serena-usage
This skill should be used when the user asks to "use serena", "semantic search", "symbol analysis", "find references", "code navigation", or needs Serena MCP guidance. Provides Serena tool usage patterns.
Discover research knowledge base skills, compare source repositories and read the instructions for each workflow.
This skill should be used when the user asks to "use serena", "semantic search", "symbol analysis", "find references", "code navigation", or needs Serena MCP guidance. Provides Serena tool usage patterns.
Helps create and structure Jupyter notebooks for teaching labs. Use this skill when creating lab notebooks, adding explanations for students, structuring educational content, or writing code cells with proper d...
Interactive daily productivity review with guided priority setting. Supports morning planning, midday check-ins, and end-of-day wrap-ups. Use for daily ritual or cron automation.
Retrieve up-to-date documentation and code examples for any library using Context7. Use this skill when looking up library documentation, API references, code examples, or when implementing features with extern...
Documents HOW code works with surgical precision - traces data flow, explains implementation details, provides file:line references. Purely documentarian, no critiques or suggestions for improvement.
This skill should be used when the user asks to "investigate code", "analyze implementation", "find patterns", "understand codebase", "debug issue", "find bug", "troubleshoot", or needs evidence-based code anal...
Reviews existing specifications for ambiguity and missing decision points - uses structured taxonomy to detect gaps, generates prioritized clarification questions, reduces specification uncertainty.
Use when creating technical specifications for features, systems, or architectural designs. Creates comprehensive specification documents using the Wrangler MCP issue management system with proper structure and...
This skill should be used when the user asks to "write org", "org-mode", "org file", ".org file", "org syntax", "org document", "org babel", "org export", "org agenda", "org capture", "GTD", "literate programmi...
This skill should be used when the user asks to "check documentation", "latest API", "library docs", "context7", or needs up-to-date library documentation. Provides Context7 MCP usage patterns.
Expert attack chain documentation for cybersecurity analysis. Create structured threat reports following standardized formats, map techniques to MITRE ATT&CK, generate detection logic and pseudocode queries, an...
Store information in the hierarchical memory system. Supports three tiers: working (ephemeral), episodic (recent events), and semantic (permanent patterns). Use for learning from observations. Keywords: memory,...
Score task complexity using keyword matching and heuristics
Professional Markdown documentation skill for creating polished README files, changelogs, contribution guides, and technical documentation. Use for: (1) README generation with badges and sections, (2) Automated...
Research OSS libraries and frameworks using DeepWiki MCP. Use for understanding APIs, finding usage examples, investigating implementation details, comparing libraries, and troubleshooting OSS-related issues.
Manage project knowledge using Serena's memory system. Use for storing design decisions, coding conventions, learned patterns, and project-specific context that persists across sessions.
Advanced intent interpretation system that analyzes user requests using cognitive science principles and extrapolates logical volition. Use when user requests are ambiguous, when deeper understanding would impr...
Query Claude Code conversation history and session data using SQL. Use when analyzing past conversations, token usage, tool patterns, agent activity, or extracting insights from session logs. Triggers on reques...
Interactive debugging through conversation. HOUSTON guides through 4 phases, asks questions, and suggests agents for investigation.
Systematic debugging and error resolution using the TRACE framework (Trace, Read, Analyze, Check, Execute). Use when debugging errors, analyzing stack traces, investigating failures, root cause analysis, or tro...
Automated comprehensive code documentation generation with API docs, README files, inline comments, and architecture diagrams
Research AWS topics using Kiro CLI as an AWS expert (readonly mode). Use for: AWS documentation, error investigation, CloudFormation/CDK questions, AWS best practices. Note: Uses Kiro's training knowledge only...
Use Claude Code's interactive question tool to gather comprehensive requirements through structured multi-select questions
Research topics or review code using OpenAI Codex CLI. Use for: technical research, documentation lookup, code analysis, or when external AI perspective is needed.
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.