Prompts
Prompt engineering and templates
context-decorate
by wcygan
Scan a codebase and place CLAUDE.md context files in directories that lack them. Spins up a team of subagents to parallelize the work — each agent covers a few directories and generates a succinct overview of the directory's purpose and key subdirectories. Use when onboarding to a new codebase, improving Claude context quality, annotating project structure, or scaffolding directory-level context for AI assistants. Keywords: context, CLAUDE.md, annotate, codebase, directory, onboard, decorate, scaffold context, context files.
new-agent
by wcygan
Create custom Claude Code subagents. Interactive wizard that gathers requirements, generates the agent .md file with proper frontmatter and system prompt. Use when creating a new agent, adding a subagent, or making a custom agent available globally. Keywords: agent, subagent, create agent, new agent, custom agent
agencycli
by chenhg5
"Manage AI agent teams with agencycli — a CLI tool for organising AI agents (Claude Code, Codex, Gemini, Cursor, etc.) into hierarchical teams (Agency → Team → Role → Project → Agent). Key capabilities: create agencies and teams, hire agents with merged context layers, assign and run tasks with priority queues, manage autonomous playbooks (wakeup.md), send async inbox messages between human and agents, configure heartbeat schedules and cron jobs, run agents inside Docker sandboxes, forward/confirm tasks via inbox, manage templates, and more. Use this skill whenever you need to: create or manage an agencycli workspace, hire/fire/sync agents, add/run/cancel tasks, check inbox confirmations, send messages, configure heartbeats or crons, start the scheduler, or work with agency templates."
new-global-skill
by wcygan
Interactive wizard to create new global Claude Code skills for dotfiles distribution. Use when creating skills available across all projects, adding personal workflows to dotfiles, or scaffolding ~/.claude/skills. Keywords: create global skill, new global skill, dotfiles skill, personal skill, cross-project skill, global workflow
competitor-analysis
by wcygan
Comprehensive competitor research using a 7-agent team. Spawns parallel research agents for product, marketing, UX, and technical analysis, then sequential synthesis agents for MVP spec, go-to-market strategy, and competitive landscape. Use when evaluating a competitor, planning a new product, or scoping an MVP. Keywords: competitor, competitive analysis, market research, product research, MVP, go-to-market, GTM, teardown, product teardown
searching-mlflow-docs
by mlflow
Searches and retrieves MLflow documentation from the official docs site. Use when the user asks about MLflow features, APIs, integrations (LangGraph, LangChain, OpenAI, etc.), tracing, tracking, or requests to look up MLflow documentation. Triggers on "how do I use MLflow with X", "find MLflow docs for Y", "MLflow API for Z".
podcast-workflow
by zephyrwang6
播客处理一站式工作流。支持两种入口： (1) 直接处理：提供 YouTube 链接，直接进入处理流程 (2) 更新检查：获取关注博主的最新更新，用户挑选后处理 功能：字幕提取 → content-digest 处理 → 自动保存飞书知识库。 触发词："获取播客更新"、"处理这个播客"、"播客工作流"、"有什么新播客"。
parallel-task
by am-will
Only to be triggered by explicit /parallel-task commands.
llm-council
by am-will
Orchestrate a configurable, multi-member CLI planning council (Codex, Claude Code, Gemini, OpenCode, or custom) to produce independent implementation plans, anonymize and randomize them, then judge and merge into one final plan. Use when you need a robust, bias-resistant planning workflow, structured JSON outputs, retries, and failure handling across multiple CLI agents.
ljg-skill-roundtable
by lijigang
结构化圆桌讨论 - Claude Code Skill，以求真为目标的多人物辩证对话框架
tavern2agent
by Xerxes-2
用户提供 SillyTavern 角色卡（PNG/JSON）并要求转换、迁移、移植到 agent 平台（pi coding agent / Claude Code）时使用；覆盖纯角色卡、世界书、以及带骰子/战斗/好感度/经济等游戏系统的复杂卡。
doc-sync
by solatis
Synchronizes docs across a repository. Use when user asks to sync docs.
nano-banana-pro
by intellectronica
Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API. Use when the user asks to generate, create, edit, modify, change, alter, or update images. Also use when user references an existing image file and asks to modify it in any way (e.g., "modify this image", "change the background", "replace X with Y"). Supports both text-to-image generation and image-to-image editing with configurable resolution (1K default, 2K, or 4K for high resolution). DO NOT read the image file first - use this skill directly with the --input-image parameter.
create-skill
by tidyverse
Guide for creating new Claude Code skills. Use when you need to create a new skill to package expertise or workflow into a reusable capability that Claude can automatically invoke.
adr-architecture
by lyndonkl
Use when documenting significant technical or architectural decisions that need context, rationale, and consequences recorded. Invoke when choosing between technology options, making infrastructure decisions, establishing standards, migrating systems, or when team needs to understand why a decision was made. Use when user mentions ADR, architecture decision, technical decision record, or decision documentation.
example-skill
by iterate
Example skill published from iterate's root skills directory
skill-creator
by WenJunDuan
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 tool integrations.
doc-coauthoring
by WenJunDuan
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.
langfuse
by avivsinai
Debug AI traces, find exceptions, analyze sessions, and manage prompts via Langfuse MCP. Also handles MCP setup and configuration.
skill-creator
by skillcreatorai
Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
llm-application-dev
by skillcreatorai
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.
Bankr x402 SDK - Job Management
by BankrBot
This skill should be used when the user asks about "job status", "check if request completed", "cancel request", "why is my request taking so long", "poll for result", "batch requests", "retry failed request", "request timeout", "async operations", "job lifecycle", "manual polling", or needs advanced control over SDK async operations, manual job polling, batch processing, retry logic, or job cancellation.
clay
by sachacoldiq
Expert Clay platform consultant for B2B data enrichment and workflow automation. Use when the user asks about Clay tables, waterfall enrichment, Clay credits, Clay pricing, Claygent, Clayscript formulas, Clay CRM sync, Clay enrichment workflows, Clay integrations, Clay Chrome extension, Clay templates, or building data pipelines in Clay. Also triggers on "Clay workflow", "enrichment waterfall", "Clay credits", "Claygent", "Clayscript", "Clay + HubSpot", "Clay + Salesforce", "Clay table", "Clay providers", "enrich in Clay", "Clay API", "Clay column", "Clay formulas", "find emails", "email waterfall", "phone waterfall", "lead scoring", "Clay debugging". Do NOT use for general CRM questions without Clay context, standalone email tools (Findymail, Hunter), or non-Clay enrichment platforms.
bayesian-reasoning-calibration
by lyndonkl
Use when making predictions or judgments under uncertainty and need to explicitly update beliefs with new evidence. Invoke when forecasting outcomes, evaluating probabilities, testing hypotheses, calibrating confidence, assessing risks with uncertain data, or avoiding overconfidence bias. Use when user mentions priors, likelihoods, Bayes theorem, probability updates, forecasting, calibration, or belief revision.