SECURITY REVIEW
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Testing / AGENT SKILL
fix
0
Reproduce bugs, trace root causes, and create minimal test-first remediation plans with rollback guidance.
Reproduce a bug, trace its causal chain, identify the root cause, and create a minimal test-first remediation plan with rollback guidance. Use for defect reports, regressions, flaky behavior, or production symptoms.
Understand the trade-offs.
SKILL QUALITY
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The full skill.
Original instructions from the publisher’s SKILL.md
# Bug Remediation ## Workflow 1. Restate the observed symptom, expected behavior, environment, and impact. 2. Reproduce the failure or trace the path when reproduction is unavailable. 3. Inspect callers, shared state, boundaries, recent changes, logs, and tests. 4. Identify the causal chain and root cause rather than patching the symptom. 5. Define a regression test that fails before the repair. 6. Propose the smallest fix boundary and affected files or stable symbols. 7. Assess compatibility, security, data risk, rollback, and sibling paths. 8. Produce a remediation plan with evidence and verification steps. ## Escalation Return to grill when expected behavior is undefined. Return to technical specification when a surgical fix cannot preserve the architecture. ## Boundaries Do not modify production code. Do not propose broad redesign for an ordinary defect.