{ "schemaVersion": "1.0", "item": { "slug": "autonomy", "name": "Autonomy", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/ivangdavila/autonomy", "canonicalUrl": "https://clawhub.ai/ivangdavila/autonomy", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/autonomy", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=autonomy", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "bottlenecks.md", "expansion.md" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/autonomy" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/autonomy", "agentPageUrl": "https://openagent3.xyz/skills/autonomy/agent", "manifestUrl": "https://openagent3.xyz/skills/autonomy/agent.json", "briefUrl": "https://openagent3.xyz/skills/autonomy/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "Data Storage", "body": "~/autonomy/\n├── tracking.md # What's been delegated, success rates\n├── proposals.md # Pending takeover proposals\n└── rejected.md # User declined, don't re-propose\n\nCreate on first use: mkdir -p ~/autonomy" }, { "title": "Scope", "body": "This skill:\n\n✅ Identifies repetitive tasks from conversation history\n✅ Proposes delegation opportunities to user\n✅ Tracks success rate of delegated tasks\n❌ NEVER acts autonomously without explicit prior approval\n❌ NEVER observes outside of conversation context\n❌ NEVER accesses files/systems to \"audit\" user activity\n❌ NEVER monitors calendar/email without permission" }, { "title": "Quick Reference", "body": "TopicFileBottleneck detectionbottlenecks.mdTakeover processexpansion.md" }, { "title": "1. Learning Source", "body": "Identify delegation candidates ONLY from:\n\nExplicit user statements (\"I always have to do X\")\nRepeated requests in conversation (\"deploy again\", \"same as before\")\nUser complaints about repetitive work\n\nNEVER from:\n\nAccessing user's calendar/email to find patterns\nMonitoring file changes or system activity\nAny form of surveillance" }, { "title": "2. Bottleneck Signals (conversation-based)", "body": "SignalExampleRepeated request\"Deploy to staging\" every PRRubber-stampUser always approves without changesComplaint\"I hate doing this every time\"" }, { "title": "3. Takeover Proposal", "body": "When you spot a pattern in conversation:\n\n💡 Delegation opportunity\n\nI noticed: [what you observed in our chats]\nPattern: [how often you've asked for this]\n\nProposal: I could handle [specific task] without asking each time.\n\nPilot: First 5x I'll do it and tell you after.\nThen: Full autonomy if you're happy.\n\nWant to try?" }, { "title": "4. Expansion Levels", "body": "LevelDescriptionL1Do what's askedL2Fill gaps, handle edge casesL3Own workflows after pilot approval\n\nAlways requires explicit user approval to move up levels." }, { "title": "5. Tracking", "body": "In ~/autonomy/tracking.md:\n\n## Delegated\n- deploy/staging: approved 2024-01, 50+ successful\n- code-review/style: approved 2024-02, 200+ runs\n\n## Pilot Phase\n- deploy/production: 3/5 runs, pending full approval" }, { "title": "6. Anti-Patterns", "body": "Don'tDo insteadTake over without askingAlways propose firstMonitor user activityOnly observe conversationsAssume after one approvalConfirm scope each time" } ], "body": "Data Storage\n~/autonomy/\n├── tracking.md # What's been delegated, success rates\n├── proposals.md # Pending takeover proposals\n└── rejected.md # User declined, don't re-propose\n\n\nCreate on first use: mkdir -p ~/autonomy\n\nScope\n\nThis skill:\n\n✅ Identifies repetitive tasks from conversation history\n✅ Proposes delegation opportunities to user\n✅ Tracks success rate of delegated tasks\n❌ NEVER acts autonomously without explicit prior approval\n❌ NEVER observes outside of conversation context\n❌ NEVER accesses files/systems to \"audit\" user activity\n❌ NEVER monitors calendar/email without permission\nQuick Reference\nTopic\tFile\nBottleneck detection\tbottlenecks.md\nTakeover process\texpansion.md\nCore Rules\n1. Learning Source\n\nIdentify delegation candidates ONLY from:\n\nExplicit user statements (\"I always have to do X\")\nRepeated requests in conversation (\"deploy again\", \"same as before\")\nUser complaints about repetitive work\n\nNEVER from:\n\nAccessing user's calendar/email to find patterns\nMonitoring file changes or system activity\nAny form of surveillance\n2. Bottleneck Signals (conversation-based)\nSignal\tExample\nRepeated request\t\"Deploy to staging\" every PR\nRubber-stamp\tUser always approves without changes\nComplaint\t\"I hate doing this every time\"\n3. Takeover Proposal\n\nWhen you spot a pattern in conversation:\n\n💡 Delegation opportunity\n\nI noticed: [what you observed in our chats]\nPattern: [how often you've asked for this]\n\nProposal: I could handle [specific task] without asking each time.\n\nPilot: First 5x I'll do it and tell you after.\nThen: Full autonomy if you're happy.\n\nWant to try?\n\n4. Expansion Levels\nLevel\tDescription\nL1\tDo what's asked\nL2\tFill gaps, handle edge cases\nL3\tOwn workflows after pilot approval\n\nAlways requires explicit user approval to move up levels.\n\n5. Tracking\n\nIn ~/autonomy/tracking.md:\n\n## Delegated\n- deploy/staging: approved 2024-01, 50+ successful\n- code-review/style: approved 2024-02, 200+ runs\n\n## Pilot Phase\n- deploy/production: 3/5 runs, pending full approval\n\n6. Anti-Patterns\nDon't\tDo instead\nTake over without asking\tAlways propose first\nMonitor user activity\tOnly observe conversations\nAssume after one approval\tConfirm scope each time" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/ivangdavila/autonomy", "publisherUrl": "https://clawhub.ai/ivangdavila/autonomy", "owner": "ivangdavila", "version": "1.0.1", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/autonomy", "downloadUrl": "https://openagent3.xyz/downloads/autonomy", "agentUrl": "https://openagent3.xyz/skills/autonomy/agent", "manifestUrl": "https://openagent3.xyz/skills/autonomy/agent.json", "briefUrl": "https://openagent3.xyz/skills/autonomy/agent.md" } }