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SkillHub ClubAnalyze Data & AIFull StackData / AI

evolution-drift-detector

Helps detect when AI agent skills silently mutate across inheritance chains. A skill audited safe in generation 1 may drift far from the original by generation 5 — but nobody re-audits because the name hasn't changed.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
3,130
Hot score
99
Updated
March 20, 2026
Overall rating
C4.6
Composite score
4.6
Best-practice grade
B75.1

Install command

npx @skill-hub/cli install openclaw-skills-evolution-drift-detector

Repository

openclaw/skills

Skill path: skills/andyxinweiminicloud/evolution-drift-detector

Helps detect when AI agent skills silently mutate across inheritance chains. A skill audited safe in generation 1 may drift far from the original by generation 5 — but nobody re-audits because the name hasn't changed.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Data / AI.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: openclaw.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install evolution-drift-detector into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/openclaw/skills before adding evolution-drift-detector to shared team environments
  • Use evolution-drift-detector for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

evolution-drift-detector | SkillHub