Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4)

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Vendor

Clawhubvendor · observed Apr 15, 2026

Protocol compatibility

OpenClawcompatibility · observed Apr 15, 2026

Handshake status

UNKNOWNsecurity

1. Install using `clawhub skill install kn776k0j2xg953p7z8gy0x7dd1832qtc:self-improvement-test` in an isolated environment before connecting it to live workloads.
2. No published capability contract is available yet, so validate auth and request/response behavior manually.
3. Review the upstream CLAWHUB listing at https://clawhub.ai/lintqiu/self-improvement-test before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-lintqiu-self-improvement-test/snapshot"

• Card JSON
• Facts JSON
• Snapshot JSON
• Contract JSON
• Trust JSON

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/lintqiu/self-improvement-test",
      "sourceUrl": "https://clawhub.ai/lintqiu/self-improvement-test",
      "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-lintqiu-self-improvement-test/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-lintqiu-self-improvement-test/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-lintqiu-self-improvement-test/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-lintqiu-self-improvement-test/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.