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Skill Development
by Galaxy-Dawn
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
architecture-design
by Galaxy-Dawn
Use ONLY when creating NEW registrable components in ML projects that require Factory/Registry patterns. ✅ USE when: - Creating a new Dataset class (needs @register_dataset) - Creating a new Model class (needs @register_model) - Creating a new module directory with init.py factory - Initializing a new ML project structure from scratch - Adding new component types (Augmentation, CollateFunction, Metrics) ❌ DO NOT USE when: - Modifying existing functions or methods - Fixing bugs in existing code - Adding helper functions or utilities - Refactoring without adding new registrable components - Simple code changes to a single file - Modifying configuration files - Reading or understanding existing code Key indicator: Does the task require @register_* decorator or Factory pattern? If no, skip this skill.
planning-with-files
by Galaxy-Dawn
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
bug-detective
by Galaxy-Dawn
This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.
MCP Integration
by Galaxy-Dawn
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
doc-gen
by phodal
Generate comprehensive documentation from code
by phodal
Extract and analyze information from PDF documents
refactor
by phodal
Suggest refactoring improvements for code quality
gemini-interactions-api
by google-gemini
Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, streaming responses, background research tasks, function calling, structured output, or migrating from the old generateContent API. This skill covers the Interactions API, the recommended way to use Gemini models and agents in Python and TypeScript.
Command Development
by Galaxy-Dawn
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
doc-coauthoring
by Galaxy-Dawn
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
writing-anti-ai
by Galaxy-Dawn
This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.
skill-improver
by Galaxy-Dawn
This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports. Reads improvement-plan-{name}.md files generated by skill-quality-reviewer and intelligently merges and executes the suggested changes to improve Claude Skills quality.
skill-resume-enhanced
by nyldn
Enhanced session resumption resilient to context clearing. Use when: AUTOMATICALLY ACTIVATE when:. User says "resume", "continue", "pick up where we left off". User asks "what was I working on", "where did we leave off"
daily-coding
by Galaxy-Dawn
Daily coding assistant that auto-triggers when writing/modifying code, providing a core checklist. ✅ Trigger scenarios: - Implementing new features, adding code, modifying existing code - User requests "write a...", "implement...", "add...", "modify..." - Any coding task involving Edit/Write tools ❌ Does not trigger: - Pure reading/understanding code (no modification intent) - Already covered by specialized skills (bug-detective, architecture-design, tdd-guide) - Configuration file changes, documentation writing
brand-guidelines
by ComposioHQ
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
skill-parallel-agents
by nyldn
Multi-tentacled orchestration using Double Diamond methodology. Use when: PRIORITY TRIGGERS (always invoke immediately):. "/octo:multi" (explicit command). "run this with all providers", "run with all providers"
skill-security-framing
by nyldn
URL validation and content wrapping for untrusted sources. Use when: This skill provides SECURITY UTILITIES - it should be referenced by other skills,. not invoked directly by users. Auto-integrate when:. Fetching content from URLs
skill-verify
by nyldn
Evidence gate: verify before claiming success. Use when: Use when about to claim work is complete, fixed, or passing.. Auto-invoke before: commits, PRs, task completion, moving to next task.. ALWAYS use before expressing satisfaction ("Done!", "Fixed!", "All passing!").
railway
by onejs
Deploy and manage Railway projects. Authenticate, link projects, deploy code, manage variables, view logs, SSH into services, and provision databases. Use /railway to quickly deploy or manage Railway services.
smart-router-skill
by darrenhinde
Movie character personality skill with configurable missions - choose your character and watch themed workflows unfold
task-management
by darrenhinde
Task management CLI for tracking and managing feature subtasks with status, dependencies, and validation
skill-writing-plans
by nyldn
Zero-context implementation plans with bite-sized tasks. Use when: Use when you have a spec or requirements for a multi-step task.. Auto-invoke when user says "plan how to implement X", "create implementation plan", . "break down this feature into tasks".
fsharp-diagnostics
by dotnet
"After modifying any F# file, use this to get quick parse errors and typecheck warnings+errors. Also finds symbol references and inferred type hints."