create-traceability-matrix

Skill Type: Sensor/Reporter (Traceability Management) Purpose: Create and maintain traceability matrix for impact analysis Prerequisites: Requirements and intents exist

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Agent Instructions

You are creating a traceability matrix showing the complete lineage from intent → runtime.

Matrix maps:

• Intent (INT-) → Requirements (REQ-)
• Requirements (REQ-*) → Design, Code, Tests, Commits, Runtime

Purpose: Impact analysis, coverage verification, compliance auditing

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Matrix Structure

Full Traceability Matrix

INT-*	REQ-*	Design	Code	Tests	Commits	Runtime	Status
INT-042	<REQ-ID>	AuthService	login.py:23	test_login.py:15	5	Datadog ✅	✅ Complete
INT-042	REQ-F-PORTAL-001	PortalService	balance.py:12	test_balance.py:8	3	Datadog ✅	✅ Complete
INT-042	REQ-F-PORTAL-002	ProfileService	profile.py:45	test_profile.py:22	2	❌ No metrics	⚠️ Partial
INT-050	REQ-NFR-PERF-001	CacheLayer	cache.py:67	test_cache.py:34	4	Prometheus ✅	✅ Complete

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Workflow

Step 1: Collect Intent → Requirements Mapping

# Find all intents and their requirements
grep -rh "^# Intent:" docs/requirements/ | sort -u
grep -rh "^## REQ-" docs/requirements/ | sort -u

Output format:

# docs/traceability/intent-to-requirements.yml

INT-042:
  title: "Customer self-service portal"
  date: "2025-11-20"
  status: "In Progress"
  requirements:
    - <REQ-ID>
    - <REQ-ID>
    - REQ-F-PORTAL-001
    - REQ-F-PORTAL-002
    - REQ-F-PORTAL-003
  count: 5

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Step 2: Collect Requirements → Design Mapping

# Find design documents mentioning requirements
grep -rn "REQ-" docs/design/ docs/adrs/

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Step 3: Collect Requirements → Code Mapping

# Find code implementing requirements
grep -rn "# Implements: REQ-" src/

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Step 4: Collect Requirements → Tests Mapping

# Find tests validating requirements
grep -rn "# Validates: REQ-" tests/ features/

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Step 5: Collect Requirements → Commits Mapping

# Find commits for each requirement
for req in $(grep -rho "REQ-[A-Z-]*-[0-9]*" docs/requirements/ | sort -u); do
  echo "$req:"
  git log --all --oneline --grep="$req"
done

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Step 6: Generate Matrix Document

Create comprehensive matrix:

# Traceability Matrix

**Generated**: 2025-11-20 23:30:00
**Total Intents**: 12
**Total Requirements**: 42
**Coverage**: 86%

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## Intent: INT-042 (Customer Self-Service Portal)

**Status**: 60% Complete (3/5 requirements implemented)

| REQ-* | Description | Design | Code | Tests | Commits | Runtime | Status |
|-------|-------------|--------|------|-------|---------|---------|--------|
| <REQ-ID> | User login | AuthService | ✅ login.py | ✅ test_login.py | ✅ 5 | ✅ Datadog | ✅ |
| <REQ-ID> | Password reset | EmailService | ✅ reset.py | ✅ test_reset.py | ✅ 3 | ⚠️ Partial | ⚠️ |
| REQ-F-PORTAL-001 | View balance | PortalService | ✅ balance.py | ✅ test_balance.py | ✅ 2 | ❌ None | ⚠️ |
| REQ-F-PORTAL-002 | Update profile | ProfileService | ❌ None | ❌ None | ❌ 0 | ❌ None | ❌ |
| REQ-F-PORTAL-003 | Download invoices | ❌ No design | ❌ None | ❌ None | ❌ 0 | ❌ None | ❌ |

**Summary**:
- Design: 80% (4/5)
- Code: 60% (3/5)
- Tests: 60% (3/5)
- Runtime: 40% (2/5)

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## Intent: INT-050 (Performance Optimization)

**Status**: 100% Complete (2/2 requirements implemented)

| REQ-* | Description | Design | Code | Tests | Commits | Runtime | Status |
|-------|-------------|--------|------|-------|---------|---------|--------|
| REQ-NFR-PERF-001 | Login <500ms | CacheLayer | ✅ cache.py | ✅ test_cache.py | ✅ 4 | ✅ Prometheus | ✅ |
| REQ-NFR-PERF-002 | DB queries <100ms | QueryOptimizer | ✅ optimizer.py | ✅ test_optimizer.py | ✅ 3 | ✅ Datadog | ✅ |

**Summary**: All complete ✅

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Output Format

[TRACEABILITY MATRIX]

Generated: 2025-11-20 23:30:00

Total Intents: 12
Total Requirements: 42

Overall Coverage:
  Design: 95% (40/42) ✅
  Code: 86% (36/42) ⚠️
  Tests: 83% (35/42) ⚠️
  Commits: 86% (36/42) ⚠️
  Runtime: 24% (10/42) ❌

Coverage Gaps:

Requirements Without Code (6):
  - REQ-F-PROFILE-002
  - REQ-F-PORTAL-003
  - REQ-F-NOTIF-001
  - REQ-F-NOTIF-002
  - REQ-NFR-SCALE-001
  - REQ-DATA-LIN-001

Requirements Without Tests (7):
  - <REQ-ID> (has code, no tests)
  - REQ-F-CART-001 (has code, no tests)
  ... (5 more)

Requirements Without Runtime Telemetry (32):
  - Most requirements (needs telemetry setup)

Matrix Files Created:
  + docs/traceability/intent-to-requirements.yml
  + docs/traceability/requirements-matrix.md
  + docs/traceability/coverage-report.md

✅ Traceability Matrix Created!

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Notes

Why traceability matrix?

• Impact analysis: Know what breaks if requirement changes
• Coverage verification: Ensure all requirements implemented and tested
• Compliance auditing: Prove requirements → code → tests → runtime
• Gap detection: Find requirements without coverage

Homeostasis Goal:

desired_state:
  traceability_complete: true
  all_stages_covered: true
  coverage_percentage: >= 80%

"Excellence or nothing" 🔥