Executes 8-step protocol for fixing production bugs by repairing code defects and auditing testing system gaps. Use for regressions, post-mortems, test gap audits.
npx claudepluginhub codealive-ai/ai-driven-development --plugin ai-driven-developmentThis skill uses the workspace's default tool permissions.
A bug fix is **two fixes in one**: fix the code, **and** fix the testing system that let the bug through. Skipping the second step means the same class of bug ships again.
Provides phased workflow for bug fixes: root cause analysis, minimal implementation, code review, regression testing, security checks, validation, documentation, and deployment. Use for bugs, issues, errors.
Fixes bugs via root cause diagnosis with debugger/gap-analyzer, requirements.md generation, /execute delegation, 3-retry circuit breaker, and QA.
Provides systematic debugging methodology using reproduce-investigate-hypothesize-fix-prevent workflow and root cause analysis for bugs, test failures, flaky behavior, production errors, performance degradation, integration failures.
Share bugs, ideas, or general feedback.
A bug fix is two fixes in one: fix the code, and fix the testing system that let the bug through. Skipping the second step means the same class of bug ships again.
The full protocol (philosophy, eight steps with examples, audit checklist, anti-patterns) lives in PROTOCOL.md. Read it before applying.
Use this protocol whenever a defect reaches production, staging, or a customer environment. Do not use it for bugs caught locally during normal development — those are part of the writing process, not testing-system failures.
When applying the protocol, return:
If step 8 produces "we couldn't have caught this," investigate further — that answer is almost always wrong, and accepting it is how the testing system stagnates.
Full text: PROTOCOL.md.