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openclaw/openclaw@1a98090 feat: default Anthropic to Opus 4.7 · openclaw/openclaw@628b454 fix: harden node-host shell payload mutability checks · openclaw/openclaw@75c551e fix: land node-host approval binding for native binaries (#66731) (th… · openclaw/openclaw@29919bb CI: add daily schedule to CodeQL workflow (#67645) · openclaw/openclaw@69d25f5 fix(gateway): capture config hash after plugin auto-enable to prevent… · openclaw/openclaw@8c11210 fix: repair sanitized replay tool results before send (#67620) (thank… · openclaw/openclaw@c3c7a99 fix: restrict HTML timeout short-circuit to transient statuses · openclaw/openclaw@de129a6 fix: keep TUI watchdog bound to active run (#67401) (thanks @xantorres) · openclaw/openclaw@3525273 Gateway/skills: dedupe skills prefix-match + drop dead fallback on log · openclaw/openclaw@d7f489f Extensions/lmstudio: back off inference preload after consecutive fai… · openclaw/openclaw@b555214 TUI/streaming: add watchdog that resets the activity indicator after … · openclaw/openclaw@f44ab20 Agents/tool-loop: enable unknown-tool stream guard by default · openclaw/openclaw@36ed367 Gateway/skills: invalidate session skills snapshot on config write · openclaw/openclaw@b23d59a fix: classify HTML provider error pages correctly (#67642) (thanks @s… · openclaw/openclaw@e588e90 fix(skills): remove unused model-usage import (#67641) · openclaw/openclaw@55f05df docs(changelog): credit codex fix superseded PRs · openclaw/openclaw@e485f24 fix(openai-codex): normalize stale transport metadata in resolution a… · openclaw/openclaw@90801ba CI: pin Docker-related GitHub Actions (#67632) · openclaw/openclaw@f697b01 Android: modernize WebView and discovery API usage (#67627) · openclaw/openclaw@44a6e50 fix(deps): bump hono to 4.12.14 and @hono/node-server to 1.19.14 (GHS… · openclaw/openclaw@fbccc18 fix(deps): bump dompurify to 3.4.0 (#67614) · openclaw/openclaw@2c2dc00 CI: add explicit permissions to all workflow jobs (fixes code-scannin… · openclaw/openclaw@01b7516 fix: register bundled TTS providers and route overrides correctly (#6… · openclaw/openclaw@6ea3cdd fix: align host tilde paths with OS home (#62804) (thanks @stainlu) · openclaw/openclaw@ecfaf64 fix: flush creds queue before reconnect socket open (#67464) (thanks … · openclaw/openclaw@405c63f fix: strip standalone <function> tool call tags from visible text (#6… · openclaw/openclaw@78df859 fix(agents): preserve cli session metadata before transcript persist … · openclaw/openclaw@898fd04 docs(changelog): move cli transcript entry · openclaw/openclaw@c1817c6 fix(agents): normalize cli transcript api field · openclaw/openclaw@3a3fae0 docs(changelog): note cli transcript persistence · openclaw/openclaw@6c343f1 fix(agents): persist cli transcript turns · openclaw/openclaw@b8ef507 fix(msteams): harden security-sensitive flows (#65841) · openclaw/openclaw@c56b56e [Dashboard] Fix exec approval modal overflow for long command content… · openclaw/openclaw@053c5b0 Docs: remove QA changelog entry · openclaw/openclaw@7fd5771 QA: fix private runtime source loading (#67428) · openclaw/openclaw@d5933af docs(gateway): correct protocol.md schema path, hello-ok example, aut… · openclaw/openclaw@489404d CI: pin Node 22 runners to 22.18.0 · openclaw/openclaw@4ffa621 models.authStatus: normalize provider ids + tighten env-backed escape… · openclaw/openclaw@f2fdb9d Update CHANGELOG.md · openclaw/openclaw@7694a92 test(parallels): clean up npm update guard jobs · openclaw/openclaw@045ea7b Plugins: prefer scanDir override paths · openclaw/openclaw@b2974da fix(dreaming): default storage.mode to "separate" so phase blocks sto… · openclaw/openclaw@8c392f0 fix(memory-core): skip dreaming transcript ingestion via session stor… · openclaw/openclaw@a1b01f0 fix: dedupe replayed exec.finished node events (#67281) · openclaw/openclaw@5dcf526
docs(plugins): trim skill-workshop headings and collapse example vari… · openclaw/openclaw@fda09c4
vincentkoc · 2026-04-23 · via Recent Commits to openclaw:main

@@ -1,5 +1,5 @@

11

---

2-

title: "Skill Workshop Plugin"

2+

title: "Skill Workshop plugin"

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summary: "Experimental capture of reusable procedures as workspace skills with review, approval, quarantine, and hot skill refresh"

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read_when:

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- You want agents to turn corrections or reusable procedures into workspace skills

@@ -8,7 +8,7 @@ read_when:

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- You are deciding whether to enable automatic skill creation

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---

101011-

# Skill Workshop Plugin

11+

# Skill Workshop plugin

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Skill Workshop is **experimental**. It is disabled by default, its capture

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heuristics and reviewer prompts may change between releases, and automatic

@@ -46,7 +46,7 @@ It is not intended for:

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- secrets, credentials, or hidden prompt text

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- one-off instructions that will not repeat

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## Default State

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## Default state

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The bundled plugin is **experimental** and **disabled by default** unless it is

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explicitly enabled in `plugins.entries.skill-workshop`.

@@ -165,18 +165,18 @@ Recommended profiles:

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}

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```

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## Capture Paths

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## Capture paths

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Skill Workshop has three capture paths.

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### Tool Suggestions

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### Tool suggestions

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The model can call `skill_workshop` directly when it sees a reusable procedure

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or when the user asks it to save/update a skill.

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This is the most explicit path and works even with `autoCapture: false`.

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### Heuristic Capture

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### Heuristic capture

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When `autoCapture` is enabled and `reviewMode` is `heuristic` or `hybrid`, the

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plugin scans successful turns for explicit user correction phrases:

@@ -201,7 +201,7 @@ uses topic hints to choose skill names for common workflows:

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Heuristic capture is intentionally narrow. It is for clear corrections and

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repeatable process notes, not for general transcript summarization.

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### LLM Reviewer

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### LLM reviewer

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When `autoCapture` is enabled and `reviewMode` is `llm` or `hybrid`, the plugin

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runs a compact embedded reviewer after thresholds are reached.

@@ -219,13 +219,9 @@ The reviewer has no tools:

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- `toolsAllow: []`

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- `disableMessageTool: true`

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It can return:

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The reviewer returns either `{ "action": "none" }` or one proposal. The `action` field is `create`, `append`, or `replace` — prefer `append`/`replace` when a relevant skill already exists; use `create` only when no existing skill fits.

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```json

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{ "action": "none" }

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```

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or one skill proposal:

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Example `create`:

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```json

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{

@@ -238,37 +234,9 @@ or one skill proposal:

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}

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```

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It can also append to an existing skill:

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```json

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{

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"action": "append",

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"skillName": "qa-scenario-workflow",

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"title": "QA Scenario Workflow",

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"reason": "Animated media QA needs reusable checks",

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"description": "QA scenario workflow.",

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"section": "Workflow",

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"body": "- For animated GIF tasks, verify frame count and attribution before passing."

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}

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```

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`append` adds `section` + `body`. `replace` swaps `oldText` for `newText` in the named skill.

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Or replace exact text in an existing skill:

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```json

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{

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"action": "replace",

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"skillName": "screenshot-asset-workflow",

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"title": "Screenshot Asset Workflow",

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"reason": "Old validation missed image optimization",

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"oldText": "- Replace the screenshot asset.",

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"newText": "- Replace the screenshot asset, preserve dimensions, optimize the PNG, and run the relevant validation gate."

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}

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```

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Prefer `append` or `replace` when a relevant skill already exists. Use `create`

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only when no existing skill fits.

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## Proposal Lifecycle

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## Proposal lifecycle

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Every generated update becomes a proposal with:

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@@ -304,7 +272,7 @@ Pending and quarantined proposals are deduplicated by skill name and change

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payload. The store keeps the newest pending/quarantined proposals up to

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`maxPending`.

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## Tool Reference

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## Tool reference

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The plugin registers one agent tool:

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@@ -377,7 +345,7 @@ Fetch a proposal by id.

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### `suggest`

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Create a proposal. With `approvalPolicy: "pending"`, this queues by default.

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Create a proposal. With `approvalPolicy: "pending"` (default), this queues instead of writing.

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```json

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{

@@ -390,7 +358,8 @@ Create a proposal. With `approvalPolicy: "pending"`, this queues by default.

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}

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```

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Force a safe write:

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<AccordionGroup>

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<Accordion title="Force a safe write (apply: true)">

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```json

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{

@@ -402,7 +371,9 @@ Force a safe write:

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}

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```

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Force pending even in `approvalPolicy: "auto"`:

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</Accordion>

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<Accordion title="Force pending under auto policy (apply: false)">

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```json

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{

@@ -414,7 +385,9 @@ Force pending even in `approvalPolicy: "auto"`:

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}

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```

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Append to a section:

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</Accordion>

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<Accordion title="Append to a named section">

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```json

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{

@@ -426,7 +399,9 @@ Append to a section:

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}

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```

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Replace exact text:

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</Accordion>

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<Accordion title="Replace exact text">

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```json

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{

@@ -437,6 +412,9 @@ Replace exact text:

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}

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```

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</Accordion>

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</AccordionGroup>

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### `apply`

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Apply a pending proposal.

@@ -490,7 +468,7 @@ Example:

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Support files are workspace-scoped, path-checked, byte-limited by

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`maxSkillBytes`, scanned, and written atomically.

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## Skill Writes

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## Skill writes

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Skill Workshop writes only under:

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@@ -525,7 +503,7 @@ For `replace`:

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All writes are atomic and refresh the in-memory skills snapshot immediately, so

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the new or updated skill can become visible without a Gateway restart.

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## Safety Model

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## Safety model

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Skill Workshop has a safety scanner on generated `SKILL.md` content and support

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files.

@@ -557,7 +535,7 @@ Quarantined proposals:

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To recover from a quarantined proposal, create a new safe proposal with the

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unsafe content removed. Do not edit the store JSON by hand.

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## Prompt Guidance

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## Prompt guidance

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When enabled, Skill Workshop injects a short prompt section that tells the agent

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to use `skill_workshop` for durable procedural memory.

@@ -578,7 +556,7 @@ The write mode text changes with `approvalPolicy`:

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- pending mode: queue suggestions; apply only after explicit approval

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- auto mode: apply safe workspace-skill updates when clearly reusable

580558581-

## Costs and Runtime Behavior

559+

## Costs and runtime behavior

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Heuristic capture does not call a model.

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@@ -599,7 +577,7 @@ The reviewer:

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If the reviewer fails, times out, or returns invalid JSON, the plugin logs a

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warning/debug message and skips that review pass.

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## Operating Patterns

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## Operating patterns

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Use Skill Workshop when the user says:

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@@ -683,7 +661,7 @@ Relevant logs:

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- `skill-workshop: reviewer skipped: ...`

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- `skill-workshop: reviewer found no update`

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## QA Scenarios

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## QA scenarios

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Repo-backed QA scenarios:

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@@ -711,7 +689,7 @@ pnpm openclaw qa suite \

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The reviewer scenario is intentionally separate because it enables

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`reviewMode: "llm"` and exercises the embedded reviewer pass.

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## When Not To Enable Auto Apply

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## When not to enable auto apply

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Avoid `approvalPolicy: "auto"` when:

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@@ -724,7 +702,7 @@ Avoid `approvalPolicy: "auto"` when:

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Use pending mode first. Switch to auto mode only after reviewing the kind of

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skills the agent proposes in that workspace.

726704727-

## Related Docs

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## Related docs

728706729707

- [Skills](/tools/skills)

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- [Plugins](/tools/plugin)