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research llm ai AI Skills

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skill-frontmatter-optimizer

IngmarKrusch

Analyze and optimize skill frontmatter for reliable automatic invocation. Use this skill when: (1) improving an existing skill's description for better triggering, (2) diagnosing why a skill isn't being invoked...

GitHub

skill-creator

kay-ou

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...

GitHub

langgraph-development

hhhh124hhhh

专业的LangGraph AI应用开发技能,提供从概念到生产的完整开发指导。基于Context7最新调研,涵盖StateGraph设计、多代理协作、RAG系统实现、生产部署等核心场景。使用此技能构建有状态、多参与者、长期运行的AI代理应用。

GitHub

toolfs-skill

IceWhaleTech

Execute WASM-based skills mounted to virtual paths. Use this skill when the user requests skill execution such as "Execute the RAG skill", "Run the analytics skill", or "Call the skill at this path".

GitHub

prompt-engineering

Jsebayhi

Use this skill when asked to create, refine, analyze, or optimize prompts for Large Language Models (LLMs). This skill ensures adherence to prompt engineering best practices and enforces a rigorous design workf...

GitHub

prompt-optimizer

shihan-1147

Prompt engineering expert that helps users craft optimized prompts using 57 proven frameworks. Use when users want to optimize prompts, improve AI instructions, create better prompts for specific tasks, or need...

GitHub

agnostic-prompt-standard

chris-buckley

The reference framework to generate, compile, and lint greenfield prompts that conform to the Agnostic Prompt Standard (APS) v1.0.

GitHub

skill-writer

VenTheZone

Create and manage reusable agent skills with proper structure and frontmatter

GitHub

agent-documenting-references

wahidyankf

Standardized reference documentation section structure for agents - project guidance, conventions, related agents, and Skills. Use when implementing or updating agent documentation.

GitHub

agent-developing-agents

wahidyankf

AI agent development standards including frontmatter structure, naming conventions, tool access patterns, model selection, and Bash-only file operations for .opencode/ folders

GitHub

repo-defining-workflows

wahidyankf

Workflow pattern standards for creating multi-agent orchestrations including YAML frontmatter (name, description, tags, status, agents, parameters), execution phases (sequential/parallel/conditional), agent coo...

GitHub

workflow-name

wahidyankf

Workflow pattern standards for creating multi-agent orchestrations including YAML frontmatter (name, description, tags, status, agents, parameters), execution phases (sequential/parallel/conditional), agent coo...

GitHub

agent-selecting-models

wahidyankf

Guidance for selecting appropriate AI model (sonnet vs haiku) based on task complexity, reasoning requirements, and performance needs. Use when implementing agents or justifying model selection.

GitHub

prompt-executor

cruzanstx

Execute prompts from ./prompts/ directory with various AI models. Use when user asks to run a prompt, execute a task, delegate work to an AI model, run prompts in worktrees/tmux, or run prompts with verificatio...

GitHub

cli-detector

cruzanstx

Detect installed AI coding CLIs and local model providers; outputs a cached JSON inventory for routing (/detect-clis).

GitHub

ai-usage

cruzanstx

Check AI CLI usage/quota for Claude Code, OpenAI Codex, Google Gemini CLI, and Z.AI. Use when user asks about remaining quota, usage limits, rate limits, or wants to check how much capacity is left.

GitHub

implementation

Yuvasee

Execute implementation tasks with different approaches (single, dual-agent, plan-based).

GitHub

clarify-spec

freitasp1

AKTIVIERT SICH AUTOMATISCH bei vagen Auftraegen. LIEBER EINMAL ZU OFT NACHFRAGEN als falsch implementieren. Erkennungsmerkmale (EINES genuegt!): - Auftrag

GitHub

prompt-architect

freitasp1

Transformiert Anforderungen in Best-Practice Prompts nach Claude 4.x Standards (Dezember 2025). Basiert auf: - Nate B. Jones 4 Beginner Moves: Shape, Context, Silent Plan, Self-Check - Anthropic Claude 4.x Bes...

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.

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