diff --git a/frontend/package-lock.json b/frontend/package-lock.json index 111c653471..991c61a1a0 100644 --- a/frontend/package-lock.json +++ b/frontend/package-lock.json @@ -1,11 +1,11 @@ { - "name": "windmill-components", + "name": "@windmill-labs/components", "version": "1.706.1", "lockfileVersion": 3, "requires": true, "packages": { "": { - "name": "windmill-components", + "name": "@windmill-labs/components", "version": "1.706.1", "hasInstallScript": true, "license": "AGPL-3.0", @@ -846,7 +846,6 @@ "version": "1.10.0", "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.10.0.tgz", "integrity": "sha512-yq6OkJ4p82CAfPl0u9mQebQHKPJkY7WrIuk205cTYnYe+k2Z8YBh11FrbRG/H6ihirqcacOgl2BIO8oyMQLeXw==", - "dev": true, "license": "MIT", "optional": true, "dependencies": { @@ -858,7 +857,6 @@ "version": "1.10.0", "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.10.0.tgz", "integrity": "sha512-ewvYlk86xUoGI0zQRNq/mC+16R1QeDlKQy21Ki3oSYXNgLb45GV1P6A0M+/s6nyCuNDqe5VpaY84BzXGwVbwFA==", - "dev": true, "license": "MIT", "optional": true, "dependencies": { @@ -869,7 +867,6 @@ "version": "1.2.1", "resolved": "https://registry.npmjs.org/@emnapi/wasi-threads/-/wasi-threads-1.2.1.tgz", "integrity": "sha512-uTII7OYF+/Mes/MrcIOYp5yOtSMLBWSIoLPpcgwipoiKbli6k322tcoFsxoIIxPDqW01SQGAgko4EzZi2BNv2w==", - "dev": true, "license": "MIT", "optional": true, "dependencies": { @@ -1359,7 +1356,6 @@ "version": "1.1.4", "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-1.1.4.tgz", "integrity": "sha512-3NQNNgA1YSlJb/kMH1ildASP9HW7/7kYnRI2szWJaofaS1hWmbGI4H+d3+22aGzXXN9IJ+n+GiFVcGipJP18ow==", - "dev": true, "license": "MIT", "optional": true, "dependencies": { @@ -1508,7 +1504,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1525,7 +1520,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1542,7 +1536,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1559,7 +1552,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1576,7 +1568,6 @@ "cpu": [ "arm" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1593,7 +1584,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1610,7 +1600,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1627,7 +1616,6 @@ "cpu": [ "ppc64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1644,7 +1632,6 @@ "cpu": [ "s390x" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1661,7 +1648,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1678,7 +1664,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1695,7 +1680,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1712,7 +1696,6 @@ "cpu": [ "wasm32" ], - "dev": true, "license": "MIT", "optional": true, "dependencies": { @@ -1731,7 +1714,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -1748,7 +1730,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MIT", "optional": true, "os": [ @@ -2054,7 +2035,6 @@ "version": "0.10.2", "resolved": "https://registry.npmjs.org/@tybys/wasm-util/-/wasm-util-0.10.2.tgz", "integrity": "sha512-RoBvJ2X0wuKlWFIjrwffGw1IqZHKQqzIchKaadZZfnNpsAYp2mM0h36JtPCjNDAHGgYez/15uMBpfGwchhiMgg==", - "dev": true, "license": "MIT", "optional": true, "dependencies": { @@ -6830,7 +6810,7 @@ "version": "1.21.7", "resolved": "https://registry.npmjs.org/jiti/-/jiti-1.21.7.tgz", "integrity": "sha512-/imKNG4EbWNrVjoNC/1H5/9GFy+tqjGBHCaSsN+P2RnPqjsLmv6UD3Ej+Kj8nBWaRAwyk7kK5ZUc+OEatnTR3A==", - "dev": true, + "devOptional": true, "license": "MIT", "bin": { "jiti": "bin/jiti.js" @@ -7329,7 +7309,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7350,7 +7329,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7371,7 +7349,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7392,7 +7369,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7413,7 +7389,6 @@ "cpu": [ "arm" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7434,7 +7409,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7455,7 +7429,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7476,7 +7449,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7497,7 +7469,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7518,7 +7489,6 @@ "cpu": [ "arm64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -7539,7 +7509,6 @@ "cpu": [ "x64" ], - "dev": true, "license": "MPL-2.0", "optional": true, "os": [ @@ -12108,21 +12077,6 @@ } } }, - "node_modules/svelte-check/node_modules/picomatch": { - "version": "4.0.4", - "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.4.tgz", - "integrity": "sha512-QP88BAKvMam/3NxH6vj2o21R6MjxZUAd6nlwAS/pnGvN9IVLocLHxGYIzFhg6fUQ+5th6P4dv4eW9jX3DSIj7A==", - "dev": true, - "license": "MIT", - "optional": true, - "peer": true, - "engines": { - "node": ">=12" - }, - "funding": { - "url": "https://github.com/sponsors/jonschlinkert" - } - }, "node_modules/svelte-eslint-parser": { "version": "0.43.0", "resolved": "https://registry.npmjs.org/svelte-eslint-parser/-/svelte-eslint-parser-0.43.0.tgz", @@ -12853,7 +12807,7 @@ "version": "5.9.3", "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz", "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==", - "dev": true, + "devOptional": true, "license": "Apache-2.0", "bin": { "tsc": "bin/tsc", diff --git a/frontend/package.json b/frontend/package.json index 4e7e2fea1a..7fe739d254 100644 --- a/frontend/package.json +++ b/frontend/package.json @@ -1,5 +1,5 @@ { - "name": "windmill-components", + "name": "@windmill-labs/components", "version": "1.706.1", "scripts": { "dev": "vite dev", diff --git a/frontend/publish.sh b/frontend/publish.sh index b97332f60f..9c374f0191 100755 --- a/frontend/publish.sh +++ b/frontend/publish.sh @@ -1,4 +1,2 @@ npm run package -sed -i -e 's/windmill/windmill-components/g' package.json npm publish -sed -i -e 's/windmill-components/windmill/g' package.json diff --git a/frontend/src/lib/components/FlowGraphViewer.svelte b/frontend/src/lib/components/FlowGraphViewer.svelte index 7e4fceeda7..56f91d25e9 100644 --- a/frontend/src/lib/components/FlowGraphViewer.svelte +++ b/frontend/src/lib/components/FlowGraphViewer.svelte @@ -76,8 +76,8 @@ > - + {/if} diff --git a/frontend/src/lib/components/recording/FlowRecordingReplay.svelte b/frontend/src/lib/components/recording/FlowRecordingReplay.svelte index afd2cee94c..fce96e7b64 100644 --- a/frontend/src/lib/components/recording/FlowRecordingReplay.svelte +++ b/frontend/src/lib/components/recording/FlowRecordingReplay.svelte @@ -230,7 +230,7 @@ {/if} - {:else} + {:else if recording?.flow}

Click on a step to see its details

- +
{/if} {/snippet} diff --git a/system_prompts/auto-generated/prompts.d.ts b/system_prompts/auto-generated/prompts.d.ts index fe4156afd4..d187631f5f 100644 --- a/system_prompts/auto-generated/prompts.d.ts +++ b/system_prompts/auto-generated/prompts.d.ts @@ -1,5 +1,7 @@ export declare const SCRIPT_BASE = "# Windmill Script Writing Guide\n\n## General Principles\n\n- Scripts must export a main function (do not call it)\n- Libraries are installed automatically - do not show installation instructions\n- Credentials and configuration are stored in resources and passed as parameters\n- The windmill client (`wmill`) provides APIs for interacting with the platform\n\n## Function Naming\n\n- Main function: `main` (or `preprocessor` for preprocessor scripts)\n- Must be async for TypeScript variants\n\n## Return Values\n\n- Scripts can return any JSON-serializable value\n- Return values become available to subsequent flow steps via `results.step_id`\n\n## Preprocessor Scripts\n\nPreprocessor scripts process raw trigger data from various sources (webhook, custom HTTP route, SQS, WebSocket, Kafka, NATS, MQTT, Postgres, or email) before passing it to the flow. This separates the trigger logic from the flow logic and keeps the auto-generated UI clean.\n\nThe returned object determines the parameter values passed to the flow.\ne.g., `{ b: 1, a: 2 }` calls the flow with `a = 2` and `b = 1`, assuming the flow has two inputs called `a` and `b`.\n\nThe preprocessor receives a single parameter called `event`.\n"; export declare const FLOW_BASE = "# Windmill Flow Building Guide\n\n## OpenFlow Schema\n\nThe OpenFlow schema (openflow.openapi.yaml) is the source of truth for flow structure. Refer to OPENFLOW_SCHEMA for the complete type definitions.\n\n## Reserved Module IDs\n\n- `failure` - Reserved for failure handler module\n- `preprocessor` - Reserved for preprocessor module\n- `Input` - Reserved for flow input reference\n\n## Hard Structural Rules\n\nThese are strict Windmill schema rules. Follow them exactly.\n\n- `value.modules` is only for normal sequential steps\n- `value.preprocessor_module` and `value.failure_module` are special top-level fields inside `value`, not entries in `value.modules`\n- If a flow needs a preprocessor, create `value.preprocessor_module` with `id: preprocessor`\n- If a flow needs a failure handler, create `value.failure_module` with `id: failure`\n- Do NOT create regular modules inside `value.modules` named `preprocessor` or `failure`\n- `preprocessor_module` and `failure_module` only support `script` or `rawscript`\n- `preprocessor_module` runs before normal modules and cannot reference `results.*`\n- `failure_module` can use the `error` object with `error.message`, `error.step_id`, `error.name`, and `error.stack`\n\nCorrect shape:\n\n```yaml\nvalue:\n preprocessor_module:\n id: preprocessor\n value:\n type: rawscript\n ...\n failure_module:\n id: failure\n value:\n type: rawscript\n ...\n modules:\n - id: process_event\n value:\n type: rawscript\n ...\n```\n\nIncorrect shape:\n\n```yaml\nvalue:\n modules:\n - id: preprocessor\n ...\n - id: process_event\n ...\n - id: failure\n ...\n```\n\n## Module ID Rules\n\n- Must be unique across the entire flow\n- Use underscores, not spaces (e.g., `fetch_data` not `fetch data`)\n- Use descriptive names that reflect the step's purpose\n\n## Common Mistakes to Avoid\n\n- Missing `input_transforms` - Rawscript parameters won't receive values without them\n- Referencing future steps - `results.step_id` only works for steps that execute before the current one\n- Duplicate module IDs - Each module ID must be unique in the flow\n\n## Data Flow Between Steps\n\n- `flow_input.property` - Access flow input parameters\n- `results.step_id` - Access output from a previous step only when that step result is in scope\n- `results.step_id.property` - Access specific property from a previous step output only when that step result is in scope\n- `flow_input.iter.value` - Current iteration value when inside a loop (`forloopflow` or `whileloopflow`)\n- `flow_input.iter.index` - Current loop index when inside a loop (`forloopflow` or `whileloopflow`)\n\n## Loop Structure Rules\n\n- For `whileloopflow`, use module-level `stop_after_if` on the loop module itself when the loop should stop after an iteration result\n- Do NOT put `stop_after_if` inside `value` of a `whileloopflow`\n- `stop_after_all_iters_if` is for checks after the whole loop finishes, not the normal per-iteration break condition\n- When a `whileloopflow` carries state forward between iterations, use `flow_input.iter.value` as the current loop value and provide an explicit first-iteration fallback when needed\n- Use `flow_input.iter.index` only when the loop logic is truly based on the iteration index, not as a replacement for the current loop value\n- If the user asks for a final scalar/object after a loop, add a normal step after the loop that extracts the final value from the loop result instead of returning the whole loop result array\n\nCorrect `whileloopflow` shape:\n\n```yaml\n- id: loop_until_done\n stop_after_if:\n expr: result.done === true\n skip_if_stopped: false\n value:\n type: whileloopflow\n skip_failures: false\n modules:\n - id: advance_state\n value:\n type: rawscript\n input_transforms:\n state:\n type: javascript\n expr: flow_input.iter && flow_input.iter.value !== undefined ? flow_input.iter.value : flow_input.initial_state\n- id: return_final_state\n value:\n type: rawscript\n input_transforms:\n final_state:\n type: javascript\n expr: results.loop_until_done[results.loop_until_done.length - 1]\n```\n\nIncorrect `whileloopflow` patterns:\n\n```yaml\n- id: loop_until_done\n value:\n type: whileloopflow\n stop_after_if:\n expr: result.done === true\n```\n\n```yaml\ninput_transforms:\n state:\n type: javascript\n expr: flow_input.iter.index\n```\n\n```yaml\ninput_transforms:\n final_state:\n type: javascript\n expr: results.loop_until_done\n```\n\n## Approval / Suspend Structure\n\n- `suspend` belongs on the flow module object itself, as a sibling of `id` and `value`\n- Never put `suspend` inside `value`\n\nCorrect shape:\n\n```yaml\n- id: request_approval\n suspend:\n required_events: 1\n resume_form:\n schema:\n type: object\n properties:\n comment:\n type: string\n required: [comment]\n value:\n type: identity\n```\n\nIncorrect shape:\n\n```yaml\n- id: request_approval\n value:\n type: rawscript\n suspend:\n required_events: 1\n```\n\n## Branch Result Scope Rules\n\n- Inside a branch, you may reference earlier outer steps and earlier steps in the same branch\n- Outside a `branchone`, do NOT reference ids of steps that only exist inside its branches or default branch. Use `results.` instead\n- Outside a `branchall`, do NOT reference ids of steps inside its branches. Use `results.` instead\n- If downstream steps need a stable shape after a branch, make each branch return the same fields\n- When needed, add a normalization step immediately after the branch and consume `results.` there\n\nCorrect after `branchone`:\n\n```yaml\n- id: route_order\n value:\n type: branchone\n ...\n- id: send_confirmation\n value:\n input_transforms:\n routed:\n type: javascript\n expr: results.route_order\n```\n\nIncorrect after `branchone`:\n\n```yaml\nexpr: results.create_shipment\nexpr: results.create_backorder\n```\n\nCorrect after `branchall`:\n\n```yaml\n- id: enrich_parallel\n value:\n type: branchall\n parallel: true\n ...\n- id: combine_data\n value:\n input_transforms:\n enrichments:\n type: javascript\n expr: results.enrich_parallel\n```\n\n## Input Transforms\n\nEvery rawscript module needs `input_transforms` to map function parameters to values:\n\nStatic transform (fixed value):\n{\"param_name\": {\"type\": \"static\", \"value\": \"fixed_string\"}}\n\nJavaScript transform (dynamic expression):\n{\"param_name\": {\"type\": \"javascript\", \"expr\": \"results.previous_step.data\"}}\n\n## Resource References\n\n- For flow inputs: Use type `\"object\"` with format `\"resource-{type}\"` (e.g., `\"resource-postgresql\"`)\n- For step inputs: Use static value `\"$res:path/to/resource\"`\n\n## Final Structural Self-Check\n\nBefore finalizing a flow, verify:\n\n- any preprocessor is in `value.preprocessor_module`\n- any failure handler is in `value.failure_module`\n- any approval step has module-level `suspend`\n- no downstream step references inner branch step ids from outside the branch\n\n## S3 Object Operations\n\nWindmill provides built-in support for S3-compatible storage operations.\n\nTo accept an S3 object as flow input:\n\n```json\n{\n \"type\": \"object\",\n \"properties\": {\n \"file\": {\n \"type\": \"object\",\n \"format\": \"resource-s3_object\",\n \"description\": \"File to process\"\n }\n }\n}\n```\n\n## Using Resources in Flows\n\nOn Windmill, credentials and configuration are stored in resources. Resource types define the format of the resource.\n\n### As Flow Input\n\nIn the flow schema, set the property type to `\"object\"` with format `\"resource-{type}\"`:\n\n```json\n{\n \"type\": \"object\",\n \"properties\": {\n \"database\": {\n \"type\": \"object\",\n \"format\": \"resource-postgresql\",\n \"description\": \"Database connection\"\n }\n }\n}\n```\n\n### As Step Input (Static Reference)\n\nReference a specific resource using `$res:` prefix:\n\n```json\n{\n \"database\": {\n \"type\": \"static\",\n \"value\": \"$res:f/folder/my_database\"\n }\n}\n```\n"; +export declare const RESOURCES_BASE = "# Windmill Resources\n\nResources store credentials and configuration for external services.\n\n## File Format\n\nResource files use the pattern: `{path}.resource.json`\n\nExample: `f/databases/postgres_prod.resource.json`\n\n## Resource Structure\n\n```json\n{\n \"value\": {\n \"host\": \"db.example.com\",\n \"port\": 5432,\n \"user\": \"admin\",\n \"password\": \"$var:g/all/db_password\",\n \"dbname\": \"production\"\n },\n \"description\": \"Production PostgreSQL database\",\n \"resource_type\": \"postgresql\"\n}\n```\n\n## Required Fields\n\n- `value` - Object containing the resource configuration\n- `resource_type` - Name of the resource type (e.g., \"postgresql\", \"slack\")\n\n## Variable References\n\nReference variables in resource values:\n\n```json\n{\n \"value\": {\n \"api_key\": \"$var:g/all/api_key\",\n \"secret\": \"$var:u/admin/secret\"\n }\n}\n```\n\n**Reference formats:**\n- `$var:g/all/name` - Global variable\n- `$var:u/username/name` - User variable\n- `$var:f/folder/name` - Folder variable\n\n## Resource References\n\nReference other resources:\n\n```json\n{\n \"value\": {\n \"database\": \"$res:f/databases/postgres\"\n }\n}\n```\n\n## Common Resource Types\n\n### PostgreSQL\n```json\n{\n \"resource_type\": \"postgresql\",\n \"value\": {\n \"host\": \"localhost\",\n \"port\": 5432,\n \"user\": \"postgres\",\n \"password\": \"$var:g/all/pg_password\",\n \"dbname\": \"windmill\",\n \"sslmode\": \"prefer\"\n }\n}\n```\n\n### MySQL\n```json\n{\n \"resource_type\": \"mysql\",\n \"value\": {\n \"host\": \"localhost\",\n \"port\": 3306,\n \"user\": \"root\",\n \"password\": \"$var:g/all/mysql_password\",\n \"database\": \"myapp\"\n }\n}\n```\n\n### Slack\n```json\n{\n \"resource_type\": \"slack\",\n \"value\": {\n \"token\": \"$var:g/all/slack_token\"\n }\n}\n```\n\n### AWS S3\n```json\n{\n \"resource_type\": \"s3\",\n \"value\": {\n \"bucket\": \"my-bucket\",\n \"region\": \"us-east-1\",\n \"accessKeyId\": \"$var:g/all/aws_access_key\",\n \"secretAccessKey\": \"$var:g/all/aws_secret_key\"\n }\n}\n```\n\n### HTTP/API\n```json\n{\n \"resource_type\": \"http\",\n \"value\": {\n \"baseUrl\": \"https://api.example.com\",\n \"headers\": {\n \"Authorization\": \"Bearer $var:g/all/api_token\"\n }\n }\n}\n```\n\n### Kafka\n```json\n{\n \"resource_type\": \"kafka\",\n \"value\": {\n \"brokers\": \"broker1:9092,broker2:9092\",\n \"sasl_mechanism\": \"PLAIN\",\n \"security_protocol\": \"SASL_SSL\",\n \"username\": \"$var:g/all/kafka_user\",\n \"password\": \"$var:g/all/kafka_password\"\n }\n}\n```\n\n### NATS\n```json\n{\n \"resource_type\": \"nats\",\n \"value\": {\n \"servers\": [\"nats://localhost:4222\"],\n \"user\": \"$var:g/all/nats_user\",\n \"password\": \"$var:g/all/nats_password\"\n }\n}\n```\n\n### MQTT\n```json\n{\n \"resource_type\": \"mqtt\",\n \"value\": {\n \"host\": \"mqtt.example.com\",\n \"port\": 8883,\n \"username\": \"$var:g/all/mqtt_user\",\n \"password\": \"$var:g/all/mqtt_password\",\n \"tls\": true\n }\n}\n```\n\n## Custom Resource Types\n\nCreate custom resource types with JSON Schema:\n\n```json\n{\n \"name\": \"custom_api\",\n \"schema\": {\n \"type\": \"object\",\n \"properties\": {\n \"base_url\": {\"type\": \"string\", \"format\": \"uri\"},\n \"api_key\": {\"type\": \"string\"},\n \"timeout\": {\"type\": \"integer\", \"default\": 30}\n },\n \"required\": [\"base_url\", \"api_key\"]\n },\n \"description\": \"Custom API connection\"\n}\n```\n\nSave as: `custom_api.resource-type.json`\n\n## OAuth Resources\n\nOAuth resources are managed through the Windmill UI and marked:\n\n```json\n{\n \"is_oauth\": true,\n \"account\": 123\n}\n```\n\nOAuth tokens are automatically refreshed by Windmill.\n\n## Using Resources in Scripts\n\n### TypeScript (Bun/Deno)\n```typescript\nexport async function main(db: RT.Postgresql) {\n // db contains the resource values\n const { host, port, user, password, dbname } = db;\n}\n```\n\n### Python\n```python\nclass postgresql(TypedDict):\n host: str\n port: int\n user: str\n password: str\n dbname: str\n\ndef main(db: postgresql):\n # db contains the resource values\n pass\n```\n\n## CLI Commands\n\n```bash\n# List resources\nwmill resource list\n\n# List resource types with schemas\nwmill resource-type list --schema\n\n# Get specific resource type schema\nwmill resource-type get postgresql\n\n# Push resources (tell the user to run this, do NOT run it yourself)\nwmill sync push\n```\n"; +export declare const RAW_APP_BASE = "# Windmill Raw Apps\n\nRaw apps let you build custom frontends with React, Svelte, or Vue that connect to Windmill backend runnables and datatables.\n\n## App shape\n\nA raw app has three logical parts:\n\n- **Frontend** \u2014 bundled with esbuild from `index.tsx` as the entrypoint. Files include the entrypoint, components (`App.tsx`), styles, etc.\n- **Backend runnables** \u2014 server-side scripts the frontend calls, each addressed by a unique key.\n- **Data** \u2014 optional whitelisted datatables (managed PostgreSQL) that the backend runnables can query. The frontend never queries the database directly; backend runnables are the only bridge.\n\n## Frontend\n\n### Entrypoint\n\n`index.tsx` is the bundling entrypoint. It typically renders a top-level `App` component. The bundler is esbuild.\n\n### Generated bindings (`wmill.d.ts` / `wmill.ts`)\n\nThe frontend imports a generated module that mirrors the backend runnables. **Never write to it directly** \u2014 it gets regenerated whenever backend runnables change. Modifying it by hand will be overwritten.\n\n### Calling backend runnables\n\nImport the generated bindings and call the runnable like a function:\n\n```typescript\nimport { backend } from './wmill';\n\n// Call a backend runnable\nconst user = await backend.get_user({ user_id: '123' });\n```\n\nThe frontend cannot reach datatables, workspace items, or external services on its own \u2014 it goes through `backend.(args)` for everything server-side.\n\n## Backend runnables\n\nEach runnable has a unique key (used to call it from the frontend) and one of four types:\n\n| Type | What it is |\n|---|---|\n| `inline` | Custom code stored on the app itself. Most common for app-specific logic. |\n| `script` | Reference to an existing workspace script by path. |\n| `flow` | Reference to an existing workspace flow by path. |\n| `hubscript` | Reference to a hub script by path. |\n\n### Inline runnables\n\nInline runnables carry their own source code. For file-based raw apps, the runnable language is determined by the backend file extension. The script must expose a `main` function as its entrypoint.\n\n**TypeScript example** (`backend/get_user.ts`):\n\n```typescript\nimport * as wmill from 'windmill-client';\n\nexport async function main(user_id: string) {\n const sql = wmill.datatable();\n const user = await sql`SELECT * FROM users WHERE id = ${user_id}`.fetchOne();\n return user;\n}\n```\n\n**Python example** (`backend/get_user.py`):\n\n```python\nimport wmill\n\ndef main(user_id: str):\n db = wmill.datatable()\n user = db.query('SELECT * FROM users WHERE id = $1', user_id).fetch_one()\n return user\n```\n\n### Path runnables (script / flow / hubscript)\n\nWhen `type` is `script`, `flow`, or `hubscript`, the runnable just stores a `path` to an existing workspace or hub item \u2014 no inline code. The referenced item's input/output schema becomes the runnable's surface.\n\n### Static inputs\n\n`staticInputs` is an optional `Record` for arguments not overridable from the frontend. Useful with path runnables to pre-fill some args while leaving the rest to the frontend caller.\n\n## Data Tables\n\nData tables are PostgreSQL databases managed by Windmill. Backend runnables query them via the `wmill` client; the frontend never queries them directly.\n\n### Critical rules\n\n1. **Whitelisted tables only**: a runnable can only query tables listed in the app's `data.tables` config. Tables not in this list are not accessible.\n2. **Add tables before using**: queries against unlisted tables fail at runtime. When you introduce a new table, register it in `data.tables` first.\n3. **Use the configured datatable/schema**: the app's `data` config sets the default datatable and schema; reference them consistently across runnables.\n\n### Querying in TypeScript (Bun/Deno)\n\n```typescript\nimport * as wmill from 'windmill-client';\n\nexport async function main(user_id: string) {\n const sql = wmill.datatable(); // Or: wmill.datatable('other_datatable')\n\n // Parameterized queries (safe from SQL injection)\n const user = await sql`SELECT * FROM users WHERE id = ${user_id}`.fetchOne();\n const users = await sql`SELECT * FROM users WHERE active = ${true}`.fetch();\n\n // Insert/Update\n await sql`INSERT INTO users (name, email) VALUES (${name}, ${email})`;\n await sql`UPDATE users SET name = ${newName} WHERE id = ${user_id}`;\n\n return user;\n}\n```\n\n### Querying in Python\n\n```python\nimport wmill\n\ndef main(user_id: str):\n db = wmill.datatable() # Or: wmill.datatable('other_datatable')\n\n # Use $1, $2, etc. for parameters\n user = db.query('SELECT * FROM users WHERE id = $1', user_id).fetch_one()\n users = db.query('SELECT * FROM users WHERE active = $1', True).fetch()\n\n # Insert/Update\n db.query('INSERT INTO users (name, email) VALUES ($1, $2)', name, email)\n db.query('UPDATE users SET name = $1 WHERE id = $2', new_name, user_id)\n\n return user\n```\n\n## Best Practices\n\n1. **Check existing tables** before creating new ones \u2014 reuse beats schema growth.\n2. **Use parameterized queries** \u2014 never concatenate user input into SQL.\n3. **Keep runnables focused** \u2014 one function per runnable; small surface area.\n4. **Use descriptive keys** \u2014 `get_user`, not `a`.\n5. **Always whitelist tables** \u2014 adding a runnable that queries a new table requires the table to be in `data.tables` first.\n"; export declare const WORKFLOW_AS_CODE_BASE = "# Windmill Workflow-as-Code Writing Guide\n\n## Scope\n\nUse this guide when writing or modifying Windmill Workflow-as-Code (WAC) scripts.\nWAC is authored as a Windmill script and deployed with the normal script workflow. It is not an OpenFlow YAML flow.\n\nSupported WAC authoring targets:\n- Bun TypeScript scripts that import from `windmill-client`\n- Python 3 scripts that import from `wmill`\n\n## File Shape\n\nBun TypeScript:\n\n```typescript\nimport {\n task,\n taskScript,\n taskFlow,\n step,\n sleep,\n waitForApproval,\n getResumeUrls,\n parallel,\n workflow,\n} from \"windmill-client\";\n\nconst process = task(async (x: string): Promise => {\n return `processed: ${x}`;\n});\n\nexport const main = workflow(async (x: string) => {\n const result = await process(x);\n return { result };\n});\n```\n\nPython:\n\n```python\nfrom wmill import task, task_script, task_flow, step, sleep, wait_for_approval, get_resume_urls, parallel, workflow\n\n@task()\nasync def process(x: str) -> str:\n return f\"processed: {x}\"\n\n@workflow\nasync def main(x: str):\n result = await process(x)\n return {\"result\": result}\n```\n\nRules:\n- Do not call `main`.\n- Bun TypeScript should export the workflow entrypoint, preferably `export const main = workflow(async (...) => { ... })`.\n- Python must use `@workflow` on an async top-level function, usually `main`.\n- Define task functions and `taskScript`/`task_script` or `taskFlow`/`task_flow` assignments at module top level with stable names.\n- Use the exact SDK names. Do not alias `workflow`, `task`, `taskScript`, `taskFlow`, `step`, `sleep`, `waitForApproval`, `task_script`, `task_flow`, or `wait_for_approval`; the WAC parser recognizes these names directly.\n\n## Checkpoint And Replay Model\n\nThe parent workflow may rerun from the top after any suspension, retry, approval, or child task completion. Completed durable steps are replayed from the checkpoint.\n\nPut every side effect or non-deterministic value behind a durable WAC boundary:\n- Use `task()` / `@task()` for substantial work that should run as its own child job.\n- Use `taskScript()` / `task_script()` for an existing script or a relative module file.\n- Use `taskFlow()` / `task_flow()` for an existing Windmill flow.\n- Use `step(name, fn)` for lightweight inline work whose result must be checkpointed.\n- Use `sleep(seconds)` for server-side sleeps that do not hold a worker.\n- Use `waitForApproval()` / `wait_for_approval()` for external approval suspension.\n\nNever put API calls, database writes, notifications, random values, timestamps, or irreversible changes directly in the top-level workflow body. The workflow body can be rerun. Put those operations in a task or in `step()`.\n\nBranching on task or step results is safe because those results are checkpointed. Branching on current time, random data, environment reads, or external state is unsafe unless the value is first captured with `step()`.\n\n## Tasks\n\nUse `task()` / `@task()` for inline functions that become workflow steps:\n\n```typescript\nconst enrich = task(async (customerId: string) => {\n return await fetchCustomer(customerId);\n});\n```\n\n```python\n@task(timeout=600, tag=\"etl\")\nasync def enrich(customer_id: str):\n return await fetch_customer(customer_id)\n```\n\nIn TypeScript, prefer assigning each task to a named top-level const. In Python, prefer top-level async functions decorated with `@task()` or `@task`.\n\nFor existing scripts:\n\n```typescript\nconst helper = taskScript(\"./helper.ts\");\nconst existing = taskScript(\"f/data/extract\", { timeout: 600 });\nconst value = await helper({ input: x });\n```\n\n```python\nhelper = task_script(\"./helper.py\")\nexisting = task_script(\"f/data/extract\", timeout=600)\nvalue = await helper(input=x)\n```\n\nFor existing flows:\n\n```typescript\nconst pipeline = taskFlow(\"f/etl/pipeline\");\nconst output = await pipeline({ input: data });\n```\n\n```python\npipeline = task_flow(\"f/etl/pipeline\")\noutput = await pipeline(input=data)\n```\n\n## Inline Steps\n\nUse `step()` for lightweight inline values that must not change during replay:\n\n```typescript\nconst urls = await step(\"get_urls\", () => getResumeUrls());\nconst startedAt = await step(\"started_at\", () => new Date().toISOString());\n```\n\n```python\nurls = await step(\"get_urls\", lambda: get_resume_urls())\n```\n\nUse stable, descriptive step names. Do not generate step names dynamically.\n\n## Parallelism\n\nTo run independent work in parallel, start task promises/coroutines before awaiting them together:\n\n```typescript\nconst [a, b] = await Promise.all([process(\"a\"), process(\"b\")]);\nconst many = await parallel(items, process, { concurrency: 5 });\n```\n\n```python\nimport asyncio\n\na, b = await asyncio.gather(process(\"a\"), process(\"b\"))\nmany = await parallel(items, process, concurrency=5)\n```\n\nOnly parallelize independent steps. Do not read the result of a task before it is awaited.\n\n## Approvals\n\nGenerate resume URLs inside `step()` before sending them:\n\n```typescript\nconst urls = await step(\"get_urls\", () => getResumeUrls());\nawait step(\"notify\", () => sendApprovalEmail(urls.approvalPage));\nconst approval = await waitForApproval({ timeout: 3600 });\n```\n\n```python\nurls = await step(\"get_urls\", lambda: get_resume_urls())\nawait step(\"notify\", lambda: send_approval_email(urls[\"approvalPage\"]))\napproval = await wait_for_approval(timeout=3600)\n```\n\n`selfApproval: false` and `self_approval=False` are Enterprise-only approval behavior. Do not use them unless the user asks for that behavior.\n\n## Error Handling\n\nLet task errors fail the workflow unless the user asks for recovery logic.\n\nPython: `except Exception` is safe around WAC calls because internal suspension inherits from `BaseException`. Avoid bare `except:` in workflow code. If the user asks for recovery logic around failed child work, catch `TaskError` from `wmill` for task failures.\n\nTypeScript: avoid broad `try/catch` around WAC SDK calls. The SDK uses an internal suspension error during initial dispatch; catching it can break workflow suspension. If a broad catch is unavoidable, rethrow internal suspension errors before handling business errors.\n"; export declare const FLOW_CHAT_SPECIAL_MODULES = "## Special Modules\n\n- Use `set_preprocessor_module` to add, replace, or remove the top-level `value.preprocessor_module`\n- Use `set_failure_module` to add, replace, or remove the top-level `value.failure_module`\n- Use `set_flow_json` only when you are replacing the whole flow, including normal modules and optional special modules\n\n**Example - Update only the special modules:**\n```javascript\nset_preprocessor_module({\n module: JSON.stringify({\n id: \"preprocessor\",\n value: {\n type: \"rawscript\",\n language: \"bun\",\n content: \"export async function preprocessor(payload: string) { const trimmed = payload.trim(); if (!trimmed) { throw new Error('payload must not be empty'); } return { payload: trimmed }; }\",\n input_transforms: {\n payload: { type: \"javascript\", expr: \"flow_input.payload\" }\n }\n }\n })\n})\n\nset_failure_module({\n module: JSON.stringify({\n id: \"failure\",\n value: {\n type: \"rawscript\",\n language: \"bun\",\n content: \"export async function main(message: string, name: string, step_id: string) { return { message, name, step_id }; }\",\n input_transforms: {\n message: { type: \"javascript\", expr: \"error.message\" },\n name: { type: \"javascript\", expr: \"error.name\" },\n step_id: { type: \"javascript\", expr: \"error.step_id\" }\n }\n }\n })\n})\n```\n"; export declare const SDK_TYPESCRIPT = "# TypeScript SDK (windmill-client)\n\nImport: import * as wmill from 'windmill-client'\n\nworkerHasInternalServer(): boolean\n\n/**\n * Initialize the Windmill client with authentication token and base URL\n * @param token - Authentication token (defaults to WM_TOKEN env variable)\n * @param baseUrl - API base URL (defaults to BASE_INTERNAL_URL or BASE_URL env variable)\n */\nsetClient(token?: string, baseUrl?: string): void\n\n/**\n * Create a client configuration from env variables\n * @returns client configuration\n */\ngetWorkspace(): string\n\n/**\n * Get a resource value by path\n * @param path path of the resource, default to internal state path\n * @param undefinedIfEmpty if the resource does not exist, return undefined instead of throwing an error\n * @returns resource value\n */\nasync getResource(path?: string, undefinedIfEmpty?: boolean): Promise\n\n/**\n * Get the true root job id\n * @param jobId job id to get the root job id from (default to current job)\n * @returns root job id\n */\nasync getRootJobId(jobId?: string): Promise\n\n/**\n * @deprecated Use runScriptByPath or runScriptByHash instead\n */\nasync runScript(path: string | null = null, hash_: string | null = null, args: Record | null = null, verbose: boolean = false): Promise\n\n/**\n * Run a script synchronously by its path and wait for the result\n * @param path - Script path in Windmill\n * @param args - Arguments to pass to the script\n * @param verbose - Enable verbose logging\n * @returns Script execution result\n */\nasync runScriptByPath(path: string, args: Record | null = null, verbose: boolean = false): Promise\n\n/**\n * Run a script synchronously by its hash and wait for the result\n * @param hash_ - Script hash in Windmill\n * @param args - Arguments to pass to the script\n * @param verbose - Enable verbose logging\n * @returns Script execution result\n */\nasync runScriptByHash(hash_: string, args: Record | null = null, verbose: boolean = false): Promise\n\n/**\n * Append a text to the result stream\n * @param text text to append to the result stream\n */\nappendToResultStream(text: string): void\n\n/**\n * Stream to the result stream\n * @param stream stream to stream to the result stream\n */\nasync streamResult(stream: AsyncIterable): Promise\n\n/**\n * Run a flow synchronously by its path and wait for the result\n * @param path - Flow path in Windmill\n * @param args - Arguments to pass to the flow\n * @param verbose - Enable verbose logging\n * @returns Flow execution result\n */\nasync runFlow(path: string | null = null, args: Record | null = null, verbose: boolean = false): Promise\n\n/**\n * Wait for a job to complete and return its result\n * @param jobId - ID of the job to wait for\n * @param verbose - Enable verbose logging\n * @returns Job result when completed\n */\nasync waitJob(jobId: string, verbose: boolean = false): Promise\n\n/**\n * Get the result of a completed job\n * @param jobId - ID of the completed job\n * @returns Job result\n */\nasync getResult(jobId: string): Promise\n\n/**\n * Get the result of a job if completed, or its current status\n * @param jobId - ID of the job\n * @returns Object with started, completed, success, and result properties\n */\nasync getResultMaybe(jobId: string): Promise\n\n/**\n * @deprecated Use runScriptByPathAsync or runScriptByHashAsync instead\n */\nasync runScriptAsync(path: string | null, hash_: string | null, args: Record | null, scheduledInSeconds: number | null = null): Promise\n\n/**\n * Run a script asynchronously by its path\n * @param path - Script path in Windmill\n * @param args - Arguments to pass to the script\n * @param scheduledInSeconds - Schedule execution for a future time (in seconds)\n * @returns Job ID of the created job\n */\nasync runScriptByPathAsync(path: string, args: Record | null = null, scheduledInSeconds: number | null = null): Promise\n\n/**\n * Run a script asynchronously by its hash\n * @param hash_ - Script hash in Windmill\n * @param args - Arguments to pass to the script\n * @param scheduledInSeconds - Schedule execution for a future time (in seconds)\n * @returns Job ID of the created job\n */\nasync runScriptByHashAsync(hash_: string, args: Record | null = null, scheduledInSeconds: number | null = null): Promise\n\n/**\n * Run a flow asynchronously by its path\n * @param path - Flow path in Windmill\n * @param args - Arguments to pass to the flow\n * @param scheduledInSeconds - Schedule execution for a future time (in seconds)\n * @param doNotTrackInParent - If false, tracks state in parent job (only use when fully awaiting the job)\n * @returns Job ID of the created job\n */\nasync runFlowAsync(path: string | null, args: Record | null, scheduledInSeconds: number | null = null, // can only be set to false if this the job will be fully await and not concurrent with any other job // as otherwise the child flow and its own child will store their state in the parent job which will // lead to incorrectness and failures doNotTrackInParent: boolean = true): Promise\n\n/**\n * Resolve a resource value in case the default value was picked because the input payload was undefined\n * @param obj resource value or path of the resource under the format `$res:path`\n * @returns resource value\n */\nasync resolveDefaultResource(obj: any): Promise\n\n/**\n * Get the state file path from environment variables\n * @returns State path string\n */\ngetStatePath(): string\n\n/**\n * Set a resource value by path\n * @param path path of the resource to set, default to state path\n * @param value new value of the resource to set\n * @param initializeToTypeIfNotExist if the resource does not exist, initialize it with this type\n */\nasync setResource(value: any, path?: string, initializeToTypeIfNotExist?: string): Promise\n\n/**\n * Set the state\n * @param state state to set\n * @deprecated use setState instead\n */\nasync setInternalState(state: any): Promise\n\n/**\n * Set the state\n * @param state state to set\n * @param path Optional state resource path override. Defaults to `getStatePath()`.\n */\nasync setState(state: any, path?: string): Promise\n\n/**\n * Set the progress\n * Progress cannot go back and limited to 0% to 99% range\n * @param percent Progress to set in %\n * @param jobId? Job to set progress for\n */\nasync setProgress(percent: number, jobId?: any): Promise\n\n/**\n * Get the progress\n * @param jobId? Job to get progress from\n * @returns Optional clamped between 0 and 100 progress value\n */\nasync getProgress(jobId?: any): Promise\n\n/**\n * Set a flow user state\n * @param key key of the state\n * @param value value of the state\n */\nasync setFlowUserState(key: string, value: any, errorIfNotPossible?: boolean): Promise\n\n/**\n * Get a flow user state\n * @param path path of the variable\n */\nasync getFlowUserState(key: string, errorIfNotPossible?: boolean): Promise\n\n/**\n * Get the internal state\n * @deprecated use getState instead\n */\nasync getInternalState(): Promise\n\n/**\n * Get the state shared across executions\n * @param path Optional state resource path override. Defaults to `getStatePath()`.\n */\nasync getState(path?: string): Promise\n\n/**\n * Get a variable by path\n * @param path path of the variable\n * @returns variable value\n */\nasync getVariable(path: string): Promise\n\n/**\n * Set a variable by path, create if not exist\n * @param path path of the variable\n * @param value value of the variable\n * @param isSecretIfNotExist if the variable does not exist, create it as secret or not (default: false)\n * @param descriptionIfNotExist if the variable does not exist, create it with this description (default: \"\")\n */\nasync setVariable(path: string, value: string, isSecretIfNotExist?: boolean, descriptionIfNotExist?: string): Promise\n\n/**\n * Build a PostgreSQL connection URL from a database resource\n * @param path - Path to the database resource\n * @returns PostgreSQL connection URL string\n */\nasync databaseUrlFromResource(path: string): Promise\n\nasync polarsConnectionSettings(s3_resource_path: string | undefined): Promise\n\nasync duckdbConnectionSettings(s3_resource_path: string | undefined): Promise\n\n/**\n * Get S3 client settings from a resource or workspace default\n * @param s3_resource_path - Path to S3 resource (uses workspace default if undefined)\n * @returns S3 client configuration settings\n */\nasync denoS3LightClientSettings(s3_resource_path: string | undefined): Promise\n\n/**\n * Load the content of a file stored in S3. If the s3ResourcePath is undefined, it will default to the workspace S3 resource.\n * \n * ```typescript\n * let fileContent = await wmill.loadS3FileContent(inputFile)\n * // if the file is a raw text file, it can be decoded and printed directly:\n * const text = new TextDecoder().decode(fileContentStream)\n * console.log(text);\n * ```\n */\nasync loadS3File(s3object: S3Object, s3ResourcePath: string | undefined = undefined): Promise\n\n/**\n * Load the content of a file stored in S3 as a stream. If the s3ResourcePath is undefined, it will default to the workspace S3 resource.\n * \n * ```typescript\n * let fileContentBlob = await wmill.loadS3FileStream(inputFile)\n * // if the content is plain text, the blob can be read directly:\n * console.log(await fileContentBlob.text());\n * ```\n */\nasync loadS3FileStream(s3object: S3Object, s3ResourcePath: string | undefined = undefined): Promise\n\n/**\n * Persist a file to the S3 bucket. If the s3ResourcePath is undefined, it will default to the workspace S3 resource.\n * \n * ```typescript\n * const s3object = await writeS3File(s3Object, \"Hello Windmill!\")\n * const fileContentAsUtf8Str = (await s3object.toArray()).toString('utf-8')\n * console.log(fileContentAsUtf8Str)\n * ```\n */\nasync writeS3File(s3object: S3Object | undefined, fileContent: string | Blob, s3ResourcePath: string | undefined = undefined, contentType: string | undefined = undefined, contentDisposition: string | undefined = undefined): Promise\n\n/**\n * Sign S3 objects to be used by anonymous users in public apps\n * @param s3objects s3 objects to sign\n * @returns signed s3 objects\n */\nasync signS3Objects(s3objects: S3Object[]): Promise\n\n/**\n * Sign S3 object to be used by anonymous users in public apps\n * @param s3object s3 object to sign\n * @returns signed s3 object\n */\nasync signS3Object(s3object: S3Object): Promise\n\n/**\n * Generate a presigned public URL for an array of S3 objects.\n * If an S3 object is not signed yet, it will be signed first.\n * @param s3Objects s3 objects to sign\n * @returns list of signed public URLs\n */\nasync getPresignedS3PublicUrls(s3Objects: S3Object[], { baseUrl }: { baseUrl?: string } = {}): Promise\n\n/**\n * Generate a presigned public URL for an S3 object. If the S3 object is not signed yet, it will be signed first.\n * @param s3Object s3 object to sign\n * @returns signed public URL\n */\nasync getPresignedS3PublicUrl(s3Objects: S3Object, { baseUrl }: { baseUrl?: string } = {}): Promise\n\n/**\n * Get URLs needed for resuming a flow after this step\n * @param approver approver name\n * @param flowLevel if true, generate resume URLs for the parent flow instead of the specific step.\n * This allows pre-approvals that can be consumed by any later suspend step in the same flow.\n * @returns approval page UI URL, resume and cancel API URLs for resuming the flow\n */\nasync getResumeUrls(approver?: string, flowLevel?: boolean): Promise<{\n approvalPage: string;\n resume: string;\n cancel: string;\n}>\n\n/**\n * @deprecated use getResumeUrls instead\n */\ngetResumeEndpoints(approver?: string): Promise<{\n approvalPage: string;\n resume: string;\n cancel: string;\n}>\n\n/**\n * Get an OIDC jwt token for auth to external services (e.g: Vault, AWS) (ee only)\n * @param audience audience of the token\n * @param expiresIn Optional number of seconds until the token expires\n * @returns jwt token\n */\nasync getIdToken(audience: string, expiresIn?: number): Promise\n\n/**\n * Convert a base64-encoded string to Uint8Array\n * @param data - Base64-encoded string\n * @returns Decoded Uint8Array\n */\nbase64ToUint8Array(data: string): Uint8Array\n\n/**\n * Convert a Uint8Array to base64-encoded string\n * @param arrayBuffer - Uint8Array to encode\n * @returns Base64-encoded string\n */\nuint8ArrayToBase64(arrayBuffer: Uint8Array): string\n\n/**\n * Get email from workspace username\n * This method is particularly useful for apps that require the email address of the viewer.\n * Indeed, in the viewer context, WM_USERNAME is set to the username of the viewer but WM_EMAIL is set to the email of the creator of the app.\n * @param username\n * @returns email address\n */\nasync usernameToEmail(username: string): Promise\n\n/**\n * Sends an interactive approval request via Slack, allowing optional customization of the message, approver, and form fields.\n * \n * **[Enterprise Edition Only]** To include form fields in the Slack approval request, go to **Advanced -> Suspend -> Form**\n * and define a form. Learn more at [Windmill Documentation](https://www.windmill.dev/docs/flows/flow_approval#form).\n * \n * @param {Object} options - The configuration options for the Slack approval request.\n * @param {string} options.slackResourcePath - The path to the Slack resource in Windmill.\n * @param {string} options.channelId - The Slack channel ID where the approval request will be sent.\n * @param {string} [options.message] - Optional custom message to include in the Slack approval request.\n * @param {string} [options.approver] - Optional user ID or name of the approver for the request.\n * @param {DefaultArgs} [options.defaultArgsJson] - Optional object defining or overriding the default arguments to a form field.\n * @param {Enums} [options.dynamicEnumsJson] - Optional object overriding the enum default values of an enum form field.\n * @param {string} [options.resumeButtonText] - Optional text for the resume button.\n * @param {string} [options.cancelButtonText] - Optional text for the cancel button.\n * \n * @returns {Promise} Resolves when the Slack approval request is successfully sent.\n * \n * @throws {Error} If the function is not called within a flow or flow preview.\n * @throws {Error} If the `JobService.getSlackApprovalPayload` call fails.\n * \n * **Usage Example:**\n * ```typescript\n * await requestInteractiveSlackApproval({\n * slackResourcePath: \"/u/alex/my_slack_resource\",\n * channelId: \"admins-slack-channel\",\n * message: \"Please approve this request\",\n * approver: \"approver123\",\n * defaultArgsJson: { key1: \"value1\", key2: 42 },\n * dynamicEnumsJson: { foo: [\"choice1\", \"choice2\"], bar: [\"optionA\", \"optionB\"] },\n * resumeButtonText: \"Resume\",\n * cancelButtonText: \"Cancel\",\n * });\n * ```\n * \n * **Note:** This function requires execution within a Windmill flow or flow preview.\n */\nasync requestInteractiveSlackApproval({ slackResourcePath, channelId, message, approver, defaultArgsJson, dynamicEnumsJson, resumeButtonText, cancelButtonText, }: SlackApprovalOptions): Promise\n\n/**\n * Sends an interactive approval request via Teams, allowing optional customization of the message, approver, and form fields.\n * \n * **[Enterprise Edition Only]** To include form fields in the Teams approval request, go to **Advanced -> Suspend -> Form**\n * and define a form. Learn more at [Windmill Documentation](https://www.windmill.dev/docs/flows/flow_approval#form).\n * \n * @param {Object} options - The configuration options for the Teams approval request.\n * @param {string} options.teamName - The Teams team name where the approval request will be sent.\n * @param {string} options.channelName - The Teams channel name where the approval request will be sent.\n * @param {string} [options.message] - Optional custom message to include in the Teams approval request.\n * @param {string} [options.approver] - Optional user ID or name of the approver for the request.\n * @param {DefaultArgs} [options.defaultArgsJson] - Optional object defining or overriding the default arguments to a form field.\n * @param {Enums} [options.dynamicEnumsJson] - Optional object overriding the enum default values of an enum form field.\n * \n * @returns {Promise} Resolves when the Teams approval request is successfully sent.\n * \n * @throws {Error} If the function is not called within a flow or flow preview.\n * @throws {Error} If the `JobService.getTeamsApprovalPayload` call fails.\n * \n * **Usage Example:**\n * ```typescript\n * await requestInteractiveTeamsApproval({\n * teamName: \"admins-teams\",\n * channelName: \"admins-teams-channel\",\n * message: \"Please approve this request\",\n * approver: \"approver123\",\n * defaultArgsJson: { key1: \"value1\", key2: 42 },\n * dynamicEnumsJson: { foo: [\"choice1\", \"choice2\"], bar: [\"optionA\", \"optionB\"] },\n * });\n * ```\n * \n * **Note:** This function requires execution within a Windmill flow or flow preview.\n */\nasync requestInteractiveTeamsApproval({ teamName, channelName, message, approver, defaultArgsJson, dynamicEnumsJson, }: TeamsApprovalOptions): Promise\n\n/**\n * Parse an S3 object from URI string or record format\n * @param s3Object - S3 object as URI string (s3://storage/key) or record\n * @returns S3 object record with storage and s3 key\n */\nparseS3Object(s3Object: S3Object): S3ObjectRecord\n\nsetWorkflowCtx(ctx: WorkflowCtx | null): void\n\nasync sleep(seconds: number): Promise\n\nasync step(name: string, fn: () => T | Promise): Promise\n\n/**\n * Create a task that dispatches to a separate Windmill script.\n * \n * @example\n * const extract = taskScript(\"f/data/extract\");\n * // inside workflow: await extract({ url: \"https://...\" })\n */\ntaskScript(path: string, options?: TaskOptions): (...args: any[]) => PromiseLike\n\n/**\n * Create a task that dispatches to a separate Windmill flow.\n * \n * @example\n * const pipeline = taskFlow(\"f/etl/pipeline\");\n * // inside workflow: await pipeline({ input: data })\n */\ntaskFlow(path: string, options?: TaskOptions): (...args: any[]) => PromiseLike\n\n/**\n * Mark an async function as a workflow-as-code entry point.\n * \n * The function must be **deterministic**: given the same inputs it must call\n * tasks in the same order on every replay. Branching on task results is fine\n * (results are replayed from checkpoint), but branching on external state\n * (current time, random values, external API calls) must use `step()` to\n * checkpoint the value so replays see the same result.\n */\nworkflow(fn: (...args: any[]) => Promise): void\n\n/**\n * Suspend the workflow and wait for an external approval.\n * \n * Use `getResumeUrls()` (wrapped in `step()`) to obtain resume/cancel/approvalPage\n * URLs before calling this function.\n * \n * @example\n * const urls = await step(\"urls\", () => getResumeUrls());\n * await step(\"notify\", () => sendEmail(urls.approvalPage));\n * const { value, approver } = await waitForApproval({ timeout: 3600 });\n */\nwaitForApproval(options?: { timeout?: number; form?: object; selfApproval?: boolean; }): PromiseLike<{ value: any; approver: string; approved: boolean }>\n\n/**\n * Process items in parallel with optional concurrency control.\n * \n * Each item is processed by calling `fn(item)`, which should be a task().\n * Items are dispatched in batches of `concurrency` (default: all at once).\n * \n * @example\n * const process = task(async (item: string) => { ... });\n * const results = await parallel(items, process, { concurrency: 5 });\n */\nasync parallel(items: T[], fn: (item: T) => PromiseLike | R, options?: { concurrency?: number },): Promise\n\n/**\n * Commit Kafka offsets for a trigger with auto_commit disabled.\n * @param triggerPath - Path to the Kafka trigger (from event.wm_trigger.trigger_path)\n * @param topic - Kafka topic name (from event.topic)\n * @param partition - Partition number (from event.partition)\n * @param offset - Message offset to commit (from event.offset)\n */\nasync commitKafkaOffsets(triggerPath: string, topic: string, partition: number, offset: number,): Promise\n\n/**\n * Create a SQL template function for PostgreSQL/datatable queries\n * @param name - Database/datatable name (default: \"main\")\n * @returns SQL template function for building parameterized queries\n * @example\n * let sql = wmill.datatable()\n * let name = 'Robin'\n * let age = 21\n * await sql`\n * SELECT * FROM friends\n * WHERE name = ${name} AND age = ${age}::int\n * `.fetch()\n */\ndatatable(name: string = \"main\"): DatatableSqlTemplateFunction\n\n/**\n * Create a SQL template function for DuckDB/ducklake queries\n * @param name - DuckDB database name (default: \"main\")\n * @returns SQL template function for building parameterized queries\n * @example\n * let sql = wmill.ducklake()\n * let name = 'Robin'\n * let age = 21\n * await sql`\n * SELECT * FROM friends\n * WHERE name = ${name} AND age = ${age}\n * `.fetch()\n */\nducklake(name: string = \"main\"): SqlTemplateFunction\n"; @@ -8,8 +10,8 @@ export declare const WAC_SDK_TYPESCRIPT = "## TypeScript Workflow-as-Code API (w export declare const WAC_SDK_PYTHON = "## Python Workflow-as-Code API (wmill)\n\nImport: `from wmill import workflow, task, task_script, task_flow, step, sleep, wait_for_approval, get_resume_urls, parallel, TaskError`\n\n```python\n# Raised when a WAC task step failed.\n#\n# Attributes:\n# step_key: The checkpoint key of the failed step.\n# child_job_id: The UUID of the failed child job.\n# result: The error result from the child job.\nclass TaskError(Exception):\n def __init__(self, message: str, *, step_key: str = '', child_job_id: str = '', result = None)\n\n# Get URLs needed for resuming a flow after suspension.\n#\n# Args:\n# approver: Optional approver name\n# flow_level: If True, generate resume URLs for the parent flow instead of the\n# specific step. This allows pre-approvals that can be consumed by any later\n# suspend step in the same flow.\n#\n# Returns:\n# Dictionary with approvalPage, resume, and cancel URLs\ndef get_resume_urls(approver: str = None, flow_level: bool = None) -> dict\n\n# Decorator that marks a function as a workflow task.\n#\n# Works in both WAC v1 (sync, HTTP-based dispatch) and WAC v2\n# (async, checkpoint/replay) modes:\n#\n# - **v2 (inside @workflow)**: dispatches as a checkpoint step.\n# - **v1 (WM_JOB_ID set, no @workflow)**: dispatches via HTTP API.\n# - **Standalone**: executes the function body directly.\n#\n# Usage::\n#\n# @task\n# async def extract_data(url: str): ...\n#\n# @task(path=\"f/external_script\", timeout=600, tag=\"gpu\")\n# async def run_external(x: int): ...\ndef task(_func = None, *, path: Optional[str] = None, tag: Optional[str] = None, timeout: Optional[int] = None, cache_ttl: Optional[int] = None, priority: Optional[int] = None, concurrency_limit: Optional[int] = None, concurrency_key: Optional[str] = None, concurrency_time_window_s: Optional[int] = None)\n\n# Create a task that dispatches to a separate Windmill script.\n#\n# Usage::\n#\n# extract = task_script(\"f/data/extract\", timeout=600)\n#\n# @workflow\n# async def main():\n# data = await extract(url=\"https://...\")\ndef task_script(path: str, *, timeout: Optional[int] = None, tag: Optional[str] = None, cache_ttl: Optional[int] = None, priority: Optional[int] = None, concurrency_limit: Optional[int] = None, concurrency_key: Optional[str] = None, concurrency_time_window_s: Optional[int] = None)\n\n# Create a task that dispatches to a separate Windmill flow.\n#\n# Usage::\n#\n# pipeline = task_flow(\"f/etl/pipeline\", priority=10)\n#\n# @workflow\n# async def main():\n# result = await pipeline(input=data)\ndef task_flow(path: str, *, timeout: Optional[int] = None, tag: Optional[str] = None, cache_ttl: Optional[int] = None, priority: Optional[int] = None, concurrency_limit: Optional[int] = None, concurrency_key: Optional[str] = None, concurrency_time_window_s: Optional[int] = None)\n\n# Decorator marking an async function as a workflow-as-code entry point.\n#\n# The function must be **deterministic**: given the same inputs it must call\n# tasks in the same order on every replay. Branching on task results is fine\n# (results are replayed from checkpoint), but branching on external state\n# (current time, random values, external API calls) must use ``step()`` to\n# checkpoint the value so replays see the same result.\ndef workflow(func)\n\n# Execute ``fn`` inline and checkpoint the result.\n#\n# On replay the cached value is returned without re-executing ``fn``.\n# Use for lightweight deterministic operations (timestamps, random IDs,\n# config reads) that should not incur the overhead of a child job.\nasync def step(name: str, fn)\n\n# Server-side sleep \u2014 suspend the workflow for the given duration without holding a worker.\n#\n# Inside a @workflow, the parent job suspends and auto-resumes after ``seconds``.\n# Outside a workflow, falls back to ``asyncio.sleep``.\nasync def sleep(seconds: int)\n\n# Suspend the workflow and wait for an external approval.\n#\n# Use ``get_resume_urls()`` (wrapped in ``step()``) to obtain\n# resume/cancel/approval URLs before calling this function.\n#\n# Returns a dict with ``value`` (form data), ``approver``, and ``approved``.\n#\n# Args:\n# timeout: Approval timeout in seconds (default 1800).\n# form: Optional form schema for the approval page.\n# self_approval: Whether the user who triggered the flow can approve it (default True).\n#\n# Example::\n#\n# urls = await step(\"urls\", lambda: get_resume_urls())\n# await step(\"notify\", lambda: send_email(urls[\"approvalPage\"]))\n# result = await wait_for_approval(timeout=3600)\nasync def wait_for_approval(timeout: int = 1800, form: dict | None = None, self_approval: bool = True) -> dict\n\n# Process items in parallel with optional concurrency control.\n#\n# Each item is processed by calling ``fn(item)``, which should be a @task.\n# Items are dispatched in batches of ``concurrency`` (default: all at once).\n#\n# Example::\n#\n# @task\n# async def process(item: str):\n# ...\n#\n# results = await parallel(items, process, concurrency=5)\nasync def parallel(items, fn, *, concurrency: Optional[int] = None)\n```\n"; export declare const DATATABLE_SDK_TYPESCRIPT = "## TypeScript Datatable API (windmill-client)\n\nImport: `import * as wmill from 'windmill-client'`\n\nSQL statement object with query content, arguments, and execution methods\n```typescript\ntype SqlStatement = {\n /** Raw SQL content with formatted arguments */\n content: string;\n\n /** Argument values keyed by parameter name */\n args: Record;\n\n /**\n * Execute the SQL query and return results\n * @param params - Optional parameters including result collection mode\n * @returns Query results based on the result collection mode\n */\n fetch(\n params?: FetchParams // The union is for auto-completion\n ): Promise>;\n\n /**\n * Execute the SQL query and return only the first row\n * @param params - Optional parameters\n * @returns First row of the query result\n */\n fetchOne(\n params?: Omit, \"resultCollection\">\n ): Promise>;\n\n /**\n * Execute the SQL query and return only the first row as a scalar value\n * @param params - Optional parameters\n * @returns First row of the query result\n */\n fetchOneScalar(\n params?: Omit<\n FetchParams<\"last_statement_first_row_scalar\">,\n \"resultCollection\"\n >\n ): Promise>;\n\n /**\n * Execute the SQL query without fetching rows\n * @param params - Optional parameters\n */\n execute(\n params?: Omit, \"resultCollection\">\n ): Promise;\n};\n```\n\n```typescript\n// Template tag function: sql`SELECT * FROM table WHERE id = ${id}`.fetch()\ninterface DatatableSqlTemplateFunction {\n // Tagged template usage:\n (strings: TemplateStringsArray, ...values: any[]): SqlStatement;\n query(sql: string, ...params: any[]): SqlStatement;\n};\n```\n\nCreate a SQL template function for PostgreSQL/datatable queries\n@param name - Database/datatable name (default: \"main\")\n@returns SQL template function for building parameterized queries\n@example\nlet sql = wmill.datatable()\nlet name = 'Robin'\nlet age = 21\nawait sql`\n SELECT * FROM friends\n WHERE name = ${name} AND age = ${age}::int\n`.fetch()\n```typescript\nfunction datatable(name: string = \"main\"): DatatableSqlTemplateFunction\n```\n"; export declare const DATATABLE_SDK_PYTHON = "## Python Datatable API (wmill)\n\nImport: `import wmill`\n\n# Get a DataTable client for SQL queries.\n# \n# Args:\n# name: Database name (default: \"main\")\n# \n# Returns:\n# DataTableClient instance\ndef datatable(name: str = 'main') -> DataTableClient\n\n# Client for executing SQL queries against Windmill DataTables.\nclass DataTableClient:\n # Initialize DataTableClient.\n # \n # Args:\n # client: Windmill client instance\n # name: DataTable name\n def __init__(client: Windmill, name: str)\n\n # Execute a SQL query against the DataTable.\n # \n # Args:\n # sql: SQL query string with $1, $2, etc. placeholders\n # *args: Positional arguments to bind to query placeholders\n # \n # Returns:\n # SqlQuery instance for fetching results\n def query(sql: str, *args) -> SqlQuery\n\n\n# Query result handler for DataTable and DuckLake queries.\nclass SqlQuery:\n # Initialize SqlQuery.\n # \n # Args:\n # sql: SQL query string\n # fetch_fn: Function to execute the query\n def __init__(sql: str, fetch_fn)\n\n # Execute query and fetch results.\n # \n # Args:\n # result_collection: Optional result collection mode\n # \n # Returns:\n # Query results\n def fetch(result_collection: str | None = None)\n\n # Execute query and fetch first row of results.\n # \n # Returns:\n # First row of query results\n def fetch_one()\n\n # Execute query and fetch first row of results. Return result as a scalar value.\n # \n # Returns:\n # First row of query result as a scalar value\n def fetch_one_scalar()\n\n # Execute query and don't return any results.\n # \n def execute()\n\n\n"; -export declare const OPENFLOW_SCHEMA = "## OpenFlow Schema\n\n{\"OpenFlow\":{\"type\":\"object\",\"description\":\"Top-level flow definition containing metadata, configuration, and the flow structure\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Short description of what this flow does\"},\"description\":{\"type\":\"string\",\"description\":\"Detailed documentation for this flow\"},\"value\":{\"$ref\":\"#/components/schemas/FlowValue\"},\"schema\":{\"type\":\"object\",\"description\":\"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')\"},\"on_behalf_of_email\":{\"type\":\"string\",\"description\":\"The flow will be run with the permissions of the user with this email.\"}},\"required\":[\"summary\",\"value\"]},\"FlowValue\":{\"type\":\"object\",\"description\":\"The flow structure containing modules and optional preprocessor/failure handlers\",\"properties\":{\"modules\":{\"type\":\"array\",\"description\":\"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"failure_module\":{\"description\":\"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types\",\"$ref\":\"#/components/schemas/FlowModule\"},\"preprocessor_module\":{\"description\":\"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results\",\"$ref\":\"#/components/schemas/FlowModule\"},\"same_worker\":{\"type\":\"boolean\",\"description\":\"If true, all steps run on the same worker for better performance\"},\"concurrent_limit\":{\"type\":\"number\",\"description\":\"Maximum number of concurrent executions of this flow\"},\"concurrency_key\":{\"type\":\"string\",\"description\":\"Expression to group concurrent executions (e.g., by user ID)\"},\"concurrency_time_window_s\":{\"type\":\"number\",\"description\":\"Time window in seconds for concurrent_limit\"},\"debounce_delay_s\":{\"type\":\"integer\",\"description\":\"Delay in seconds to debounce flow executions\"},\"debounce_key\":{\"type\":\"string\",\"description\":\"Expression to group debounced executions\"},\"debounce_args_to_accumulate\":{\"type\":\"array\",\"description\":\"Arguments to accumulate across debounced executions\",\"items\":{\"type\":\"string\"}},\"max_total_debouncing_time\":{\"type\":\"integer\",\"description\":\"Maximum total time in seconds that a job can be debounced\"},\"max_total_debounces_amount\":{\"type\":\"integer\",\"description\":\"Maximum number of times a job can be debounced\"},\"skip_expr\":{\"type\":\"string\",\"description\":\"JavaScript expression to conditionally skip the entire flow\"},\"cache_ttl\":{\"type\":\"number\",\"description\":\"Cache duration in seconds for flow results\"},\"cache_ignore_s3_path\":{\"type\":\"boolean\"},\"delete_after_secs\":{\"type\":\"integer\",\"description\":\"If set, delete the flow job's args, result and logs after this many seconds following job completion\"},\"flow_env\":{\"type\":\"object\",\"description\":\"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).\",\"additionalProperties\":{}},\"priority\":{\"type\":\"number\",\"description\":\"Execution priority (higher numbers run first)\"},\"early_return\":{\"type\":\"string\",\"description\":\"JavaScript expression to return early from the flow\"},\"chat_input_enabled\":{\"type\":\"boolean\",\"description\":\"Whether this flow accepts chat-style input\"},\"notes\":{\"type\":\"array\",\"description\":\"Sticky notes attached to the flow\",\"items\":{\"$ref\":\"#/components/schemas/FlowNote\"}},\"groups\":{\"type\":\"array\",\"description\":\"Semantic groups of modules for organizational purposes\",\"items\":{\"$ref\":\"#/components/schemas/FlowGroup\"}}},\"required\":[\"modules\"]},\"Retry\":{\"type\":\"object\",\"description\":\"Retry configuration for failed module executions\",\"properties\":{\"constant\":{\"type\":\"object\",\"description\":\"Retry with constant delay between attempts\",\"properties\":{\"attempts\":{\"type\":\"integer\",\"description\":\"Number of retry attempts\"},\"seconds\":{\"type\":\"integer\",\"description\":\"Seconds to wait between retries\"}}},\"exponential\":{\"type\":\"object\",\"description\":\"Retry with exponential backoff (delay doubles each time)\",\"properties\":{\"attempts\":{\"type\":\"integer\",\"description\":\"Number of retry attempts\"},\"multiplier\":{\"type\":\"integer\",\"description\":\"Multiplier for exponential backoff\"},\"seconds\":{\"type\":\"integer\",\"minimum\":1,\"description\":\"Initial delay in seconds\"},\"random_factor\":{\"type\":\"integer\",\"minimum\":0,\"maximum\":100,\"description\":\"Random jitter percentage (0-100) to avoid thundering herd\"}}},\"retry_if\":{\"$ref\":\"#/components/schemas/RetryIf\"}}},\"FlowNote\":{\"type\":\"object\",\"description\":\"A sticky note attached to a flow for documentation and annotation\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier for the note\"},\"text\":{\"type\":\"string\",\"description\":\"Content of the note\"},\"position\":{\"type\":\"object\",\"description\":\"Position of the note in the flow editor\",\"properties\":{\"x\":{\"type\":\"number\",\"description\":\"X coordinate\"},\"y\":{\"type\":\"number\",\"description\":\"Y coordinate\"}},\"required\":[\"x\",\"y\"]},\"size\":{\"type\":\"object\",\"description\":\"Size of the note in the flow editor\",\"properties\":{\"width\":{\"type\":\"number\",\"description\":\"Width in pixels\"},\"height\":{\"type\":\"number\",\"description\":\"Height in pixels\"}},\"required\":[\"width\",\"height\"]},\"color\":{\"type\":\"string\",\"description\":\"Color of the note (e.g., \\\"yellow\\\", \\\"#ffff00\\\")\"},\"type\":{\"type\":\"string\",\"enum\":[\"free\",\"group\"],\"description\":\"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes\"},\"locked\":{\"type\":\"boolean\",\"default\":false,\"description\":\"Whether the note is locked and cannot be edited or moved\"},\"contained_node_ids\":{\"type\":\"array\",\"items\":{\"type\":\"string\"},\"description\":\"For group notes, the IDs of nodes contained within this group\"}},\"required\":[\"id\",\"text\",\"color\",\"type\"]},\"FlowGroup\":{\"type\":\"object\",\"description\":\"A semantic group of flow modules for organizational purposes. Does not affect execution \\u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Display name for this group\"},\"note\":{\"type\":\"string\",\"description\":\"Markdown note shown below the group header\"},\"autocollapse\":{\"type\":\"boolean\",\"default\":false,\"description\":\"If true, this group is collapsed by default in the flow editor. UI hint only.\"},\"start_id\":{\"type\":\"string\",\"description\":\"ID of the first flow module in this group (topological entry point)\"},\"end_id\":{\"type\":\"string\",\"description\":\"ID of the last flow module in this group (topological exit point)\"},\"color\":{\"type\":\"string\",\"description\":\"Color for the group in the flow editor\"}},\"required\":[\"start_id\",\"end_id\"]},\"RetryIf\":{\"type\":\"object\",\"description\":\"Conditional retry based on error or result\",\"properties\":{\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables\"}},\"required\":[\"expr\"]},\"StopAfterIf\":{\"type\":\"object\",\"description\":\"Early termination condition for a module\",\"properties\":{\"skip_if_stopped\":{\"type\":\"boolean\",\"description\":\"If true, following steps are skipped when this condition triggers\"},\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop\"},\"error_message\":{\"type\":\"string\",\"nullable\":true,\"description\":\"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.\"}},\"required\":[\"expr\"]},\"FlowModule\":{\"type\":\"object\",\"description\":\"A single step in a flow. Can be a script, subflow, loop, or branch\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)\"},\"value\":{\"$ref\":\"#/components/schemas/FlowModuleValue\"},\"stop_after_if\":{\"description\":\"Early termination condition evaluated after this step completes\",\"$ref\":\"#/components/schemas/StopAfterIf\"},\"stop_after_all_iters_if\":{\"description\":\"For loops only - early termination condition evaluated after all iterations complete\",\"$ref\":\"#/components/schemas/StopAfterIf\"},\"skip_if\":{\"type\":\"object\",\"description\":\"Conditionally skip this step based on previous results or flow inputs\",\"properties\":{\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'\"}},\"required\":[\"expr\"]},\"sleep\":{\"description\":\"Delay before executing this step (in seconds or as expression)\",\"$ref\":\"#/components/schemas/InputTransform\"},\"cache_ttl\":{\"type\":\"number\",\"description\":\"Cache duration in seconds for this step's results\"},\"cache_ignore_s3_path\":{\"type\":\"boolean\"},\"timeout\":{\"description\":\"Maximum execution time in seconds (static value or expression)\",\"$ref\":\"#/components/schemas/InputTransform\"},\"delete_after_secs\":{\"type\":\"integer\",\"description\":\"If set, delete the step's args, result and logs after this many seconds following job completion\"},\"summary\":{\"type\":\"string\",\"description\":\"Short description of what this step does\"},\"mock\":{\"type\":\"object\",\"description\":\"Mock configuration for testing without executing the actual step\",\"properties\":{\"enabled\":{\"type\":\"boolean\",\"description\":\"If true, return mock value instead of executing\"},\"return_value\":{\"description\":\"Value to return when mocked\"}}},\"suspend\":{\"type\":\"object\",\"description\":\"Configuration for approval/resume steps that wait for user input\",\"properties\":{\"required_events\":{\"type\":\"integer\",\"description\":\"Number of approvals required before continuing\"},\"timeout\":{\"type\":\"integer\",\"description\":\"Timeout in seconds before auto-continuing or canceling\"},\"resume_form\":{\"type\":\"object\",\"description\":\"Form schema for collecting input when resuming\",\"properties\":{\"schema\":{\"type\":\"object\",\"description\":\"JSON Schema for the resume form\"}}},\"user_auth_required\":{\"type\":\"boolean\",\"description\":\"If true, only authenticated users can approve\"},\"user_groups_required\":{\"description\":\"Expression or list of groups that can approve\",\"$ref\":\"#/components/schemas/InputTransform\"},\"self_approval_disabled\":{\"type\":\"boolean\",\"description\":\"If true, the user who started the flow cannot approve\"},\"hide_cancel\":{\"type\":\"boolean\",\"description\":\"If true, hide the cancel button on the approval form\"},\"continue_on_disapprove_timeout\":{\"type\":\"boolean\",\"description\":\"If true, continue flow on timeout instead of canceling\"}}},\"priority\":{\"type\":\"number\",\"description\":\"Execution priority for this step (higher numbers run first)\"},\"continue_on_error\":{\"type\":\"boolean\",\"description\":\"If true, flow continues even if this step fails\"},\"retry\":{\"description\":\"Retry configuration if this step fails\",\"$ref\":\"#/components/schemas/Retry\"},\"debouncing\":{\"description\":\"Debounce configuration for this step (EE only)\",\"type\":\"object\",\"properties\":{\"debounce_delay_s\":{\"type\":\"integer\",\"description\":\"Delay in seconds to debounce this step's executions across flow runs\"},\"debounce_key\":{\"type\":\"string\",\"description\":\"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-\"},\"debounce_args_to_accumulate\":{\"type\":\"array\",\"description\":\"Array-type arguments to accumulate across debounced executions\",\"items\":{\"type\":\"string\"}},\"max_total_debouncing_time\":{\"type\":\"integer\",\"description\":\"Maximum total time in seconds before forced execution\"},\"max_total_debounces_amount\":{\"type\":\"integer\",\"description\":\"Maximum number of debounces before forced execution\"}}}},\"required\":[\"value\",\"id\"]},\"InputTransform\":{\"description\":\"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs\",\"oneOf\":[{\"$ref\":\"#/components/schemas/StaticTransform\"},{\"$ref\":\"#/components/schemas/JavascriptTransform\"},{\"$ref\":\"#/components/schemas/AiTransform\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"static\":\"#/components/schemas/StaticTransform\",\"javascript\":\"#/components/schemas/JavascriptTransform\",\"ai\":\"#/components/schemas/AiTransform\"}}},\"StaticTransform\":{\"type\":\"object\",\"description\":\"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'\",\"properties\":{\"value\":{\"description\":\"The static value. For resources, use format '$res:path/to/resource'\"},\"type\":{\"type\":\"string\",\"enum\":[\"static\"]}},\"required\":[\"type\"]},\"JavascriptTransform\":{\"type\":\"object\",\"description\":\"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value\",\"properties\":{\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)\"},\"type\":{\"type\":\"string\",\"enum\":[\"javascript\"]}},\"required\":[\"expr\",\"type\"]},\"AiTransform\":{\"type\":\"object\",\"description\":\"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"ai\"]}},\"required\":[\"type\"]},\"AIProviderKind\":{\"type\":\"string\",\"description\":\"Supported AI provider types\",\"enum\":[\"openai\",\"azure_openai\",\"anthropic\",\"mistral\",\"deepseek\",\"googleai\",\"groq\",\"openrouter\",\"togetherai\",\"customai\",\"aws_bedrock\"]},\"ProviderConfig\":{\"type\":\"object\",\"description\":\"Complete AI provider configuration with resource reference and model selection\",\"properties\":{\"kind\":{\"$ref\":\"#/components/schemas/AIProviderKind\"},\"resource\":{\"type\":\"string\",\"description\":\"Resource reference in format '$res:{resource_path}' pointing to provider credentials\"},\"model\":{\"type\":\"string\",\"description\":\"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')\"}},\"required\":[\"kind\",\"resource\",\"model\"]},\"StaticProviderTransform\":{\"type\":\"object\",\"description\":\"Static provider configuration passed directly to the AI agent\",\"properties\":{\"value\":{\"$ref\":\"#/components/schemas/ProviderConfig\"},\"type\":{\"type\":\"string\",\"enum\":[\"static\"]}},\"required\":[\"type\",\"value\"]},\"ProviderTransform\":{\"description\":\"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined\",\"oneOf\":[{\"$ref\":\"#/components/schemas/StaticProviderTransform\"},{\"$ref\":\"#/components/schemas/JavascriptTransform\"},{\"$ref\":\"#/components/schemas/AiTransform\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"static\":\"#/components/schemas/StaticProviderTransform\",\"javascript\":\"#/components/schemas/JavascriptTransform\",\"ai\":\"#/components/schemas/AiTransform\"}}},\"MemoryOff\":{\"type\":\"object\",\"description\":\"No conversation memory/context\",\"properties\":{\"kind\":{\"type\":\"string\",\"enum\":[\"off\"]}},\"required\":[\"kind\"]},\"MemoryAuto\":{\"type\":\"object\",\"description\":\"Automatic context management\",\"properties\":{\"kind\":{\"type\":\"string\",\"enum\":[\"auto\"]},\"context_length\":{\"type\":\"integer\",\"description\":\"Maximum number of messages to retain in context\"},\"memory_id\":{\"type\":\"string\",\"description\":\"Identifier for persistent memory across agent invocations\"}},\"required\":[\"kind\"]},\"MemoryMessage\":{\"type\":\"object\",\"description\":\"A single message in conversation history\",\"properties\":{\"role\":{\"type\":\"string\",\"enum\":[\"user\",\"assistant\",\"system\"]},\"content\":{\"type\":\"string\"}},\"required\":[\"role\",\"content\"]},\"MemoryManual\":{\"type\":\"object\",\"description\":\"Explicit message history\",\"properties\":{\"kind\":{\"type\":\"string\",\"enum\":[\"manual\"]},\"messages\":{\"type\":\"array\",\"items\":{\"$ref\":\"#/components/schemas/MemoryMessage\"}}},\"required\":[\"kind\",\"messages\"]},\"MemoryConfig\":{\"description\":\"Conversation memory configuration\",\"oneOf\":[{\"$ref\":\"#/components/schemas/MemoryOff\"},{\"$ref\":\"#/components/schemas/MemoryAuto\"},{\"$ref\":\"#/components/schemas/MemoryManual\"}],\"discriminator\":{\"propertyName\":\"kind\",\"mapping\":{\"off\":\"#/components/schemas/MemoryOff\",\"auto\":\"#/components/schemas/MemoryAuto\",\"manual\":\"#/components/schemas/MemoryManual\"}}},\"StaticMemoryTransform\":{\"type\":\"object\",\"description\":\"Static memory configuration passed directly to the AI agent\",\"properties\":{\"value\":{\"$ref\":\"#/components/schemas/MemoryConfig\"},\"type\":{\"type\":\"string\",\"enum\":[\"static\"]}},\"required\":[\"type\",\"value\"]},\"MemoryTransform\":{\"description\":\"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined\",\"oneOf\":[{\"$ref\":\"#/components/schemas/StaticMemoryTransform\"},{\"$ref\":\"#/components/schemas/JavascriptTransform\"},{\"$ref\":\"#/components/schemas/AiTransform\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"static\":\"#/components/schemas/StaticMemoryTransform\",\"javascript\":\"#/components/schemas/JavascriptTransform\",\"ai\":\"#/components/schemas/AiTransform\"}}},\"FlowModuleValue\":{\"description\":\"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type\",\"oneOf\":[{\"$ref\":\"#/components/schemas/RawScript\"},{\"$ref\":\"#/components/schemas/PathScript\"},{\"$ref\":\"#/components/schemas/PathFlow\"},{\"$ref\":\"#/components/schemas/ForloopFlow\"},{\"$ref\":\"#/components/schemas/WhileloopFlow\"},{\"$ref\":\"#/components/schemas/BranchOne\"},{\"$ref\":\"#/components/schemas/BranchAll\"},{\"$ref\":\"#/components/schemas/Identity\"},{\"$ref\":\"#/components/schemas/AiAgent\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"rawscript\":\"#/components/schemas/RawScript\",\"script\":\"#/components/schemas/PathScript\",\"flow\":\"#/components/schemas/PathFlow\",\"forloopflow\":\"#/components/schemas/ForloopFlow\",\"whileloopflow\":\"#/components/schemas/WhileloopFlow\",\"branchone\":\"#/components/schemas/BranchOne\",\"branchall\":\"#/components/schemas/BranchAll\",\"identity\":\"#/components/schemas/Identity\",\"aiagent\":\"#/components/schemas/AiAgent\"}}},\"RawScript\":{\"type\":\"object\",\"description\":\"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments\",\"additionalProperties\":{\"$ref\":\"#/components/schemas/InputTransform\"}},\"content\":{\"type\":\"string\",\"description\":\"The script source code. Should export a 'main' function\"},\"language\":{\"type\":\"string\",\"description\":\"Programming language for this script\",\"enum\":[\"deno\",\"bun\",\"python3\",\"go\",\"bash\",\"powershell\",\"postgresql\",\"mysql\",\"bigquery\",\"snowflake\",\"mssql\",\"oracledb\",\"graphql\",\"nativets\",\"php\",\"rust\",\"ansible\",\"csharp\",\"nu\",\"java\",\"ruby\",\"rlang\",\"duckdb\"]},\"path\":{\"type\":\"string\",\"description\":\"Optional path for saving this script\"},\"lock\":{\"type\":\"string\",\"description\":\"Lock file content for dependencies\"},\"type\":{\"type\":\"string\",\"enum\":[\"rawscript\"]},\"tag\":{\"type\":\"string\",\"description\":\"Worker group tag for execution routing\"},\"concurrent_limit\":{\"type\":\"number\",\"description\":\"Maximum concurrent executions of this script\"},\"concurrency_time_window_s\":{\"type\":\"number\",\"description\":\"Time window for concurrent_limit\"},\"custom_concurrency_key\":{\"type\":\"string\",\"description\":\"Custom key for grouping concurrent executions\"},\"is_trigger\":{\"type\":\"boolean\",\"description\":\"If true, this script is a trigger that can start the flow\"},\"assets\":{\"type\":\"array\",\"description\":\"External resources this script accesses (S3 objects, resources, etc.)\",\"items\":{\"type\":\"object\",\"required\":[\"path\",\"kind\"],\"properties\":{\"path\":{\"type\":\"string\",\"description\":\"Path to the asset\"},\"kind\":{\"type\":\"string\",\"description\":\"Type of asset\",\"enum\":[\"s3object\",\"resource\",\"ducklake\",\"datatable\",\"volume\"]},\"access_type\":{\"type\":\"string\",\"nullable\":true,\"description\":\"Access level for this asset\",\"enum\":[\"r\",\"w\",\"rw\"]},\"alt_access_type\":{\"type\":\"string\",\"nullable\":true,\"description\":\"Alternative access level\",\"enum\":[\"r\",\"w\",\"rw\"]}}}}},\"required\":[\"type\",\"content\",\"language\",\"input_transforms\"]},\"PathScript\":{\"type\":\"object\",\"description\":\"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments\",\"additionalProperties\":{\"$ref\":\"#/components/schemas/InputTransform\"}},\"path\":{\"type\":\"string\",\"description\":\"Path to the script in the workspace (e.g., 'f/scripts/send_email')\"},\"hash\":{\"type\":\"string\",\"description\":\"Optional specific version hash of the script to use\"},\"type\":{\"type\":\"string\",\"enum\":[\"script\"]},\"tag_override\":{\"type\":\"string\",\"description\":\"Override the script's default worker group tag\"},\"is_trigger\":{\"type\":\"boolean\",\"description\":\"If true, this script is a trigger that can start the flow\"}},\"required\":[\"type\",\"path\",\"input_transforms\"]},\"PathFlow\":{\"type\":\"object\",\"description\":\"Reference to an existing flow by path. Use this to call another flow as a subflow\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments\",\"additionalProperties\":{\"$ref\":\"#/components/schemas/InputTransform\"}},\"path\":{\"type\":\"string\",\"description\":\"Path to the flow in the workspace (e.g., 'f/flows/process_user')\"},\"type\":{\"type\":\"string\",\"enum\":[\"flow\"]}},\"required\":[\"type\",\"path\",\"input_transforms\"]},\"ForloopFlow\":{\"type\":\"object\",\"description\":\"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations\",\"properties\":{\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"iterator\":{\"description\":\"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'\",\"$ref\":\"#/components/schemas/InputTransform\"},\"skip_failures\":{\"type\":\"boolean\",\"description\":\"If true, iteration failures don't stop the loop. Failed iterations return null\"},\"type\":{\"type\":\"string\",\"enum\":[\"forloopflow\"]},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency\"},\"parallelism\":{\"description\":\"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression\",\"$ref\":\"#/components/schemas/InputTransform\"},\"squash\":{\"type\":\"boolean\"}},\"required\":[\"modules\",\"iterator\",\"skip_failures\",\"type\"]},\"WhileloopFlow\":{\"type\":\"object\",\"description\":\"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination\",\"properties\":{\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute in each iteration. Use stop_after_if to control when the loop ends\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"skip_failures\":{\"type\":\"boolean\",\"description\":\"If true, iteration failures don't stop the loop. Failed iterations return null\"},\"type\":{\"type\":\"string\",\"enum\":[\"whileloopflow\"]},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, iterations run concurrently (use with caution in while loops)\"},\"parallelism\":{\"description\":\"Maximum number of concurrent iterations when parallel=true\",\"$ref\":\"#/components/schemas/InputTransform\"},\"squash\":{\"type\":\"boolean\"}},\"required\":[\"modules\",\"skip_failures\",\"type\"]},\"BranchOne\":{\"type\":\"object\",\"description\":\"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes\",\"properties\":{\"branches\":{\"type\":\"array\",\"description\":\"Array of branches to evaluate in order. The first branch with expr evaluating to true executes\",\"items\":{\"type\":\"object\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Short description of this branch condition\"},\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins\"},\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute if this branch's expr is true\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}}},\"required\":[\"modules\",\"expr\"]}},\"default\":{\"type\":\"array\",\"description\":\"Steps to execute if no branch expressions match\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"type\":{\"type\":\"string\",\"enum\":[\"branchone\"]}},\"required\":[\"branches\",\"default\",\"type\"]},\"BranchAll\":{\"type\":\"object\",\"description\":\"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently\",\"properties\":{\"branches\":{\"type\":\"array\",\"description\":\"Array of branches that all execute (either in parallel or sequentially)\",\"items\":{\"type\":\"object\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Short description of this branch's purpose\"},\"skip_failure\":{\"type\":\"boolean\",\"description\":\"If true, failure in this branch doesn't fail the entire flow\"},\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute in this branch\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}}},\"required\":[\"modules\"]}},\"type\":{\"type\":\"string\",\"enum\":[\"branchall\"]},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, all branches execute concurrently. If false, they execute sequentially\"}},\"required\":[\"branches\",\"type\"]},\"AgentTool\":{\"type\":\"object\",\"description\":\"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')\"},\"summary\":{\"type\":\"string\",\"description\":\"Short description of what this tool does (shown to the AI)\"},\"value\":{\"$ref\":\"#/components/schemas/ToolValue\"}},\"required\":[\"id\",\"value\"]},\"ToolValue\":{\"description\":\"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference\",\"oneOf\":[{\"$ref\":\"#/components/schemas/FlowModuleTool\"},{\"$ref\":\"#/components/schemas/McpToolValue\"},{\"$ref\":\"#/components/schemas/WebsearchToolValue\"}],\"discriminator\":{\"propertyName\":\"tool_type\",\"mapping\":{\"flowmodule\":\"#/components/schemas/FlowModuleTool\",\"mcp\":\"#/components/schemas/McpToolValue\",\"websearch\":\"#/components/schemas/WebsearchToolValue\"}}},\"FlowModuleTool\":{\"description\":\"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module\",\"allOf\":[{\"type\":\"object\",\"properties\":{\"tool_type\":{\"type\":\"string\",\"enum\":[\"flowmodule\"]}},\"required\":[\"tool_type\"]},{\"$ref\":\"#/components/schemas/FlowModuleValue\"}]},\"WebsearchToolValue\":{\"type\":\"object\",\"description\":\"A tool implemented as a websearch tool. The AI can call this like any other websearch tool\",\"properties\":{\"tool_type\":{\"type\":\"string\",\"enum\":[\"websearch\"]}},\"required\":[\"tool_type\"]},\"McpToolValue\":{\"type\":\"object\",\"description\":\"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers\",\"properties\":{\"tool_type\":{\"type\":\"string\",\"enum\":[\"mcp\"]},\"resource_path\":{\"type\":\"string\",\"description\":\"Path to the MCP resource/server configuration\"},\"include_tools\":{\"type\":\"array\",\"description\":\"Whitelist of specific tools to include from this MCP server\",\"items\":{\"type\":\"string\"}},\"exclude_tools\":{\"type\":\"array\",\"description\":\"Blacklist of tools to exclude from this MCP server\",\"items\":{\"type\":\"string\"}}},\"required\":[\"tool_type\",\"resource_path\"]},\"AiAgent\":{\"type\":\"object\",\"description\":\"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Input parameters for the AI agent mapped to their values\",\"properties\":{\"provider\":{\"$ref\":\"#/components/schemas/ProviderTransform\"},\"output_type\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Output format type.\\nValid values: 'text' (default) - plain text response, 'image' - image generation\\n\"},\"user_message\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax.\"},\"system_prompt\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"System instructions that guide the AI's behavior, persona, and response style. Optional.\"},\"streaming\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Boolean. If true, stream the AI response incrementally.\\nStreaming events include: token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\\n\"},\"memory\":{\"$ref\":\"#/components/schemas/MemoryTransform\"},\"output_schema\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\\n\"},\"user_attachments\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Array of file references (images or PDFs) for the AI agent.\\nFormat: Array<{ bucket: string, key: string }> - S3 object references\\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\\n\"},\"max_completion_tokens\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Integer. Maximum number of tokens the AI will generate in its response.\\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\\n\"},\"temperature\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Float. Controls randomness/creativity of responses.\\nRange: 0.0 to 2.0 (provider-dependent)\\n- 0.0 = deterministic, focused responses\\n- 0.7 = balanced (common default)\\n- 1.0+ = more creative/random\\n\"}},\"required\":[\"provider\",\"user_message\",\"output_type\"]},\"tools\":{\"type\":\"array\",\"description\":\"Array of tools the agent can use. The agent decides which tools to call based on the task\",\"items\":{\"$ref\":\"#/components/schemas/AgentTool\"}},\"type\":{\"type\":\"string\",\"enum\":[\"aiagent\"]},\"omit_output_from_conversation\":{\"type\":\"boolean\",\"default\":false,\"description\":\"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled.\"},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, the agent can execute multiple tool calls in parallel\"}},\"required\":[\"tools\",\"type\",\"input_transforms\"]},\"Identity\":{\"type\":\"object\",\"description\":\"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"identity\"]},\"flow\":{\"type\":\"boolean\",\"description\":\"If true, marks this as a flow identity (special handling)\"}},\"required\":[\"type\"]},\"FlowStatus\":{\"type\":\"object\",\"properties\":{\"step\":{\"type\":\"integer\"},\"modules\":{\"type\":\"array\",\"items\":{\"$ref\":\"#/components/schemas/FlowStatusModule\"}},\"user_states\":{\"additionalProperties\":true},\"preprocessor_module\":{\"allOf\":[{\"$ref\":\"#/components/schemas/FlowStatusModule\"}]},\"failure_module\":{\"allOf\":[{\"$ref\":\"#/components/schemas/FlowStatusModule\"},{\"type\":\"object\",\"properties\":{\"parent_module\":{\"type\":\"string\"}}}]},\"retry\":{\"type\":\"object\",\"properties\":{\"fail_count\":{\"type\":\"integer\"},\"failed_jobs\":{\"type\":\"array\",\"items\":{\"type\":\"string\",\"format\":\"uuid\"}}}}},\"required\":[\"step\",\"modules\",\"failure_module\"]},\"FlowStatusModule\":{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"WaitingForPriorSteps\",\"WaitingForEvents\",\"WaitingForExecutor\",\"InProgress\",\"Success\",\"Failure\"]},\"id\":{\"type\":\"string\"},\"job\":{\"type\":\"string\",\"format\":\"uuid\"},\"count\":{\"type\":\"integer\"},\"progress\":{\"type\":\"integer\"},\"iterator\":{\"type\":\"object\",\"properties\":{\"index\":{\"type\":\"integer\"},\"itered\":{\"type\":\"array\",\"items\":{}},\"itered_len\":{\"type\":\"integer\"},\"args\":{}}},\"flow_jobs\":{\"type\":\"array\",\"items\":{\"type\":\"string\"}},\"flow_jobs_success\":{\"type\":\"array\",\"items\":{\"type\":\"boolean\"}},\"flow_jobs_duration\":{\"type\":\"object\",\"properties\":{\"started_at\":{\"type\":\"array\",\"items\":{\"type\":\"string\"}},\"duration_ms\":{\"type\":\"array\",\"items\":{\"type\":\"integer\"}}}},\"branch_chosen\":{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"branch\",\"default\"]},\"branch\":{\"type\":\"integer\"}},\"required\":[\"type\"]},\"branchall\":{\"type\":\"object\",\"properties\":{\"branch\":{\"type\":\"integer\"},\"len\":{\"type\":\"integer\"}},\"required\":[\"branch\",\"len\"]},\"approvers\":{\"type\":\"array\",\"items\":{\"type\":\"object\",\"properties\":{\"resume_id\":{\"type\":\"integer\"},\"approver\":{\"type\":\"string\"}},\"required\":[\"resume_id\",\"approver\"]}},\"failed_retries\":{\"type\":\"array\",\"items\":{\"type\":\"string\",\"format\":\"uuid\"}},\"skipped\":{\"type\":\"boolean\"},\"agent_actions\":{\"type\":\"array\",\"items\":{\"type\":\"object\",\"oneOf\":[{\"type\":\"object\",\"properties\":{\"job_id\":{\"type\":\"string\",\"format\":\"uuid\"},\"function_name\":{\"type\":\"string\"},\"type\":{\"type\":\"string\",\"enum\":[\"tool_call\"]},\"module_id\":{\"type\":\"string\"}},\"required\":[\"job_id\",\"function_name\",\"type\",\"module_id\"]},{\"type\":\"object\",\"properties\":{\"call_id\":{\"type\":\"string\",\"format\":\"uuid\"},\"function_name\":{\"type\":\"string\"},\"resource_path\":{\"type\":\"string\"},\"type\":{\"type\":\"string\",\"enum\":[\"mcp_tool_call\"]},\"arguments\":{\"type\":\"object\"}},\"required\":[\"call_id\",\"function_name\",\"resource_path\",\"type\"]},{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"web_search\"]}},\"required\":[\"type\"]},{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"message\"]}},\"required\":[\"content\",\"type\"]}]}},\"agent_actions_success\":{\"type\":\"array\",\"items\":{\"type\":\"boolean\"}}},\"required\":[\"type\"]}}"; -export declare const CLI_COMMANDS = "# Windmill CLI Commands\n\nThe Windmill CLI (`wmill`) provides commands for managing scripts, flows, apps, and other resources.\n\n## Global Options\n\n- `--workspace ` - Specify the target workspace. This overrides the default workspace.\n- `--debug --verbose` - Show debug/verbose logs\n- `--show-diffs` - Show diff informations when syncing (may show sensitive informations)\n- `--token ` - Specify an API token. This will override any stored token.\n- `--base-url ` - Specify the base URL of the API. If used, --token and --workspace are required and no local remote/workspace already set will be used.\n- `--config-dir ` - Specify a custom config directory. Overrides WMILL_CONFIG_DIR environment variable and default ~/.config location.\n\n## Commands\n\n### app\n\napp related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `app list` - list all apps\n - `--json` - Output as JSON (for piping to jq)\n- `app get ` - get an app's details\n - `--json` - Output as JSON (for piping to jq)\n- `app push [file_path:string] [remote_path:string]` - push a local app. With no args, infers the app from the current directory and the remote path from its location relative to wmill.yaml.\n- `app dev [app_folder:string]` - Start a development server for building apps with live reload and hot module replacement\n - `--port ` - Port to run the dev server on (will find next available port if occupied)\n - `--host ` - Host to bind the dev server to\n - `--entry ` - Entry point file (default: index.ts for Svelte/Vue, index.tsx otherwise)\n - `--no-open` - Don't automatically open the browser\n- `app lint [app_folder:string]` - Lint a raw app folder to validate structure and buildability\n - `--fix` - Attempt to fix common issues (not implemented yet)\n- `app new` - create a new raw app from a template\n - `--summary ` - App summary (short description). Skips the prompt when provided. Triggers non-interactive mode.\n - `--path ` - App path (e.g., f/folder/my_app or u/username/my_app). Skips the prompt when provided. Triggers non-interactive mode.\n - `--framework ` - Framework template: react19 | react18 | svelte5 | vue. Skips the prompt when provided. Triggers non-interactive mode.\n - `--datatable ` - Datatable to wire up. Without this flag in non-interactive mode, no datatable is configured.\n - `--schema ` - Schema to use with --datatable. Created (CREATE SCHEMA IF NOT EXISTS) if it doesn't already exist.\n - `--overwrite` - Overwrite the target directory if it already exists, without prompting.\n - `--no-open-in-desktop` - Do not prompt to open the new app in Claude Desktop.\n- `app generate-agents [app_folder:string]` - regenerate AGENTS.md and DATATABLES.md from remote workspace\n- `app set-permissioned-as ` - Set the on_behalf_of_email for an app (requires admin or wm_deployers group)\n\n### audit\n\nView audit logs (requires admin)\n\n**Subcommands:**\n\n- `audit list` - List audit log entries\n- `audit get ` - Get a specific audit log entry\n - `--json` - Output as JSON (for piping to jq)\n\n### config\n\nShow all available wmill.yaml configuration options\n\n**Options:**\n- `--json` - Output as JSON for programmatic consumption\n\n**Subcommands:**\n\n- `config migrate` - Migrate wmill.yaml from gitBranches/environments to workspaces format\n\n### dependencies\n\nworkspace dependencies related commands\n\n**Alias:** `deps`\n\n**Subcommands:**\n\n- `dependencies push ` - Push workspace dependencies from a local file\n\n### dev\n\nWatch local file changes and live-reload the dev page for preview. Does NOT deploy to the remote workspace \u2014 use wmill sync push for that.\n\n**Options:**\n- `--includes ` - Filter paths given a glob pattern or path\n- `--proxy-port ` - Port for a localhost reverse proxy to the remote Windmill server\n- `--path ` - Watch a specific windmill path (e.g., u/admin/my_script or f/my_flow)\n- `--no-open` - Do not open the browser automatically\n\n### docs\n\nSearch Windmill documentation.\n\n**Arguments:** ``\n\n**Options:**\n- `--json` - Output results as JSON.\n\n### flow\n\nflow related commands\n\n**Options:**\n- `--show-archived` - Enable archived flows in output\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `flow list` - list all flows\n - `--show-archived` - Enable archived flows in output\n - `--json` - Output as JSON (for piping to jq)\n- `flow get ` - get a flow's details\n - `--json` - Output as JSON (for piping to jq)\n- `flow push ` - push a local flow spec. This overrides any remote versions.\n - `--message ` - Deployment message\n- `flow run ` - run a flow by path.\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not ouput anything other then the final output. Useful for scripting.\n- `flow preview ` - preview a local flow without deploying it. Runs the flow definition from local files and uses local PathScripts by default.\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not output anything other then the final output. Useful for scripting.\n - `--remote` - Use deployed workspace scripts for PathScript steps instead of local files.\n- `flow new ` - create a new empty flow\n - `--summary ` - flow summary\n - `--description ` - flow description\n- `flow bootstrap ` - create a new empty flow (alias for new)\n - `--summary ` - flow summary\n - `--description ` - flow description\n- `flow history ` - Show version history for a flow\n - `--json` - Output as JSON (for piping to jq)\n- `flow show-version ` - Show a specific version of a flow\n - `--json` - Output as JSON (for piping to jq)\n- `flow set-permissioned-as ` - Set the on_behalf_of_email for a flow (requires admin or wm_deployers group)\n\n### folder\n\nfolder related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `folder list` - list all folders\n - `--json` - Output as JSON (for piping to jq)\n- `folder get ` - get a folder's details\n - `--json` - Output as JSON (for piping to jq)\n- `folder new ` - create a new folder locally\n - `--summary ` - folder summary\n- `folder push ` - push a local folder to the remote by name. This overrides any remote versions.\n- `folder add-missing` - create default folder.meta.yaml for all subdirectories of f/ that are missing one\n - `-y, --yes` - skip confirmation prompt\n- `folder show-rules ` - Show default_permissioned_as rules for a folder. Use --test-path to see which rule matches a given item path.\n - `--test-path ` - Test which rule matches this item path (e.g. f/prod/jobs/my_script)\n - `--json` - Output as JSON\n\n### generate-metadata\n\nGenerate metadata (locks, schemas) for all scripts, flows, and apps\n\n**Arguments:** `[folder:string]`\n\n**Options:**\n- `--yes` - Skip confirmation prompt\n- `--dry-run` - Show what would be updated without making changes\n- `--lock-only` - Re-generate only the lock files\n- `--schema-only` - Re-generate only script schemas (skips flows and apps)\n- `--skip-scripts` - Skip processing scripts\n- `--skip-flows` - Skip processing flows\n- `--skip-apps` - Skip processing apps\n- `--strict-folder-boundaries` - Only update items inside the specified folder (requires folder argument)\n- `--parallel ` - Number of items to process in parallel\n- `-i --includes ` - Comma separated patterns to specify which files to include\n- `-e --excludes ` - Comma separated patterns to specify which files to exclude\n\n**Subcommands:**\n\n- `generate-metadata rehash [folder:string]`\n - `--skip-scripts` - Skip processing scripts\n - `--skip-flows` - Skip processing flows\n - `--skip-apps` - Skip processing apps\n - `--parallel ` - Number of items to process in parallel\n - `-i --includes ` - Comma separated patterns to specify which files to include\n - `-e --excludes ` - Comma separated patterns to specify which files to exclude\n\n### gitsync-settings\n\nManage git-sync settings between local wmill.yaml and Windmill backend\n\n**Subcommands:**\n\n- `gitsync-settings pull` - Pull git-sync settings from Windmill backend to local wmill.yaml\n - `--repository ` - Specify repository path (e.g., u/user/repo)\n - `--default` - Write settings to top-level defaults instead of overrides\n - `--replace` - Replace existing settings (non-interactive mode)\n - `--override` - Add branch-specific override (non-interactive mode)\n - `--diff` - Show differences without applying changes\n - `--json-output` - Output in JSON format\n - `--with-backend-settings ` - Use provided JSON settings instead of querying backend (for testing)\n - `--yes` - Skip interactive prompts and use default behavior\n - `--promotion ` - Use promotionOverrides from the specified branch instead of regular overrides\n- `gitsync-settings push` - Push git-sync settings from local wmill.yaml to Windmill backend\n - `--repository ` - Specify repository path (e.g., u/user/repo)\n - `--diff` - Show what would be pushed without applying changes\n - `--json-output` - Output in JSON format\n - `--with-backend-settings ` - Use provided JSON settings instead of querying backend (for testing)\n - `--yes` - Skip interactive prompts and use default behavior\n - `--promotion ` - Use promotionOverrides from the specified branch instead of regular overrides\n\n### group\n\nManage workspace groups\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `group list` - List all groups in the workspace\n - `--json` - Output as JSON (for piping to jq)\n- `group get ` - Get group details and members\n - `--json` - Output as JSON (for piping to jq)\n- `group create ` - Create a new group\n - `--summary ` - Group summary/description\n- `group delete ` - Delete a group\n- `group add-user ` - Add a user to a group\n- `group remove-user ` - Remove a user from a group\n\n### hub\n\nHub related commands. EXPERIMENTAL. INTERNAL USE ONLY.\n\n**Subcommands:**\n\n- `hub pull` - pull any supported definitions. EXPERIMENTAL.\n\n### init\n\nBootstrap a windmill project with a wmill.yaml file\n\n**Options:**\n- `--use-default` - Use default settings without checking backend\n- `--use-backend` - Use backend git-sync settings if available\n- `--repository ` - Specify repository path (e.g., u/user/repo) when using backend settings\n- `--bind-profile` - Automatically bind active workspace profile to current Git branch\n- `--no-bind-profile` - Skip workspace profile binding prompt\n\n### instance\n\nsync local with a remote instance or the opposite (push or pull)\n\n**Subcommands:**\n\n- `instance add [instance_name:string] [remote:string] [token:string]` - Add a new instance\n- `instance remove ` - Remove an instance\n- `instance switch ` - Switch the current instance\n- `instance pull` - Pull instance settings, users, configs, instance groups and overwrite local\n - `--yes` - Pull without needing confirmation\n - `--dry-run` - Perform a dry run without making changes\n - `--skip-users` - Skip pulling users\n - `--skip-settings` - Skip pulling settings\n - `--skip-configs` - Skip pulling configs (worker groups)\n - `--skip-groups` - Skip pulling instance groups\n - `--include-workspaces` - Also pull workspaces\n - `--folder-per-instance` - Create a folder per instance\n - `--instance ` - Name of the instance to pull from, override the active instance\n - `--prefix ` - Prefix of the local workspaces to pull, used to create the folders when using --include-workspaces\n - `--prefix-settings` - Store instance yamls inside prefixed folders when using --prefix and --folder-per-instance\n- `instance push` - Push instance settings, users, configs, group and overwrite remote\n - `--yes` - Push without needing confirmation\n - `--dry-run` - Perform a dry run without making changes\n - `--skip-users` - Skip pushing users\n - `--skip-settings` - Skip pushing settings\n - `--skip-configs` - Skip pushing configs (worker groups)\n - `--skip-groups` - Skip pushing instance groups\n - `--include-workspaces` - Also push workspaces\n - `--folder-per-instance` - Create a folder per instance\n - `--instance ` - Name of the instance to push to, override the active instance\n - `--prefix ` - Prefix of the local workspaces folders to push\n - `--prefix-settings` - Store instance yamls inside prefixed folders when using --prefix and --folder-per-instance\n- `instance whoami` - Display information about the currently logged-in user\n- `instance get-config` - Dump the current instance config (global settings + worker configs) as YAML\n - `-o, --output-file ` - Write YAML to a file instead of stdout\n - `--show-secrets` - Include sensitive fields (license key, JWT secret) without prompting\n - `--instance ` - Name of the instance, override the active instance\n- `instance connect-slack`\n - `--bot-token ` - Slack bot token (xoxb-...)\n - `--team-id ` - Slack team id\n - `--team-name ` - Slack team name\n - `--instance ` - Instance profile to connect against (defaults to the active instance)\n\n### job\n\nManage jobs (list, inspect, cancel)\n\n**Subcommands:**\n\n- `job list` - List recent jobs\n- `job get ` - Get job details. For flows: shows step tree with sub-job IDs\n - `--json` - Output as JSON (for piping to jq)\n- `job result ` - Get the result of a completed job (machine-friendly)\n- `job logs ` - Get job logs. For flows: aggregates all step logs\n- `job cancel ` - Cancel a running or queued job\n - `--reason ` - Reason for cancellation\n\n### jobs\n\nPull completed and queued jobs from workspace\n\n**Arguments:** `[workspace:string]`\n\n**Options:**\n- `-c, --completed-output ` - Completed jobs output file (default: completed_jobs.json)\n- `-q, --queued-output ` - Queued jobs output file (default: queued_jobs.json)\n- `--skip-worker-check` - Skip checking for active workers before export\n\n**Subcommands:**\n\n- `jobs pull`\n- `jobs push`\n\n### lint\n\nValidate Windmill flow, schedule, and trigger YAML files in a directory\n\n**Arguments:** `[directory:string]`\n\n**Options:**\n- `--json` - Output results in JSON format\n- `--fail-on-warn` - Exit with code 1 when warnings are emitted\n- `--locks-required` - Fail if scripts or flow inline scripts that need locks have no locks\n- `-w, --watch` - Watch for file changes and re-lint automatically\n\n### queues\n\nList all queues with their metrics\n\n**Arguments:** `[workspace:string] the optional workspace to filter by (default to all workspaces)`\n\n**Options:**\n- `--instance [instance]` - Name of the instance to push to, override the active instance\n- `--base-url [baseUrl]` - If used with --token, will be used as the base url for the instance\n\n### resource\n\nresource related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `resource list` - list all resources\n - `--json` - Output as JSON (for piping to jq)\n- `resource get ` - get a resource's details\n - `--json` - Output as JSON (for piping to jq)\n- `resource new ` - create a new resource locally\n- `resource push ` - push a local resource spec. This overrides any remote versions.\n\n### resource-type\n\nresource type related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `resource-type list` - list all resource types\n - `--schema` - Show schema in the output\n - `--json` - Output as JSON (for piping to jq)\n- `resource-type get ` - get a resource type's details\n - `--json` - Output as JSON (for piping to jq)\n- `resource-type new ` - create a new resource type locally\n- `resource-type push ` - push a local resource spec. This overrides any remote versions.\n- `resource-type generate-namespace` - Create a TypeScript definition file with the RT namespace generated from the resource types\n\n### schedule\n\nschedule related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `schedule list` - list all schedules\n - `--json` - Output as JSON (for piping to jq)\n- `schedule get ` - get a schedule's details\n - `--json` - Output as JSON (for piping to jq)\n- `schedule new ` - create a new schedule locally\n- `schedule push ` - push a local schedule spec. This overrides any remote versions.\n- `schedule enable ` - Enable a schedule\n - `--force` - Bypass the fork-conflict warning when the parent workspace has the same schedule (acknowledges that both crons will fire)\n- `schedule disable ` - Disable a schedule\n- `schedule set-permissioned-as ` - Set the email (run-as user) for a schedule (requires admin or wm_deployers group)\n\n### script\n\nscript related commands\n\n**Options:**\n- `--show-archived` - Show archived scripts instead of active ones\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `script list` - list all scripts\n - `--show-archived` - Show archived scripts instead of active ones\n - `--json` - Output as JSON (for piping to jq)\n- `script push ` - push a local script spec. This overrides any remote versions. Use the script file (.ts, .js, .py, .sh)\n - `--message ` - Deployment message\n- `script get ` - get a script's details\n - `--json` - Output as JSON (for piping to jq)\n- `script show ` - show a script's content (alias for get)\n- `script run ` - run a script by path\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not output anything other then the final output. Useful for scripting.\n- `script preview ` - preview a local script without deploying it. Supports both regular and codebase scripts.\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not output anything other than the final output. Useful for scripting.\n- `script new ` - create a new script\n - `--summary ` - script summary\n - `--description ` - script description\n- `script bootstrap ` - create a new script (alias for new)\n - `--summary ` - script summary\n - `--description ` - script description\n- `script set-permissioned-as ` - Set the on_behalf_of_email for a script (requires admin or wm_deployers group)\n- `script history ` - show version history for a script\n - `--json` - Output as JSON (for piping to jq)\n\n### sync\n\nsync local with a remote workspaces or the opposite (push or pull)\n\n**Subcommands:**\n\n- `sync pull` - Pull any remote changes and apply them locally.\n - `--yes` - Pull without needing confirmation\n - `--dry-run` - Show changes that would be pulled without actually pushing\n - `--plain-secrets` - Pull secrets as plain text\n - `--json` - Use JSON instead of YAML\n - `--skip-variables` - Skip syncing variables (including secrets)\n - `--skip-secrets` - Skip syncing only secrets variables\n - `--include-secrets` - Include secrets in sync (overrides skipSecrets in wmill.yaml)\n - `--skip-resources` - Skip syncing resources\n - `--skip-resource-types` - Skip syncing resource types\n - `--skip-scripts` - Skip syncing scripts\n - `--skip-flows` - Skip syncing flows\n - `--skip-apps` - Skip syncing apps\n - `--skip-folders` - Skip syncing folders\n - `--skip-workspace-dependencies` - Skip syncing workspace dependencies\n - `--skip-scripts-metadata` - Skip syncing scripts metadata, focus solely on logic\n - `--include-schedules` - Include syncing schedules\n - `--include-triggers` - Include syncing triggers\n - `--include-users` - Include syncing users\n - `--include-groups` - Include syncing groups\n - `--include-settings` - Include syncing workspace settings\n - `--include-key` - Include workspace encryption key\n - `--skip-branch-validation` - Skip git branch validation and prompts\n - `--json-output` - Output results in JSON format\n - `-i --includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string). Overrides wmill.yaml includes\n - `-e --excludes ` - Comma separated patterns to specify which file to NOT take into account. Overrides wmill.yaml excludes\n - `--extra-includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string). Useful to still take wmill.yaml into account and act as a second pattern to satisfy\n - `--repository ` - Specify repository path (e.g., u/user/repo) when multiple repositories exist\n - `--promotion ` - Use promotionOverrides from the specified branch instead of regular overrides\n - `--branch, --env ` - [Deprecated: use --workspace] Override the current git branch/environment\n- `sync push` - Push any local changes and apply them remotely.\n - `--yes` - Push without needing confirmation\n - `--dry-run` - Show changes that would be pushed without actually pushing\n - `--plain-secrets` - Push secrets as plain text\n - `--json` - Use JSON instead of YAML\n - `--skip-variables` - Skip syncing variables (including secrets)\n - `--skip-secrets` - Skip syncing only secrets variables\n - `--include-secrets` - Include secrets in sync (overrides skipSecrets in wmill.yaml)\n - `--skip-resources` - Skip syncing resources\n - `--skip-resource-types` - Skip syncing resource types\n - `--skip-scripts` - Skip syncing scripts\n - `--skip-flows` - Skip syncing flows\n - `--skip-apps` - Skip syncing apps\n - `--skip-folders` - Skip syncing folders\n - `--skip-workspace-dependencies` - Skip syncing workspace dependencies\n - `--skip-scripts-metadata` - Skip syncing scripts metadata, focus solely on logic\n - `--include-schedules` - Include syncing schedules\n - `--include-triggers` - Include syncing triggers\n - `--include-users` - Include syncing users\n - `--include-groups` - Include syncing groups\n - `--include-settings` - Include syncing workspace settings\n - `--include-key` - Include workspace encryption key\n - `--skip-branch-validation` - Skip git branch validation and prompts\n - `--json-output` - Output results in JSON format\n - `-i --includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string)\n - `-e --excludes ` - Comma separated patterns to specify which file to NOT take into account.\n - `--extra-includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string). Useful to still take wmill.yaml into account and act as a second pattern to satisfy\n - `--message ` - Include a message that will be added to all scripts/flows/apps updated during this push\n - `--parallel ` - Number of changes to process in parallel\n - `--repository ` - Specify repository path (e.g., u/user/repo) when multiple repositories exist\n - `--branch, --env ` - [Deprecated: use --workspace] Override the current git branch/environment\n - `--lint` - Run lint validation before pushing\n - `--locks-required` - Fail if scripts or flow inline scripts that need locks have no locks\n - `--auto-metadata` - Automatically regenerate stale metadata (locks and schemas) before pushing\n - `--accept-overriding-permissioned-as-with-self` - Accept that items with a different permissioned_as will be updated with your own user\n\n### token\n\nManage API tokens\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `token list` - List API tokens\n - `--json` - Output as JSON (for piping to jq)\n- `token create` - Create a new API token\n - `--label ` - Token label\n - `--expiration ` - Token expiration (ISO 8601 timestamp)\n- `token delete ` - Delete a token by its prefix\n\n### trigger\n\ntrigger related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `trigger list` - list all triggers\n - `--json` - Output as JSON (for piping to jq)\n- `trigger get ` - get a trigger's details\n - `--json` - Output as JSON (for piping to jq)\n - `--kind ` - Trigger kind (http, websocket, kafka, nats, postgres, mqtt, sqs, gcp, azure, email). Recommended for faster lookup\n- `trigger new ` - create a new trigger locally\n - `--kind ` - Trigger kind (required: http, websocket, kafka, nats, postgres, mqtt, sqs, gcp, azure, email)\n- `trigger push ` - push a local trigger spec. This overrides any remote versions.\n- `trigger set-permissioned-as ` - Set the email (run-as user) for a trigger (requires admin or wm_deployers group)\n - `--kind ` - Trigger kind (required: http, websocket, kafka, nats, postgres, mqtt, sqs, gcp, azure, email)\n\n### user\n\nuser related commands\n\n**Subcommands:**\n\n- `user add [password:string]` - Create a user\n - `--superadmin` - Specify to make the new user superadmin.\n - `--company ` - Specify to set the company of the new user.\n - `--name ` - Specify to set the name of the new user.\n- `user remove ` - Delete a user\n- `user create-token` - Create a new API token for the authenticated user\n - `--email ` - Specify credentials to use for authentication. This will not be stored. It will only be used to exchange for a token with the API server, which will not be stored either.\n - `--password ` - Specify credentials to use for authentication. This will not be stored. It will only be used to exchange for a token with the API server, which will not be stored either.\n\n### variable\n\nvariable related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `variable list` - list all variables\n - `--json` - Output as JSON (for piping to jq)\n- `variable get ` - get a variable's details\n - `--json` - Output as JSON (for piping to jq)\n- `variable new ` - create a new variable locally\n- `variable push ` - Push a local variable spec. This overrides any remote versions.\n - `--plain-secrets` - Push secrets as plain text\n- `variable add ` - Create a new variable on the remote. This will update the variable if it already exists.\n - `--plain-secrets` - Push secrets as plain text\n - `--public` - Legacy option, use --plain-secrets instead\n\n### version\n\nShow version information\n\n### worker-groups\n\ndisplay worker groups, pull and push worker groups configs\n\n**Subcommands:**\n\n- `worker-groups pull` - Pull worker groups (similar to `wmill instance pull --skip-users --skip-settings --skip-groups`)\n - `--instance` - Name of the instance to push to, override the active instance\n - `--base-url` - Base url to be passed to the instance settings instead of the local one\n - `--yes` - Pull without needing confirmation\n- `worker-groups push` - Push worker groups (similar to `wmill instance push --skip-users --skip-settings --skip-groups`)\n - `--instance [instance]` - Name of the instance to push to, override the active instance\n - `--base-url [baseUrl]` - If used with --token, will be used as the base url for the instance\n - `--yes` - Push without needing confirmation\n\n### workers\n\nList all workers grouped by worker groups\n\n**Options:**\n- `--instance [instance]` - Name of the instance to push to, override the active instance\n- `--base-url [baseUrl]` - If used with --token, will be used as the base url for the instance\n\n### workspace\n\nworkspace related commands\n\n**Alias:** `profile`\n\n**Subcommands:**\n\n- `workspace switch ` - Switch to another workspace\n- `workspace add [workspace_name:string] [workspace_id:string] [remote:string]` - Add a workspace\n - `-c --create` - Create the workspace if it does not exist\n - `--create-workspace-name ` - Specify the workspace name. Ignored if --create is not specified or the workspace already exists. Will default to the workspace id.\n - `--create-username ` - Specify your own username in the newly created workspace. Ignored if --create is not specified, the workspace already exists or automatic username creation is enabled on the instance.\n- `workspace remove ` - Remove a workspace\n- `workspace whoami` - Show the currently active user\n- `workspace list` - List local workspace profiles\n- `workspace list-remote` - List workspaces on the remote server that you have access to\n - `--as-superadmin` - List ALL workspaces on the instance (requires the token to belong to a superadmin/devops user)\n- `workspace list-forks` - List forked workspaces on the remote server\n- `workspace bind` - Create or update a workspace entry in wmill.yaml from the active profile\n - `--workspace ` - Workspace name (default: current branch or workspaceId)\n - `--branch ` - Git branch to associate (default: workspace name)\n- `workspace unbind` - Remove baseUrl and workspaceId from a workspace entry\n - `--workspace ` - Workspace to unbind\n- `workspace fork [workspace_name:string] [workspace_id:string]` - Create a forked workspace\n - `--create-workspace-name ` - Specify the workspace name. Ignored if --create is not specified or the workspace already exists. Will default to the workspace id.\n - `--color ` - Workspace color (hex code, e.g. #ff0000)\n - `--datatable-behavior ` - How to handle datatables: skip, schema_only, or schema_and_data (default: interactive prompt)\n - `-y --yes` - Skip interactive prompts (defaults datatable behavior to 'skip')\n- `workspace delete-fork ` - Delete a forked workspace and git branch\n - `-y --yes` - Skip confirmation prompt\n- `workspace merge` - Compare and deploy changes between a fork and its parent workspace\n - `--direction ` - Deploy direction: to-parent or to-fork\n - `--all` - Deploy all changed items including conflicts\n - `--skip-conflicts` - Skip items modified in both workspaces\n - `--include ` - Comma-separated kind:path items to include (e.g. script:f/test/main,flow:f/my/flow)\n - `--exclude ` - Comma-separated kind:path items to exclude\n - `--preserve-on-behalf-of` - Preserve original on_behalf_of/permissioned_as values\n - `-y --yes` - Non-interactive mode (deploy without prompts)\n- `workspace connect-slack` - Non-interactively connect Slack to the active workspace using a pre-minted bot token (xoxb-...). Produces the same artifacts as the UI OAuth flow: workspace_settings fields, g/slack group, f/slack_bot folder, and the encrypted bot token variable + resource at f/slack_bot/bot_token.\n - `--bot-token ` - Slack bot token (xoxb-...)\n - `--team-id ` - Slack team id\n - `--team-name ` - Slack team name\n- `workspace disconnect-slack`\n\n"; +export declare const OPENFLOW_SCHEMA = "## OpenFlow Schema\n\n{\"OpenFlow\":{\"type\":\"object\",\"description\":\"Top-level flow definition containing metadata, configuration, and the flow structure\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Short description of what this flow does\"},\"description\":{\"type\":\"string\",\"description\":\"Detailed documentation for this flow\"},\"value\":{\"$ref\":\"#/components/schemas/FlowValue\"},\"schema\":{\"type\":\"object\",\"description\":\"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')\"},\"on_behalf_of_email\":{\"type\":\"string\",\"description\":\"The flow will be run with the permissions of the user with this email.\"}},\"required\":[\"summary\",\"value\"]},\"FlowValue\":{\"type\":\"object\",\"description\":\"The flow structure containing modules and optional preprocessor/failure handlers\",\"properties\":{\"modules\":{\"type\":\"array\",\"description\":\"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"failure_module\":{\"description\":\"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types\",\"$ref\":\"#/components/schemas/FlowModule\"},\"preprocessor_module\":{\"description\":\"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results\",\"$ref\":\"#/components/schemas/FlowModule\"},\"same_worker\":{\"type\":\"boolean\",\"description\":\"If true, all steps run on the same worker for better performance\"},\"concurrent_limit\":{\"type\":\"number\",\"description\":\"Maximum number of concurrent executions of this flow\"},\"concurrency_key\":{\"type\":\"string\",\"description\":\"Expression to group concurrent executions (e.g., by user ID)\"},\"concurrency_time_window_s\":{\"type\":\"number\",\"description\":\"Time window in seconds for concurrent_limit\"},\"debounce_delay_s\":{\"type\":\"integer\",\"description\":\"Delay in seconds to debounce flow executions\"},\"debounce_key\":{\"type\":\"string\",\"description\":\"Expression to group debounced executions\"},\"debounce_args_to_accumulate\":{\"type\":\"array\",\"description\":\"Arguments to accumulate across debounced executions\",\"items\":{\"type\":\"string\"}},\"max_total_debouncing_time\":{\"type\":\"integer\",\"description\":\"Maximum total time in seconds that a job can be debounced\"},\"max_total_debounces_amount\":{\"type\":\"integer\",\"description\":\"Maximum number of times a job can be debounced\"},\"skip_expr\":{\"type\":\"string\",\"description\":\"JavaScript expression to conditionally skip the entire flow\"},\"cache_ttl\":{\"type\":\"number\",\"description\":\"Cache duration in seconds for flow results\"},\"cache_ignore_s3_path\":{\"type\":\"boolean\"},\"delete_after_secs\":{\"type\":\"integer\",\"description\":\"If set, delete the flow job's args, result and logs after this many seconds following job completion\"},\"flow_env\":{\"type\":\"object\",\"description\":\"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).\",\"additionalProperties\":{}},\"priority\":{\"type\":\"number\",\"description\":\"Execution priority (higher numbers run first)\"},\"early_return\":{\"type\":\"string\",\"description\":\"JavaScript expression to return early from the flow\"},\"chat_input_enabled\":{\"type\":\"boolean\",\"description\":\"Whether this flow accepts chat-style input\"},\"notes\":{\"type\":\"array\",\"description\":\"Sticky notes attached to the flow\",\"items\":{\"$ref\":\"#/components/schemas/FlowNote\"}},\"groups\":{\"type\":\"array\",\"description\":\"Semantic groups of modules for organizational purposes\",\"items\":{\"$ref\":\"#/components/schemas/FlowGroup\"}}},\"required\":[\"modules\"]},\"Retry\":{\"type\":\"object\",\"description\":\"Retry configuration for failed module executions\",\"properties\":{\"constant\":{\"type\":\"object\",\"description\":\"Retry with constant delay between attempts\",\"properties\":{\"attempts\":{\"type\":\"integer\",\"description\":\"Number of retry attempts\"},\"seconds\":{\"type\":\"integer\",\"description\":\"Seconds to wait between retries\"}}},\"exponential\":{\"type\":\"object\",\"description\":\"Retry with exponential backoff (delay doubles each time)\",\"properties\":{\"attempts\":{\"type\":\"integer\",\"description\":\"Number of retry attempts\"},\"multiplier\":{\"type\":\"integer\",\"description\":\"Multiplier for exponential backoff\"},\"seconds\":{\"type\":\"integer\",\"minimum\":1,\"description\":\"Initial delay in seconds\"},\"random_factor\":{\"type\":\"integer\",\"minimum\":0,\"maximum\":100,\"description\":\"Random jitter percentage (0-100) to avoid thundering herd\"}}},\"retry_if\":{\"$ref\":\"#/components/schemas/RetryIf\"}}},\"FlowNote\":{\"type\":\"object\",\"description\":\"A sticky note attached to a flow for documentation and annotation\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier for the note\"},\"text\":{\"type\":\"string\",\"description\":\"Content of the note\"},\"position\":{\"type\":\"object\",\"description\":\"Position of the note in the flow editor\",\"properties\":{\"x\":{\"type\":\"number\",\"description\":\"X coordinate\"},\"y\":{\"type\":\"number\",\"description\":\"Y coordinate\"}},\"required\":[\"x\",\"y\"]},\"size\":{\"type\":\"object\",\"description\":\"Size of the note in the flow editor\",\"properties\":{\"width\":{\"type\":\"number\",\"description\":\"Width in pixels\"},\"height\":{\"type\":\"number\",\"description\":\"Height in pixels\"}},\"required\":[\"width\",\"height\"]},\"color\":{\"type\":\"string\",\"description\":\"Color of the note (e.g., \\\"yellow\\\", \\\"#ffff00\\\")\"},\"type\":{\"type\":\"string\",\"enum\":[\"free\",\"group\"],\"description\":\"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes\"},\"locked\":{\"type\":\"boolean\",\"default\":false,\"description\":\"Whether the note is locked and cannot be edited or moved\"},\"contained_node_ids\":{\"type\":\"array\",\"items\":{\"type\":\"string\"},\"description\":\"For group notes, the IDs of nodes contained within this group\"}},\"required\":[\"id\",\"text\",\"color\",\"type\"]},\"FlowGroup\":{\"type\":\"object\",\"description\":\"A semantic group of flow modules for organizational purposes. Does not affect execution \\u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Display name for this group\"},\"note\":{\"type\":\"string\",\"description\":\"Markdown note shown below the group header\"},\"autocollapse\":{\"type\":\"boolean\",\"default\":false,\"description\":\"If true, this group is collapsed by default in the flow editor. UI hint only.\"},\"start_id\":{\"type\":\"string\",\"description\":\"ID of the first flow module in this group (topological entry point)\"},\"end_id\":{\"type\":\"string\",\"description\":\"ID of the last flow module in this group (topological exit point)\"},\"color\":{\"type\":\"string\",\"description\":\"Color for the group in the flow editor\"}},\"required\":[\"start_id\",\"end_id\"]},\"RetryIf\":{\"type\":\"object\",\"description\":\"Conditional retry based on error or result\",\"properties\":{\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables\"}},\"required\":[\"expr\"]},\"StopAfterIf\":{\"type\":\"object\",\"description\":\"Early termination condition for a module\",\"properties\":{\"skip_if_stopped\":{\"type\":\"boolean\",\"description\":\"If true, following steps are skipped when this condition triggers\"},\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop\"},\"error_message\":{\"type\":\"string\",\"nullable\":true,\"description\":\"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.\"}},\"required\":[\"expr\"]},\"FlowModule\":{\"type\":\"object\",\"description\":\"A single step in a flow. Can be a script, subflow, loop, or branch\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)\"},\"value\":{\"$ref\":\"#/components/schemas/FlowModuleValue\"},\"stop_after_if\":{\"description\":\"Early termination condition evaluated after this step completes\",\"$ref\":\"#/components/schemas/StopAfterIf\"},\"stop_after_all_iters_if\":{\"description\":\"For loops only - early termination condition evaluated after all iterations complete\",\"$ref\":\"#/components/schemas/StopAfterIf\"},\"skip_if\":{\"type\":\"object\",\"description\":\"Conditionally skip this step based on previous results or flow inputs\",\"properties\":{\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'\"}},\"required\":[\"expr\"]},\"sleep\":{\"description\":\"Delay before executing this step (in seconds or as expression)\",\"$ref\":\"#/components/schemas/InputTransform\"},\"cache_ttl\":{\"type\":\"number\",\"description\":\"Cache duration in seconds for this step's results\"},\"cache_ignore_s3_path\":{\"type\":\"boolean\"},\"timeout\":{\"description\":\"Maximum execution time in seconds (static value or expression)\",\"$ref\":\"#/components/schemas/InputTransform\"},\"delete_after_secs\":{\"type\":\"integer\",\"description\":\"If set, delete the step's args, result and logs after this many seconds following job completion\"},\"summary\":{\"type\":\"string\",\"description\":\"Short description of what this step does\"},\"mock\":{\"type\":\"object\",\"description\":\"Mock configuration for testing without executing the actual step\",\"properties\":{\"enabled\":{\"type\":\"boolean\",\"description\":\"If true, return mock value instead of executing\"},\"return_value\":{\"description\":\"Value to return when mocked\"}}},\"suspend\":{\"type\":\"object\",\"description\":\"Configuration for approval/resume steps that wait for user input\",\"properties\":{\"required_events\":{\"type\":\"integer\",\"description\":\"Number of approvals required before continuing\"},\"timeout\":{\"type\":\"integer\",\"description\":\"Timeout in seconds before auto-continuing or canceling\"},\"resume_form\":{\"type\":\"object\",\"description\":\"Form schema for collecting input when resuming\",\"properties\":{\"schema\":{\"type\":\"object\",\"description\":\"JSON Schema for the resume form\"}}},\"user_auth_required\":{\"type\":\"boolean\",\"description\":\"If true, only authenticated users can approve\"},\"user_groups_required\":{\"description\":\"Expression or list of groups that can approve\",\"$ref\":\"#/components/schemas/InputTransform\"},\"self_approval_disabled\":{\"type\":\"boolean\",\"description\":\"If true, the user who started the flow cannot approve\"},\"hide_cancel\":{\"type\":\"boolean\",\"description\":\"If true, hide the cancel button on the approval form\"},\"continue_on_disapprove_timeout\":{\"type\":\"boolean\",\"description\":\"If true, continue flow on timeout instead of canceling\"}}},\"priority\":{\"type\":\"number\",\"description\":\"Execution priority for this step (higher numbers run first)\"},\"continue_on_error\":{\"type\":\"boolean\",\"description\":\"If true, flow continues even if this step fails\"},\"retry\":{\"description\":\"Retry configuration if this step fails\",\"$ref\":\"#/components/schemas/Retry\"},\"debouncing\":{\"description\":\"Debounce configuration for this step (EE only)\",\"type\":\"object\",\"properties\":{\"debounce_delay_s\":{\"type\":\"integer\",\"description\":\"Delay in seconds to debounce this step's executions across flow runs\"},\"debounce_key\":{\"type\":\"string\",\"description\":\"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-\"},\"debounce_args_to_accumulate\":{\"type\":\"array\",\"description\":\"Array-type arguments to accumulate across debounced executions\",\"items\":{\"type\":\"string\"}},\"max_total_debouncing_time\":{\"type\":\"integer\",\"description\":\"Maximum total time in seconds before forced execution\"},\"max_total_debounces_amount\":{\"type\":\"integer\",\"description\":\"Maximum number of debounces before forced execution\"}}}},\"required\":[\"value\",\"id\"]},\"InputTransform\":{\"description\":\"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs\",\"oneOf\":[{\"$ref\":\"#/components/schemas/StaticTransform\"},{\"$ref\":\"#/components/schemas/JavascriptTransform\"},{\"$ref\":\"#/components/schemas/AiTransform\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"static\":\"#/components/schemas/StaticTransform\",\"javascript\":\"#/components/schemas/JavascriptTransform\",\"ai\":\"#/components/schemas/AiTransform\"}}},\"StaticTransform\":{\"type\":\"object\",\"description\":\"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'\",\"properties\":{\"value\":{\"description\":\"The static value. For resources, use format '$res:path/to/resource'\"},\"type\":{\"type\":\"string\",\"enum\":[\"static\"]}},\"required\":[\"type\"]},\"JavascriptTransform\":{\"type\":\"object\",\"description\":\"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value\",\"properties\":{\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)\"},\"type\":{\"type\":\"string\",\"enum\":[\"javascript\"]}},\"required\":[\"expr\",\"type\"]},\"AiTransform\":{\"type\":\"object\",\"description\":\"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"ai\"]}},\"required\":[\"type\"]},\"AIProviderKind\":{\"type\":\"string\",\"description\":\"Supported AI provider types\",\"enum\":[\"openai\",\"azure_openai\",\"anthropic\",\"mistral\",\"deepseek\",\"googleai\",\"groq\",\"openrouter\",\"togetherai\",\"customai\",\"aws_bedrock\"]},\"ProviderConfig\":{\"type\":\"object\",\"description\":\"Complete AI provider configuration with resource reference and model selection\",\"properties\":{\"kind\":{\"$ref\":\"#/components/schemas/AIProviderKind\"},\"resource\":{\"type\":\"string\",\"description\":\"Resource reference in format '$res:{resource_path}' pointing to provider credentials\"},\"model\":{\"type\":\"string\",\"description\":\"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')\"}},\"required\":[\"kind\",\"resource\",\"model\"]},\"StaticProviderTransform\":{\"type\":\"object\",\"description\":\"Static provider configuration passed directly to the AI agent\",\"properties\":{\"value\":{\"$ref\":\"#/components/schemas/ProviderConfig\"},\"type\":{\"type\":\"string\",\"enum\":[\"static\"]}},\"required\":[\"type\",\"value\"]},\"ProviderTransform\":{\"description\":\"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined\",\"oneOf\":[{\"$ref\":\"#/components/schemas/StaticProviderTransform\"},{\"$ref\":\"#/components/schemas/JavascriptTransform\"},{\"$ref\":\"#/components/schemas/AiTransform\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"static\":\"#/components/schemas/StaticProviderTransform\",\"javascript\":\"#/components/schemas/JavascriptTransform\",\"ai\":\"#/components/schemas/AiTransform\"}}},\"MemoryOff\":{\"type\":\"object\",\"description\":\"No conversation memory/context\",\"properties\":{\"kind\":{\"type\":\"string\",\"enum\":[\"off\"]}},\"required\":[\"kind\"]},\"MemoryAuto\":{\"type\":\"object\",\"description\":\"Automatic context management\",\"properties\":{\"kind\":{\"type\":\"string\",\"enum\":[\"auto\"]},\"context_length\":{\"type\":\"integer\",\"description\":\"Maximum number of messages to retain in context\"},\"memory_id\":{\"type\":\"string\",\"description\":\"Identifier for persistent memory across agent invocations\"}},\"required\":[\"kind\"]},\"MemoryMessage\":{\"type\":\"object\",\"description\":\"A single message in conversation history\",\"properties\":{\"role\":{\"type\":\"string\",\"enum\":[\"user\",\"assistant\",\"system\"]},\"content\":{\"type\":\"string\"}},\"required\":[\"role\",\"content\"]},\"MemoryManual\":{\"type\":\"object\",\"description\":\"Explicit message history\",\"properties\":{\"kind\":{\"type\":\"string\",\"enum\":[\"manual\"]},\"messages\":{\"type\":\"array\",\"items\":{\"$ref\":\"#/components/schemas/MemoryMessage\"}}},\"required\":[\"kind\",\"messages\"]},\"MemoryConfig\":{\"description\":\"Conversation memory configuration\",\"oneOf\":[{\"$ref\":\"#/components/schemas/MemoryOff\"},{\"$ref\":\"#/components/schemas/MemoryAuto\"},{\"$ref\":\"#/components/schemas/MemoryManual\"}],\"discriminator\":{\"propertyName\":\"kind\",\"mapping\":{\"off\":\"#/components/schemas/MemoryOff\",\"auto\":\"#/components/schemas/MemoryAuto\",\"manual\":\"#/components/schemas/MemoryManual\"}}},\"StaticMemoryTransform\":{\"type\":\"object\",\"description\":\"Static memory configuration passed directly to the AI agent\",\"properties\":{\"value\":{\"$ref\":\"#/components/schemas/MemoryConfig\"},\"type\":{\"type\":\"string\",\"enum\":[\"static\"]}},\"required\":[\"type\",\"value\"]},\"MemoryTransform\":{\"description\":\"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined\",\"oneOf\":[{\"$ref\":\"#/components/schemas/StaticMemoryTransform\"},{\"$ref\":\"#/components/schemas/JavascriptTransform\"},{\"$ref\":\"#/components/schemas/AiTransform\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"static\":\"#/components/schemas/StaticMemoryTransform\",\"javascript\":\"#/components/schemas/JavascriptTransform\",\"ai\":\"#/components/schemas/AiTransform\"}}},\"FlowModuleValue\":{\"description\":\"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type\",\"oneOf\":[{\"$ref\":\"#/components/schemas/RawScript\"},{\"$ref\":\"#/components/schemas/PathScript\"},{\"$ref\":\"#/components/schemas/PathFlow\"},{\"$ref\":\"#/components/schemas/ForloopFlow\"},{\"$ref\":\"#/components/schemas/WhileloopFlow\"},{\"$ref\":\"#/components/schemas/BranchOne\"},{\"$ref\":\"#/components/schemas/BranchAll\"},{\"$ref\":\"#/components/schemas/Identity\"},{\"$ref\":\"#/components/schemas/AiAgent\"}],\"discriminator\":{\"propertyName\":\"type\",\"mapping\":{\"rawscript\":\"#/components/schemas/RawScript\",\"script\":\"#/components/schemas/PathScript\",\"flow\":\"#/components/schemas/PathFlow\",\"forloopflow\":\"#/components/schemas/ForloopFlow\",\"whileloopflow\":\"#/components/schemas/WhileloopFlow\",\"branchone\":\"#/components/schemas/BranchOne\",\"branchall\":\"#/components/schemas/BranchAll\",\"identity\":\"#/components/schemas/Identity\",\"aiagent\":\"#/components/schemas/AiAgent\"}}},\"RawScript\":{\"type\":\"object\",\"description\":\"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments\",\"additionalProperties\":{\"$ref\":\"#/components/schemas/InputTransform\"}},\"content\":{\"type\":\"string\",\"description\":\"The script source code. Should export a 'main' function\"},\"language\":{\"type\":\"string\",\"description\":\"Programming language for this script\",\"enum\":[\"deno\",\"bun\",\"python3\",\"go\",\"bash\",\"powershell\",\"postgresql\",\"mysql\",\"bigquery\",\"snowflake\",\"mssql\",\"oracledb\",\"graphql\",\"nativets\",\"php\",\"rust\",\"ansible\",\"csharp\",\"nu\",\"java\",\"ruby\",\"rlang\",\"duckdb\"]},\"path\":{\"type\":\"string\",\"description\":\"Optional path for saving this script\"},\"lock\":{\"type\":\"string\",\"description\":\"Lock file content for dependencies\"},\"type\":{\"type\":\"string\",\"enum\":[\"rawscript\"]},\"tag\":{\"type\":\"string\",\"description\":\"Worker group tag for execution routing\"},\"concurrent_limit\":{\"type\":\"number\",\"description\":\"Maximum concurrent executions of this script\"},\"concurrency_time_window_s\":{\"type\":\"number\",\"description\":\"Time window for concurrent_limit\"},\"custom_concurrency_key\":{\"type\":\"string\",\"description\":\"Custom key for grouping concurrent executions\"},\"is_trigger\":{\"type\":\"boolean\",\"description\":\"If true, this script is a trigger that can start the flow\"},\"assets\":{\"type\":\"array\",\"description\":\"External resources this script accesses (S3 objects, resources, etc.)\",\"items\":{\"type\":\"object\",\"required\":[\"path\",\"kind\"],\"properties\":{\"path\":{\"type\":\"string\",\"description\":\"Path to the asset\"},\"kind\":{\"type\":\"string\",\"description\":\"Type of asset\",\"enum\":[\"s3object\",\"resource\",\"ducklake\",\"datatable\",\"volume\"]},\"access_type\":{\"type\":\"string\",\"nullable\":true,\"description\":\"Access level for this asset\",\"enum\":[\"r\",\"w\",\"rw\"]},\"alt_access_type\":{\"type\":\"string\",\"nullable\":true,\"description\":\"Alternative access level\",\"enum\":[\"r\",\"w\",\"rw\"]}}}}},\"required\":[\"type\",\"content\",\"language\",\"input_transforms\"]},\"PathScript\":{\"type\":\"object\",\"description\":\"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments\",\"additionalProperties\":{\"$ref\":\"#/components/schemas/InputTransform\"}},\"path\":{\"type\":\"string\",\"description\":\"Path to the script in the workspace (e.g., 'f/scripts/send_email')\"},\"hash\":{\"type\":\"string\",\"description\":\"Optional specific version hash of the script to use\"},\"type\":{\"type\":\"string\",\"enum\":[\"script\"]},\"tag_override\":{\"type\":\"string\",\"description\":\"Override the script's default worker group tag\"},\"is_trigger\":{\"type\":\"boolean\",\"description\":\"If true, this script is a trigger that can start the flow\"}},\"required\":[\"type\",\"path\",\"input_transforms\"]},\"PathFlow\":{\"type\":\"object\",\"description\":\"Reference to an existing flow by path. Use this to call another flow as a subflow\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments\",\"additionalProperties\":{\"$ref\":\"#/components/schemas/InputTransform\"}},\"path\":{\"type\":\"string\",\"description\":\"Path to the flow in the workspace (e.g., 'f/flows/process_user')\"},\"type\":{\"type\":\"string\",\"enum\":[\"flow\"]}},\"required\":[\"type\",\"path\",\"input_transforms\"]},\"ForloopFlow\":{\"type\":\"object\",\"description\":\"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations\",\"properties\":{\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"iterator\":{\"description\":\"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'\",\"$ref\":\"#/components/schemas/InputTransform\"},\"skip_failures\":{\"type\":\"boolean\",\"description\":\"If true, iteration failures don't stop the loop. Failed iterations return null\"},\"type\":{\"type\":\"string\",\"enum\":[\"forloopflow\"]},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency\"},\"parallelism\":{\"description\":\"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression\",\"$ref\":\"#/components/schemas/InputTransform\"},\"squash\":{\"type\":\"boolean\"}},\"required\":[\"modules\",\"iterator\",\"skip_failures\",\"type\"]},\"WhileloopFlow\":{\"type\":\"object\",\"description\":\"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination\",\"properties\":{\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute in each iteration. Use stop_after_if to control when the loop ends\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"skip_failures\":{\"type\":\"boolean\",\"description\":\"If true, iteration failures don't stop the loop. Failed iterations return null\"},\"type\":{\"type\":\"string\",\"enum\":[\"whileloopflow\"]},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, iterations run concurrently (use with caution in while loops)\"},\"parallelism\":{\"description\":\"Maximum number of concurrent iterations when parallel=true\",\"$ref\":\"#/components/schemas/InputTransform\"},\"squash\":{\"type\":\"boolean\"}},\"required\":[\"modules\",\"skip_failures\",\"type\"]},\"BranchOne\":{\"type\":\"object\",\"description\":\"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes\",\"properties\":{\"branches\":{\"type\":\"array\",\"description\":\"Array of branches to evaluate in order. The first branch with expr evaluating to true executes\",\"items\":{\"type\":\"object\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Short description of this branch condition\"},\"expr\":{\"type\":\"string\",\"description\":\"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins\"},\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute if this branch's expr is true\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}}},\"required\":[\"modules\",\"expr\"]}},\"default\":{\"type\":\"array\",\"description\":\"Steps to execute if no branch expressions match\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}},\"type\":{\"type\":\"string\",\"enum\":[\"branchone\"]}},\"required\":[\"branches\",\"default\",\"type\"]},\"BranchAll\":{\"type\":\"object\",\"description\":\"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently\",\"properties\":{\"branches\":{\"type\":\"array\",\"description\":\"Array of branches that all execute (either in parallel or sequentially)\",\"items\":{\"type\":\"object\",\"properties\":{\"summary\":{\"type\":\"string\",\"description\":\"Short description of this branch's purpose\"},\"skip_failure\":{\"type\":\"boolean\",\"description\":\"If true, failure in this branch doesn't fail the entire flow\"},\"modules\":{\"type\":\"array\",\"description\":\"Steps to execute in this branch\",\"items\":{\"$ref\":\"#/components/schemas/FlowModule\"}}},\"required\":[\"modules\"]}},\"type\":{\"type\":\"string\",\"enum\":[\"branchall\"]},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, all branches execute concurrently. If false, they execute sequentially\"}},\"required\":[\"branches\",\"type\"]},\"AgentTool\":{\"type\":\"object\",\"description\":\"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')\"},\"summary\":{\"type\":\"string\",\"description\":\"Short description of what this tool does (shown to the AI)\"},\"value\":{\"$ref\":\"#/components/schemas/ToolValue\"}},\"required\":[\"id\",\"value\"]},\"ToolValue\":{\"description\":\"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference\",\"oneOf\":[{\"$ref\":\"#/components/schemas/FlowModuleTool\"},{\"$ref\":\"#/components/schemas/McpToolValue\"},{\"$ref\":\"#/components/schemas/WebsearchToolValue\"}],\"discriminator\":{\"propertyName\":\"tool_type\",\"mapping\":{\"flowmodule\":\"#/components/schemas/FlowModuleTool\",\"mcp\":\"#/components/schemas/McpToolValue\",\"websearch\":\"#/components/schemas/WebsearchToolValue\"}}},\"FlowModuleTool\":{\"description\":\"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module\",\"allOf\":[{\"type\":\"object\",\"properties\":{\"tool_type\":{\"type\":\"string\",\"enum\":[\"flowmodule\"]}},\"required\":[\"tool_type\"]},{\"$ref\":\"#/components/schemas/FlowModuleValue\"}]},\"WebsearchToolValue\":{\"type\":\"object\",\"description\":\"A tool implemented as a websearch tool. The AI can call this like any other websearch tool\",\"properties\":{\"tool_type\":{\"type\":\"string\",\"enum\":[\"websearch\"]}},\"required\":[\"tool_type\"]},\"McpToolValue\":{\"type\":\"object\",\"description\":\"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers\",\"properties\":{\"tool_type\":{\"type\":\"string\",\"enum\":[\"mcp\"]},\"resource_path\":{\"type\":\"string\",\"description\":\"Path to the MCP resource/server configuration\"},\"include_tools\":{\"type\":\"array\",\"description\":\"Whitelist of specific tools to include from this MCP server\",\"items\":{\"type\":\"string\"}},\"exclude_tools\":{\"type\":\"array\",\"description\":\"Blacklist of tools to exclude from this MCP server\",\"items\":{\"type\":\"string\"}}},\"required\":[\"tool_type\",\"resource_path\"]},\"AiAgent\":{\"type\":\"object\",\"description\":\"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task\",\"properties\":{\"input_transforms\":{\"type\":\"object\",\"description\":\"Input parameters for the AI agent mapped to their values\",\"properties\":{\"provider\":{\"$ref\":\"#/components/schemas/ProviderTransform\"},\"output_type\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Output format type.\\nValid values: 'text' (default) - plain text response, 'image' - image generation\\n\"},\"user_message\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax.\"},\"system_prompt\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"System instructions that guide the AI's behavior, persona, and response style. Optional.\"},\"streaming\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Boolean. If true, stream the AI response incrementally.\\nStreaming events include: token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\\n\"},\"memory\":{\"$ref\":\"#/components/schemas/MemoryTransform\"},\"output_schema\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\\n\"},\"user_attachments\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Array of file references (images or PDFs) for the AI agent.\\nFormat: Array<{ bucket: string, key: string }> - S3 object references\\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\\n\"},\"max_completion_tokens\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Integer. Maximum number of tokens the AI will generate in its response.\\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\\n\"},\"temperature\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Float. Controls randomness/creativity of responses.\\nRange: 0.0 to 2.0 (provider-dependent)\\n- 0.0 = deterministic, focused responses\\n- 0.7 = balanced (common default)\\n- 1.0+ = more creative/random\\n\"},\"max_iterations\":{\"allOf\":[{\"$ref\":\"#/components/schemas/InputTransform\"}],\"description\":\"Number. Limits how many times the agent can loop through reasoning and tool use.\\nRange: 1-1000.\\n\"}},\"required\":[\"provider\",\"user_message\",\"output_type\"]},\"tools\":{\"type\":\"array\",\"description\":\"Array of tools the agent can use. The agent decides which tools to call based on the task\",\"items\":{\"$ref\":\"#/components/schemas/AgentTool\"}},\"type\":{\"type\":\"string\",\"enum\":[\"aiagent\"]},\"omit_output_from_conversation\":{\"type\":\"boolean\",\"default\":false,\"description\":\"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled.\"},\"parallel\":{\"type\":\"boolean\",\"description\":\"If true, the agent can execute multiple tool calls in parallel\"}},\"required\":[\"tools\",\"type\",\"input_transforms\"]},\"Identity\":{\"type\":\"object\",\"description\":\"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"identity\"]},\"flow\":{\"type\":\"boolean\",\"description\":\"If true, marks this as a flow identity (special handling)\"}},\"required\":[\"type\"]},\"FlowStatus\":{\"type\":\"object\",\"properties\":{\"step\":{\"type\":\"integer\"},\"modules\":{\"type\":\"array\",\"items\":{\"$ref\":\"#/components/schemas/FlowStatusModule\"}},\"user_states\":{\"additionalProperties\":true},\"preprocessor_module\":{\"allOf\":[{\"$ref\":\"#/components/schemas/FlowStatusModule\"}]},\"failure_module\":{\"allOf\":[{\"$ref\":\"#/components/schemas/FlowStatusModule\"},{\"type\":\"object\",\"properties\":{\"parent_module\":{\"type\":\"string\"}}}]},\"retry\":{\"type\":\"object\",\"properties\":{\"fail_count\":{\"type\":\"integer\"},\"failed_jobs\":{\"type\":\"array\",\"items\":{\"type\":\"string\",\"format\":\"uuid\"}}}}},\"required\":[\"step\",\"modules\",\"failure_module\"]},\"FlowStatusModule\":{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"WaitingForPriorSteps\",\"WaitingForEvents\",\"WaitingForExecutor\",\"InProgress\",\"Success\",\"Failure\"]},\"id\":{\"type\":\"string\"},\"job\":{\"type\":\"string\",\"format\":\"uuid\"},\"count\":{\"type\":\"integer\"},\"progress\":{\"type\":\"integer\"},\"iterator\":{\"type\":\"object\",\"properties\":{\"index\":{\"type\":\"integer\"},\"itered\":{\"type\":\"array\",\"items\":{}},\"itered_len\":{\"type\":\"integer\"},\"args\":{}}},\"flow_jobs\":{\"type\":\"array\",\"items\":{\"type\":\"string\"}},\"flow_jobs_success\":{\"type\":\"array\",\"items\":{\"type\":\"boolean\"}},\"flow_jobs_duration\":{\"type\":\"object\",\"properties\":{\"started_at\":{\"type\":\"array\",\"items\":{\"type\":\"string\"}},\"duration_ms\":{\"type\":\"array\",\"items\":{\"type\":\"integer\"}}}},\"branch_chosen\":{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"branch\",\"default\"]},\"branch\":{\"type\":\"integer\"}},\"required\":[\"type\"]},\"branchall\":{\"type\":\"object\",\"properties\":{\"branch\":{\"type\":\"integer\"},\"len\":{\"type\":\"integer\"}},\"required\":[\"branch\",\"len\"]},\"approvers\":{\"type\":\"array\",\"items\":{\"type\":\"object\",\"properties\":{\"resume_id\":{\"type\":\"integer\"},\"approver\":{\"type\":\"string\"}},\"required\":[\"resume_id\",\"approver\"]}},\"failed_retries\":{\"type\":\"array\",\"items\":{\"type\":\"string\",\"format\":\"uuid\"}},\"skipped\":{\"type\":\"boolean\"},\"agent_actions\":{\"type\":\"array\",\"items\":{\"type\":\"object\",\"oneOf\":[{\"type\":\"object\",\"properties\":{\"job_id\":{\"type\":\"string\",\"format\":\"uuid\"},\"function_name\":{\"type\":\"string\"},\"type\":{\"type\":\"string\",\"enum\":[\"tool_call\"]},\"module_id\":{\"type\":\"string\"}},\"required\":[\"job_id\",\"function_name\",\"type\",\"module_id\"]},{\"type\":\"object\",\"properties\":{\"call_id\":{\"type\":\"string\",\"format\":\"uuid\"},\"function_name\":{\"type\":\"string\"},\"resource_path\":{\"type\":\"string\"},\"type\":{\"type\":\"string\",\"enum\":[\"mcp_tool_call\"]},\"arguments\":{\"type\":\"object\"}},\"required\":[\"call_id\",\"function_name\",\"resource_path\",\"type\"]},{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"web_search\"]}},\"required\":[\"type\"]},{\"type\":\"object\",\"properties\":{\"type\":{\"type\":\"string\",\"enum\":[\"message\"]}},\"required\":[\"content\",\"type\"]}]}},\"agent_actions_success\":{\"type\":\"array\",\"items\":{\"type\":\"boolean\"}}},\"required\":[\"type\"]}}"; +export declare const CLI_COMMANDS = "# Windmill CLI Commands\n\nThe Windmill CLI (`wmill`) provides commands for managing scripts, flows, apps, and other resources.\n\n## Global Options\n\n- `--workspace ` - Specify the target workspace. This overrides the default workspace.\n- `--debug --verbose` - Show debug/verbose logs\n- `--show-diffs` - Show diff informations when syncing (may show sensitive informations)\n- `--token ` - Specify an API token. This will override any stored token.\n- `--base-url ` - Specify the base URL of the API. If used, --token and --workspace are required and no local remote/workspace already set will be used.\n- `--config-dir ` - Specify a custom config directory. Overrides WMILL_CONFIG_DIR environment variable and default ~/.config location.\n\n## Commands\n\n### app\n\napp related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `app list` - list all apps\n - `--json` - Output as JSON (for piping to jq)\n- `app get ` - get an app's details\n - `--json` - Output as JSON (for piping to jq)\n- `app push [file_path:string] [remote_path:string]` - push a local app. With no args, infers the app from the current directory and the remote path from its location relative to wmill.yaml.\n- `app dev [app_folder:string]` - Start a development server for building apps with live reload and hot module replacement\n - `--port ` - Port to run the dev server on (will find next available port if occupied)\n - `--host ` - Host to bind the dev server to\n - `--entry ` - Entry point file (default: index.ts for Svelte/Vue, index.tsx otherwise)\n - `--no-open` - Don't automatically open the browser\n- `app lint [app_folder:string]` - Lint a raw app folder to validate structure and buildability\n - `--fix` - Attempt to fix common issues (not implemented yet)\n- `app new` - create a new raw app from a template\n - `--summary ` - App summary (short description). Skips the prompt when provided. Triggers non-interactive mode.\n - `--path ` - App path (e.g., f/folder/my_app or u/username/my_app). Skips the prompt when provided. Triggers non-interactive mode.\n - `--framework ` - Framework template: react19 | react18 | svelte5 | vue. Skips the prompt when provided. Triggers non-interactive mode.\n - `--datatable ` - Datatable to wire up. Without this flag in non-interactive mode, no datatable is configured.\n - `--schema ` - Schema to use with --datatable. Created (CREATE SCHEMA IF NOT EXISTS) if it doesn't already exist.\n - `--overwrite` - Overwrite the target directory if it already exists, without prompting.\n - `--no-open-in-desktop` - Do not prompt to open the new app in Claude Desktop.\n- `app generate-agents [app_folder:string]` - regenerate AGENTS.md and DATATABLES.md from remote workspace\n- `app set-permissioned-as ` - Set the on_behalf_of_email for an app (requires admin or wm_deployers group)\n\n### audit\n\nView audit logs (requires admin)\n\n**Subcommands:**\n\n- `audit list` - List audit log entries\n- `audit get ` - Get a specific audit log entry\n - `--json` - Output as JSON (for piping to jq)\n\n### config\n\nShow all available wmill.yaml configuration options\n\n**Options:**\n- `--json` - Output as JSON for programmatic consumption\n\n**Subcommands:**\n\n- `config migrate` - Migrate wmill.yaml from gitBranches/environments to workspaces format\n\n### datatable\n\ndatatable related commands\n\n**Subcommands:**\n\n- `datatable list` - list all datatables in the workspace\n - `--json` - Output as JSON (for piping to jq)\n- `datatable run ` - run a SQL query on a datatable\n - `-n --name ` - Datatable name (default: main)\n - `-s --silent` - Output only the final result as JSON. Useful for scripting.\n- `datatable serve` - Serve all datatables as a Postgres-wire endpoint (psql, DBeaver, pgAdmin); the client picks the datatable via the database name in its connection string\n - `--port ` - Port to listen on (default: first free port in 5433-5500)\n - `--host ` - Bind address (default: 127.0.0.1)\n - `--password ` - Password for Postgres clients (default: generate a random password at startup)\n- `datatable psql` - Start a serve listener and launch psql connected to it\n - `-n --name ` - Datatable to connect psql to (default: main)\n - `--port ` - Port the proxy listens on (default: first free port in 5433-5500)\n - `--host ` - Bind address for the proxy (default: 127.0.0.1)\n - `--password ` - Password for the temporary Postgres proxy (default: generate a random password at startup)\n\n### dependencies\n\nworkspace dependencies related commands\n\n**Alias:** `deps`\n\n**Subcommands:**\n\n- `dependencies push ` - Push workspace dependencies from a local file\n\n### dev\n\nWatch local file changes and live-reload the dev page for preview. Does NOT deploy to the remote workspace \u2014 use wmill sync push for that.\n\n**Options:**\n- `--includes ` - Filter paths given a glob pattern or path\n- `--proxy-port ` - Port for a localhost reverse proxy to the remote Windmill server\n- `--path ` - Watch a specific windmill path (e.g., u/admin/my_script or f/my_flow)\n- `--no-open` - Do not open the browser automatically\n\n### docs\n\nSearch Windmill documentation.\n\n**Arguments:** ``\n\n**Options:**\n- `--json` - Output results as JSON.\n\n### ducklake\n\nducklake related commands\n\n**Subcommands:**\n\n- `ducklake list` - list all ducklakes in the workspace\n - `--json` - Output as JSON (for piping to jq)\n- `ducklake run ` - run a SQL query on a ducklake\n - `-n --name ` - Ducklake name (default: main)\n - `-s --silent` - Output only the final result as JSON. Useful for scripting.\n\n### flow\n\nflow related commands\n\n**Options:**\n- `--show-archived` - Enable archived flows in output\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `flow list` - list all flows\n - `--show-archived` - Enable archived flows in output\n - `--json` - Output as JSON (for piping to jq)\n- `flow get ` - get a flow's details\n - `--json` - Output as JSON (for piping to jq)\n- `flow push ` - push a local flow spec. This overrides any remote versions.\n - `--message ` - Deployment message\n- `flow run ` - run a flow by path.\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not ouput anything other then the final output. Useful for scripting.\n- `flow preview ` - preview a local flow without deploying it. Runs the flow definition from local files and uses local PathScripts by default.\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not output anything other then the final output. Useful for scripting.\n - `--remote` - Use deployed workspace scripts for PathScript steps instead of local files.\n- `flow new ` - create a new empty flow\n - `--summary ` - flow summary\n - `--description ` - flow description\n- `flow bootstrap ` - create a new empty flow (alias for new)\n - `--summary ` - flow summary\n - `--description ` - flow description\n- `flow history ` - Show version history for a flow\n - `--json` - Output as JSON (for piping to jq)\n- `flow show-version ` - Show a specific version of a flow\n - `--json` - Output as JSON (for piping to jq)\n- `flow set-permissioned-as ` - Set the on_behalf_of_email for a flow (requires admin or wm_deployers group)\n\n### folder\n\nfolder related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `folder list` - list all folders\n - `--json` - Output as JSON (for piping to jq)\n- `folder get ` - get a folder's details\n - `--json` - Output as JSON (for piping to jq)\n- `folder new ` - create a new folder locally\n - `--summary ` - folder summary\n- `folder push ` - push a local folder to the remote by name. This overrides any remote versions.\n- `folder add-missing` - create default folder.meta.yaml for all subdirectories of f/ that are missing one\n - `-y, --yes` - skip confirmation prompt\n- `folder show-rules ` - Show default_permissioned_as rules for a folder. Use --test-path to see which rule matches a given item path.\n - `--test-path ` - Test which rule matches this item path (e.g. f/prod/jobs/my_script)\n - `--json` - Output as JSON\n\n### generate-metadata\n\nGenerate metadata (locks, schemas) for all scripts, flows, and apps\n\n**Arguments:** `[folder:string]`\n\n**Options:**\n- `--yes` - Skip confirmation prompt\n- `--dry-run` - Show what would be updated without making changes\n- `--lock-only` - Re-generate only the lock files\n- `--schema-only` - Re-generate only script schemas (skips flows and apps)\n- `--skip-scripts` - Skip processing scripts\n- `--skip-flows` - Skip processing flows\n- `--skip-apps` - Skip processing apps\n- `--strict-folder-boundaries` - Only update items inside the specified folder (requires folder argument)\n- `--parallel ` - Number of items to process in parallel\n- `-i --includes ` - Comma separated patterns to specify which files to include\n- `-e --excludes ` - Comma separated patterns to specify which files to exclude\n\n**Subcommands:**\n\n- `generate-metadata rehash [folder:string]`\n - `--skip-scripts` - Skip processing scripts\n - `--skip-flows` - Skip processing flows\n - `--skip-apps` - Skip processing apps\n - `--parallel ` - Number of items to process in parallel\n - `-i --includes ` - Comma separated patterns to specify which files to include\n - `-e --excludes ` - Comma separated patterns to specify which files to exclude\n\n### gitsync-settings\n\nManage git-sync settings between local wmill.yaml and Windmill backend\n\n**Subcommands:**\n\n- `gitsync-settings pull` - Pull git-sync settings from Windmill backend to local wmill.yaml\n - `--repository ` - Specify repository path (e.g., u/user/repo)\n - `--default` - Write settings to top-level defaults instead of overrides\n - `--replace` - Replace existing settings (non-interactive mode)\n - `--override` - Add branch-specific override (non-interactive mode)\n - `--diff` - Show differences without applying changes\n - `--json-output` - Output in JSON format\n - `--with-backend-settings ` - Use provided JSON settings instead of querying backend (for testing)\n - `--yes` - Skip interactive prompts and use default behavior\n - `--promotion ` - Use promotionOverrides from the specified branch instead of regular overrides\n- `gitsync-settings push` - Push git-sync settings from local wmill.yaml to Windmill backend\n - `--repository ` - Specify repository path (e.g., u/user/repo)\n - `--diff` - Show what would be pushed without applying changes\n - `--json-output` - Output in JSON format\n - `--with-backend-settings ` - Use provided JSON settings instead of querying backend (for testing)\n - `--yes` - Skip interactive prompts and use default behavior\n - `--promotion ` - Use promotionOverrides from the specified branch instead of regular overrides\n\n### group\n\nManage workspace groups\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `group list` - List all groups in the workspace\n - `--json` - Output as JSON (for piping to jq)\n- `group get ` - Get group details and members\n - `--json` - Output as JSON (for piping to jq)\n- `group create ` - Create a new group\n - `--summary ` - Group summary/description\n- `group delete ` - Delete a group\n- `group add-user ` - Add a user to a group\n- `group remove-user ` - Remove a user from a group\n\n### hub\n\nHub related commands. EXPERIMENTAL. INTERNAL USE ONLY.\n\n**Subcommands:**\n\n- `hub pull` - pull any supported definitions. EXPERIMENTAL.\n\n### init\n\nBootstrap a windmill project with a wmill.yaml file\n\n**Options:**\n- `--use-default` - Use default settings without checking backend\n- `--use-backend` - Use backend git-sync settings if available\n- `--repository ` - Specify repository path (e.g., u/user/repo) when using backend settings\n- `--bind-profile` - Automatically bind active workspace profile to current Git branch\n- `--no-bind-profile` - Skip workspace profile binding prompt\n\n### instance\n\nsync local with a remote instance or the opposite (push or pull)\n\n**Subcommands:**\n\n- `instance add [instance_name:string] [remote:string] [token:string]` - Add a new instance\n- `instance remove ` - Remove an instance\n- `instance switch ` - Switch the current instance\n- `instance pull` - Pull instance settings, users, configs, instance groups and overwrite local\n - `--yes` - Pull without needing confirmation\n - `--dry-run` - Perform a dry run without making changes\n - `--skip-users` - Skip pulling users\n - `--skip-settings` - Skip pulling settings\n - `--skip-configs` - Skip pulling configs (worker groups)\n - `--skip-groups` - Skip pulling instance groups\n - `--include-workspaces` - Also pull workspaces\n - `--folder-per-instance` - Create a folder per instance\n - `--instance ` - Name of the instance to pull from, override the active instance\n - `--prefix ` - Prefix of the local workspaces to pull, used to create the folders when using --include-workspaces\n - `--prefix-settings` - Store instance yamls inside prefixed folders when using --prefix and --folder-per-instance\n- `instance push` - Push instance settings, users, configs, group and overwrite remote\n - `--yes` - Push without needing confirmation\n - `--dry-run` - Perform a dry run without making changes\n - `--skip-users` - Skip pushing users\n - `--skip-settings` - Skip pushing settings\n - `--skip-configs` - Skip pushing configs (worker groups)\n - `--skip-groups` - Skip pushing instance groups\n - `--include-workspaces` - Also push workspaces\n - `--folder-per-instance` - Create a folder per instance\n - `--instance ` - Name of the instance to push to, override the active instance\n - `--prefix ` - Prefix of the local workspaces folders to push\n - `--prefix-settings` - Store instance yamls inside prefixed folders when using --prefix and --folder-per-instance\n- `instance whoami` - Display information about the currently logged-in user\n- `instance get-config` - Dump the current instance config (global settings + worker configs) as YAML\n - `-o, --output-file ` - Write YAML to a file instead of stdout\n - `--show-secrets` - Include sensitive fields (license key, JWT secret) without prompting\n - `--instance ` - Name of the instance, override the active instance\n- `instance connect-slack`\n - `--bot-token ` - Slack bot token (xoxb-...)\n - `--team-id ` - Slack team id\n - `--team-name ` - Slack team name\n - `--instance ` - Instance profile to connect against (defaults to the active instance)\n\n### job\n\nManage jobs (list, inspect, cancel)\n\n**Subcommands:**\n\n- `job list` - List recent jobs\n- `job get ` - Get job details. For flows: shows step tree with sub-job IDs\n - `--json` - Output as JSON (for piping to jq)\n- `job result ` - Get the result of a completed job (machine-friendly)\n- `job logs ` - Get job logs. For flows: aggregates all step logs\n- `job cancel ` - Cancel a running or queued job\n - `--reason ` - Reason for cancellation\n\n### jobs\n\nPull completed and queued jobs from workspace\n\n**Arguments:** `[workspace:string]`\n\n**Options:**\n- `-c, --completed-output ` - Completed jobs output file (default: completed_jobs.json)\n- `-q, --queued-output ` - Queued jobs output file (default: queued_jobs.json)\n- `--skip-worker-check` - Skip checking for active workers before export\n\n**Subcommands:**\n\n- `jobs pull`\n- `jobs push`\n\n### lint\n\nValidate Windmill flow, schedule, and trigger YAML files in a directory\n\n**Arguments:** `[directory:string]`\n\n**Options:**\n- `--json` - Output results in JSON format\n- `--fail-on-warn` - Exit with code 1 when warnings are emitted\n- `--locks-required` - Fail if scripts or flow inline scripts that need locks have no locks\n- `-w, --watch` - Watch for file changes and re-lint automatically\n\n### protection-rules\n\n**Subcommands:**\n\n- `protection-rules pull [workspace:string]` - Pull protection rules from Windmill into protection-rules.yaml for a workspace\n - `--all` - Pull every workspace defined in wmill.yaml\n - `--dry-run` - Show what would change without writing the file\n - `--json-output` - Output in JSON format\n- `protection-rules push [workspace:string]` - Push protection rules from protection-rules.yaml to Windmill for a workspace (full reconcile: creates, updates, and deletes)\n - `--all` - Push every workspace defined in protection-rules.yaml\n - `--dry-run` - Show what would change without applying\n - `--json-output` - Output in JSON format\n - `--yes` - Skip the confirmation prompt (including deletions)\n\n### queues\n\nList all queues with their metrics\n\n**Arguments:** `[workspace:string] the optional workspace to filter by (default to all workspaces)`\n\n**Options:**\n- `--instance [instance]` - Name of the instance to push to, override the active instance\n- `--base-url [baseUrl]` - If used with --token, will be used as the base url for the instance\n\n### refresh\n\nRefresh wmill-managed project files (AGENTS.cli.md and skills)\n\n**Subcommands:**\n\n- `refresh prompts` - Refresh AGENTS.cli.md and managed skills. User-owned AGENTS.md and CLAUDE.md are never overwritten unless you opt in.\n - `--yes` - Non-interactive: skip the migration prompt for existing AGENTS.md / CLAUDE.md without the expected include; defaults to appending the include.\n\n### resource\n\nresource related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `resource list` - list all resources\n - `--json` - Output as JSON (for piping to jq)\n- `resource get ` - get a resource's details\n - `--json` - Output as JSON (for piping to jq)\n- `resource new ` - create a new resource locally\n- `resource push ` - push a local resource spec. This overrides any remote versions.\n\n### resource-type\n\nresource type related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `resource-type list` - list all resource types\n - `--schema` - Show schema in the output\n - `--json` - Output as JSON (for piping to jq)\n- `resource-type get ` - get a resource type's details\n - `--json` - Output as JSON (for piping to jq)\n- `resource-type new ` - create a new resource type locally\n- `resource-type push ` - push a local resource spec. This overrides any remote versions.\n- `resource-type generate-namespace` - Create a TypeScript definition file with the RT namespace generated from the resource types\n\n### schedule\n\nschedule related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `schedule list` - list all schedules\n - `--json` - Output as JSON (for piping to jq)\n- `schedule get ` - get a schedule's details\n - `--json` - Output as JSON (for piping to jq)\n- `schedule new ` - create a new schedule locally\n- `schedule push ` - push a local schedule spec. This overrides any remote versions.\n- `schedule enable ` - Enable a schedule\n - `--force` - Bypass the fork-conflict warning when the parent workspace has the same schedule (acknowledges that both crons will fire)\n- `schedule disable ` - Disable a schedule\n- `schedule set-permissioned-as ` - Set the email (run-as user) for a schedule (requires admin or wm_deployers group)\n\n### script\n\nscript related commands\n\n**Options:**\n- `--show-archived` - Show archived scripts instead of active ones\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `script list` - list all scripts\n - `--show-archived` - Show archived scripts instead of active ones\n - `--json` - Output as JSON (for piping to jq)\n- `script push ` - push a local script spec. This overrides any remote versions. Use the script file (.ts, .js, .py, .sh)\n - `--message ` - Deployment message\n- `script get ` - get a script's details\n - `--json` - Output as JSON (for piping to jq)\n- `script show ` - show a script's content (alias for get)\n- `script run ` - run a script by path\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not output anything other then the final output. Useful for scripting.\n- `script preview ` - preview a local script without deploying it. Supports both regular and codebase scripts.\n - `-d --data ` - Inputs specified as a JSON string or a file using @ or stdin using @-.\n - `-s --silent` - Do not output anything other than the final output. Useful for scripting.\n- `script new ` - create a new script\n - `--summary ` - script summary\n - `--description ` - script description\n- `script bootstrap ` - create a new script (alias for new)\n - `--summary ` - script summary\n - `--description ` - script description\n- `script set-permissioned-as ` - Set the on_behalf_of_email for a script (requires admin or wm_deployers group)\n- `script history ` - show version history for a script\n - `--json` - Output as JSON (for piping to jq)\n\n### sync\n\nsync local with a remote workspaces or the opposite (push or pull)\n\n**Subcommands:**\n\n- `sync pull` - Pull any remote changes and apply them locally.\n - `--yes` - Pull without needing confirmation\n - `--dry-run` - Show changes that would be pulled without actually pushing\n - `--plain-secrets` - Pull secrets as plain text\n - `--json` - Use JSON instead of YAML\n - `--skip-variables` - Skip syncing variables (including secrets)\n - `--skip-secrets` - Skip syncing only secrets variables\n - `--include-secrets` - Include secrets in sync (overrides skipSecrets in wmill.yaml)\n - `--skip-resources` - Skip syncing resources\n - `--skip-resource-types` - Skip syncing resource types\n - `--skip-scripts` - Skip syncing scripts\n - `--skip-flows` - Skip syncing flows\n - `--skip-apps` - Skip syncing apps\n - `--skip-folders` - Skip syncing folders\n - `--skip-workspace-dependencies` - Skip syncing workspace dependencies\n - `--skip-scripts-metadata` - Skip syncing scripts metadata, focus solely on logic\n - `--include-schedules` - Include syncing schedules\n - `--include-triggers` - Include syncing triggers\n - `--include-users` - Include syncing users\n - `--include-groups` - Include syncing groups\n - `--include-settings` - Include syncing workspace settings\n - `--include-key` - Include workspace encryption key\n - `--skip-branch-validation` - Skip git branch validation and prompts\n - `--json-output` - Output results in JSON format\n - `-i --includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string). Overrides wmill.yaml includes\n - `-e --excludes ` - Comma separated patterns to specify which file to NOT take into account. Overrides wmill.yaml excludes\n - `--extra-includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string). Useful to still take wmill.yaml into account and act as a second pattern to satisfy\n - `--repository ` - Specify repository path (e.g., u/user/repo) when multiple repositories exist\n - `--promotion ` - Use promotionOverrides from the specified branch instead of regular overrides\n - `--branch, --env ` - [Deprecated: use --workspace] Override the current git branch/environment\n- `sync push` - Push any local changes and apply them remotely.\n - `--yes` - Push without needing confirmation\n - `--dry-run` - Show changes that would be pushed without actually pushing\n - `--plain-secrets` - Push secrets as plain text\n - `--json` - Use JSON instead of YAML\n - `--skip-variables` - Skip syncing variables (including secrets)\n - `--skip-secrets` - Skip syncing only secrets variables\n - `--include-secrets` - Include secrets in sync (overrides skipSecrets in wmill.yaml)\n - `--skip-resources` - Skip syncing resources\n - `--skip-resource-types` - Skip syncing resource types\n - `--skip-scripts` - Skip syncing scripts\n - `--skip-flows` - Skip syncing flows\n - `--skip-apps` - Skip syncing apps\n - `--skip-folders` - Skip syncing folders\n - `--skip-workspace-dependencies` - Skip syncing workspace dependencies\n - `--skip-scripts-metadata` - Skip syncing scripts metadata, focus solely on logic\n - `--include-schedules` - Include syncing schedules\n - `--include-triggers` - Include syncing triggers\n - `--include-users` - Include syncing users\n - `--include-groups` - Include syncing groups\n - `--include-settings` - Include syncing workspace settings\n - `--include-key` - Include workspace encryption key\n - `--skip-branch-validation` - Skip git branch validation and prompts\n - `--json-output` - Output results in JSON format\n - `-i --includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string)\n - `-e --excludes ` - Comma separated patterns to specify which file to NOT take into account.\n - `--extra-includes ` - Comma separated patterns to specify which file to take into account (among files that are compatible with windmill). Patterns can include * (any string until '/') and ** (any string). Useful to still take wmill.yaml into account and act as a second pattern to satisfy\n - `--message ` - Include a message that will be added to all scripts/flows/apps updated during this push\n - `--parallel ` - Number of changes to process in parallel\n - `--repository ` - Specify repository path (e.g., u/user/repo) when multiple repositories exist\n - `--branch, --env ` - [Deprecated: use --workspace] Override the current git branch/environment\n - `--lint` - Run lint validation before pushing\n - `--locks-required` - Fail if scripts or flow inline scripts that need locks have no locks\n - `--auto-metadata` - Automatically regenerate stale metadata (locks and schemas) before pushing\n - `--accept-overriding-permissioned-as-with-self` - Accept that items with a different permissioned_as will be updated with your own user\n\n### token\n\nManage API tokens\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `token list` - List API tokens\n - `--json` - Output as JSON (for piping to jq)\n- `token create` - Create a new API token\n - `--label ` - Token label\n - `--expiration ` - Token expiration (ISO 8601 timestamp)\n- `token delete ` - Delete a token by its prefix\n\n### trigger\n\ntrigger related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `trigger list` - list all triggers\n - `--json` - Output as JSON (for piping to jq)\n- `trigger get ` - get a trigger's details\n - `--json` - Output as JSON (for piping to jq)\n - `--kind ` - Trigger kind (http, websocket, kafka, nats, postgres, mqtt, sqs, gcp, azure, email). Recommended for faster lookup\n- `trigger new ` - create a new trigger locally\n - `--kind ` - Trigger kind (required: http, websocket, kafka, nats, postgres, mqtt, sqs, gcp, azure, email)\n- `trigger push ` - push a local trigger spec. This overrides any remote versions.\n- `trigger set-permissioned-as ` - Set the email (run-as user) for a trigger (requires admin or wm_deployers group)\n - `--kind ` - Trigger kind (required: http, websocket, kafka, nats, postgres, mqtt, sqs, gcp, azure, email)\n\n### user\n\nuser related commands\n\n**Subcommands:**\n\n- `user add [password:string]` - Create a user\n - `--superadmin` - Specify to make the new user superadmin.\n - `--company ` - Specify to set the company of the new user.\n - `--name ` - Specify to set the name of the new user.\n- `user remove ` - Delete a user\n- `user create-token` - Create a new API token for the authenticated user\n - `--email ` - Specify credentials to use for authentication. This will not be stored. It will only be used to exchange for a token with the API server, which will not be stored either.\n - `--password ` - Specify credentials to use for authentication. This will not be stored. It will only be used to exchange for a token with the API server, which will not be stored either.\n\n### variable\n\nvariable related commands\n\n**Options:**\n- `--json` - Output as JSON (for piping to jq)\n\n**Subcommands:**\n\n- `variable list` - list all variables\n - `--json` - Output as JSON (for piping to jq)\n- `variable get ` - get a variable's details\n - `--json` - Output as JSON (for piping to jq)\n- `variable new ` - create a new variable locally\n- `variable push ` - Push a local variable spec. This overrides any remote versions.\n - `--plain-secrets` - Push secrets as plain text\n- `variable add ` - Create a new variable on the remote. This will update the variable if it already exists.\n - `--plain-secrets` - Push secrets as plain text\n - `--public` - Legacy option, use --plain-secrets instead\n\n### version\n\nShow version information\n\n### worker-groups\n\ndisplay worker groups, pull and push worker groups configs\n\n**Subcommands:**\n\n- `worker-groups pull` - Pull worker groups (similar to `wmill instance pull --skip-users --skip-settings --skip-groups`)\n - `--instance` - Name of the instance to push to, override the active instance\n - `--base-url` - Base url to be passed to the instance settings instead of the local one\n - `--yes` - Pull without needing confirmation\n- `worker-groups push` - Push worker groups (similar to `wmill instance push --skip-users --skip-settings --skip-groups`)\n - `--instance [instance]` - Name of the instance to push to, override the active instance\n - `--base-url [baseUrl]` - If used with --token, will be used as the base url for the instance\n - `--yes` - Push without needing confirmation\n\n### workers\n\nList all workers grouped by worker groups\n\n**Options:**\n- `--instance [instance]` - Name of the instance to push to, override the active instance\n- `--base-url [baseUrl]` - If used with --token, will be used as the base url for the instance\n\n### workspace\n\nworkspace related commands\n\n**Alias:** `profile`\n\n**Subcommands:**\n\n- `workspace switch ` - Switch to another workspace\n- `workspace add [workspace_name:string] [workspace_id:string] [remote:string]` - Add a workspace\n - `-c --create` - Create the workspace if it does not exist\n - `--create-workspace-name ` - Specify the workspace name. Ignored if --create is not specified or the workspace already exists. Will default to the workspace id.\n - `--create-username ` - Specify your own username in the newly created workspace. Ignored if --create is not specified, the workspace already exists or automatic username creation is enabled on the instance.\n- `workspace remove ` - Remove a workspace\n- `workspace whoami` - Show the currently active user\n- `workspace list` - List local workspace profiles\n- `workspace list-remote` - List workspaces on the remote server that you have access to\n - `--as-superadmin` - List ALL workspaces on the instance (requires the token to belong to a superadmin/devops user)\n- `workspace list-forks` - List forked workspaces on the remote server\n- `workspace bind` - Create or update a workspace entry in wmill.yaml from the active profile\n - `--workspace ` - Workspace name (default: current branch or workspaceId)\n - `--branch ` - Git branch to associate (default: workspace name)\n- `workspace unbind` - Remove baseUrl and workspaceId from a workspace entry\n - `--workspace ` - Workspace to unbind\n- `workspace fork [workspace_name:string] [workspace_id:string]` - Create a forked workspace\n - `--create-workspace-name ` - Specify the workspace name. Ignored if --create is not specified or the workspace already exists. Will default to the workspace id.\n - `--color ` - Workspace color (hex code, e.g. #ff0000)\n - `--datatable-behavior ` - How to handle datatables: skip, schema_only, or schema_and_data (default: interactive prompt)\n - `-y --yes` - Skip interactive prompts (defaults datatable behavior to 'skip')\n- `workspace delete-fork ` - Delete a forked workspace and git branch\n - `-y --yes` - Skip confirmation prompt\n- `workspace merge` - Compare and deploy changes between a fork and its parent workspace\n - `--direction ` - Deploy direction: to-parent or to-fork\n - `--all` - Deploy all changed items including conflicts\n - `--skip-conflicts` - Skip items modified in both workspaces\n - `--include ` - Comma-separated kind:path items to include (e.g. script:f/test/main,flow:f/my/flow)\n - `--exclude ` - Comma-separated kind:path items to exclude\n - `--preserve-on-behalf-of` - Preserve original on_behalf_of/permissioned_as values\n - `-y --yes` - Non-interactive mode (deploy without prompts)\n- `workspace connect-slack` - Non-interactively connect Slack to the active workspace using a pre-minted bot token (xoxb-...). Produces the same artifacts as the UI OAuth flow: workspace_settings fields, g/slack group, f/slack_bot folder, and the encrypted bot token variable + resource at f/slack_bot/bot_token.\n - `--bot-token ` - Slack bot token (xoxb-...)\n - `--team-id ` - Slack team id\n - `--team-name ` - Slack team name\n- `workspace disconnect-slack`\n\n"; export declare const LANG_BASH = "# Bash\n\n## Structure\n\nDo not include `#!/bin/bash`. Arguments are obtained as positional parameters:\n\n```bash\n# Get arguments\nvar1=\"$1\"\nvar2=\"$2\"\n\necho \"Processing $var1 and $var2\"\n\n# Return JSON by echoing to stdout\necho \"{\\\"result\\\": \\\"$var1\\\", \\\"count\\\": $var2}\"\n```\n\n**Important:**\n- Do not include shebang (`#!/bin/bash`)\n- Arguments are always strings\n- Access with `$1`, `$2`, etc.\n\n## Output\n\nThe script output is captured as the result. For structured data, output valid JSON:\n\n```bash\nname=\"$1\"\ncount=\"$2\"\n\n# Output JSON result\ncat << EOF\n{\n \"name\": \"$name\",\n \"count\": $count,\n \"timestamp\": \"$(date -Iseconds)\"\n}\nEOF\n```\n\n## Environment Variables\n\nEnvironment variables set in Windmill are available:\n\n```bash\n# Access environment variable\necho \"Workspace: $WM_WORKSPACE\"\necho \"Job ID: $WM_JOB_ID\"\n```\n"; export declare const LANG_BIGQUERY = "# BigQuery\n\nArguments use `@name` syntax.\n\nName the parameters by adding comments before the statement:\n\n```sql\n-- @name1 (string)\n-- @name2 (int64) = 0\nSELECT * FROM users WHERE name = @name1 AND age > @name2;\n```\n\n## Receiving an S3Object as a script parameter\n\nDeclare the arg with type `(s3object)`. Windmill renders an S3 file picker for\nit, downloads the file, and binds it as a `STRING` JSON parameter \u2014 Parquet/CSV\nfiles are decoded server-side into a JSON array of records, JSON/JSONL pass\nthrough. Consume with `JSON_EXTRACT_ARRAY` / `JSON_VALUE`:\n\n```sql\n-- @file (s3object)\nSELECT\n CAST(JSON_VALUE(row, '$.id') AS INT64) AS id,\n JSON_VALUE(row, '$.name') AS name\nFROM UNNEST(JSON_EXTRACT_ARRAY(@file)) AS row;\n```\n\n## Streaming query results to S3\n\nAdd a `-- s3` directive at the top of the script to stream the result set to S3\ninstead of returning rows. Windmill writes the file and returns its `S3Object`\nas the script result.\n\n```sql\n-- s3 prefix=exports/users format=parquet\nSELECT id, name FROM users;\n```\n\nAll keys are optional: `prefix` (object key prefix), `storage` (named storage \u2014\nomit to use the workspace default), `format` (`json` (default), `parquet`, or\n`csv`). Use this for large result sets \u2014 rows stream directly to S3 instead of\nbeing buffered, bypassing the 10000-row return cap.\n"; export declare const LANG_BUN = "# TypeScript (Bun)\n\nBun runtime with full npm ecosystem and fastest execution.\n\n## Structure\n\nExport a single **async** function called `main`:\n\n```typescript\nexport async function main(param1: string, param2: number) {\n // Your code here\n return { result: param1, count: param2 };\n}\n```\n\nDo not call the main function. Libraries are installed automatically.\n\n## Resource Types\n\nOn Windmill, credentials and configuration are stored in resources and passed as parameters to main.\n\nUse the `RT` namespace for resource types:\n\n```typescript\nexport async function main(stripe: RT.Stripe) {\n // stripe contains API key and config from the resource\n}\n```\n\nOnly use resource types if you need them to satisfy the instructions. Always use the RT namespace.\n\nBefore using a resource type, check the `rt.d.ts` file in the project root to see all available resource types and their fields. This file is generated by `wmill resource-type generate-namespace`.\n\n## Imports\n\n```typescript\nimport Stripe from \"stripe\";\nimport { someFunction } from \"some-package\";\n```\n\n## Windmill Client\n\nImport the windmill client for platform interactions:\n\n```typescript\nimport * as wmill from \"windmill-client\";\n```\n\nSee the SDK documentation for available methods.\n\n## Preprocessor Scripts\n\nFor preprocessor scripts, the function should be named `preprocessor` and receives an `event` parameter:\n\n```typescript\ntype Event = {\n kind:\n | \"webhook\"\n | \"http\"\n | \"websocket\"\n | \"kafka\"\n | \"email\"\n | \"nats\"\n | \"postgres\"\n | \"sqs\"\n | \"mqtt\"\n | \"gcp\";\n body: any;\n headers: Record;\n query: Record;\n};\n\nexport async function preprocessor(event: Event) {\n return {\n param1: event.body.field1,\n param2: event.query.id,\n };\n}\n```\n\n## S3 Object Operations\n\nWindmill provides built-in support for S3-compatible storage operations. The `wmill.S3Object` type covers both the `s3://storage/key` URI form (`s3:///key` for the workspace default storage) and the `{ s3, storage? }` record form \u2014 always use it instead of redefining your own.\n\n### Receiving an S3Object as a script parameter\n\n```typescript\nimport * as wmill from \"windmill-client\";\n\nexport async function main(file: wmill.S3Object) {\n const content = await wmill.loadS3File(file);\n // ...\n}\n```\n\n### S3 operations\n\n```typescript\nimport * as wmill from \"windmill-client\";\n\n// Load file content from S3\nconst content: Uint8Array = await wmill.loadS3File(s3object);\n\n// Load file as stream\nconst blob: Blob = await wmill.loadS3FileStream(s3object);\n\n// Write file to S3\nconst result: wmill.S3Object = await wmill.writeS3File(\n s3object, // Target path (or undefined to auto-generate)\n fileContent, // string or Blob\n s3ResourcePath // Optional: specific S3 resource to use\n);\n```\n";