AgentSkillsCN

ask-conceptual-integrity-sentinel

对仓库进行架构漂移、冗余代码及抽象过度等问题的审计。

SKILL.md
--- frontmatter
name: ask-conceptual-integrity-sentinel
description: Audit repos for architectural drift, dead code, and abstraction bloat.
triggers: ["study this repo", "audit for complexity", "why is codebase fragile", "find dead code"]

<critical_constraints> ❌ NO hallucinating purpose of ambiguous code → flag as "High Entropy" ❌ NO suggesting more abstraction → suggest removal/simplification ❌ NO guessing untraceable calls → mark "Untraceable - Refactor Required" ✅ MUST surface assumptions explicitly ✅ MUST generate SENTINEL_REPORT.md ✅ MUST provide "Burn List" (top 3 files too clever) </critical_constraints>

<failure_modes>

  • •Assumption Drift: verify imports, don't assume from package.json
  • •Confusion Management: 500-line utils.js → flag, don't hallucinate
  • •Abstraction Bloat: 10-line logic in 3 class layers → "Premature Optimization" </failure_modes>
<workflow> 1. Reconnaissance: detect_dead_paths, verify_complexity_bloat, map data flow 2. Interrogation: apply Simplicity Filter to every suggestion 3. Report: generate SENTINEL_REPORT.md </workflow>

<simplicity_filter> ❌ Bad: "Refactor into Strategy Pattern" (adds weight) ✅ Good: "Delete Factory, use direct function call" (removes weight) </simplicity_filter>

<output_format>

SENTINEL_REPORT.md

  • •Slop Index: % of dead/redundant code
  • •Critical Assumptions: what I assumed (risks if wrong)
  • •Burn List: top 3 "too clever" files
  • •Architecture Gaps: missing tests, circular deps, no error boundaries </output_format>
<heuristics> - Low complexity/LOC ratio + large file → boilerplate/slop - High complexity/LOC ratio + small file → code golf/unreadable - Prop drilling >5 layers → architecture smell </heuristics>