Discover testing security llm ai skills, compare source repositories and read the instructions for each workflow.
Summarizes technical/AI/data content from URLs, YouTube videos, or how-to guides into actionable step-by-step learning instructions. Use when given a video, article, or tutorial URL to convert into a learnable...
Provides best practices for writing Agent Skills. Use when creating or refining SKILL.md content.
Verifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons. Runs KNN/Hybrid search to find candidates, then uses LLM (scillm) to verify "verifies", "contradicts", or...
Distill PDF, URL, or text into Q&A pairs stored in memory. Use --context for domain-focused extraction.
Create and refine Claude Code Skills. Use when creating skills, writing SKILL.md files, or improving existing skills.
Integration guide for using detective skills across plugins. Maps agent roles from frontend, bun, and other plugins to appropriate detective skills. Developer agents should use developer-detective, architect ag...
Use before creating or editing any SKILL.md files, and immediately after making skill changes to verify quality. Invoked when user asks about skill structure, descriptions, or best practices. Provides expert gu...
Meta-skill that creates other skills from detected patterns. Use when user repeatedly explains workflow (2+ times), says 'remember this', or you notice repetitive pattern.
Drafts individual chapters for books and long articles. Use when user says 'draft chapter X', 'write chapter [number/title]', 'continue drafting', or 'write the next chapter'. Reads outline and maintains consis...
iterate on structure outline based on user feedback. if given a path to a document in rpi/tasks/*/*-structure-outline.md, use this skill.
Search past AI agent sessions, stored knowledge, and indexed content. Use for finding previous work, recalling conventions, storing learnings, and indexing documentation.
Guide users through structured dialogue to transform vague ideas into clear, actionable product concepts. Uses one-question-at-a-time approach with multiple choice options. Use this skill when: - User says "I...
Draft or revise technical blog content in this repo (Quarto .qmd), check for math/syntax/spelling/equation errors, improve readability, and generate LinkedIn knowledge-card plus single-tweet Twitter posts for n...
Resolve requirement ambiguities through STRUCTURED questioning: one question at a time, with recommended options and reasoning. UNIQUE VALUE: Prevents overwhelming users with multiple questions. Provides exper...
Route any user request, error, code, or URL to the right skill action—recommend existing skills, suggest improvements, or create new skills via a triage-first process.
Use this skill for semantic search, long-term memory storage, and RAG (Retrieval Augmented Generation). Enables vector-based knowledge retrieval and persistent memory across sessions.
Comprehensive guidance for FastAPI, Typer, and SQLModel development including patterns, best practices, API design, CLI development, database integration, testing, and common workflows. Use this skill when buil...
Create and optimize CLAUDE.md memory files or .claude/rules/ modular rules for Claude Code projects. Comprehensive guidance on file hierarchy, content structure, path-scoped rules, best practices, and anti-patt...
Generate authentic social media content in Ken's distinctive multilingual style - mixing Cantonese, English, and Traditional Chinese for personal branding, product promotion, and educational content. Perfect fo...
Guide for implementing Google Gemini API audio capabilities - analyze audio with transcription, summarization, and understanding (up to 9.5 hours), plus generate speech with controllable TTS. Use when processin...
Create and confirm article outlines before any drafting in the AI 实践记录 workflow.
End-to-end workflow for writing an article in the Real World AI Log project, focusing on practice-first, workflow-first collaboration.
Produce a first draft from an approved outline in the AI 实践记录 workflow.
Smart article illustration skill. Analyzes article content and generates illustrations at positions requiring visual aids with multiple style options. Use when user asks to "add illustrations to article", "gene...
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.