python-observability-patterns
Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.
Discover research debugging skills, compare source repositories and read the instructions for each workflow.
Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.
Sentry issue triage and investigation with automatic cross-linking. Handles issue investigation, AI analysis via Seer, and integration with Linear for tracking fixes. Use when triaging Sentry errors, investigat...
WHEN to auto-invoke: Debugging issues, fixing bugs, investigating errors, "not working" problems, unexpected behavior, stack traces, error messages, troubleshooting, "why is this happening". WHEN NOT to invoke:...
WHEN to auto-invoke: Debugging issues where root-cause-analysis already identified the problem, implementing fixes for diagnosed bugs, applying systematic debugging methodology, stuck on a bug after initial inv...
Systematic debugging methodology with root cause analysis. Phases: investigate, hypothesize, validate, verify. Capabilities: backward call stack tracing, multi-layer validation, verification protocols, symptom...
Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage...
Deep explanation of complex code, files, or concepts. Routes to expert agents, uses structural search, generates mermaid diagrams. Triggers on: explain, deep dive, how does X work, architecture, data flow.
Your project awareness buddy. Knows current state, reads docs, analyzes code, answers "where are we?" questions. Activate with "bro" or "project-bro".
Diagnose MCP validation dependencies (Brave Search, Chrome DevTools) and output exact setup snippets.
Senior WebGPU & 3D Graphics Architect for 2026. Specialized in Three.js v172+, WebGPU-first rendering, TSL (Three Shader Language), and high-performance React 19 integration via `@react-three/fiber` and `@react...
Debug and improve the Bifrost vibe coding experience. Use this skill when working on Bifrost platform development in Claude Code where you have access to Bifrost source code. Helps identify system bugs vs docum...
Contains MANDATORY logging and debugging patterns for Tzurot v3. MUST be consulted before adding logs or debugging production. Covers structured logging, correlation IDs, and Railway log analysis.
To see function or method signatures at a cursor position, get signature help for the API being called.
To capture an accessibility snapshot of the current page, take a structured snapshot for UI inspection.
To read recent runtime errors from a running Dart or Flutter app, fetch runtime errors after connecting to the Dart Tooling Daemon.
To inspect network activity since page load, list network requests to review API calls and resources.
To run JavaScript in the page context, evaluate an expression on the page or a specific element for inspection or manipulation.
To inspect the Flutter widget tree of the running app, retrieve the widget hierarchy after connecting to the Dart Tooling Daemon.
To take a screenshot of a page or element, capture an image for visual verification.
To read console logs from the current page, retrieve console messages for debugging JavaScript output.
Reviews code changes for bugs, style issues, and best practices. Use when reviewing PRs or checking code quality.
Code search, analysis, and refactoring using AST patterns. Search code structure, analyze modules, and refactor with precision. KEYWORDS: ast, syntax, parse, surgical, replace, transform, refactor, rename, symb...
Help developers use functype functional programming patterns in their TypeScript projects. Use this skill when converting imperative/OOP code to functional patterns, looking up functype APIs and methods, handli...
Gera agents experts especializados em areas especificas da codebase. Use quando precisar criar um novo agent expert com knowledge base, sub-comandos e integracao com a codebase.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.