* feat: reusable AI agent steps with hybrid linking and evals Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: make linked AI agents rigid (read-only) with unlink-to-fork Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: show inherited agent config read-only on linked step Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: edit/update a saved agent in place via upsert Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: bind linked AI agent tool inputs to host flow context Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: rebind linked AI agent tool inputs via graph tool nodes Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: linked AI agent tool nodes, step test, and read-only card Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore: remove ai_agent resource type migration, sync from hub instead Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore: remove AI agent eval suite and run endpoint, defer to later Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore: unwire eval routes, types and UI (completes eval removal) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs: update reusable AI agents guide for eval removal and tool rebinding Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore: regenerate system prompts for AIAgent agent/tool_inputs schema Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: strip brain transforms on link, avoid dirtying flow on tool open Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: flow-local test form and linked-agent marker in read-only graph Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: store linked tool overrides as diff from resource base Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: resolve linked agent tools in read-only viewer with fallback Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: use operating workspace, block non-static provider, warn on unbound tool inputs Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: resolve linked parent's tools from resource for nested agent tool lookup Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: scope linked-agent tools by flow path, thread workspace to path check and embedded viewer Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: strip flow-context tool inputs on agent save, drop unbound-inputs warning Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: persist agent edit mode across tool selection, show linked tool code read-only Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat: show linked agent resource path in node definition panel Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor: edit linked tool inputs in step panel, make tool nodes display-only Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor: wire step-panel tool bindings (completes display-only pivot) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: single scroll for linked card, agent path as node label, drop fill-inputs in tool cards Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * style: align linked-agent UI with design tokens and components Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: separate linked tool select target from module id to unbreak agent clicks Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@aanthropic.com> * fix: save agent tool inputs verbatim, host flows override via tool_inputs Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: scope agent edit state by flow path, require linked-tools scope at init Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: block saving an agent whose static provider is incomplete Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: type errors in agent tool bindings and save drawer input Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: key agent edit state by workspace, resync tool bindings on external changes Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: include workspace in linked-tools scope and tool schema fingerprint Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: remove unused workspace prop from FlowModuleSchemaMap Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor: drop linked-agent placeholder tool node, path label suffices Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: workspace-qualified resource links, guard stale tool schema loads Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: keep flow tool overrides out of the agent on edit, fold only on unlink Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: fold preserved tool overrides into the step on edit cancel Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: refuse overwriting non-agent resources on save, show memory kind on linked card Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: consume picker value, invalidate edit state on undo/reinit, cap nested agent tools Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: guard in-flight edit fork against restores, migrate edit state on rename Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * refactor: validate agent edit state by fork identity instead of path keys Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: key agent edit entries by fork marker alone, immune to editor nesting Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix: keep agent edit state across structural graph edits and flow renames Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01B6kq9PYqNdc5q7ubidBYAs * fix: centralize agent edit reanchor, guard in-flight saves, seed rename scope from flow path Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01B6kq9PYqNdc5q7ubidBYAs * fix: ancestry-keyed edit reanchor and doc-scope sweep for republished linked tools Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01B6kq9PYqNdc5q7ubidBYAs * fix: guard stale linked-tool fetches and resolve while-loop nested linked agents Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01B6kq9PYqNdc5q7ubidBYAs * fix: drop empty tool override entries on revert and correct stale viewer comment Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01B6kq9PYqNdc5q7ubidBYAs * docs: drop stale eval mention from the linked-agent comment Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: deploy linked agent resource, guard viewer fetches, align tools schema Address review findings on the reusable-agent branch: - Cross-workspace deploy never collected a linked step's `agent` resource, so the deployed flow failed at runtime unless the agent already existed there. - The read-only viewer published resolved tools without the generation guard flowState uses, letting a superseded link's tools win a race. Share one guarded publisher (`publishLinkedAgentTools`) between both call sites. - `tools` was still required in the OpenFlow AiAgent schema while the deserializer defaults it, rejecting hand-authored linked steps; make it optional and narrow the call sites. - Overlay `tool_inputs` in the non-linked branch too, so a flow persisted while a step sits in "Editing" mode still binds tools to this flow. - Cap the linked-tools store's scope map; nothing evicted it before. - Drop the orphaned `.sqlx` entry left by the eval removal, regenerate the copilot OpenFlow schema, and fix the generator's nested-`z.record` arity. - Move `refreshFlowStateStore` out of `agentEditStore` into its own module. - Document that linked agents' tool scripts are outside the lock pipeline. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * chore: regenerate system prompts for optional AIAgent tools Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: follow saved-agent deps on deploy, accept the linked shape in the schema Round-18 review findings: - Deploying a linked flow queued only the outer ai_agent resource. Follow `$res:` refs inside a resource value (every UI-saved agent has a provider resource) and the agent's own tools, which reference scripts, flows, MCP resources and nested linked agents by bare path. - The AiAgent input_transforms schema still required provider/output_type, so it rejected the very shape linking persists (brain transforms stripped, flow-local inputs kept). Only user_message is always present. - dfs traversed `value.tools` unconditionally through a cast, which throws on a linked module that omits it now that the field is optional. - Trim the flow-refresh invariant comment to the 4-line limit. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: recurse into inline nested agent tools on deploy, require provider when unlinked Round-19 review findings: - The deploy walk only inspected a saved agent's top-level tools, so an inline nested agent tool's own scripts, flows and MCP resources were skipped. Recurse into it; a linked one is still queued as a resource instead. - Normalize a `$res:`-prefixed MCP tool resource_path like other refs. - Dropping provider/output_type from the schema's required list also let a standalone providerless agent validate, which deploys clean and then fails on every run. The constraint can't go in the schema: an `anyOf` makes AiAgent a union, which breaks the FlowModuleValue discriminated union it belongs to (verified: zod throws "Invalid discriminated union option"). Enforce it in validateFlowModules instead, next to the other cross-module checks, via a shared collectProviderlessAgentIds. - Correct the deploy paragraph in the docs: provider resources are traversed now. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: follow linked tool_inputs overrides on deploy, untrack vitest artifact Round-20 review findings: - A linked step's `tool_inputs` override replaces the resource tool's default at runtime, so a static `$res:`/`$var:` override is the dependency the flow actually uses. The deploy walk queued only the saved agent, leaving runs in an empty target workspace to fail on the missing override target. It also never scanned an aiagent module's own input_transforms, since the scan was gated to script/rawscript/flow. - Extract the pure walkers to deployDependencies.ts and cover them: three rounds have each found a further gap in this one function. - Untrack a vitest cache artifact committed by accident, and ignore a repo-root node_modules/ (only per-package paths were listed). Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: collect inline agent provider and tool deps, correct tool_inputs docs Round-21 review findings: - An inline agent's provider credential sits inside an object-valued static transform, so the top-level string check missed it and such a flow deployed without its provider. Walk transform values instead of string-matching them. - An inline agent's own tools were only partly reachable: getAllModules drops MCP and websearch tools, so their resources were never queued. A standalone agent module now recurses through agentResourceDependencies, and the module's own input_transforms are scanned inside aiAgentModuleDependencies so one function owns the whole step rather than splitting it with the caller. - `tool_inputs` was documented as empty/absent for non-linked steps, which contradicts the runtime applying it when `agent` is unset so a flow persisted mid-Edit keeps its bindings. Describe that case in both the Rust doc and the OpenFlow description. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: keep linked steps brain-free on load, gate stale agent fetches, log linked tools Round-22 review findings: - loadSchemaFromModule filled every AI agent schema key with a placeholder transform, re-adding provider/memory to a linked step that deliberately carries none — persisted on the next save and rejected by the generated Copilot schema. Fill only the flow-local keys when the step is linked. - The linked-resource fetch was neither aborted nor tagged, so switching a step from agent A to B could publish A's tools under B and show A's brain next to B's link. Tag each result with the (workspace, path) it was fetched for and drop the ones that no longer match. - "Test this step" passed no tools for a linked agent, and the log viewer drops tool_call entries it cannot resolve to a definition, so the agent's invocations vanished from the log. Pass the resolved resource tools. - Correct the cancel-edit comment: the runtime does apply tool_inputs on an unlinked step, and folding is what leaves nothing for it to overlay. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: pin the edit session across saves, resolve linked tools in the run viewer Round-23 review findings: - Cancel stays enabled while a save awaits its requests, and it keeps the `tools` array identity, so the old guard passed and the completing save relinked the step and cleared the edits Cancel had just kept. It also accepted any replacement edit marker. Pin the path being saved and require the marker to still hold it, which still tolerates a content-preserving refresh re-anchoring the marker onto a clone. - Resolve linked agents' tools in the run/status viewer too: it reads module.value.tools straight from raw_flow, which is empty for a linked step, so AIAgentLogViewer dropped every tool_call it could not match and the graph drew the agent with no tool nodes. Same gap the previous commit closed for "Test this step" only. - Drop the overlay call-site comment: it claimed resource defaults are discarded and unmatched keys ignored, while overlay_tool_inputs preserves defaults and inserts new keys, as its own test asserts. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: scope linked tools without the trigger-node path, keep the standalone save guard Round-24 review findings, both regressions from the previous commit: - Passing `path` to the run viewer's graph also switched on its Trigger node (`triggerNode ? path : undefined`), which reads a TriggerContext that /run/[...run] does not provide — the page threw "Cannot read properties of undefined (reading 'triggersCount')". Give the graph a separate `linkedToolsPath` for the tools bucket so the two stay independent. - The rewritten save guard tracked only the edit path, so a plain "Save as agent" no longer noticed the step being replaced mid-request (undo, session sync): the replacement has no edit path either, so the stale completion relinked it and stripped its brain. Keep the array-identity check when there is no edit session, and use path re-anchoring only when there is one. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: keep recorded tool calls in run history, send tool_inputs from step previews Round-25 review findings: - The agent log viewer dropped any recorded tool_call whose definition it could not find among the supplied tools, so renaming or removing a tool — or losing read access to a linked agent's resource — erased calls that had actually run. Render the recorded call labelled by its function name; its args, logs and result come from the child job, not the definition. - "Test this step" sent tool_inputs only for a linked step, but a step forked for editing has no `agent` while still carrying the flow's bindings, which the runtime overlays. The preview ran resource-authored defaults instead of the bindings under test. Send them from both branches. - Polling a running flow replaces `job` every tick, so the run viewer re-read every linked agent's resource each time. Key the fetch on the set of linked steps instead. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: never discard edits made during a save, isolate the run viewer tools bucket Round-26 review findings: - The agent editor stays live while a save is in flight, so edits made after the snapshot were not in the resource yet linking stripped them from the step too, losing them outright. Compare the config against the snapshot on completion and, if it moved, leave the step alone and tell the user to save again. - The run viewer published into the editor's `${ws}:${flow path}` bucket, so opening an older run in the preview pane could flip the edited flow's tool nodes to that run's agent. Key it by job instead. - Drop the now-unreachable undefined filter in the agent log viewer. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: claim the linked-tools generation on direct publishes and clears Round-27 review findings: - The step editor wrote resolved tools (and cleared them on unlink) straight into the store, leaving the fetch generation untouched. An older in-flight load for the previous agent then still passed its own check and overwrote them, so the graph and binding editor could show agent A while the step links to B. Claim the generation before those writes. - Correct two comments that still described unmatched tool calls as dropped; they are kept and labelled by their recorded name. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: retain the loaded linked agent, rebuild run logs when tools resolve Round-28 review findings: - Rejecting a superseded resource response left the card with nothing: a late reply for a previous agent replaces `linkedResource.current` and no refetch follows, so the linked step lost its brain, tools and provider warning until remount. Retain the last response that matched the current link instead. - The agent log viewer built its module list on mount only, so a linked agent's asynchronously resolved tools never replaced the placeholders, and switching between completed runs reused the first snapshot. Rebuild on a value key — callers rebuild the agentJob object each render, so tracking its identity would reload in a loop. - Refresh a linked-tools scope's recency when it is read, not only when it is published: a run viewer opens one bucket per nested job, which could otherwise evict the bucket a still-displayed run is using. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: supersede stale log reloads and stale tools on a link change Round-29 review findings, both on the reloads added last round: - Every prop change starts another loadToolCalls, and it awaits child-job requests before writing the shared view, so a slower reload for a previous run could restore its logs and tool states over the run now selected — or replace newly resolved definitions with an earlier empty-tools snapshot. Build the states locally and let only the newest load publish, including the parent's index-keyed job cache. - While a newly linked agent resolves, the previous agent's tools stayed in the store, so its bindings were editable against a step already linked elsewhere, and a failed load left them indefinitely. Clear them once the link moves away from what this component published; tools resolved at flow load are untouched, so selecting a step still doesn't flicker. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: resolve a run's linked agents in the run's own workspace Round-30 review finding: the run viewer fetched linked agent resources with the navigation workspace, but session and fork previews render it with `workspaceId` pointing elsewhere. Those runs resolved nothing — or an unrelated resource sharing the path — losing tool nodes and log definitions. Prefer the explicit override, then the job's own workspace. The store scope stays keyed on `workspace` so it still matches what FlowGraphV2 reads; the job id in the key already makes the bucket unique. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: refetch a run viewer's linked tools if its scope is evicted Round-31 review nit: the viewer publishes one scope per mounted nested job, hidden ones included, so a loop with many loaded iterations can push a displayed scope past the store's cap. Nothing refetched it afterwards — the set of linked steps had not changed — leaving the run without tool nodes or log definitions. Track the store and republish when the bucket is gone; publishing always writes a key, so this settles instead of looping. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: retain in-use linked-tool scopes instead of refetching evicted ones Round-32 review findings. Republishing an evicted scope settles for one scope but not against the cap: with more than 32 mounted nested jobs holding linked agents, restoring one necessarily evicts another, and that mutation reran every viewer's effect — an endless round of resource requests. Hold a scope for as long as a viewer is mounted and skip retained scopes when evicting, so buckets in use are never dropped and nothing has to refetch. The cap yields to correctness when everything mounted is in use. Dropping the publish key also restores refetching when the fetch workspace changes for an otherwise unchanged job and link. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: guard non-static brain edits during save, retain every displayed scope Round-33 review findings: - The in-flight edit guard compared the saved config, which holds only static brain values. A computed system prompt, memory or temperature changed while the save was awaiting the API therefore compared equal, and linking stripped it with no warning. Compare what linking actually discards — every brain transform and the tools — leaving the flow-local inputs free to change. - Retaining run-viewer scopes made them fill the cap, and eviction then picked any unretained scope, including the editor bucket a user is looking at, with nothing to refetch it. Retain the scope each graph draws from for as long as it is mounted, so every displayed bucket is protected. - A failed agent job has no parseable action list; the loader returned early and left the previously selected step's tool tree under the new header. Clear the view instead. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: resolve only flow modules in viewer scans, prune scopes on release Round-34 review findings: - Both viewer scans used the default dfs, which descends into agent tools, and published each linked agent under its bare id. Tool ids imported from a resource are not flow-global, so a nested linked agent sharing an id with a top-level step superseded that step's fetch and showed its tools instead. Scan flow modules only — the graph resolves the store per module node. - Scopes skipped while retained were never reconsidered, so closing views left the store over its cap for the tab's life. Prune on release too. - Correct two comments that still argued the premises the retain mechanism and the read-recency policy replaced. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: don't report success when a save left the step unlinked Round-35 review nits: - persist warns that changes made during the save are not in the resource and leaves the step alone, but both callers then toasted success unconditionally, burying the only actionable message. Report whether the step was linked. - Condense the tool_inputs invariant to the four-line limit. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: seed the published link at mount, keep run history for toolless agents Round-36 review findings: - `publishedFor` started unset, but initFlowState has already published for the step's link by then. A link change landing before this component's own request therefore skipped the clear, leaving the previous agent's tools under the new link — indefinitely if the new one fails. Seed it from the link at mount. - A standalone agent that omits `tools` kept `undefined` here, and the gate downstream then hid the AI message and tool-call history behind the generic result view. Default to an empty list like the other consumers. - A save that lands after the step was replaced writes the resource but leaves the step alone; say so instead of closing the drawer with no outcome. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: qualify nested agent tool store keys, keep an empty tools identity stable Round-37 review findings: - The step editor keyed the linked-tools store by the bare module id for nested agent tools too. Those ids come from a resource and are not flow-global, so a nested linked agent sharing an id with a top-level step read that step's tools — then overwrote them once its own fetch landed. Qualify the key by the parent agent, as the edit store already does; flow modules keep the bare id the graph looks up. - The `tools` binding handed the editor a fresh [] on every read when the module omits the field — a shape this PR made valid — so the save guard's identity check never matched and such a step could never link. Read through one shared empty array instead. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: accept the first tool on an agent module that omits tools Round-38 review nit: the graph's tool insert required an existing `tools` array, so a module authored without the field — valid since `tools` became optional — swallowed the insert while still pushing history and dispatching a change. Create the array on first use. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: don't evict a scope on the write that created it, and cover the store Round-39 review findings: - A rename removed the retained old key from the order but the new one is not retained until readers re-run, so eviction deleted the fresh bucket immediately. Reorder without evicting; the next publish or release enforces the cap, by which point the new key is held. - Writing the test for that surfaced the same shape in touchScope: it evicts right after appending, so once every older scope is retained the scope just published was the only eligible victim and was dropped at once. Exclude the scope being written. Add the store's first test: retention, eviction past the cap, pruning on release, and the rename handoff — four rounds landed fixes here with nothing pinning the behaviour. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: re-resolve linked agents when a wholesale edit changes the links Round-40 review findings: - Undo/redo, YAML apply, AI apply and session restore swap a step's `agent` without re-running initFlowState, and the step editor only watches the step it is mounted on — so an unselected step kept showing, and binding against, the previous agent's tools. Re-resolve from the editor whenever the set of links changes. - Document that linked resolution is live rather than pinned: an edit landing mid-run affects steps that have not started, and a nested agent tool looks its definition up by id when its own job starts, so it can run a changed definition. Pinning would mean carrying the resolved definition into the child job instead of its id; inline agents are unaffected because their tools are snapshotted with the flow value. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: per-module empty tools identity, invalidate tools when a link is replaced Both findings are over-corrections in the two preceding commits: - The shared empty-tools array made identity stable, but stable everywhere: a wholesale edit that keeps the module id reuses the component, so when both the old and the replacement module omit tools the save guard saw no change and could link and clear the replacement. Hand out one empty array per module value, which a replacement always renews. - The editor's link watcher resolved the replacement agent without dropping the previous one's tools first, so a step selected before the fetch landed still showed agent A under link B — and the freshly mounted editor seeds itself from B, so it could not tell. Clear the entry when the link for a module changes, seeding the map from the graph so the first run doesn't refetch what initFlowState just resolved. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: reserve graph space for linked tools, re-resolve only changed links Round-41 review nits: - The layout reservation read the module's own `tools`, which is empty for a linked agent, so its display-only tool nodes were drawn over the node above in read-only viewers. Count the resolved tools for a linked step. - The editor's link watcher refetched every linked agent on each run. Resolve only modules whose link actually changed, and skip the pass entirely on a rename, where the scope sweep has already carried the buckets over. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: protect a renamed scope until it is retained, drop the phantom tool row Round-42 review nits: - Readers release the old scope before retaining the new one, so a migrated bucket is unretained in between and, over the cap with everything else held, was the only thing eviction could take. Protect a just-migrated scope until a reader retains it, and cover that release/retain order in the store test. - The layout reserved an add-tool row for linked agents, which have no add-tool node, leaving dead vertical space. Match computeAIToolNodes. - Re-resolving links no longer short-circuits on a rename: comparing each module still costs nothing when only the path changed, and a restore that renames and relinks in one tick now gets both. - Hoist the duplicated linked-tools lookup in the graph's store update. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: kill a scope's in-flight fetches before migrating it Round-43 review finding: fetch generations are keyed by (scope, module), so a resolution still running against the pre-rename scope keeps a valid generation there. It publishes into the old bucket after the rename, and the doc-scope sweep — which gives the source precedence — carries it forward over a link resolved since under the new scope, leaving the graph and binding editor on the previous agent's tool ids with nothing to refetch them. Invalidate the source scope's fetches before each migration, and pin the behaviour: the new test fails without the invalidation. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: re-resolve links a scope sweep cancelled, and only sweep a real bucket Round-44 review findings, both on the previous commit: - Invalidating the source scope killed fetches that were perfectly current — a link still loading when the rename landed — and nothing restarted them, because the watcher already records that link. Resolve again, in the destination, every link the migration left without tools. - The doc-scope sweep ran on every store version bump, so during a draft refresh the first completed fetch cancelled the others mid-flight. Skip the sweep entirely when the source scope holds nothing. - Condense a six-line invariant to the four-line limit. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: split rename from doc sweep, hide brain fields of nested linked agents Round-45 review findings: - Two reviewers disagreed about invalidating a scope whose bucket is empty, because the two callers differ. A rename is a cut-off: every fetch still running against the old scope is stale whether or not anything resolved there, so it always invalidates. The doc-scope sweep has no cut-off — those fetches belong to the refresh in progress — so it still waits until that scope holds something. - Recording the swept links as published undid the rename+relink fix: a restore that renames and swaps a link in one tick would keep the previous agent's tools with nothing to refetch them. Leave that comparison to the watcher, which compares links rather than presence. - A nested agent that is itself linked was offered the whole agent schema in the tool bindings, but the runtime overlays only its flow-local inputs, so the rest were collected and dropped. Show what actually applies. - Condense the hybrid-linking comment to the constraint. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: don't resolve a shared agent's tool defaults when loading it Round-46 review finding: the whole agent resource was interpolated before tool_inputs was overlaid, so each tool's default `$res:`/`$var:` resolved first. A host flow overriding a default that points at the author's resource still had to resolve that resource, and an unused tool whose default is unreadable in the consumer's permission context failed the agent outright — defeating the point of sharing an agent across contexts. Read the resource raw, overlay the host's overrides, and interpolate only the brain; each tool resolves its effective inputs when it executes. The nested tool lookup reads raw too, since it only needs definitions. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: interpolate the brain before overlaying caller inputs Round-47 review findings, all on the previous commit: - user_message and user_attachments were inserted before interpolation, so they went through it a second time: a user message of `$WM_TOKEN` expanded to the job token and was sent to the model provider. Interpolate the resource first, then overlay the already-resolved flow-local inputs. - The relink watcher skips tool nodes, so a linked agent nested as a tool kept the previous agent's entry through undo, YAML/AI apply or a session restore, and the step editor seeds itself from the new link and cannot tell. Emit the ancestry-qualified key for those too. - Correct the guide, which still named the interpolation path this branch replaced, and condense two invariants to the four-line limit. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: deploy $jsonvar deps, key run logs by tool identity, seed only top links Round-48 review findings: - The deploy walkers recognised `$res:` and `$var:` but not `$jsonvar:`, which the worker resolves too, so a secret referenced that way by an agent brain, a saved tool default or a host override never reached the target workspace. - The run log rebuilt only when a tool's name or the tool count changed, so a refreshed resource that altered a tool's path, code or id behind the same name kept showing the old definition. Key on the array identity instead: the store swaps it exactly when the contents differ. - Nested linked agents were seeded as already published, but initFlowState resolves only top-level links, so their tools never loaded until their editor was opened. Seed what initFlowState actually publishes. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: let the watcher's fetch survive the step editor's stale-clear Round-49 review nits: - On a relink the step editor claimed the fetch generation before clearing the previous agent's tools, which discarded the watcher's already-running fetch for the new link. The tool nodes then only appeared if the step stayed selected until the editor's own refetch landed. Clear without claiming: the watcher superseded the old fetch when the link changed, so nothing stale can return. Unlink still claims, since no watcher fetch covers it. - Condense the store's opening invariant to the four-line limit. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * docs: condense the stale-clear invariant Round-50 review nit. Also records why the branch deliberately doesn't claim a fetch generation: a reviewer asked for the opposite this round, but writing `agent` re-runs the editor's watcher, which supersedes the old fetch and starts one for the new link — claiming here would discard it. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: guard Edit/Unlink by step identity, not just the link path Round-51 review finding: forkFromResource compared only the agent path after its fetch, so a module replaced mid-request while keeping the same link passed the check — the stale continuation then wrote the fetched brain and tools into the replacement and unlinked it. Compare the step's own `tools` array too, which is one instance per module value and so identifies the step. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix: report an Edit or Unlink abandoned because the step changed Round-52 non-blocking note: forkFromResource returns undefined when the step was replaced mid-request, and both callers treated that as do-nothing, so the click looked ignored. Say what happened, as the save path already does. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Co-authored-by: hugocasa <hugo@casademont.ch> Co-authored-by: Claude Opus 4.8 (1M context) <noreply@aanthropic.com>
Windmill CLI
A simple CLI allowing interactions with windmill from the command line.

You can find more information in Windmill Docs
Installation
Install the wmill CLI tool using npm install -g windmill-cli.
Update to the latest version using wmill upgrade.
Workspaces
To get started run wmill workspace add or use the instructions from the
workspace settings.
Running Flows & Scripts
Run a script or flow using wmill flow/script run u/username/path/to/script and
pass any inputs using --data + Inputs specified as a JSON string or a file
using @ <filename> or stdin using @-.
Curl-style syntax using -d @- for stdin or -d @<filename> is also supported.
Flow Steps and Logs will be streamed during execution automatically.
Pushing Resources, Scripts & More
The CLI can push specifications to a windmill instance. See the examples/ folder for formats.
Switch to a different workspace
wmill workspace switch <workspace_name>
Sync a workspace
Pull
wmill sync pull
Push
wmill sync push
We recommend using the --yaml option to use yaml instead of json as the encoding format. Yaml will be made the default soon.
Pushing individual files
You can push individual resources using
wmill <type> push <file_name> \<remote_name\>. This does not require a special
folder layout or file name, as this is given at runtime.
Listing
All commands support listing by just not providing a subcommand, ie
wmill script will result in a list of scripts. Some allow additional options,
learn about this by specifying --help.
User Management
You can add & remove users via wmill user add/remove, and list them using
wmill user
Pulling
You can pull the entire workspace using wmill pull
Completion
The CLI comes with completions out of the box via wmill completions <shell>.
(Via cliffy)
Bash
To enable bash completions add the following line to your ~/.bashrc:
source <(wmill completions bash)
Fish
To enable fish completions add the following line to your
~/.config/fish/config.fish:
source (wmill completions fish | psub)
Zsh
To enable zsh completions add the following line to your ~/.zshrc:
source <(wmill completions zsh)
Development
AI Guidance Variants
wmill init can now materialize alternate AI guidance bundles without changing
the generated defaults in the repo, but this is exposed as internal env-var
overrides rather than public CLI flags.
Examples:
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills wmill init --use-default
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills WMILL_INIT_AI_AGENTS_SOURCE=/path/to/AGENTS.md wmill init --use-default
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills WMILL_INIT_AI_CLAUDE_SOURCE=/path/to/CLAUDE.md wmill init --use-default
This is the same guidance-writing path used by the benchmark CLI under
ai_evals/, so the benchmark harness and wmill init now generate the same
project guidance shape:
AGENTS.mdCLAUDE.md.agents/skills/*.claude/skills/*
Testing with a local windmill-yaml-validator
To test local changes to the validator before publishing, use npm link:
# In windmill-yaml-validator/
npm run build
npm link
# In cli/
npm link windmill-yaml-validator
Running Tests
Prerequisites:
- PostgreSQL running locally (default:
postgres://postgres:changeme@localhost:5432) - Rust toolchain installed
Run tests locally (full features):
bun test test/
Run tests in CI mode (minimal features, skips EE tests):
CI_MINIMAL_FEATURES=true bun test test/
| Variable | Description |
|---|---|
CI_MINIMAL_FEATURES |
Set to true to skip EE-dependent tests |
DATABASE_URL |
PostgreSQL connection string |
EE_LICENSE_KEY |
Enterprise license key for EE features |
