Can this be integrated into an automated pipeline?

Yes, it is specifically designed as a worker (L3) to function within the ln-630 coordinator pipeline for comprehensive, automated test suite audits.

Does this skill replace manual code reviews?

No, it acts as an automated auditor to provide data-driven recommendations. High-priority 'REVIEW' candidates (scores 10-14) still benefit from developer insight to check for E2E redundancy.

What happens to tests with a score below 10?

Tests scoring below 10 are classified as REMOVE. These are typically trivial tests, such as those testing framework behavior or simple constants, which offer less value than their maintenance cost.

How is the Usefulness Score calculated?

The skill multiplies Business Impact (1-5) by Failure Probability (1-5) to produce a score between 1 and 25. High scores indicate critical tests that must be kept.

Risk-Based Test Value Auditor

Name: Risk-Based Test Value Auditor
Author: levnikolaevich

bylevnikolaevich

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安全与测试

Optimizes test suites by calculating usefulness scores based on business impact and failure probability to identify redundant or low-value tests.

关于

The Risk-Based Test Value Auditor is a specialized L3 worker designed to streamline software testing pipelines by auditing the actual value of individual test cases. By applying a formula that multiplies Business Impact by Failure Probability, the skill categorizes tests into KEEP, REVIEW, or REMOVE buckets. This allows development teams to prune trivial, cosmetic, or redundant tests that inflate CI/CD times and maintenance costs, while ensuring that critical financial, security, and core architectural paths remain rigorously protected.

主要功能

Provides a compliance score (0-10) to measure overall test suite efficiency
Identifies common low-value patterns like trivial getters/setters or framework behavior tests
Automates KEEP/REVIEW/REMOVE decision logic based on defined thresholds
38 GitHub stars
Calculates Usefulness Scores using a standardized 1-25 risk matrix
Generates detailed audit findings including file locations and justifications

使用场景

Identifying unit tests that are redundant due to overlapping coverage from E2E testing suites
Auditing new feature branches to ensure high-impact code has sufficiently rigorous testing
Pruning bloated legacy test suites to reduce CI/CD execution time and infrastructure costs

关于

主要功能

Provides a compliance score (0-10) to measure overall test suite efficiency
Identifies common low-value patterns like trivial getters/setters or framework behavior tests
Automates KEEP/REVIEW/REMOVE decision logic based on defined thresholds
38 GitHub stars
Calculates Usefulness Scores using a standardized 1-25 risk matrix
Generates detailed audit findings including file locations and justifications

使用场景

Identifying unit tests that are redundant due to overlapping coverage from E2E testing suites
Auditing new feature branches to ensure high-impact code has sufficiently rigorous testing
Pruning bloated legacy test suites to reduce CI/CD execution time and infrastructure costs