🎯

ln-633-test-value-auditor

🎯Skill

from levnikolaevich/claude-code-skills

VibeIndex|
What it does

Calculates test usefulness by multiplying impact and probability scores, recommending KEEP/REVIEW/REMOVE decisions based on risk thresholds.

πŸ“¦

Part of

levnikolaevich/claude-code-skills(85 items)

ln-633-test-value-auditor

Installation

Claude CodeAdd plugin in Claude Code
/plugin add levnikolaevich/claude-code-skills
git cloneClone repository
git clone https://github.com/levnikolaevich/claude-code-skills.git ~/.claude/skills
πŸ“– Extracted from docs: levnikolaevich/claude-code-skills
11Installs
-
AddedFeb 4, 2026

Skill Details

SKILL.md

Risk-Based Value audit worker (L3). Calculates Usefulness Score = Impact (1-5) Γ— Probability (1-5) for each test. Returns KEEP/REVIEW/REMOVE decisions based on thresholds (β‰₯15 KEEP, 10-14 REVIEW, <10 REMOVE).

Overview

# 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 Γ— Probability
  • Make KEEP/REVIEW/REMOVE decisions
  • Calculate compliance score (X/10)

Inputs (from Coordinator)

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

Workflow

1) Parse context

2) For each test: calculate Usefulness Score

3) Classify: KEEP (β‰₯15), REVIEW (10-14), REMOVE (<10)

4) Collect findings

5) Calculate score

6) Return JSON

Usefulness Score Calculation

Formula

```

Usefulness Score = Business Impact (1-5) Γ— 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 |

|-------------|----------|--------|

| β‰₯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 β€” money calculation)

Probability: 4 (High β€” complex algorithm, multiple payment gateways)

Usefulness Score = 5 Γ— 4 = 20

Decision: KEEP

```

Example 2: Email Validation Test

```

Test: "validateEmail returns true for valid email"

Impact: 2 (Low β€” minor UX issue if broken)

Probability: 2 (Low β€” simple regex, well-tested library)

Usefulness Score = 2 Γ— 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 β€” core flow)

Probability: 3 (Medium β€” standard auth flow)

Usefulness Score = 4 Γ— 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 (β‰₯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 β†’ REMOVE; if no β†’ 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

```json

{

"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

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