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Pattern Evolution Auditor

Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured summaries.

Installable skillMITBy boisenoiseUpdated Nov 1, 2026
INTENDED FORClaude CodeCodexOpenClawCursorInstall in a listed agent.

instructions.md

---
name: ln-640-pattern-evolution-auditor-28e5820df751
description: "Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured summaries."
license: MIT
---

> **Paths:** File paths (`shared/`, `references/`, `../ln-*`) are relative to skills repo root.

**Type:** L2 Coordinator
**Category:** 6XX Audit

# Pattern Evolution Auditor

## Mandatory Read

**MANDATORY READ:** Load `shared/references/evaluation_coordinator_runtime_contract.md`, `shared/references/evaluation_summary_contract.md`, `shared/references/evaluation_research_contract.md`
**MANDATORY READ:** Load `shared/references/research_tool_fallback.md`

## Purpose

- audit implemented architectural patterns against current best practices
- coordinate `ln-641` through `ln-647`
- require research before pattern scoring

## Runtime Contract

Runtime family:
- `evaluation-runtime`

Identifier:
- `pattern-audit`

Phase order:
1. `PHASE_0_CONFIG`
2. `PHASE_1_DISCOVERY`
3. `PHASE_2_RESEARCH`
4. `PHASE_3_BOUNDARY_AUDITS`
5. `PHASE_4_PATTERN_ANALYSIS`
6. `PHASE_5_AGGREGATE`
7. `PHASE_6_REPORT`
8. `PHASE_7_SELF_CHECK`

## Worker Set

- `ln-641-pattern-analyzer`
- `ln-642-layer-boundary-auditor`
- `ln-643-api-contract-auditor`
- `ln-644-dependency-graph-auditor`
- `ln-645-open-source-replacer`
- `ln-646-project-structure-auditor`
- `ln-647-env-config-auditor`

## Worker Invocation (MANDATORY)

Use the Skill tool for delegated workers. Do not inline worker logic inside the coordinator.

TodoWrite format (mandatory):
- `Resolve audit scope and build manifest`
- `Load architecture patterns and layers`
- `Run best-practice research`
- `Run boundary and contract audits`
- `Analyze pattern compliance and gaps`
- `Aggregate worker findings`
- `Generate audit report`
- `Verify cleanup and self-check`

Representative invocations:

```text
Skill(skill: "ln-641-pattern-analyzer", args: "{scope}")
Skill(skill: "ln-642-layer-boundary-auditor", args: "{scope}")
Skill(skill: "ln-643-api-contract-auditor", args: "{scope}")
Skill(skill: "ln-644-dependency-graph-auditor", args: "{scope}")
Skill(skill: "ln-645-open-source-replacer", args: "{scope}")
Skill(skill: "ln-646-project-structure-auditor", args: "{scope}")
Skill(skill: "ln-647-env-config-auditor", args: "{scope}")
```

## Workflow

1. Start `evaluation-runtime`.
2. Discover candidate patterns and applicability.
3. Run mandatory research first:
   - official docs or standards
   - MCP Ref
   - Context7 when library/framework patterns are involved
   - current web best-practice research
4. Run boundary audits before pattern scoring.
5. Run pattern analysis only after boundary results and research exist.
6. Aggregate scores and produce the final pattern report.

## Definition of Done

- [ ] Evaluation runtime started
- [ ] Pattern applicability resolved
- [ ] Best-practice research completed
- [ ] Boundary audit summaries recorded
- [ ] Pattern analysis summaries recorded
- [ ] Final report written
- [ ] `evaluation-coordinator` summary written
- [ ] Runtime completed

## Meta-Analysis

**MANDATORY READ:** Load `shared/references/meta_analysis_protocol.md`

After the coordinator run, analyze the session per protocol section 7 and include the protocol-formatted output with the final pattern audit result.

## References

- Workers: `../ln-641-pattern-analyzer/SKILL.md`, `../ln-642-layer-boundary-auditor/SKILL.md`, `../ln-643-api-contract-auditor/SKILL.md`, `../ln-644-dependency-graph-auditor/SKILL.md`, `../ln-645-open-source-replacer/SKILL.md`, `../ln-646-project-structure-auditor/SKILL.md`, `../ln-647-env-config-auditor/SKILL.md`
- Shared pattern refs: `references/layer_rules.md`, `references/pattern_library.md`, `references/scoring_rules.md`

---
**Version:** 2.0.0
**Last Updated:** 2026-02-08

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Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.