Select proportionate evidence for material behavior changes and bug fixes.
npx skills add https://github.com/OrestesK/pi --skill behavioral-proof
Please help me install this Agent Skill. Skill: behavioral-proof Source: https://github.com/OrestesK/pi/tree/main/skills/behavioral-proof Command: npx skills add https://github.com/OrestesK/pi --skill behavioral-proof
This Skill prevents disproportionate or ineffective testing by helping you choose evidence that directly proves the observable behavior being changed.
Use the behavioral-proof skill to select and document the smallest reliable evidence plan for the behavior change I am about to make.
High-intent search queries and answers about installing and using this skill.
Integration testing strategy for a behavior change requires selecting proportionate evidence that directly proves the observable claim. You match the proof method to the behavior boundary, identify the canonical owner, and run focused verification before broader checks.
Regression proof for legacy code changes involves capturing a narrow reproduction of the root cause, verifying the canonical fix, and running broader checks only when shared regression risk justifies them. It prioritizes evidence that proves the observable behavior being changed.
Characterization testing for bug fixes is needed when establishing the root cause of a production issue. You capture the existing behavior as a baseline, verify the canonical fix against that boundary, and document any unavailable boundaries that prevent broader validation.
Test strategy must cover non-behavioral work and runtime boundaries when they require validation. You identify the observable claim, select an appropriate proof method, execute focused verification, and document any unavailable boundary that limits broader checks.
Verification reporting for integration testing documents the changed claim, exercised files or flows, commands and results, broader checks, and unavailable boundaries. It ensures the selected evidence directly proves the observable behavior change and its associated regression risk.
kapilvirenahujaGenerate baseline-tests.yaml from blast-radius.yaml for uncovered code coverage gaps.
involvexRun verification commands and evaluate fresh output before claiming completion.
FoxSilouReproduce backend bugs with failing tests before applying minimal code fixes.
augustoheissEnforce evidence-based integration verification with Playwright screenshots and test-results.json metrics.
