Real Skill packageSource verifiedClawHub registry

进化引擎

面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点. 通过自反思机制、纠错学习、模式晋升机制，让 Agent 从每次交互中积累可复用经验，而非每次会话从零开始. 核心差异化：反污染防线（3 次确认加不从沉默推断）避免误学、压缩合并而非删除保留确认偏好、 进化指...

Identity and source

Publisher attribution天轰穿registry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 55% rule confidence
Package forminstruction bundle2 recorded files
Canonical sourceClawHub registryclawhub:thcjp:evolution-engine
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 Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/23/2026.claude/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Unexpected scalar at node end at line 10, column 80: …与压缩不删，避免重复犯错与误学。面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点。Use when … ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ SKILL.md

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

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/23/2026.agents/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Unexpected scalar at node end at line 10, column 80: …与压缩不删，避免重复犯错与误学。面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点。Use when … ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ SKILL.md

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

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/23/2026skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Unexpected scalar at node end at line 10, column 80: …与压缩不删，避免重复犯错与误学。面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点。Use when … ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ SKILL.md

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 @thcjp/evolution-engine
clawhub inspect @thcjp/evolution-engine --version 1.0.3

Security evidence

SkillVetAI static result: medium signal

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
2 / 2 inspected as text
Checked
9/23/2026, 1:28:05 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumSKILL.md YAML frontmatter is invalidSKILL.md:1 · confidence 100%Unexpected scalar at node end at line 10, column 80: …与压缩不删，避免重复犯错与误学。面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点。Use when … ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
1 inferred permission indicators
  • network access — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: skillhub.cn
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
9/16/2026, 10:19:14 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 hashsha256:0fd4d1155b851123edc76fb470ecc6133c8a304a3823775840ca967045afd6bb
Show up to 2 recorded paths
  • skill-card.md
  • SKILL.md

Source changelog

v2.3 quality enhancement - security audit + marketing packaging + slug-content validation