Risk-Based Value Auditor (L3 Worker) Skill

Risk-Based Value Auditor (L3 Worker)

Specialized worker calculating Usefulness Score for each test.

Purpose & Scope

Worker in ln-630 coordinator pipeline
Audit Risk-Based Value (Category 3: Critical Priority)
Calculate Usefulness Score = Impact × Probability
Make KEEP/REVIEW/REMOVE decisions
Calculate compliance score (X/10)

Inputs (from Coordinator)

Receives contextStore with Impact/Probability matrices, test file list.

Workflow

Parse context
For each test: calculate Usefulness Score
Classify: KEEP (≥15), REVIEW (10-14), REMOVE (<10)
Collect findings
Calculate score
Return JSON

Usefulness Score Calculation

Formula

Usefulness Score = Business Impact (1-5) × Failure Probability (1-5)

Impact Scoring (1-5)

| Score | Impact | Examples | |-------|--------|----------| | 5 | Critical | Money loss, security breach, data corruption | | 4 | High | Core flow breaks (checkout, login, registration) | | 3 | Medium | Feature partially broken, degraded UX | | 2 | Low | Minor UX issue, cosmetic bug | | 1 | Trivial | Cosmetic issue, no user impact |

Probability Scoring (1-5)

| Score | Probability | Indicators | |-------|-------------|------------| | 5 | Very High | Complex algorithm, new technology, many dependencies | | 4 | High | Multiple dependencies, concurrency, edge cases | | 3 | Medium | Standard CRUD, framework defaults, established patterns | | 2 | Low | Simple logic, well-established library, trivial operation | | 1 | Very Low | Trivial assignment, framework-generated, impossible to break |

Decision Thresholds

| Score Range | Decision | Action | |-------------|----------|--------| | ≥15 | KEEP | Test is valuable, maintain it | | 10-14 | REVIEW | Consider if E2E already covers this | | <10 | REMOVE | Delete test, not worth maintenance cost |

Scoring Examples

Example 1: Payment Processing Test

Test: "processPayment calculates discount correctly"
Impact: 5 (Critical — money calculation)
Probability: 4 (High — complex algorithm, multiple payment gateways)
Usefulness Score = 5 × 4 = 20
Decision: KEEP

Example 2: Email Validation Test

Test: "validateEmail returns true for valid email"
Impact: 2 (Low — minor UX issue if broken)
Probability: 2 (Low — simple regex, well-tested library)
Usefulness Score = 2 × 2 = 4
Decision: REMOVE (likely already covered by E2E registration test)

Example 3: Login Flow Test

Test: "login with valid credentials returns JWT"
Impact: 4 (High — core flow)
Probability: 3 (Medium — standard auth flow)
Usefulness Score = 4 × 3 = 12
Decision: REVIEW (if E2E covers, remove; else keep)

Audit Rules

1. Calculate Score for Each Test

Process:

Read test file, extract test name/description
Analyze code under test (CUT)
Determine Impact (1-5)
Determine Probability (1-5)
Calculate Usefulness Score

2. Classify Decisions

KEEP (≥15):

High-value tests (money, security, data integrity)
Core flows (checkout, login)
Complex algorithms

REVIEW (10-14):

Medium-value tests
Question: "Is this already covered by E2E?"
If yes → REMOVE; if no → KEEP

REMOVE (<10):

Low-value tests (cosmetic, trivial)
Framework/library tests
Duplicates of E2E tests

3. Identify Patterns

Common low-value tests (<10):

Testing framework behavior
Testing trivial getters/setters
Testing constant values
Testing type annotations

Scoring Algorithm (for compliance)

total_tests = KEEP + REVIEW + REMOVE
remove_percentage = (REMOVE / total_tests) * 100
score = 10 - (remove_percentage / 10)  // penalize for wasteful tests
score = max(0, min(10, score))

Output Format

{
  "category": "Risk-Based Value",
  "score": 7,
  "total_tests": 65,
  "keep_count": 35,
  "review_count": 15,
  "remove_count": 15,
  "findings": [
    {
      "test_file": "payment.test.ts",
      "test_name": "processPayment calculates discount correctly",
      "location": "payment.test.ts:45-68",
      "impact": 5,
      "probability": 4,
      "usefulness_score": 20,
      "decision": "KEEP",
      "reason": "Critical money calculation, complex algorithm"
    },
    {
      "test_file": "utils.test.ts",
      "test_name": "validateEmail returns true for valid email",
      "location": "utils.test.ts:23-27",
      "impact": 2,
      "probability": 2,
      "usefulness_score": 4,
      "decision": "REMOVE",
      "reason": "Low value, likely covered by E2E registration test",
      "effort": "S"
    },
    {
      "test_file": "auth.test.ts",
      "test_name": "login with valid credentials returns JWT",
      "location": "auth.test.ts:12-25",
      "impact": 4,
      "probability": 3,
      "usefulness_score": 12,
      "decision": "REVIEW",
      "question": "Is this already covered by E2E login test?",
      "effort": "S"
    }
  ]
}

Version: 3.0.0 Last Updated: 2025-12-23

Agent Skills: Risk-Based Value Auditor (L3 Worker)

Skill Files