Real Skill packageSource verifiedClawHub registry

Agent自我反思与进化器

AI Agent 持续进化系统：每日经验沉淀+每周错误反思，正向提炼与负向纠偏合一。v3.1 新增断链防护：会话内即时沉淀（触发信号当场写入日记）+ 日记缺失兑底补写。v3.0：VFM 确定性验算、评分+衰减淘汰、WHERE×WHY 病理归档、主动 Skill 合成。触发词：记录错误、进化系统、自我反思、踩坑记录、self-evolve、self-improve。

Identity and source

Publisher attribution木先生iPPTregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 60% rule confidence
Package forminstruction with code20 recorded files
Canonical sourceClawHub registryclawhub:muippt:mu-self-evolve
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/9/2026.claude/skills/mu-self-evolve

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/9/2026.agents/skills/mu-self-evolve

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/9/2026skills/mu-self-evolve

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @muippt/mu-self-evolve
clawhub inspect @muippt/mu-self-evolve --version 3.1.0

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
17 / 20 inspected as text
Checked
9/9/2026, 4:39:59 AM
Scanner
0.1.3
Policy
1.0.3
3 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
12 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
  • api: img.shields.io
  • api: item.m.jd.com
  • api: mp.weixin.qq.com
  • api: muippt.github.io
  • api: peps.python.org
  • api: www.contributor-covenant.org
  • api: www.conventionalcommits.org
  • api: www.star-history.com
  • api: www.w3.org
  • api: xhslink.com
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/9/2026, 2:41:34 AM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:17dce082f20df105faf75274f59c41a8e0886fd59b708839861974b93ada1a29
Show up to 20 recorded paths
  • assets/default-banner.png
  • assets/star-history.png
  • assets/star-history.svg
  • CHANGELOG.md
  • CODE_OF_CONDUCT.md
  • CONTRIBUTING.md
  • index.html
  • LICENSE
  • README_CN.md
  • README.md
  • references/claude-code-compat.md
  • references/file-structure.md
  • references/record-templates.md
  • references/weekly-reflection.md
  • scripts/bias_audit.py
  • scripts/env_detect.py
  • scripts/eviction_score.py
  • scripts/vfm_verify.py
  • skill-card.md
  • SKILL.md

Source changelog

v3.1 断链防护：触发信号当场写入日记（IRON LAW #4）；日记缺失时 cron 从当日真实痕迹兜底重建再跑六步；明确数据流向信号→日记→分类。禁止编造，进化闭环永不断流。

Release security diff

mediumCompared fixed releases 3.0.1 and 3.1.0; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

3.0.19/3/2026sha256:fd1c259c42d4322d4450a26b75c6aca02be4cd43128e10c0c94ed2ab266d0cfd