Agents
AI agents and automation
git-atomic-commit
by arisng
'Analyze git changes, group into atomic commits, generate conventional commit messages with proper type(scope) format. Use when committing changes, grouping staged/unstaged files, or generating commit messages. Enforces universal commit types + repo-specific scopes from .github/git-scope-constitution.md.'
instrument-existing-agent-with-prefactor-sdk
by prefactordev
Use when an existing agent already works without Prefactor and you need to add tracing for runs, llm calls, tool calls, and failures with minimal behavior changes.
pyrevit-revit-2024
by OriAshkenazi
Revit 2024 API guidance for pyRevit development. Use when implementing or reviewing pyRevit commands that target Autodesk Revit 2024, including transaction patterns, API constraints, and version-specific best practices.
pyrevit-revit-2025
by OriAshkenazi
Revit 2025 API guidance for pyRevit development. Use when implementing or reviewing pyRevit commands that target Autodesk Revit 2025, including transaction patterns, API constraints, and version-specific best practices.
Bagman
by zscole
Regular security audits
claw-control
by adarshmishra07
Complete AI agent operating system setup with Kanban task management. Use when setting up multi-agent coordination, task tracking, or configuring an agent team. Includes theme selection (DBZ, One Piece, Marvel, etc.), workflow enforcement (all tasks through board), browser setup, GitHub integration, and memory enhancement (Supermemory, QMD).
grove-multi-agent
by chrisbanes
Use when multiple independent tasks need to be executed in parallel, each in an isolated workspace with warm build state
agent-patterns
by markpitt
Modular orchestration of agent patterns from Anthropic's engineering guide. Intelligently selects and implements prompt chaining, routing, parallelization, orchestrator-workers, evaluator-optimizer, and autonomous agents. Includes pattern combinations and language-specific implementations.
marathon-ralph
by gruckion
Autonomous long-running development from specifications. Use when user wants to build an application from a spec file, run continuous development, or automate feature implementation. Triggers on phrases like "marathon this", "build from spec", "autonomous development", "keep coding until done".
smalltalk-mcp
by CorporateSmalltalkConsultingLtd
Interact with live Smalltalk images (Squeak, Cuis) via MCP. Evaluate code, browse classes, view method source, define and modify classes and methods, query hierarchies and categories in a running Smalltalk environment.
ai-coding-agent-setup
by markpitt
Configures AI agents (GitHub Copilot, Claude Code, Cursor, Codex) to understand a codebase and self-improve as the project evolves. Use when setting up a new project for AI-assisted development, onboarding AI agents to an existing repo, creating AGENTS.md, configuring MCP servers for code navigation, packaging project workflows as agent skills, or establishing self-improvement feedback loops. Covers AGENTS.md authoring, skill packaging, MCP configuration, context management, and living-documentation strategies.
crypto-trading-advisor
by 0xrikt
Crypto trading analysis advisor. Triggers when users ask whether a token is worth trading, if a position can be taken, or for trend analysis. Provides high-value data sources and professional trading principles. Trigger phrases include "should I trade", "can I long/short", "is it a good setup", "trade recommendation", "can I enter here", "what's the play" etc.
trade-study-analysis
by ddunnock
Conduct systematic trade study analyses using the DAU 9-Step Trade Study Process. Guides engineers through problem definition, root cause analysis (5 Whys, Fishbone), data collection from alternatives and datasheets, normalization calculations, weighted scoring, sensitivity analysis, and professional report generation with visualizations and decision matrices. Use when evaluating alternatives, comparing solutions, conducting trade-offs, or making engineering decisions.
Dex Async Task Manager
by valkryhx
"用于管理长耗时、异步任务的工具集。当任务预计执行时间超过 10 秒（如模型训练、大型构建、批量数据处理）时，必须使用此工具，而不是 bash。"
programmatic-tool-calling
by valkryhx
编程化工具调用指南。允许 Agent 编写并执行 Python 代码，从而能够在一个沙箱环境中动态调用其他工具，实现循环、批处理和复杂逻辑。
agent_team
by valkryhx
Enables the agent to act as a Swarm Leader, dispatching tasks to remote workers, managing sessions, and handling concurrency.
convert-clojure-elixir
by aRustyDev
Bidirectional conversion between Clojure and Elixir. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Elixir specific patterns. Use when migrating Clojure/JVM applications to Elixir/BEAM, translating functional Lisp patterns to Elixir, or refactoring immutable data processing to leverage Elixir's actor model and OTP. Extends meta-convert-dev with Clojure-to-Elixir specific patterns.
智能上下文压缩器
by valkryhx
"采用 Rolling Summary 策略压缩对话历史，在清空历史前保留关键信息（任务目标、阶段性结论、任务进展）。"
Dynamic MCP Loader
by valkryhx
"动态 MCP 工具加载器，支持运行时连接远程 HTTP/SSE MCP 服务或启动本地 MCP 进程，让 Agent 根据需求即时扩展能力。适用于用户提到不熟悉的 MCP 服务时，通过搜索发现连接方式后动态加载。"
cicd-gitea-workflows-dev
by aRustyDev
Develop and troubleshoot Gitea Actions workflows. Use when creating workflow YAML files, debugging CI failures, understanding Gitea-specific syntax differences from GitHub Actions, or migrating workflows between platforms.
mermaid-graphing
by igamenovoer
Create readable Mermaid diagrams inside Markdown files. Use for flowcharts and sequence diagrams that must render cleanly in common Markdown renderers (e.g., GitHub) without horizontal scrolling. Covers fenced mermaid blocks, init/theme styling, label wrapping with , and sequenceDiagram layout rules (short IDs, wrapped labels, don’t break identifiers).
auto-dev-setup
by miles990
設定 Auto-Dev workflow，實現 Human-in-the-Loop 自動化開發
ai-native-product
by yannickYamo
Build AI-native products with agency-control tradeoffs, calibration loops, and eval strategies. Use when building AI agents, LLM features, or products where AI handles user tasks autonomously. Part of the Modern Product Operating Model collection.
biz-ops-setup
by aktsmm
"Business operations workspace setup with workIQ integration. Creates report generation, task management, and customer management system. Use when: setting up new workspace, initializing biz-ops environment, creating business management system."