Self-Improving Skill
让任何 writing style skill 自动从人类修改中学习。 只需要两个数据点：AI 原稿 (original) 和人类最终版 (final)。 自动 diff → 提取规则 → 更新目标 SKILL.md。 兼容 Claude Code (~/.claude/skills/) 和 OpenClaw (... Skill: Self-Improving Skill Slug: jz-self-improving-skill Owner: jzocb Summary: 让任何 writing style skill 自动从人类修改中学习。 只需要两个数据点：AI 原稿 (original) 和人类最终版 (final)。 自动 diff → 提取规则 → 更新目标 SKILL.md。 兼容 Claude Code (~/.claude/skills/) 和 OpenClaw (... Stats: downloads=68, stars=0, installs=0, versions=1 Latest Version: 1.1.0
Rank
62
Safety
84
Updated
Apr 15, 2026
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 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.
Install and run
Setup complexity: low.
clawhub skill install s171w51c7np1cprte4r1ab11vs83g4bd:jz-self-improving-skill- 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: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-jzocb-jz-self-improving-skill/snapshot"
Documentation
CLAWHUB
315 characters of source documentation, loaded on request.
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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/jzocb/jz-self-improving-skill",
"sourceUrl": "https://clawhub.ai/jzocb/jz-self-improving-skill",
"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-jzocb-jz-self-improving-skill/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-jzocb-jz-self-improving-skill/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-jzocb-jz-self-improving-skill/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-jzocb-jz-self-improving-skill/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 10, 2026.