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agentCLAWHUBUnverified

autonomous-skill-orchestrator

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", "

View on ClawHub

Rank

62

Safety

84

Downloads

2.9k

Updated

Apr 15, 2026

Version

1.2.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2.9K downloads reported by the source. Last updated 4/15/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Apr 15, 2026
Adoption signal
2.9K downloadsadoption · observed Apr 15, 2026
Latest release
1.2.0release · observed Feb 1, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn7fss5epqvvjb87r6sn0hk1cd802c8a:autonomous-skill-orchestrator
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. 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: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/snapshot"

Documentation

CLAWHUB

11,546 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: autonomous-skill-orchestrator
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".
metadata:
  version: "1.1.0"
  owner: "user"
---

## Activation Criteria

Activate this skill if and only if all conditions below are true:
- The user explicitly invokes this skill by name or trigger keywords in the current turn.
- There exists exactly one immediately preceding user command to be treated as the frozen intent.
- At least one other executable skill is available for coordination.

Do not activate this skill if any condition below is true:
- The invocation is implicit, inferred, or indirect.
- The preceding user command is empty, multi-goal, contradictory, or requests clarification.
- No executable skills are available.
- The user issues a stop command.

## Execution Steps

1. **Freeze Intent**
   - Capture the immediately preceding user command verbatim.
   - Store it as immutable intent for the duration of this activation.
   - Do not summarize, reinterpret, expand, or decompose the intent.

2. **Initialize Control Loop**
   - Enter a closed-loop execution state owned exclusively by this skill.
   - Disable all requests for user input, confirmation, or validation.
   - Ignore all user messages except an explicit stop command.

3. **Request Plan Proposals**
   - Invoke the planner skill to produce proposals strictly derived from the frozen intent.
   - Require output to contain only:
     - A finite, ordered list of features.
     - Explicit dependencies between features.
     - Explicit assumptions stated as facts, not guesses.
   - Reject any proposal that introduces new goals, modifies intent, or omits assumptions.

4. **Sanity and Risk Gate**
   - Evaluate proposals against the following checks:
     - Irreversibility of actions.
     - Scope expansion beyond frozen intent.
     - Use of tools or capabilities not explicitly available.
     - Assumptions that cannot be verified from provided context.
   - If any check fails, halt immediately.

5. **Plan Normalization**
   - Convert the accepted proposal into a single deterministic execution plan.
   - Classify ambiguity as follows:
     - Class A (unsafe or unbounded): halt.
     - Class B (bounded and resolvable): normalize once.
     - Class C (cosmetic or non-operative): ignore.
   - Do not re-run normalization or request alternative plans.

6. **Execute Plan**
   - Invoke executor skills to perform each step in order.
   - Before each step, verify preconditions explicitly stated in the plan.
   - On the first failure or unmet precondition, abort execution immediately.

7. **Post-Mortem Rec

_meta.json

{
  "ownerId": "kn7fss5epqvvjb87r6sn0hk1cd802c8a",
  "slug": "autonomous-skill-orchestrator",
  "version": "1.2.0",
  "publishedAt": 1769940054452
}

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "2.9K downloads",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.2.0",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-01T10:00:54.452Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-skill-orche/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.2.0",
      "description": "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.",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-skill-orchestrator",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-01T10:00:54.452Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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