{"id":"86a34ac4-2600-4caf-8d36-7110128aff88","entityType":"agent","slug":"clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche","name":"autonomous-skill-orchestrator","canonicalUrl":"https://www.xpersona.co/agent/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche","canonicalPath":"/agent/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche","generatedAt":"2026-10-10T03:23:50.408Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\", \"activate autonomous-skill-orchestrator\", \"start autonomous orchestration\". Skill: autonomous-skill-orchestrator Owner: kn7fss5epqvvjb87r6sn0hk1cd802c8a Summary: Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\", \"activate autonomous-skill-orchestrator\", \"","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 2.9K downloads reported by the source. Last updated 4/15/2026.","installCommand":"clawhub skill install kn7fss5epqvvjb87r6sn0hk1cd802c8a:autonomous-skill-orchestrator","sourceUrl":"https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator","homepage":"https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":63,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates thi"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"stars":null,"forks":null,"downloads":2859,"packageName":null,"latestVersion":"1.2.0","tractionLabel":"2.9K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-02-28T18:12:01.135Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:45:39.800Z","lastCrawledAt":"2026-02-28T18:12:01.135Z","lastIndexedAt":null,"nextCrawlAt":"2026-03-01T18:12:01.135Z","lastVerifiedAt":null,"highlights":[{"version":"1.2.0","createdAt":"2026-02-01T10:00:54.452Z","changelog":"Major vs Minor Task Classification – All tasks are now explicitly labeled; Major tasks cannot be delegated, Minor tasks may be delegated under strict reporting rules. Delegation Boundary Enforcement – Added a layer that forbids opaque or unobservable delegation; loss of visibility triggers immediate halt. Planner Output Contract Expansion – Planner must declare task classification and delegation intent; mislabeling or undeclared delegation halts execution. Execution Semantics Update – Major tasks run synchronously in primary control flow; Minor tasks block until completion; background or hidden execution disallowed. Risk Gate & Ambiguity Strengthening – Opacity, misclassification, and delegation ambiguity are treated as first-class halt conditions to enforce observability and prevent autonomy abuse.","fileCount":2,"zipByteSize":2245},{"version":"1.0.0","createdAt":"2026-02-01T09:06:02.103Z","changelog":"Initial public release of autonomous-skill-orchestrator. - Coordinates planning and execution across available skills with strict guardrails. - Only activates via explicit user commands or keywords; does not permit indirect or inferred activation. - Freezes user intent and disallows reinterpretation or decomposition. - Executes a deterministic control loop with no user interaction except for a stop command. - Halts immediately on ambiguity, risk, or failure of preconditions; records minimal post-mortem data. - Produces a single dot (`.`) when stopped, with no other output on deactivation.","fileCount":2,"zipByteSize":2245}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install kn7fss5epqvvjb87r6sn0hk1cd802c8a:autonomous-skill-orchestrator","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-10T03:23:50.408Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"readme":"Skill: autonomous-skill-orchestrator\n\nOwner: kn7fss5epqvvjb87r6sn0hk1cd802c8a\n\nSummary: Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\", \"activate autonomous-skill-orchestrator\", \"start autonomous orchestration\".\n\nTags: latest:1.2.0\n\nVersion history:\n\nv1.2.0 | 2026-02-01T10:00:54.452Z | user\n\nMajor vs Minor Task Classification – All tasks are now explicitly labeled; Major tasks cannot be delegated, Minor tasks may be delegated under strict reporting rules.\n\nDelegation Boundary Enforcement – Added a layer that forbids opaque or unobservable delegation; loss of visibility triggers immediate halt.\n\nPlanner Output Contract Expansion – Planner must declare task classification and delegation intent; mislabeling or undeclared delegation halts execution.\n\nExecution Semantics Update – Major tasks run synchronously in primary control flow; Minor tasks block until completion; background or hidden execution disallowed.\n\nRisk Gate & Ambiguity Strengthening – Opacity, misclassification, and delegation ambiguity are treated as first-class halt conditions to enforce observability and prevent autonomy abuse.\n\nv1.0.0 | 2026-02-01T09:06:02.103Z | auto\n\nInitial public release of autonomous-skill-orchestrator.\n\n- Coordinates planning and execution across available skills with strict guardrails.\n- Only activates via explicit user commands or keywords; does not permit indirect or inferred activation.\n- Freezes user intent and disallows reinterpretation or decomposition.\n- Executes a deterministic control loop with no user interaction except for a stop command.\n- Halts immediately on ambiguity, risk, or failure of preconditions; records minimal post-mortem data.\n- Produces a single dot (`.`) when stopped, with no other output on deactivation.\n\nArchive index:\n\nArchive v1.2.0: 2 files, 2245 bytes\n\nFiles: SKILL.md (4493b), _meta.json (148b)\n\nFile v1.2.0:SKILL.md\n\n---\r\nname: autonomous-skill-orchestrator\r\ndescription: >\r\n  Deterministically coordinates autonomous planning and execution across available skills under\r\n  strict guardrails. Use only when the user explicitly activates this skill by name to run\r\n  autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\",\r\n  \"activate autonomous-skill-orchestrator\", \"start autonomous orchestration\".\r\nmetadata:\r\n  version: \"1.1.0\"\r\n  owner: \"user\"\r\n---\r\n\r\n## Activation Criteria\r\n\r\nActivate this skill if and only if all conditions below are true:\r\n- The user explicitly invokes this skill by name or trigger keywords in the current turn.\r\n- There exists exactly one immediately preceding user command to be treated as the frozen intent.\r\n- At least one other executable skill is available for coordination.\r\n\r\nDo not activate this skill if any condition below is true:\r\n- The invocation is implicit, inferred, or indirect.\r\n- The preceding user command is empty, multi-goal, contradictory, or requests clarification.\r\n- No executable skills are available.\r\n- The user issues a stop command.\r\n\r\n## Execution Steps\r\n\r\n1. **Freeze Intent**\r\n   - Capture the immediately preceding user command verbatim.\r\n   - Store it as immutable intent for the duration of this activation.\r\n   - Do not summarize, reinterpret, expand, or decompose the intent.\r\n\r\n2. **Initialize Control Loop**\r\n   - Enter a closed-loop execution state owned exclusively by this skill.\r\n   - Disable all requests for user input, confirmation, or validation.\r\n   - Ignore all user messages except an explicit stop command.\r\n\r\n3. **Request Plan Proposals**\r\n   - Invoke the planner skill to produce proposals strictly derived from the frozen intent.\r\n   - Require output to contain only:\r\n     - A finite, ordered list of features.\r\n     - Explicit dependencies between features.\r\n     - Explicit assumptions stated as facts, not guesses.\r\n   - Reject any proposal that introduces new goals, modifies intent, or omits assumptions.\r\n\r\n4. **Sanity and Risk Gate**\r\n   - Evaluate proposals against the following checks:\r\n     - Irreversibility of actions.\r\n     - Scope expansion beyond frozen intent.\r\n     - Use of tools or capabilities not explicitly available.\r\n     - Assumptions that cannot be verified from provided context.\r\n   - If any check fails, halt immediately.\r\n\r\n5. **Plan Normalization**\r\n   - Convert the accepted proposal into a single deterministic execution plan.\r\n   - Classify ambiguity as follows:\r\n     - Class A (unsafe or unbounded): halt.\r\n     - Class B (bounded and resolvable): normalize once.\r\n     - Class C (cosmetic or non-operative): ignore.\r\n   - Do not re-run normalization or request alternative plans.\r\n\r\n6. **Execute Plan**\r\n   - Invoke executor skills to perform each step in order.\r\n   - Before each step, verify preconditions explicitly stated in the plan.\r\n   - On the first failure or unmet precondition, abort execution immediately.\r\n\r\n7. **Post-Mortem Recording**\r\n   - Record only:\r\n     - Which step halted execution.\r\n     - Which rule or check caused the halt.\r\n   - Apply decay so records not repeated are removed over time.\r\n   - Do not store goals, plans, preferences, or user behavior patterns.\r\n\r\n8. **Loop Continuation**\r\n   - If execution completes successfully, return to Step 3 using the same frozen intent.\r\n   - Do not generate new intents or objectives.\r\n\r\n9. **Stop Condition**\r\n   - When the user issues an explicit stop command:\r\n     - Terminate the control loop immediately.\r\n     - Output exactly one dot (`.`) and no other content.\r\n\r\n## Ambiguity Handling\r\n\r\n- Missing required information is treated as Class A ambiguity and causes an immediate halt.\r\n- Conflicting information is treated as Class A ambiguity and causes an immediate halt.\r\n- Ambiguity resolution is permitted exactly once per cycle and only for Class B cases.\r\n- No inference, guessing, or user querying is permitted.\r\n\r\n## Constraints & Non-Goals\r\n\r\n- Must not create, modify, or delete skills.\r\n- Must not alter the frozen intent.\r\n- Must not ask the user questions during operation.\r\n- Must not self-validate plans or actions.\r\n- Must not continue operation after any halt condition.\r\n- Must not persist state beyond post-mortem records.\r\n\r\n## Failure Behavior\r\n\r\nIf execution cannot be completed safely or correctly:\r\n- Halt immediately without retry.\r\n- Produce no output.\r\n- Await either deactivation or a new explicit activation in a future turn.\n\nFile v1.2.0:_meta.json\n\n{\n  \"ownerId\": \"kn7fss5epqvvjb87r6sn0hk1cd802c8a\",\n  \"slug\": \"autonomous-skill-orchestrator\",\n  \"version\": \"1.2.0\",\n  \"publishedAt\": 1769940054452\n}\n\nArchive v1.0.0: 2 files, 2245 bytes\n\nFiles: SKILL.md (4493b), _meta.json (148b)\n\nFile v1.0.0:SKILL.md\n\n---\r\nname: autonomous-skill-orchestrator\r\ndescription: >\r\n  Deterministically coordinates autonomous planning and execution across available skills under\r\n  strict guardrails. Use only when the user explicitly activates this skill by name to run\r\n  autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\",\r\n  \"activate autonomous-skill-orchestrator\", \"start autonomous orchestration\".\r\nmetadata:\r\n  version: \"1.1.0\"\r\n  owner: \"user\"\r\n---\r\n\r\n## Activation Criteria\r\n\r\nActivate this skill if and only if all conditions below are true:\r\n- The user explicitly invokes this skill by name or trigger keywords in the current turn.\r\n- There exists exactly one immediately preceding user command to be treated as the frozen intent.\r\n- At least one other executable skill is available for coordination.\r\n\r\nDo not activate this skill if any condition below is true:\r\n- The invocation is implicit, inferred, or indirect.\r\n- The preceding user command is empty, multi-goal, contradictory, or requests clarification.\r\n- No executable skills are available.\r\n- The user issues a stop command.\r\n\r\n## Execution Steps\r\n\r\n1. **Freeze Intent**\r\n   - Capture the immediately preceding user command verbatim.\r\n   - Store it as immutable intent for the duration of this activation.\r\n   - Do not summarize, reinterpret, expand, or decompose the intent.\r\n\r\n2. **Initialize Control Loop**\r\n   - Enter a closed-loop execution state owned exclusively by this skill.\r\n   - Disable all requests for user input, confirmation, or validation.\r\n   - Ignore all user messages except an explicit stop command.\r\n\r\n3. **Request Plan Proposals**\r\n   - Invoke the planner skill to produce proposals strictly derived from the frozen intent.\r\n   - Require output to contain only:\r\n     - A finite, ordered list of features.\r\n     - Explicit dependencies between features.\r\n     - Explicit assumptions stated as facts, not guesses.\r\n   - Reject any proposal that introduces new goals, modifies intent, or omits assumptions.\r\n\r\n4. **Sanity and Risk Gate**\r\n   - Evaluate proposals against the following checks:\r\n     - Irreversibility of actions.\r\n     - Scope expansion beyond frozen intent.\r\n     - Use of tools or capabilities not explicitly available.\r\n     - Assumptions that cannot be verified from provided context.\r\n   - If any check fails, halt immediately.\r\n\r\n5. **Plan Normalization**\r\n   - Convert the accepted proposal into a single deterministic execution plan.\r\n   - Classify ambiguity as follows:\r\n     - Class A (unsafe or unbounded): halt.\r\n     - Class B (bounded and resolvable): normalize once.\r\n     - Class C (cosmetic or non-operative): ignore.\r\n   - Do not re-run normalization or request alternative plans.\r\n\r\n6. **Execute Plan**\r\n   - Invoke executor skills to perform each step in order.\r\n   - Before each step, verify preconditions explicitly stated in the plan.\r\n   - On the first failure or unmet precondition, abort execution immediately.\r\n\r\n7. **Post-Mortem Recording**\r\n   - Record only:\r\n     - Which step halted execution.\r\n     - Which rule or check caused the halt.\r\n   - Apply decay so records not repeated are removed over time.\r\n   - Do not store goals, plans, preferences, or user behavior patterns.\r\n\r\n8. **Loop Continuation**\r\n   - If execution completes successfully, return to Step 3 using the same frozen intent.\r\n   - Do not generate new intents or objectives.\r\n\r\n9. **Stop Condition**\r\n   - When the user issues an explicit stop command:\r\n     - Terminate the control loop immediately.\r\n     - Output exactly one dot (`.`) and no other content.\r\n\r\n## Ambiguity Handling\r\n\r\n- Missing required information is treated as Class A ambiguity and causes an immediate halt.\r\n- Conflicting information is treated as Class A ambiguity and causes an immediate halt.\r\n- Ambiguity resolution is permitted exactly once per cycle and only for Class B cases.\r\n- No inference, guessing, or user querying is permitted.\r\n\r\n## Constraints & Non-Goals\r\n\r\n- Must not create, modify, or delete skills.\r\n- Must not alter the frozen intent.\r\n- Must not ask the user questions during operation.\r\n- Must not self-validate plans or actions.\r\n- Must not continue operation after any halt condition.\r\n- Must not persist state beyond post-mortem records.\r\n\r\n## Failure Behavior\r\n\r\nIf execution cannot be completed safely or correctly:\r\n- Halt immediately without retry.\r\n- Produce no output.\r\n- Await either deactivation or a new explicit activation in a future turn.\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7fss5epqvvjb87r6sn0hk1cd802c8a\",\n  \"slug\": \"autonomous-skill-orchestrator\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1769936762103\n}","readmeExcerpt":"Skill: autonomous-skill-orchestrator Owner: kn7fss5epqvvjb87r6sn0hk1cd802c8a Summary: Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\", \"activate autonomous-skill-orchestrator\", \"","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\r\nname: autonomous-skill-orchestrator\r\ndescription: >\r\n  Deterministically coordinates autonomous planning and execution across available skills under\r\n  strict guardrails. Use only when the user explicitly activates this skill by name to run\r\n  autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\",\r\n  \"activate autonomous-skill-orchestrator\", \"start autonomous orchestration\".\r\nmetadata:\r\n  version: \"1.1.0\"\r\n  owner: \"user\"\r\n---\r\n\r\n## Activation Criteria\r\n\r\nActivate this skill if and only if all conditions below are true:\r\n- The user explicitly invokes this skill by name or trigger keywords in the current turn.\r\n- There exists exactly one immediately preceding user command to be treated as the frozen intent.\r\n- At least one other executable skill is available for coordination.\r\n\r\nDo not activate this skill if any condition below is true:\r\n- The invocation is implicit, inferred, or indirect.\r\n- The preceding user command is empty, multi-goal, contradictory, or requests clarification.\r\n- No executable skills are available.\r\n- The user issues a stop command.\r\n\r\n## Execution Steps\r\n\r\n1. **Freeze Intent**\r\n   - Capture the immediately preceding user command verbatim.\r\n   - Store it as immutable intent for the duration of this activation.\r\n   - Do not summarize, reinterpret, expand, or decompose the intent.\r\n\r\n2. **Initialize Control Loop**\r\n   - Enter a closed-loop execution state owned exclusively by this skill.\r\n   - Disable all requests for user input, confirmation, or validation.\r\n   - Ignore all user messages except an explicit stop command.\r\n\r\n3. **Request Plan Proposals**\r\n   - Invoke the planner skill to produce proposals strictly derived from the frozen intent.\r\n   - Require output to contain only:\r\n     - A finite, ordered list of features.\r\n     - Explicit dependencies between features.\r\n     - Explicit assumptions stated as facts, not guesses.\r\n   - Reject any proposal that introduces new goals, modifies intent, or omits assumptions.\r\n\r\n4. **Sanity and Risk Gate**\r\n   - Evaluate proposals against the following checks:\r\n     - Irreversibility of actions.\r\n     - Scope expansion beyond frozen intent.\r\n     - Use of tools or capabilities not explicitly available.\r\n     - Assumptions that cannot be verified from provided context.\r\n   - If any check fails, halt immediately.\r\n\r\n5. **Plan Normalization**\r\n   - Convert the accepted proposal into a single deterministic execution plan.\r\n   - Classify ambiguity as follows:\r\n     - Class A (unsafe or unbounded): halt.\r\n     - Class B (bounded and resolvable): normalize once.\r\n     - Class C (cosmetic or non-operative): ignore.\r\n   - Do not re-run normalization or request alternative plans.\r\n\r\n6. **Execute Plan**\r\n   - Invoke executor skills to perform each step in order.\r\n   - Before each step, verify preconditions explicitly stated in the plan.\r\n   - On the first failure or unmet precondition, abort execution immediately.\r\n\r\n7. **Post-Mortem Rec"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7fss5epqvvjb87r6sn0hk1cd802c8a\",\n  \"slug\": \"autonomous-skill-orchestrator\",\n  \"version\": \"1.2.0\",\n  \"publishedAt\": 1769940054452\n}"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\", \"activate autonomous-skill-orchestrator\", \"start autonomous orchestration\". Skill: autonomous-skill-orchestrator Owner: kn7fss5epqvvjb87r6sn0hk1cd802c8a Summary: Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: \"use autonomous-skill-orchestrator\", \"activate autonomous-skill-orchestrator\", \"","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":978,"uniquenessScore":50,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-10T03:23:50.408Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[]}}}