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datatable-external-instance
8
Commits
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574775d50c |
fix: teach the AI the raw-app job bindings, the SDK reference and the draft/deployed split (#10754)
* feat: teach the AI the raw-app job bindings and the draft/deployed split Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: scope the raw-app deploy advice to the referenced item, and stop kind-conversion from stranding fields The draft/deployed guidance added in the previous commit was read as "deploy the app too": the agent asked for both the flow and the app and routed a one-item dependency through the review-and-deploy page. Only the referenced flow or script has to exist deployed — the preview runs the app's draft — so the prompts, the `write_app_runnable` warning and the testing rule now say to offer that one deploy and leave the app a draft. `buildPersistedRunnable` spread the existing runnable when rewriting it, so converting a path runnable to inline left `runType`/`path` behind (and the reverse left `inlineScript`). `isRunnableByName` matches the inline branch first, so an app "wired to a flow" silently ran stale inline code. `test_run_app_runnable` now fills ctx-bound inputs with `$ctx:<prop>` the way RawAppBackgroundRunner does, so a ctx argument no longer arrives missing. The SDK-reference rationale claimed WM_TOKEN may be unset, that a missing base URL falls back to localhost, and that a job token is scoped enough to 403 a hand-rolled REST call. None of the three is true, and it shipped to every write-script prompt; the text now only says the client configures itself. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: address review round on the raw-app AI instructions The eval case could pass on the exact answer it exists to reject. Every `requiredMentionsAnyOf` alternative but one was flow-agnostic, so "the app must be deployed" satisfied "must be deployed". All alternatives now name the flow, and a unit test pins that the app-only phrasing fails. `instanceLine` asserted "self-hosted Community Edition" outside the browser, where `isCloudHosted()` reads false and the license store is unset — so every global eval was told that regardless of what it pointed at. It is now emitted only under BROWSER. `assistantExpect.forbiddenMentions` defaulted a missing `assistantText` to "", which passes every entry forever on a mode whose runner does not report it. It now fails with that as the reason. `buildPersistedRunnable` carried `schema` across a retarget, so a path runnable pointed at a new flow kept the previous item's schema and `genWmillTs` typed `backend.<key>(args)` from the wrong inputs. It survives only while kind and path both match. The SDK header claimed "a function that is not listed below does not exist". `windmill-client` also exports the generated services, and the Python client exposes `Windmill.get`/`.post`, so an endpoint without a helper had no legal move. Each language now names its own escape hatch. `getAppInstructions` said the attached reference carries the TypeScript SDK even when `language: "python3"` had swapped in the Python one — on the very sentence telling the model to make that call. The kind-conversion comment claimed a hybrid runnable "silently runs stale inline code". It does not: `isRunnableByName`, `isRunnableByPath`, `convertPersistedToBackendRunnable` and `rawAppPolicy.processRunnable` all dispatch on `type` alone. The leftovers contradict the runnable's kind rather than override it, which is what the comment now says. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: address round-2 review nits on the raw-app AI instructions `flow is deployed` was satisfied both by "once the flow is deployed, the button works" and by a hallucinated "done — the flow is deployed", which eval mode makes impossible and the drafts-only judge cannot see. Every alternative now states an outstanding obligation, and two more real phrasings ("will need to be deployed") are accepted so a correct answer is not failed on wording. Condenses the three comment blocks that ran past the four-line limit in AGENTS.md, and drops two claims inside them that no longer hold: the `testRunAppRunnable` doc said it runs a runnable the way the app's own frontend does (it is the editor preview, which a deployed app's stored policy does not match), and `undeployedRunnableTargets` described its argument as the write tool's raw input when the call site passes the persisted runnable. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: report the real cause when a test run fails, and label the app-runnable card Driving `test_run_app_runnable` in a live session surfaced two defects the API-level check could not see. `executeTestRun` built its failure message from `error.message`, which the generated client leaves as the bare status text while the server's message sits in `body`. A path runnable aimed at an undeployed flow reported "Not Found" instead of "Not found: flow not found at name u/admin/current_time" — dropping the one diagnostic the run exists to produce. `formatToolError`, in the same file and written for exactly this, now does it. This also applies to test_run_script and test_run_flow, which had the same loss. The completion card read "Flow test completed successfully" for an app runnable, because `contextName` doubles as the jobs-tray kind and a path runnable pointing at a flow really does queue a flow job. A `completionName` override now names what ran without changing the kind. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * test: pin the deploy expectation against wrong answers, not just correct ones `deploying the flow` was satisfied by "done deploying the flow" — a deploy the agent only claims to have made, which eval mode makes impossible and the drafts-only judge cannot see. Replaced with the prospective forms, and dropped the same reading from the workflow variant. Three review rounds each found this same class of hole in the phrasing list, so the list is now exercised against the wrong answers themselves rather than eyeballed: naming the app as what needs deploying, claiming the deploy is already done, claiming to have deployed the flow, and saying nothing about deploying all have to fail, while four real correct phrasings have to pass. The test reads the case out of global.yaml, so a future edit to the alternatives is checked by it. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * test: drop the tense-neutral deploy alternatives and cover completed claims A gerund after a preposition carries no tense, so `before`/`after`/`by deploying the flow` all match a deploy the agent only claims to have made ("after deploying the flow, I clicked the button and it returns the greeting") just as the bare gerund did. All three are gone rather than swapped for whichever reads least badly, and the two completed-deploy phrasings are now negative fixtures. The remaining alternatives are imperative or obligational, which a claim of having already deployed cannot satisfy. Condenses the two comments this list carries: the YAML block to four lines, and the test's rationale to the durable constraint about substring matching. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: encrypt sensitive inputs when test-running an app runnable `test_run_app_runnable` sent `force_viewer_static_fields` but not `force_viewer_sensitive_inputs`, which every other preview path derives from the runnable's `sensitive` user fields. That list is the only thing driving the encryption loop in apps.rs, so testing a runnable with a sensitive input wrote the real value into the job's args in plaintext, readable by anyone with run access to the workspace. Verified against a running EE instance. With the list, `api_key` is stored as `$encrypted:mvqtSRI9…` and the sentinel appears nowhere in the job record; without it, the sentinel is readable in run details. A non-sensitive field is left plaintext either way. The tool claims parity with the editor preview, so it uses that same filter (`type == 'user' && sensitive`) and omits the field entirely when empty. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> Co-authored-by: Ruben Fiszel <ruben@windmill.dev> |
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Ruben FiszelandClaude Opus 4.8
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c91027824b |
feat(pipeline): AI-chat data-pipeline editor (route + in-session) + home surfacing (#9805)
* feat(pipeline): AI chat tools to build pipeline nodes with diff/approval Add a data-pipeline AI chat experience modeled on the flow editor and surfaced through the dev-gated global chat (no new chat panel). The /pipeline editor registers PipelineAIChatHelpers on the AIChatManager; while it is open the global mode layers pipeline tools, a pipeline prompt section, and the helpers on top of the full global tool set (behavior is unchanged when no pipeline editor is open). New tools (frontend/src/lib/components/copilot/chat/pipeline/core.ts): - get_pipeline_graph / read_pipeline_node — read the live graph and bodies - build_pipeline_node / edit_pipeline_node — stage changes as AI-pending drafts - remove_pipeline_node — drop a staged proposal - test_pipeline_node — preview-run a node (requires confirmation) Tools never deploy: they stage drafts flagged aiPending, rendered on the canvas with an accent ring and reviewed via Accept all / Reject all (the flow editor's GlobalReviewButtons). Accept commits the drafts; Reject reverts to a pre-AI snapshot, preserving earlier accepted drafts. Auto-accept is gated on the chat autonomy mode. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(pipeline): teach the global/session chat to author data pipelines Without an open /pipeline editor the session chat had no pipeline concept, so "create a data pipeline" loaded flow instructions and built a flow. Add a first-class pipeline authoring path: - system_prompts/base/pipeline-base.md — what a data pipeline is (a DAG of annotated scripts wired by storage assets, NOT a flow) and how to author the // pipeline / // on / // materialize annotations; wired through generate.py as getPipelinePrompt() (regenerated prompts.ts/index.ts). - global/core.ts — new get_instructions subject "pipeline", and a global-prompt rule disambiguating data pipelines from flows so the model routes correctly. - ai_evals/cases/global.yaml — two global cases (single node, two-node chain) asserting pipeline-annotated script drafts and forbidding write_flow, guarding the pipeline-vs-flow conflation. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(pipeline): show & build pipelines in the AI session preview Add a 'pipeline' session preview target so the session AI can show the data-pipeline graph for a folder and build nodes in-pane: - open_preview now accepts kind="pipeline" (path = folder); SessionTarget / EDITOR_TARGET_KINDS widen accordingly. The slot/codec load model stays flow|script|raw_app — pipeline bypasses it with its own fetch/draft state. - New PipelineEditorView.svelte mounts in the session pane: fetches the folder graph, overlays AI drafts, renders AssetGraphCanvas + the Accept/Reject review buttons, and registers PipelineAIChatHelpers on the *session-scoped* manager (via getAiChatManager) so build_pipeline_node / edit_pipeline_node + the diff/approval work inside the session too. - System prompt nudges the model to open the pipeline preview and use the staging tools while building. Verified end-to-end with a real model: the session AI called open_preview, the graph mounted in the side panel, then build_pipeline_node staged a node on the session canvas with its schedule trigger and ducklake output. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(pipeline): share the AI editor logic between route page and session Consolidate the duplicated data-pipeline AI logic onto a single shared layer so the route editor and the in-session preview behave identically and the session gains the full code editor. - New pipelineAiHelpers.ts: createPipelineAiHelpers(deps) owns the propose/edit/ remove/accept/reject/test staging + the per-turn snapshot bookkeeping that powers Reject. Callers inject accessors for their own draft Map and graph. - Route page (/pipeline/[folder]) drops its ~250-line inline AI-helper block and wires the shared factory via deps (folder/workspace/graph/drafts + focus, ensureEditable, run-started). Its shell — persistence, navigation guard, activity, cascade, trigger drawers — is untouched. - Session PipelineEditorView uses the same factory and now renders the real AssetGraphDetailsPane (code editor + live overlays + test), so a node built in a session opens with its source, matching the route editor. Verified: route page hydrates/renders drafts unchanged; in a session the AI opened the pipeline preview, built a node, and its code showed in the details pane. check:fast clean, 197 unit tests pass. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(pipeline): externalize editor state into PipelineEditorState (step 1) Introduce PipelineEditorState — the data-pipeline analogue of the flow editor's flowStore. It owns the draft Map, the live editor overlays, and the selection, with callback-safe methods (handleDraftPersist / handleAnnotationsChange / … ), so a single editor can be rendered by both the route page and the session. This commit lands the store and points the in-session PipelineEditorView at it (no behaviour change — the session already had these inline). Next steps move the route page onto the store and a shared <PipelineGraphEditor>. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(pipeline): point the route editor at PipelineEditorState (step 1) Move the route page's draft Map, live editor overlays, selection, and the draft-persist / live-change handlers onto the shared PipelineEditorState (`pe`), referencing them as `pe.*` in place. No behaviour change — persistence, graph resolution, run dispatch, AI staging, and deploy all stay on the page and now read/write the externalized state. This is the data-pipeline analogue of the flow editor's flowStore: the route page and the in-session preview now share one source of editor truth, setting up the shared <PipelineGraphEditor> in the next steps. Verified: the page hydrates its DB draft, renders the overlay graph, the toolbar counts (Save all (N)) track pe.drafts, and selecting a node opens it in the details pane. check:fast clean, 84 unit tests pass. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(pipeline): render the route editor via shared PipelineGraphEditor (step 2) Extract the canvas + details-pane editor body into PipelineGraphEditor.svelte, the data-pipeline analogue of FlowBuilder. The route page now delegates its Splitpanes block to it, passing the externalized PipelineEditorState plus its run/cascade/trigger/deploy callbacks; the component owns pane sizing, selection/details-open derivation, and the canvas+details rendering. Root-caused the earlier ts2769 "$props() No overload" to a prop named `state` colliding with the `$state` rune (`let x = $state(...)` parsed as a store auto-subscription on the prop) — the prop is now `editor`. Net: the route page sheds ~310 lines of template/state; behaviour preserved. Verified: the page hydrates its DB draft, renders the graph, opens the draft in the details pane (live code editor + Test), pane sizing works. check:fast clean, 24 pipeline tests pass. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(pipeline): move draft autosave into PipelineGraphEditor (step 3) Fold the per-user `data_pipeline` DraftService bundle autosave (hydrate + debounced persist + localStorage crash mirror) into PipelineGraphEditor, gated by a `persistDrafts` prop — FlowBuilder's parameterized-autosave shape. The route page passes `persistDrafts` + `folder` and reads `editor.loadedFromDbDraft` for its AutosaveIndicator; the in-session preview will leave persistence off. Also restores the `untrack(...)` wrapping on the pane-sizing $effect (dropped when the editor body was extracted in step 2). Without it the Pane `bind:size` feedback loops the effect and pegs the main thread when the details pane is closed — a latent hang in the step-2 commit. check:fast clean, 24 pipeline tests pass. Note: browser revalidation was not possible this session (the Playwright MCP browser was reset); the autosave is a verbatim port and the untrack fix is the original working form. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor(pipeline): render the session preview via shared PipelineGraphEditor (step 4) Point the in-session PipelineEditorView at the shared PipelineGraphEditor instead of its own inline canvas + details pane. The session now renders the exact same editor body as the route page — gaining the full details/code pane — while opting out of persistence (persistDrafts=false) and the run/cascade/trigger/bounded affordances (their callbacks are omitted, so those controls hide). Building nodes + the Accept/Reject diff still work via the AI helpers. Also fixes issues surfaced by a full `svelte-check` while wiring this up: - PipelineGraphEditor: edit mode opened the details pane unconditionally (a step-2 regression); restored the route's "open only on selection/draft" behaviour. - Route page passed an `isOperator` prop the component doesn't accept (step-2; caught only by full check, not check:fast). - SessionItemNotFound: narrow its `kind` to exclude `pipeline` (pipeline targets never slot-load, so they can't 404 through it) — closes the SessionTarget-widen fallout. - PipelineEditorView: cast the resolveGraph base to AssetGraphResponse. Full `svelte-check` now clean across all pipeline/session files; 137 unit tests pass. (Browser revalidation still pending — Playwright MCP was unavailable this session; see the smoke-test note on the PR.) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(pipeline): stop an infinite microtask loop when persisting a no-output draft handleDraftPersist short-circuits when the open draft's content + inferred writes are unchanged. The writes check compared `d.outputAssets?.length === writes.length`, but a no-output draft has `outputAssets: undefined` (so `?.length` is `undefined`) while the details pane infers an empty `writes: []` (length 0). `undefined === 0` is false, so it never short-circuited: every persist re-wrote the drafts Map with an equivalent object, which gave `activeDraft.script` a new identity → the pane re-emitted its overlays → the graph re-derived → persist fired again. A self- sustaining microtask loop that pegged the renderer and froze the tab on any pipeline carrying a no-output draft (e.g. hydrating one from the saved data_pipeline draft on load). It hangs rather than throwing effect_update_depth_ exceeded because it cycles across microtasks, not within one reactive flush. Fix: coalesce the undefined length to 0 so "no outputs" compares equal to an empty inferred-writes list. Adds pipelineEditorState.test.ts covering the idempotency (fails without the fix) plus the change/no-change cases. Root-caused by instrumenting the reactive churn: every iteration reassigned drafts/liveContent/liveBodyAssets/liveAnnotations/displayGraph with identical values — pure reference churn off the drafts re-write. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(ai-chat): make the agent open the pipeline editor before building nodes In a session, the GLOBAL system prompt only *advised* opening the pipeline preview ("show its graph with open_preview ... prefer those tools once it is open"), so the agent routinely skipped it: on a plain "build a data pipeline" request it reached for write_script and staged plain script drafts, and the canvas editor never opened. build_pipeline_node / edit_pipeline_node are only registered once the preview is open, so skipping open_preview also loses the canvas-staged Accept/Reject diff-approval flow entirely. Make the guidance imperative: open_preview(kind="pipeline", path=<folder>) is the FIRST step before creating any node (an empty or not-yet-created folder is fine — create_folder first if needed), and pipeline nodes go through build_pipeline_node / edit_pipeline_node, never write_script. This also clears the agent's "the folder might not exist" hesitation that pushed it toward write_script. Verified live (same plain prompt, before/after): before it used write_script with no editor; after, the agent opens the editor first and stages a canvas-highlighted node with Accept all / Reject all. The guidance is gated on previewTools (session-only), so it doesn't affect the non-preview global eval cases. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(pipeline): preserve in-session pipeline drafts across editor hide/show The session preview's PipelineEditorState lived in the PipelineEditorView component with persistDrafts=false. Hiding the editor sets editorVisible=false, which makes `hasEditor` false and the `{#if hasEditor}` block unmount the view — discarding its component-local store. Showing it again remounted a fresh, empty one, so the pipeline the AI had built in the session vanished. Move the PipelineEditorState onto the per-session SessionRuntime (like the flow / script / raw_app editors, which already host their state there and take {runtime}), so it survives the pane unmount on hide and across session switches. The runtime is keyed by session id and only dropped on session deletion. Because the instance is now reused, guard against a retarget to a different folder: PipelineEditorView resets the state when `path` changes to a new folder (a same-folder remount keeps the drafts). Adds `folder` + `reset()` to the store. Verified: build a node in a session → Close editor → Show editor → the staged node, its wiring, the details-pane code, and Accept/Reject all re-appear. Full svelte-check clean; 139 pipeline tests pass. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(pipeline-ai): clearer diff + persistent review banner on the canvas The AI review affordance had two problems on the pipeline canvas: - The floating Accept-all / Reject-all bar sat bottom-center, where it collided with the minimap once the canvas narrowed on node selection — reading as "the buttons vanished when I select a node". - Every staged draft rendered with the same blue ring, so it wasn't clear what the review would actually change (a plain manual draft looked the same as an AI proposal). Replace the floating bar with a top-left review banner (z-30, clear of the controls and minimap) that stays put regardless of selection and spells out the pending counts. Color the diff per node: a proposal that adds a node that isn't deployed rings green with a "new" chip; one that edits an already-deployed node rings amber with an "edited" chip. Plain manual drafts keep the neutral gray dashed border, so only the green/amber nodes read as part of the Accept/Reject set. aiPendingKind is resolved in resolveGraph (deployed runnable present → modified, else added) and forwarded through the canvas to the node. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): persist in-session pipeline proposals across reload/switch Staged AI proposals lived only in the per-session runtime's in-memory PipelineEditorState (persistDrafts=false), so a page reload — and an LRU-evicted runtime on session switch — dropped them, leaving the canvas and the Accept/Reject review empty even though the chat still showed the nodes as staged. Enable the same per-folder DB-draft persistence the route page uses for the in-session editor. To keep hide/show cheap and race-free, hydration is now gated per editor instance (PipelineEditorState.hydratedFromDb) rather than per component mount: the runtime-hosted instance hydrates ONCE when fresh (reload / evicted runtime) and then keeps its in-memory drafts across the editor pane unmounting on hide — re-reading the DB on every remount would race a not-yet-flushed autosave and drop a just-staged draft. A folder retarget resets the flag so the new folder re-hydrates. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): make Reject all work for rehydrated proposals rejectAll only reverted paths tracked in the in-memory aiSnapshots map, which is rebuilt empty on each editor mount. After a reload (or session switch into a fresh runtime) the proposals are restored from the persisted draft but have no snapshot, so Reject all was a no-op on exactly the nodes it should discard. Sweep any still-pending draft without a snapshot and discard it (revertPath with no snapshot deletes the path; for an edit of a deployed node that correctly falls back to the deployed body). Adds unit coverage for accept/reject including the no-snapshot case. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): keep proposals visible while the graph reloads on switch The session editor pane is LRU-capped (MAX_WARM_EDITORS), so returning to a session whose pane was evicted remounts PipelineEditorView with a fresh graphRes resource (loading=true, current=undefined). The deployed-graph loading spinner gated the whole canvas, so the staged proposals and the Accept/Reject review banner vanished until the re-fetch resolved — read as "the proposal disappears when I switch sessions". Only show the loading/error placeholder when there are no drafts to display. When the runtime already holds staged drafts, render the editor immediately: resolveGraph overlays them on an empty base so the proposals + banner stay visible, and the deployed nodes fill in when the fetch completes. Verified with a 4s-delayed graph fetch — proposals render through the load with no spinner. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * refactor(pipeline-ai): apply AI node edits directly as drafts, no approve/reject The canvas-level Accept all / Reject all review (aiPending proposals, the green/amber diff ring + "new"/"edited" chips, and the review banner) didn't fit the pipeline editor. Match the flow/script editor instead: build/edit apply directly as ordinary unsaved drafts on the canvas, which the user then deploys — there is no separate approval step. Removed across the surface: - aiPending / aiPendingKind on the runnable node + resolveGraph seeding + canvas forwarding; AI-built nodes now render with the existing plain unsaved-draft dashed styling. - the review banner, count derivations, and hasAiPending/onAccept/onReject props from PipelineGraphEditor and both consumers (route page + session view). - acceptAll/rejectAll/hasPending and the per-turn snapshot bookkeeping from the shared helpers; removeProposedNode now just discards the unsaved draft at a path (undo a build). acceptAllProposals/rejectAllProposals/ hasPendingProposals dropped from the PipelineAIChatHelpers interface and the manager's auto-accept hook. - accept/reject language from the tool descriptions, return messages, and the system-prompt section. Tests updated; pipeline + AssetGraph suites pass (142). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(drafts-diff): support data_pipeline diffs + fix blank empty-summary row Two issues in the session "Drafts" diff drawer (DraftDiffDrawer): - Clicking a `data_pipeline` bundle row threw "Draft diff not supported for kind data_pipeline" (utils_draft_deploy.ts) — there was no handler for the kind, so it fell to the OVERLAY_GETTERS lookup and errored. The bundle has no deployed counterpart (each node deploys individually as a script), so diff it node-by-node: surface each node's draft body keyed by path, folding in the deployed body as the "before" when a node edits a deployed script. - A draft row whose summary is an empty string (e.g. the app draft) rendered with no title at all: WorkspaceItemRow's single-line branch used `summary ?? secondary`, and `??` doesn't treat '' as absent, so it showed the empty summary instead of the path. Use `||` so an empty summary falls back to the path. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(drafts-diff): explode data_pipeline bundle into per-node subitems A data_pipeline draft is a bundle of node-script drafts, so a single row diffed the whole thing as one blob. Explode it in DraftDiffDrawer into one script row per node, nested under the bundle's `…/data_pipeline` folder so they read as the pipeline's subitems — each with its own path and a proper script Content/Metadata code diff. The node's draft body is the "after"; its deployed body (when the node is already deployed) is the "before", so edits show as line diffs and new nodes as added. A single bundle row (via the getDraftDiffValues data_pipeline fallback) is kept only for the case where the bundle can't be read. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * refactor(pipeline-ai): simplify — drop vestigial approve/reject scaffolding & redundant field Review pass over the PR, removing complexity left from the approve/reject removal and the shared-component refactor (all behavior-preserving): - Inline the `acceptPendingEdits` pass-through into `acceptPendingFlowEdits` and revert the now-inert `autoAcceptEditsAvailable` GLOBAL+pipeline widening (pipeline edits are direct drafts — nothing to auto-accept). - Fix the global system prompt: pipeline tools "apply directly as unsaved drafts (no accept/reject)", not "proposals the user Accepts or Rejects". - Collapse the redundant `outputAsset` (singular) into `outputAssets`, removing a whole resolveGraph fallback tier; simplify propose/editNode. - Drop the single-field `PipelineAiHelpersHandle` wrapper (callers just destructured `{ helpers }`); inline the misleading `isoNow()` helper. - Remove the now-unreachable `data_pipeline` branch in getDraftDiffValues (the drafts drawer explodes bundles per-node; an unreadable bundle is skipped) and the "Step N consolidation" drafting narration. - Un-export internal-only types; reuse `storageKey`; refresh stale comments that still referenced proposals / the review banner / diff-approval. svelte-check clean; 141 unit tests pass. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(pipeline): tooltip clarifying the Create/Save button deploys The accent button in the asset-graph details pane ("Create" for a new script, "Save" for an existing one) is really a deploy, but had no tooltip explaining that. Add a title — "Deploy this new script to the workspace" / "Deploy your changes to this script" — keeping the create-vs-update label distinction while making clear both deploy. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * docs(pipeline-ai): document the `materialize` annotation in the pipeline prompt The model invented "materialize run" because the prompt only mentioned `// materialize <uri>` in passing. Spell out what it is in both the in-app pipeline prompt (getPipelinePromptSection) and the base prompt (pipeline-base.md, regenerated): a MANAGED output where the runtime writes the table around a single SELECT (no manual CREATE/INSERT); replace (default) vs `append` vs `key=<col>` strategies; `manual` to opt out (track-only); and its pairing with `// partitioned …` (runs once per partition, `{partition}` token substituted at run time). Explicitly: materialize is an output declaration, not a command — there is no "materialize run". Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(pipeline-ai): trigger drawers in the AI session preview Bring the route page's native-trigger affordances to the in-session pipeline editor by reusing the shared <PipelineTriggerEditors> (no duplication of the drawer UI). Clicking a "Schedule · Missing — no trigger row" node (or edit/delete on an attached trigger, webhook, data-upload) now opens the same drawers the full editor uses, instead of doing nothing. Draft nodes get the same "save the script first" guard (a trigger row needs a deployed script). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(pipeline-ai): run buttons + live run state in the AI session preview Wire the per-node Run button and live run-state badges into the in-session pipeline editor, reusing the shared folder-scoped job poll (useActiveRunnableIds) the route page uses — node badges, the event log, and the zero-latency "running" hint all come from it. The session runs one node at a time (preview for an unsaved draft, the deployed version otherwise), skipping the route page's cascade/deploy-queue machinery the AI-session UX doesn't need. Verified: a node's Run button dispatches a job and the badge updates live from the poll. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(pipeline): label the node deploy button "Deploy" (was Create/Save) Users read "Create" and asked whether it deploys. It does — and the main script editor's DeployButton already says "Deploy", so this is the consistent term. Use "Deploy" for both the new-script and existing-script cases; the new-vs-changes nuance stays in the button's tooltip. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(home): surface data pipelines as units, including bundle-phase drafts Treat a data pipeline as one home entry instead of scattering its member scripts: - The home "Pipeline · f/<folder>" entry now also covers bundle-phase pipelines — a folder that so far only exists as a `data_pipeline` draft — not just deployed ones, so a pipeline shows up the moment its first node is drafted (union listPipelineFolders + data_pipeline draft folders). - Pipeline-member scripts (`auto_kind='pipeline'`) are filtered out of the individual scripts list; they're represented by their pipeline's entry. - Tree view injects pipeline folders so they (and their "Pipeline" entry) still appear when their only scripts are hidden members or they have none deployed yet. Verified in both list and tree view: app_groups (deployed member folded) and a draft-only nyc_transit both show as pipelines; the member script no longer lists individually. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(scripts): compute auto_kind for draft-only pipeline nodes A never-deployed pipeline node (a script draft starting with `// pipeline`) had no script row, so list_scripts synthesized it with `auto_kind: None` — and the home page therefore couldn't tell it was a pipeline member, listing it individually instead of folding it into its pipeline. Parse the draft content the same way the create path does (`parse_pipeline_annotations(...).in_pipeline`) and set `auto_kind = "pipeline"` on the synthesized draft-only row, so draft nodes fold into their pipeline like deployed members. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * feat(search): hide pipeline-member scripts from global search The Ctrl+k global search listed pipeline-member scripts (`auto_kind='pipeline'`) individually. Filter them out — they're reached through their pipeline, matching the home page. Deployed members carry auto_kind from the script row; draft-only members now do too (computed from draft content in list_scripts), so both are excluded here. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline): address PR review findings Session run dispatch (the one real bug): - runNode now passes `_wmill_skip_asset_dispatch: true` for a single-node run of a deployed node unless the user chose "run + downstream" (cascade) — previously a single Run could fan out to downstream deployed scripts via the backend asset dispatcher and fire side-effecting production runs. - onRunProducer guards `kind === 'script'`; onTestStateChange only clears the run hint for the script the pane finished (not a different in-flight node); clear the hint on folder retarget; gate the background poll on isActiveSession so hidden warm panes don't poll; note the PipelineTriggerEditors workspace coupling. Home page pipeline surfacing: - Fold pipeline-member folders into `pipelineFolders` (captured in loadScripts) so a members-only / draft-only-`// pipeline` folder still shows its pipeline entry instead of vanishing; and don't render the empty-state when only pipelines remain (they aren't part of the text filter). - Insert injected tree folders in name order instead of prepending. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * docs(pipeline-ai): make clear `// materialize` is DuckDB + DuckLake only The model put `// materialize` on a python3 node, which deploy rejects ("only supported for DuckDB scripts"). The prompt only implied SQL ("write the body as a single SELECT") without stating the hard constraint. Spell it out in both the in-app prompt and pipeline-base.md: `// materialize` is DuckDB-only and its target must be a DuckLake table; for python3/bun/postgresql nodes, write the output via the SDK instead and let it be inferred — reach for duckdb when a node should materialize a DuckLake table. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * docs(pipeline-ai): fix stale comment — session now wires run + trigger affordances Addresses review: the comment still claimed the session 'opts out of the run/cascade/trigger/bounded affordances', but run buttons + trigger drawers were wired in. Describe the current state (wires run + triggers; omits only cascade/bounded/add-script). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline): address Codex review — test_pipeline_node dispatch + tree search - [P1] testNode (the test_pipeline_node tool) ran a deployed node via runScriptByPath without `_wmill_skip_asset_dispatch`, so previewing one node could fan out to downstream deployed subscribers and run side-effecting scripts. Add the skip flag (test is always single-node) + a regression test. - [P2] Home tree view injected pipeline folders — and rendered their Pipeline row — even during a text search, surfacing unrelated pipelines. Gate both the TreeViewRoot injection and TreeView's hasPipeline on `!isSearching`, matching the list view which hides pipeline rows on a query. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): keep the pipeline prompt after update_user_instructions rebuildGlobalSystemMessage (called by the update_user_instructions tool) rebuilt only the base Global prompt, dropping the pipeline-editor section that configureGlobalMode appends. So after the chat remembered an instruction, the next GLOBAL turn lost the active /pipeline/<folder> context + direct-draft/ materialize guidance while pipeline tools stayed registered. Re-append the pipeline section here when a pipeline editor is registered. Addresses Codex review [P2]. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(home): gate pipeline entries by kind/archived/owner filters Codex review [P2]: pipeline rows/folders rendered independently of the item filters, so a pipeline still showed under the Flows/Apps tabs, in the archived view, and outside a selected owner. Add `visiblePipelineFolders` applying the same gates the items get (kind ∈ {all, script}, not archived, owner-prefix match) and route the list rows, tree injection, and empty-state check through it. Pipelines are always `f/<folder>`, so the user-folder toggle and kind=script keep including them. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline): address review — route folder-switch state, AI node guards, diff identity claude[bot] [P1]: the route page's in-app folder switcher navigates same-route (no remount), but nothing reset PipelineEditorState — so folder A's drafts displayed under B and autosave persisted them into B's bundle, and B never hydrated. Reset pe on folder change (mirror the session retarget), and guard the shared hydrateDrafts against a stale folder result landing after a retarget. codex/claude [P2]: build_pipeline_node (proposeNode) only checked drafts.has — now rejects a path outside the open folder and one colliding with an existing deployed node (model should edit_pipeline_node). + 3 regression tests. codex/claude [P2]: exploded pipeline-node diff rows shared `script/<path>` with a standalone script draft at the same path, colliding in the {#each} key + value cache. Add an explicit unique `key` (the distinct bundle-nested path) on DiffRow; pipeline nodes set/look up by it while `path` stays the real edit target. claude [P2]: session AI test_pipeline_node now arms the live run badge (onRunStarted), matching the route page. nit: pipelineAiHelpers.test uses afterEach(restoreAllMocks) instead of an unreachable inline mockRestore. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline): harden AI node mutations + close home label-filter / rename gaps Codex [P1] (AI mutations trust model paths) — fully scoped now: - editNode validates the open folder too (proposeNode already did), via a shared assertInFolder; an edit_pipeline_node for f/other/* no longer persists an unrelated script into the current folder's data_pipeline bundle. - both build_pipeline_node and edit_pipeline_node now require the `// pipeline` annotation (assertPipelineAnnotation) so a staged draft is definitionally a pipeline member, not a silently-non-member script. + tests. (proposeNode's folder + deployed-collision guards landed in the prior commit.) Codex [P2] home label filter — visiblePipelineFolders ignored labelFilter, so a label selection still showed every pipeline (and the empty-state fell through to render pipeline rows). Pipelines carry no labels, so a label filter hides them. Codex [P2] session rename — PipelineEditorView now wires onScriptRenamed (repoint selection + refetch), matching the route page; a persisted-script rename no longer leaves the canvas on the old path. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * docs(pipeline-ai): language-specific comment prefix for annotations Codex [P2]: the tool schema and prompt told the model to write `// pipeline` / `// on` / `// materialize` regardless of language, and pipeline-base.md grouped SQL with `#`. A `//` (or `#`) annotation line is invalid in a DuckDB/Postgres node — it passes the frontend parser (which strips `//`/`--`/`#`) but is a SQL syntax error at deploy/run. Make the guidance language-specific everywhere: `--` for SQL (duckdb/postgresql), `#` for python3/bash, `//` for bun/TS — the `//` in examples is the TS form to translate. Regenerated the prompt outputs. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): re-scope Global prompt on folder switch + language-aware base prompt Codex [P2] x2: - The route page resets editor state on an in-app folder switch, but the Global chat's system message kept the old `/pipeline/<folder>` scope (the helper methods read the reactive folder, but the prompt string is only rebuilt on Global-mode reconfigure). Rebuild it on folder change so the next turn targets the new folder. - The pre-editor base Global prompt (seen before open_preview/get_instructions) still showed TS-only `// pipeline` / `// on`. Make it language-aware (`--` SQL, `#` Python/Bash, `//` TS) so the model can't draft invalid DuckDB/Postgres nodes before the pipeline tools are registered. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): authoritative new-node probe + SQL-correct eval checklist Codex [P2] x2: - build_pipeline_node's collision check relied on the resolved graph, which can be empty while the session preview races open_preview (a build could shadow a deployed node before the graph loads) and only covered pipeline runnables, not a non-pipeline script at the same path. Add an authoritative backend probe (ScriptService.getScriptByPath): any deployed script at the path → reject with "use edit_pipeline_node". + regression test (empty graph, deployed script). - The DuckLake eval judgeChecklist required the exact `// pipeline` annotation, which would penalize the now-correct `-- pipeline` SQL output (or reward invalid DuckDB syntax). Make both cases syntax-aware. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): rebuild Global prompt on session preview folder retarget Codex [P2]: open_preview(kind="pipeline", path="B") can retarget an existing pipeline preview from folder A to B without remounting. The retarget effect resets editor state and the helper methods read the new path, but the registration effect only depends on isActiveSession, so the Global system message stayed scoped to /pipeline/A. Mirror the route-page fix: rebuild the global system message on retarget (gated on isActiveSession — only the active session's helpers are registered; a hidden session reconfigures when it next becomes active). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(pipeline-ai): edit_pipeline_node preserves deployed script metadata Codex [P1]: editNode kept only the deployed script's language and staged a fresh makePipelineScript draft with empty hash/summary/description/tag/schema/settings. Deploying that edit from the pane (auto_parent) would update the script while wiping its metadata, and the route "Save all" path (no parent_hash) could hit the backend path-conflict branch on the occupied path. Base the draft on the existing draft's / deployed script object and replace ONLY content (+ inferred output assets), preserving hash and metadata. + regression test. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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 centdixandClaude Opus 4.8
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943ef6eb20 |
feat: add workspace datatable tools to global AI chat mode (#9395)
* feat: add workspace datatable tools to global AI chat mode Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * test: cover global-mode datatable tools pure logic Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: expose datatable SQL SDK reference via get_instructions in global mode Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: make datatable get_instructions language-aware, default TypeScript Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor: drop datatable/whitelist args from global init_app tool Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: flag missing datatable config as an explicit blocking error in global mode Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor: drop dead branch in exec_datatable_sql result handling Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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centdixandClaude Opus 4.5
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110384580e |
refactor: add global ai chat mode with workspace-item draft tools (#9056)
* docs: add global ai mode plan
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add global ai draft mode
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* fix: scope global ai mode to scripts and flows
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* refactor: simplify global ai workspace item shape
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* refactor: split global ai write tool into per-type tools
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add global ai schedule and trigger workspace item tools
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add dev-only /global_drafts route to inspect ai draft store
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add edit_script and patch_flow_json global ai tools
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add deploy_workspace_item global ai tool with confirmation
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: emit open-resource action card after deploy_workspace_item
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add delete_workspace_item global ai tool with confirmation
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* chore(system_prompts): emit RESOURCES_BASE and resource/variable zod schemas
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add global ai resource and variable workspace item tools
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* fix: search_resource_types uses listResourceType to avoid embedding feature dep
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* Revert "fix: search_resource_types uses listResourceType to avoid embedding feature dep"
This reverts commit
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centdix
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0d0557fc9d |
feat: add wac ai context for frontend chat (#9021)
* feat: add wac ai context * fix: limit wac context languages * fix: pass wac auto kind in flow script drawer |
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8196857c8f |
add workflow-as-code skill (#8970)
* feat: add workflow-as-code skill
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* fix: make system prompt freshness self-contained
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* Revert "fix: make system prompt freshness self-contained"
This reverts commit
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centdixandClaude Opus 4.6
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8a32322c18 |
fix: auto-generate datatable SDK reference for app mode system prompt (#8522)
The app mode AI chat system prompt had hand-written datatable API docs that were missing methods (fetchOneScalar, execute, query). This adds datatable-specific extraction to generate.py so the prompt stays in sync with the actual TypeScript and Python client APIs. Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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centdix
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31e002ad41 |
feat(ai): standardize and improve system prompts (#7346)
* init * test in frontend * copy files * use in cli * better * add desc to sdks * better * fix ts parsing * add docs to ts client * add docs to python client * use script prompt in frontend * regen * use in flow * rm * use in cli, create AGENTS.md instead of cursor rules * remove apply * better * better * simplify cli * more docs * cleaning * update readme * generate cli file * better folder names * fix ts * fix multiline |