আপনার এজেন্টের জন্য উপযুক্ত সক্ষমতা খুঁজে নিন।
Analyze and visualize state flow in LangGraph pipelines. Use when debugging state mutations, tracing data flow between nodes, identifying orphan state keys, detecting read/write dependencies, or generating Mermaid diagrams of state transitions. Triggers on phrases like "visualize state flow", "trace state key", "which nodes touch X", "state dependencies", "debug state mutation", "orphan state keys", "state flow diagram".
Bundle size analysis, budget enforcement, and regression detection for Vite/Rollup builds. This skill should be used when: (1) analyzing bundle composition or total size, (2) checking size budgets, (3) comparing PR vs baseline for regressions, (4) investigating why bundle size increased, or (5) optimizing bundle size. Reads Vite manifest for chunk graph (Tier B). Cannot attribute sizes to specific npm packages without stats.json (Tier C unavailable by default).
Systematically trace bugs backward through call stack to find original trigger
Debugs issues in the Moonbeam parachain including runtime panics, EVM execution failures, XCM message delivery problems, and client-side errors. Use when encountering transaction failures, unexpected behavior, state inconsistencies, block production issues, or RPC errors.
Systematic debugging framework ensuring root cause investigation before fixes. Includes four-phase debugging process, backward call stack tracing, multi-layer validation, and verification protocols. Use when encountering bugs, test failures, unexpected behavior, performance issues, or before claiming work complete. Prevents random fixes, masks over symptoms, and false completion claims.
Complete guide for Chrome DevTools CLI - browser automation, debugging, performance analysis, network inspection. Use when automating Chrome, taking screenshots, analyzing performance, monitoring network/console, device emulation, or user mentions chrome-devtools, browser automation, puppeteer, debugging, performance testing, screenshot, network monitoring, console monitoring, or 크롬 개발자도구, 브라우저 자동화, 디버깅, 성능 분석.
Use when comparing a frontend implementation against a reference design (Figma, mockup, screenshot). Performs pixel-level and structural analysis to identify discrepancies.
Performance optimization patterns for Mem0 memory operations including query optimization, caching strategies, embedding efficiency, database tuning, batch operations, and cost reduction for both Platform and OSS deployments. Use when optimizing memory performance, reducing costs, improving query speed, implementing caching, tuning database performance, analyzing bottlenecks, or when user mentions memory optimization, performance tuning, cost reduction, slow queries, caching, or Mem0 optimization.
Managing Claude Code Session Memory & Context. Understand session context limits, use just-in-time retrieval, cache insights, manage memory files. Use when optimizing context usage, handling large projects, or implementing efficient workflows.
Quick RxSwift memory leak detection for iOS. Finds missing dispose bags, retain cycles, and strong self references. Use when debugging memory issues, checking Observable subscriptions, or investigating retain cycles in RxSwift code.
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
Debug Django web applications with systematic diagnostic approaches. This skill covers troubleshooting Django-specific errors including TemplateDoesNotExist, ImproperlyConfigured, IntegrityError, migration conflicts, CSRF failures, N+1 query problems, and circular imports. Includes Django Debug Toolbar setup, ORM query logging, pdb/ipdb usage, shell_plus debugging, and comprehensive logging configuration. Provides four-phase methodology for root cause analysis and regression prevention.
Performance optimization with profiling, memory analysis, and benchmarking
Maps a code change or bug symptom to the smallest high-signal test subset. Use when deciding what tests to run (DET_/FLOW_/REG_), when a regression guard mentions a test ID, or when you need a minimal repro that matches tests/TEST_MATRIX_detection_and_flow.md.
Use when working on the Miden compiler (`midenc` / `cargo miden`), debugging failing tests or implementing compiler changes, and you need a Miden VM MASM execution trace to understand the stack state after each instruction. Covers `MIDENC_TRACE=executor=trace` (typically with `cargo make test -- --no-capture ...`).
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
Automated Google Tag Manager debugging with visual monitoring, screenshot annotation, and MCP integration. Use when testing GTM configurations, verifying tag firing, debugging dataLayer events, validating consent mode, checking tracking implementations, or automating GTM container builds with Stape/GTM MCP servers. Triggers on "debug GTM", "test GTM tags", "GTM preview", "verify tag firing", "check dataLayer", "monitor tags", "validate consent", "did my GTM fix work", "validate tracking", "annotate screenshot", "GTM QA", or when verifying configuration changes via browser automation.
Debug and eliminate fallback/generic-stub replies quickly. Use when you see empty assistant replies, “Thanks for your message…” stubs, or “no specific information available” messages. Produces a minimal reproduction (test or deterministic trace) and pinpoints the fallback source + trigger.
Context compression for long coding sessions. Creates checkpoints (state snapshots) and maintains them as you work.
Debug event flows systematically from EventSource to Workflow. Use diagnostic commands and logging levels to isolate failures in production event systems.
