daffy0208__ai-dev-standards/docs/AUDIT-SYSTEM.md

Audit & Quality System

Last Updated: 2025-10-22 Status: ✅ Operational Next Review: 2025-11-22

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Purpose

This document consolidates the audit and quality assurance system for ai-dev-standards. It provides:

1. Validation checklist for quality audits
2. Current system status and trust measures
3. Testing procedures for registry completeness

Archived: This replaces AUDIT-TRUST-RESTORATION.md, AUDIT-VALIDATION-CHECKLIST.md, and QUALITY-AUDIT-REPORT.md.

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✅ Current System Status

Registry Validation

• ✅ 100% resource discoverability (all 36 skills + 3 MCPs tracked)
• ✅ Automated validation via tests/registry-validation.test.ts
• ✅ CI/CD enforcement blocks merges if validation fails
• ✅ 30/30 tests passing (Phase 1 + Phase 2)

Relationship Metadata (Phase 2)

• ✅ 3/3 MCPs have enables field
• ✅ 18/36 skills have requires field
• ✅ 9/9 components have dependencies field
• ✅ 3/3 installers have structured manifests

Known Gaps

• ⚠️ 12:1 skill-to-MCP ratio (36 skills, 3 MCPs) — See BUILD_FOCUS.md for resolution plan
• ⚠️ 18 skills lack relationship metadata — Low priority (methodologies only)
• ⚠️ CLI has TODOs — Needs refactor to fetch from actual registry

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🔍 Quality Audit Checklist

Phase 0: Resource Discovery (MANDATORY)

Before scoring anything, verify all resources are discoverable.

# Run registry validation tests
npm run test:registry

# Check for gaps
grep -r "TODO\|FIXME" CLI/ --include="*.js"

# Verify counts match
cat meta/registry.json | jq '{skills: (.skills | length), mcps: (.mcpServers | length)}'

Pass Criteria:

• All tests pass (30/30)
• Skills in registry = Skills in skills/ directory
• MCPs in registry = MCPs in mcp-servers/ directory
• No "TODO: Fetch from actual repo" in CLI code

Phase 1: Registry Completeness

# Validate all categories are registered
node scripts/update-registry.js --dry-run

# Check for orphaned files
find SKILLS -type d ! -name "_TEMPLATE" | wc -l
cat meta/registry.json | jq '.skills | length'

Pass Criteria:

• Directory count = Registry count for all categories
• No files missing from registry
• Registry lastUpdated is recent (<7 days)

Phase 2: Relationship Validation

# Check MCPs have enables field
cat meta/registry.json | jq '.mcpServers[] | select(.enables == null)'

# Check skills have requires field
cat meta/registry.json | jq '.skills[] | select(.requires != null) | .name' | wc -l

Pass Criteria:

• All MCPs list skills they enable
• High-priority skills have relationship metadata
• Components declare dependencies

Phase 3: Cross-Reference Validation

# Verify MCP enables reference existing skills
npm run test:registry | grep "enables reference"

# Check skill requires reference existing components
npm run test:registry | grep "requires reference"

Pass Criteria:

• MCP enables field only references real skills
• Skill requires field only references real components
• No broken references

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🧪 Test Procedures

Running Tests

# Full validation suite
npm run test:registry

# Watch mode during development
npm run test:watch tests/registry-validation.test.ts

Test Coverage

• 24 Phase 1 tests: Registry completeness
• 6 Phase 2 tests: Relationship validation
• Total: 30 tests covering all resource types

Adding New Tests

When adding new resource types:

1. Add category to meta/registry.json
2. Add validation test in tests/registry-validation.test.ts
3. Update this checklist

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🚨 Trust Measures

What We Fixed (Oct 2025)

1. 81% invisible skills → 100% discoverable
2. CLI mock data → Registry-based (partially complete)
3. No relationship tracking → Phase 2 metadata system
4. No validation → Comprehensive test suite + CI/CD

Current Confidence Levels

• Registry accuracy: HIGH (automated validation)
• Resource discovery: HIGH (100% coverage)
• Relationship integrity: MEDIUM (18/36 skills mapped)
• CLI reliability: MEDIUM (has TODOs, needs refactor)
• MCP coverage: LOW (3/36 skills have tools)

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📊 Quality Scoring Framework

Scoring Dimensions (When Needed)

1. Resource Discovery (0-10) — Are all resources findable?
2. Documentation (0-10) — Is it clear and accurate?
3. Validation (0-10) — Are there tests?
4. Relationships (0-10) — Are dependencies clear?
5. Completeness (0-10) — Do features match docs?

Overall Quality = Average of dimensions

Audit Rule: If Resource Discovery < 5, cap overall score at 6/10.

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🔧 Remediation Templates

When Registry Validation Fails

# 1. Identify the gap
npm run test:registry

# 2. Check directory vs registry count
ls -d skills/*/ | wc -l
cat meta/registry.json | jq '.skills | length'

# 3. Add missing items to registry
# Edit meta/registry.json

# 4. Update timestamp
node -e "const fs=require('fs'); const r=JSON.parse(fs.readFileSync('meta/registry.json','utf8')); r.lastUpdated=new Date().toISOString(); fs.writeFileSync('meta/registry.json', JSON.stringify(r,null,2));"

# 5. Re-run tests
npm run test:registry

When Relationship Validation Fails

# Use helper scripts
node scripts/add-skill-requirements.js
node scripts/add-component-dependencies.js

# Or manually edit registry for specific entries

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📅 Audit Schedule

• Continuous: CI/CD runs tests on every commit
• Weekly: Manual review of test results
• Monthly: Full quality audit with scoring
• Quarterly: External validation with real users

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🎯 Success Criteria

The audit system is successful when:

1. Tests catch gaps before users do
2. Registry is always accurate (automated sync)
3. Relationship metadata enables discovery
4. External users can find what they need

The audit system has failed when:

1. User discovers resource that isn't in registry
2. Tests pass but system doesn't work
3. Documentation claims capabilities that don't exist

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📚 Reference

Key Files:

• meta/registry.json - Central source of truth
• tests/registry-validation.test.ts - Validation suite
• meta/relationship-mapping.json - Dependency map
• .github/workflows/ci.yml - CI/CD enforcement

Related Docs:

• BUILD_FOCUS.md - Current execution priorities
• SKILL-MCP-GAP-ANALYSIS.md - Known gaps
• ECOSYSTEM-PARITY-ANALYSIS.md - System relationships

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Next Review: 2025-11-22 (after MCP build sprint)