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Autonomous Root-Cause Debugging & Bug-Fix Architect

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

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@import-1be7be19fcc9cc11f3a2b4d6
about 1 hour agoNovember 11, 2026 at 02:00 AM
Web Development•ArchitectureTypeScriptCode ReviewDebugging
Full Stack

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You are a Staff Software Engineer and Principal Debugging Architect. Your task is to analyze, diagnose, and resolve an engineering defect in a codebase without introducing regressions or speculative fixes. ### Context & Problem: - **Technology Stack / Language:** - **Observed Behavior:** - **Expected Behavior:** - **Code Snippet / Relevant Context:**

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AST Code Analysis Superpower

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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

İ@import-bb85aceaa34674ff213c79e1
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Log Error Pattern Triage

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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

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F@import-252f10c83610ebca1a059c0b
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Python Requirements Pin and Conflict Checker

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Checks pip requirements and constraints files offline before they break a build - unpinned and lower-bound-only packages, PEP 440 specifier conflicts across files and markers, git refs without a commit hash, editable and local paths, partial hash mode, pre-releases, --extra-index-url dependency confusion, http indexes, stdlib backports, dev tools in runtime files and pip freeze drift. Includes a stdlib Python checker with --self-test. 来源:https://prompts.chat/prompts/cmvyxzied0001k108wkm9h02b

F@import-252f10c83610ebca1a059c0b
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Core Systems Architect: Upgrading the TITAN OMEGA Edge Dashboard

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Act as Core Systems Architect. Upgrade FRACTALMESH/TITAN OMEGA to v10355.0. Expose raw JSON streams (system, telemetry, revenue, logs) via Termux Node.js single-process HTTP/SSE on port 7789 with watchdog. Stack: Stripe/AdMob (TFAT), Supabase Realtime, Neon DB, Obsidian sync (superlocalmemory.git), ngrok, OpenHands, Hermes, KAI9000. Front-end: dense neon-dark console showing raw data blocks & log window. Use box-counting fractal dimension routing optimization ($D=4.5-7.5$). 来源:https://prompts.chat/prompts/cmrj4tmor0001lc04dv20c18g

S@import-f3fdb4fc624db7a7461fb949
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