Paths: File paths (

shared/

,

references/

,

../ln-*

) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. If

shared/

is missing, fetch files via WebFetch from

https://raw.githubusercontent.com/levnikolaevich/claude-code-skills/master/skills/{path}

.

Risk-Based Value Auditor (L3 Worker)

Type: L3 Worker

Specialized worker calculating Usefulness Score for each test.

Purpose & Scope

• Audit Risk-Based Value (Category 3: Critical Priority)
• Calculate Usefulness Score = Impact x Probability
• Make KEEP/REVIEW/REMOVE decisions
• Calculate compliance score (X/10)

Inputs

MANDATORY READ: Load

shared/references/audit_worker_core_contract.md

.

Receives

contextStore

with:

tech_stack

,

testFilesMetadata

,

codebase_root

,

output_dir

.

Workflow

MANDATORY READ: Load

shared/references/two_layer_detection.md

for detection methodology.

1. Parse Context: Extract tech stack, Impact/Probability matrices, test file list, output_dir from contextStore
2. Calculate Scores (Layer 1): For each test: calculate Usefulness Score = Impact x Probability 2b) Context Analysis (Layer 2 -- MANDATORY): Before finalizing REMOVE decisions, ask:
   • Is this a regression guard for a known past bug? -> KEEP regardless of Score
   • Does this test cover a critical business rule (payment, auth) even if Score<10? -> REVIEW, not REMOVE
   • Is this the only test covering an edge case in a critical flow? -> KEEP
3. Classify Decisions: KEEP (>=15), REVIEW (10-14), REMOVE (<10)
4. Collect Findings: Record each REVIEW/REMOVE decision with severity, location (file:line), effort estimate (S/M/L), recommendation
5. Calculate Score: Count violations by severity, calculate compliance score (X/10)
6. Write Report: Build full markdown report in memory per

   shared/templates/audit_worker_report_template.md

   , write to

   {output_dir}/ln-633--global.md

   in single Write call
7. Return Summary: Return minimal summary to coordinator (see Output Format)

Usefulness Score Calculation

Formula

Usefulness Score = Business Impact (1-5) x 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. Exception: regression guards for known bugs -> KEEP. Tests covering critical business rules (payment, auth) -> REVIEW

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 x 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 x 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 x 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

MANDATORY READ: Load

shared/references/audit_worker_core_contract.md

and

shared/references/audit_scoring.md

.

Severity mapping by Usefulness Score:

• Score <5 -> CRITICAL (test wastes significant maintenance effort)
• Score 5-9 -> HIGH (test likely wasteful)
• Score 10-14 -> MEDIUM (review needed)
• Score >=15 -> no issue (KEEP)

Output Format

MANDATORY READ: Load

shared/references/audit_worker_core_contract.md

and

shared/templates/audit_worker_report_template.md

.

Write JSON summary per

shared/references/audit_summary_contract.md

. In managed mode the caller passes both

runId

and

summaryArtifactPath

; in standalone mode the worker generates its own run-scoped artifact path per shared contract.

Write report to

{output_dir}/ln-633--global.md

with

category: "Risk-Based Value"

and checks: usefulness_score, remove_candidates, review_candidates.

Return summary per

shared/references/audit_summary_contract.md

.

When

summaryArtifactPath

is absent, write the standalone runtime summary under

.hex-skills/runtime-artifacts/runs/{run_id}/evaluation-worker/{worker}--{identifier}.json

and optionally echo the same summary in structured output.

Report written: .hex-skills/runtime-artifacts/runs/{run_id}/audit-report/ln-633--global.md
Score: X.X/10 | Issues: N (C:N H:N M:N L:N)

Note: Tests with Usefulness Score >=15 (KEEP) are NOT included in findings -- only issues are reported.

Critical Rules

MANDATORY READ: Load

shared/references/audit_worker_core_contract.md

.

• Do not auto-fix: Report only
• Effort realism: S = <1h, M = 1-4h, L = >4h
• Score objectivity: Base Impact and Probability on code analysis, not assumptions
• KEEP tests not reported: Only REVIEW and REMOVE decisions appear in findings
• Cross-reference E2E: REVIEW decisions depend on whether E2E already covers the scenario

Definition of Done

MANDATORY READ: Load

shared/references/audit_worker_core_contract.md

.

• contextStore parsed successfully (including output_dir)
• Usefulness Score calculated for each test (Impact x Probability)
• Decisions classified: KEEP (>=15), REVIEW (10-14), REMOVE (<10)
• Findings collected with severity, location, effort, recommendation
• Score calculated using penalty algorithm
• Report written to

  {output_dir}/ln-633--global.md

  (atomic single Write call)
• Summary written per contract

Reference Files

• Audit output schema:

  shared/references/audit_output_schema.md

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Version: 3.0.0 Last Updated: 2025-12-23