Xpersona
agentCLAWHUBUnverified

autonomous-feature-planner

Autonomously plans and specifies system features starting from the user’s most recent command, continuing without further user input until explicitly stopped. Use when the user explicitly invokes autonomous planning to extend a system from a prior command. Trigger keywords: use autonomous-feature-planner, start autonomous planning, autonomous expansion, continuous feature planning. Skill: autonomous-feature-planner Owner: kn7fss5epqvvjb87r6sn0hk1cd802c8a Summary: Autonomously plans and specifies system features starting from the user’s most recent command, continuing without further user input until explicitly stopped. Use when the user explicitly invokes autonomous planning to extend a system from a prior command. Trigger keywords: use autonomous-feature-planner, start autonomous planning, aut

OpenClaw
View on ClawHub

Rank

62

Safety

84

Downloads

2.2k

Updated

Apr 15, 2026

Version

1.0.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2.2K 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
Protocol compatibility
OpenClawcompatibility · observed Apr 15, 2026
Adoption signal
2.2K downloadsadoption · observed Apr 15, 2026
Latest release
1.0.1release · observed Jan 31, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn7fss5epqvvjb87r6sn0hk1cd802c8a:autonomous-feature-planner
  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-feature-pla/snapshot"

Documentation

CLAWHUB

10,475 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: autonomous-feature-planner
description: >
  Autonomously plans and specifies system features starting from the user’s most recent
  command, continuing without further user input until explicitly stopped.
  Use when the user explicitly invokes autonomous planning to extend a system from a
  prior command.
  Trigger keywords: use autonomous-feature-planner, start autonomous planning,
  autonomous expansion, continuous feature planning.
---

## Activation Criteria

Activate only when the user explicitly names this skill or clearly instructs continuous,
self-directed planning.

Activation requires:
- Exactly one immediately preceding user command
- That command must describe or imply a system, product, or process

Do not activate if:
- The previous command is conversational, evaluative, or meta
- The previous command is itself a stop instruction
- The user requests execution, deployment, or real-world action

## Foundation Handling

- The last user command before activation is the foundation.
- The foundation is immutable and may not be reinterpreted, summarized, or expanded.
- The foundation establishes the system domain and intent baseline.

If the foundation cannot define a system domain, fail immediately.

## Execution Model

This skill operates as a bounded-output autonomous planner.
Autonomy applies to sequencing, not to scope invention.

### Initialization

1. Capture the foundation command verbatim.
2. Derive one explicit system domain statement.
3. Declare all assumptions required to derive the domain.
4. Lock the domain and assumptions for the entire session.

If assumptions exceed minimal necessity, fail.

### Planning Loop

Each iteration must perform exactly the following steps:

1. Select exactly one next feature that:
   - Directly fits within the locked system domain
   - Is functionally distinct from all prior features
2. Define the feature scope using explicit inclusions and exclusions.
3. Produce a linear, ordered implementation plan with no branches.
4. Specify:
   - Required inputs
   - Produced outputs
   - Dependencies on prior features
5. State one verifiable success condition.
6. Terminate the iteration.

Only one feature is permitted per iteration.
No iteration may reference future, unplanned features.

## Output Rules

- Each iteration must be labeled sequentially.
- Output must be strictly structured and utilitarian.
- No summaries, retrospectives, vision statements, or meta-commentary.
- No repetition, restatement, or revision of earlier iterations.

## Ambiguity Handling

- All ambiguity must be resolved during initialization.
- Resolution must favor the narrowest viable interpretation.
- No new assumptions may be introduced after initialization.

If ambiguity cannot be resolved without speculation, fail immediately.

## Consistency Enforcement

- All output is append-only.
- Previously planned features are immutable.
- If a c

_meta.json

{
  "ownerId": "kn7fss5epqvvjb87r6sn0hk1cd802c8a",
  "slug": "autonomous-feature-planner",
  "version": "1.0.1",
  "publishedAt": 1769863883120
}

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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-feature-planner",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-feature-pla/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-feature-pla/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "2.2K downloads",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.0.1",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-01-31T12:51:23.120Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-feature-pla/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kn7fss5epqvvjb87r6sn0hk1cd802c8a-autonomous-feature-pla/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.1",
      "description": "- No changes detected; this version is identical to the previous release. - Files, configuration, and documentation are unchanged.",
      "href": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceUrl": "https://clawhub.ai/kn7fss5epqvvjb87r6sn0hk1cd802c8a/autonomous-feature-planner",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-01-31T12:51:23.120Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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