Systematically isolates, diagnoses, and solves complex code defects, race conditions, and runtime failures with minimal diffs and regression prevention. 来源:https://prompts.chat/prompts/cmuzfrqal000kjy04p9i6o1xh
AST-based code pattern analysis using ast-grep for security, performance, and structural issues. Use when (1) reviewing code for security vulnerabilities, (2) analyzing React hook dependencies or performance patterns, (3) detecting structural anti-patterns across large codebases, (4) needing systematic pattern matching beyond manual inspection. 来源:https://prompts.chat/prompts/cmjmk2f8i000bld04ikqh7i78
Turns noisy application, server, and access logs into a ranked list of error patterns with counts, first and last seen, spikes, and patterns that are new versus a known-good baseline, then separates root causes from symptoms and writes a short incident triage report. Includes a tested stdlib Python log clusterer. 来源:https://prompts.chat/prompts/cmv0ntgss0008jq06dsohwyta