Research

Create clear feature documentation for non-professional developers. Use PROACTIVELY when documenting new features, significant code changes, creating technical specifications, or when a feature isn't covered in the original project spec. Triggers on requests like "document this feature", "create feature docs", "write technical specification", "document these changes", or any request to explain what code does for future reference.Invoke with: /document-feature, /document-feature-simple, /document-feature-full, or say "use the feature-documenter skill to..."

PICO-based clinical question search. Triggers: PICO, 臨床問題, A比B好嗎, treatment comparison, clinical question, 療效比較

Find and add authoritative source links for all facts, citations, and references in markdown documents

Updates skills during project work according to their contracts. Adds references, improves explanations, and refines examples while respecting skill boundaries. Use when discovering patterns, encountering edge cases, or finding better ways to explain skill concepts. Works with skills that have Skill Contracts defined by skill-contract-generator.

Generate and edit images using the Gemini API (Nano Banana Pro). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.

Complete reference for all make commands, development workflows, Azure operations, and database operations. Use when you need to know how to run specific operations.

Design token system using Style Dictionary with Tailwind CSS v4 integration.Centralizes design tokens in JSON format, outputs CSS variables mapped to @theme block.Reference for implementing consistent theming across UI components.

Use when implementing features from Jira tickets, PRDs, or user requirements. Orchestrates Research-Plan-Implement workflow with quality gates for hallucination, overengineering, and underengineering detection.

Context-aware development companion that knows your machine and adapts instructions accordingly.Central orchestrator for system administration - reads device profile, routes to specialists.Use when: installing tools, managing servers, setting up dev environments, coordinating any admin task.The skill adapts to YOUR preferences (uv over pip, scoop over winget, etc.)

Systematically validate implementation plans before execution - catches hallucinations, TDD violations, missing references, and architectural issues that derail implementations. Use after writing-plans skill creates a plan document.

Use before committing staged changes when you need to verify all related documentation is current - systematically checks README, CLAUDE.md, CHANGELOG, API docs, package metadata, and cross-references rather than spot-checking only obvious files

Read, create, and manage Google Calendar events. Load when user mentions 'google calendar', 'calendar', 'schedule', 'meeting', 'event', 'appointment', 'book time', 'check availability', 'find slots', 'free time', or references scheduling/calendar operations.

Step-by-step procedural guidance for executing the /plan command workflow. Covers Phase 0 (Research), Phase 1 (Design), and Phase 2 (Validation) for implementation planning with constitutional compliance.This skill provides step-by-step procedural guidance for tasks handled bythe planning-agent agent. Use when you need to understand the workflow orexecute tasks that planning-agent would typically handle.Triggered by: [TODO: Add trigger phrases]

Use when Codex needs semantic web search, news reconnaissance, or citation gathering through the Exa MCP server.

Comprehensive guide to phylogenetic tree visualization including matplotlib (Python), ggtree (R), and publication-quality figure generation. Covers rectangular, circular, radial layouts, bootstrap annotations, branch coloring, clade highlighting, and interactive visualizations. Based on best practices from Yulab's Tree Data Book.

AI security co-pilot for identifying, testing, and fixing vulnerabilities in LLM-powered applications.Use when: (1) Securing LLM applications or agents, (2) Generating security test suites with promptfoo,(3) Testing for prompt injection, jailbreaking, data exfiltration, (4) Hardening system prompts,(5) Compliance mapping for OWASP LLM Top 10, NIST AI RMF, CJIS, SOC2, (6) Threat modeling AI systems,(7) Analyzing security eval results, (8) Research on LLM attack/defense techniques.Triggers: "secure my LLM", "prompt injection", "jailbreak test", "AI security", "red team","system prompt hardening", "LLM vulnerability", "promptfoo", "OWASP LLM", "AI compliance".

Comprehensive templates, patterns, and best practices for creating Claude Code subagents and skills. Use when building new agents/skills or need reference examples for proper structure and formatting.

Generate polished one-pagers for CollectiveGood across three audience types: investors,academic collaborators, and commercial partners. Incorporates competitive positioning,strategy documents, and market intelligence to produce consistent, compelling materials.

Generate structured LaTeX exam cheat sheets from course materials. Extracts key concepts, definitions, formulas from PDFs, Jupyter notebooks, and markdown files. Compiles to PDF with error checking.

Fetch and display filtered X (Twitter) timeline based on your interests. Shows AI/ML research, developer tools, and technical content while filtering out noise, rage bait, and irrelevant posts. Uses Claude Haiku to score relevance against your objectives.