আপনার এজেন্টের জন্য উপযুক্ত সক্ষমতা খুঁজে নিন।
Debug “backend won’t start / first request 500 / ports stuck” quickly. Use when uvicorn reload behaves strangely, ports 8000/3000 are blocked, or you see first-request errors like “unexpected keyword argument” due to stale bytecode caches.
Hypothesis testing, root cause analysis, and debugging techniques. Use when debugging, testing hypotheses, validating solutions, proving correctness, or performing root cause analysis on failures.
Use when animation feels wrong and you need to diagnose which principle is failing or being misapplied
Initial reconnaissance on binaries including checksec, file analysis, strings, and symbols. First step for any new target.
Apply systematic debugging methodology using medical differential diagnosis principles. Trigger when AI modifies working code and anomalies occur, or when users report unexpected test results or execution failures. Use observation without preconception, fact isolation, differential diagnosis lists, deductive exclusion, experimental verification, precise fixes, and prevention mechanisms.
Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.
Debug Angular applications systematically with expert-level diagnostic techniques. This skill provides comprehensive guidance for troubleshooting dependency injection errors, change detection issues (NG0100), RxJS subscription leaks, lazy loading failures, zone.js problems, and common Angular runtime errors. Includes structured four-phase debugging methodology, Angular DevTools usage, console debugging utilities (ng.probe), and performance profiling strategies for modern Angular applications.
Guide for understanding and writing Miden VM assembly (MASM) code. Use when: (1) Reading, analyzing, or explaining MASM code (2) Writing new MASM procedures or programs (3) Debugging MASM execution or stack state (4) Optimizing MASM code for cycle count (5) Working with Miden VM stack machine concepts Covers instructions, code organization, core library, and common patterns.
Cursor Debug Mode風のAIデバッグワークフロー。仮説生成→ログ挿入→実行→分析→修正の自律的デバッグサイクル。bug、fix、エラー、動かない時に使用。
Debug Rails issues systematically. Use when encountering ActiveRecord errors like RecordNotFound, routing issues, N+1 query problems detected by Bullet, asset pipeline issues, migration failures, gem conflicts, ActionController errors, CSRF token problems, or any Ruby on Rails application errors requiring diagnosis.
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. WHEN: Debugging slow Python code, profiling with cProfile/line_profiler, memory optimization, identifying bottlenecks, optimizing loops and data structures. WHEN NOT: Async optimization (use python-async-patterns), database query optimization (use sql-optimization-patterns), general debugging.
Analyze competitor positioning using browser automation (Claude in Chrome + Chrome MCP)
Analyze and map code structure, data flow, and dependencies in legacy codebases. Use for understanding call stacks, dependency trees, side effects, risk profiles, and generating Mermaid diagrams. Ideal for legacy codebases with zero tests.
Parse and filter cargo build logs to extract errors, warnings, and diagnostics with regex-based filtering. Use when debugging Rust projects, analyzing cargo build output, filtering errors by file path or message pattern, or helping users understand compilation failures. Triggers on cargo build errors, rustc diagnostics, Rust compilation issues, or requests to parse .log files from cargo.
Performance optimization with profiling, bottleneck detection, and tuning strategies.
Find and fix unsafe error handling in Leavn - try! force unwraps, empty catch blocks, silent try? failures
Analyse throughput, case duration, and activity sojourn times from the filtered log.
Analyze TypeScript errors and provide detailed diagnostics with root cause analysis and specific fix recommendations
