ln-638-test-oracle-effectiveness-auditor
About ln-638-test-oracle-effectiveness-auditor
ln-638-test-oracle-effectiveness-auditor is a specialized skill for assessing whether automated tests would detect real product defects. It focuses on assertion quality, snapshots, mocks, and available mutation evidence, and reports findings without fixing code.
Key features
- 01Detect weak or missing assertions
- 02Assess behavior-level test oracles
- 03Review snapshot-only tests
- 04Identify excessive mocking
- 05Use mutation reports when available
- 06Score and report confirmed issues
Use cases
- 01Audit tests for critical product logic
- 02Find tests that pass despite regressions
- 03Review snapshot and mock-heavy suites
- 04Prioritize improvements to test assertions
Install
Copy the command and run it in a terminal.
npx skills add https:/ / github.com/ levnikolaevich/ claude-code-skills --skill ln-638-test-oracle-effectiveness-auditorAfter installing, type/ln-638-test-oracle-effectiveness-auditorin Claude Code to confirm it loaded.
Bundled files
References and scripts installed along with SKILL.md.
references/audit_scoring.mdaudit_summary_contract.mdaudit_worker_core_contract.mdtwo_layer_detection.mdreferences/templates/audit_worker_report_template.mdDetails
From the project READMEPaths: File paths (
references/,../ln-*) are relative to this skill directory.
Test Oracle Effectiveness Auditor (L3 Worker)
Type: L3 Worker
Specialized worker auditing whether tests have meaningful oracles that would catch real product defects.
Purpose & Scope
- Audit Test Oracle Effectiveness (Category 9: Medium Priority)
- Identify tests that execute code but prove little
- Check assertion strength, semantic oracle quality, over-mocking, weak snapshots, and mutation-style evidence when available
- Emit
STRENGTHEN_ORACLE,DELETE_WEAK_ORACLE, orADD_MUTATION_EVIDENCE - Calculate compliance score (X/10)
Inputs
MANDATORY READ: Load references/audit_worker_core_contract.md.
Receives contextStore with: tech_stack, testFilesMetadata, codebase_root, output_dir.
Workflow
Detection policy: use two-layer detection (candidate scan, then context verification); load references/two_layer_detection.md only when the verification method is ambiguous.
- Parse Context: Extract tech stack, test file list, codebase_root, and output_dir from contextStore
- Find weak-oracle candidates (Layer 1): Scan automated tests for no assertions, vague assertions, snapshot-only tests, excessive mocks, and mutation-test survivors when reports exist
- Context Analysis (Layer 2 -- MANDATORY): For each candidate, ask:
- Is this an intentional smoke test whose only contract is "starts without crashing"? -> downgrade or skip unless it masks critical behavior
- Is a snapshot paired with semantic assertions? -> skip snapshot-only finding
- Does the mock verify a product-side contract at the boundary? -> skip over-mocking finding
- Is mutation evidence absent? -> do not require mutation testing except for critical modules with already weak oracles
- Collect Findings: Record each confirmed issue with severity, location, effort, action, and recommendation
- Calculate Score: Count violations by severity, calculate compliance score (X/10)
- Write Report: Build full markdown report in memory per
references/templates/audit_worker_report_template.md, write to{output_dir}/ln-638--global.mdin single Write call - Return Summary: Return minimal summary to coordinator (see Output Format)
Audit Rules
1. Assertion Strength
What: Tests with no assertions, vague assertions, or assertions that would pass for many broken implementations
Detection:
- Tests that call production code without
expect,assert,should, or framework-specific verification - Vague assertions such as
toBeTruthy,toBeDefined,not.toThrow, or status-only checks when domain values matter - Exception tests that do not verify error type/message/state
Layer 2:
- Skip framework-generated smoke tests unless they are the only coverage for a critical path
- Downgrade simple existence checks when the product contract is explicitly existence-only
Severity: HIGH for critical logic, MEDIUM otherwise
Recommendation: Assert the product-specific output, state transition, side effect, emitted event, or persisted data that would fail under a real regression
Effort: S-M
Action: STRENGTHEN_ORACLE, or DELETE_WEAK_ORACLE if the test has no product signal
2. Meaningful Oracle
What: Tests whose expected result is not tied to product behavior
Detection:
- Assertions only check object existence, array length, HTTP status, rendered container presence, or mock-call count when richer domain behavior is available
- Expected values mirror the implementation instead of an independent business rule or known example
Severity: MEDIUM
Recommendation: Replace structural assertions with behavior-level assertions derived from requirements, examples, fixtures, or golden data
Effort: S-M
Action: STRENGTHEN_ORACLE
3. Snapshot-Only Oracle
What: Snapshot tests without semantic assertions for the product behavior being protected
Detection:
toMatchSnapshot, image snapshots, serialized JSON snapshots, or golden files with no nearby semantic assertion- Snapshot updates are easy to approve without understanding the protected behavior
Layer 2:
- Skip if snapshot is the product contract and has review discipline documented
- Skip if paired with semantic assertions that verify critical fields or user-visible behavior
Severity: MEDIUM
Recommendation: Keep snapshots only as secondary evidence; add semantic assertions for key behavior or delete the snapshot-only test if it has no unique signal
Effort: S-M
Action: STRENGTHEN_ORACLE or DELETE_WEAK_ORACLE
4. Over-Mocking
What: Test mocks the system under test or internal collaborators so aggressively that the real behavior is not exercised
Detection:
- Mocked function is also the function under test
- Most assertions verify mocks instead of product-visible output or state
- Internal methods are stubbed to the exact values later asserted
Layer 2:
- Boundary mocks are valid when they isolate external systems and the test still asserts local product behavior
- Do not duplicate isolation findings from
ln-635; this check is about proof strength, not dependency control
Severity: HIGH when the test appears to cover critical logic but proves only mocks, MEDIUM otherwise
Recommendation: Exercise real local behavior and mock only external boundaries; assert the product contract instead of implementation calls
Effort: M
Action: STRENGTHEN_ORACLE
5. Mutation-Style Evidence
What: Use mutation reports or equivalent evidence to detect tests that do not fail when production behavior changes
Detection:
- If mutation reports exist, map surviving mutants to tests/modules with weak assertions
- If reports do not exist, identify critical modules whose tests already show weak-oracle signals and may benefit from mutation checks
Severity: LOW for missing mutation evidence alone, MEDIUM when surviving mutants confirm weak assertions
Recommendation: Add mutation-style evidence for critical local logic only; do not require mutation testing for the whole suite
Effort: M-L
Action: ADD_MUTATION_EVIDENCE
Scoring Algorithm
MANDATORY READ: Load references/audit_scoring.md.
Severity mapping:
- No oracle for critical behavior, over-mocking critical logic -> HIGH
- Weak semantic assertions, snapshot-only tests, mutation survivors -> MEDIUM
- Missing mutation evidence for critical modules with weak-oracle signals -> LOW
Output Format
MANDATORY READ: Load references/templates/audit_worker_report_template.md.
Write JSON summary per 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-638--global.md with category: "Oracle Effectiveness" and checks: assertion_strength, meaningful_oracle, snapshot_oracle, over_mocking, mutation_style_evidence.
Return summary per 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-638--global.md
Score: X.X/10 | Issues: N (C:N H:N M:N L:N)
Critical Rules
Apply the already-loaded references/audit_worker_core_contract.md.
- Do not auto-fix: Report only
- Unique angle: Audit only oracle/assertion effectiveness. Do not evaluate product-vs-platform focus, E2E journey value, portfolio value, missing coverage, trustworthiness, manual evidence, or structure.
- No mutation mandate: Do not require mutation testing unless evidence already exists or critical modules have weak oracles.
- Action required: Every finding uses one of
STRENGTHEN_ORACLE,DELETE_WEAK_ORACLE, orADD_MUTATION_EVIDENCE. - Effort realism: S = <1h, M = 1-4h, L = >4h
Definition of Done
Apply the already-loaded references/audit_worker_core_contract.md.
- contextStore parsed successfully (including output_dir)
- Assertion strength checked
- Meaningful oracle quality checked
- Snapshot-only oracle candidates checked
- Over-mocking checked for proof strength
- Mutation-style evidence used when available
- Layer 2 context analysis applied
- Findings collected with severity, location, effort, action, recommendation
- Score calculated using penalty algorithm
- Report written to
{output_dir}/ln-638--global.md(atomic single Write call) - Summary written per contract
Version: 1.0.0 Last Updated: 2026-05-09