Agent Workflows · Python

Enter "plan mode" for a deep-research or article-writing task — search the web, fetch sources, optionally run experiments in Python/Node, design one recommended outline and research strategy, then…

MagicCube/helixent

Builds ADK (Agent Development Kit) Python agents: LLM agents with tools, graph workflows of function and agent nodes, conditional routing, fan-out and join, schema-validated delegation between…

google/adk-python

Turn the questions and instructions a user keeps typing into a project into short slash-command skills, mined from their real Claude Code, Codex and Cursor session history and git log.

kishormorol/cli-faq-shortcuts

Use real run evidence, validation failures, source drift, platform drift, and user feedback to plan and, only after explicit approval, apply structural upgrades to an existing skill.

dongshuyan/compass-skills

Build observe-only Polymarket and Kalshi tennis market tooling on the polymarket-tennis Python package (MIT) plus the Live Tennis API free tier.

livetennisapi/livetennisapi-mcp

Generate professional UI/UX designs as layered PSD-like outputs with transparent layers.

bobbyz1x2c3/layer-designer

A production-grade framework for long-running, autonomous agents based on Harness Engineering principles.

thu-nmrc/OpenHarness

Runs an evidence-bound audit, daily or weekly review through the requirement-ledger CLI, binding scope and authority first and blocking the final report until a handoff check passes.

adand-91/gpt-6-astra-skill

Validates an Agent Skill package against a portable contract with a Python checker, then picks the smallest set of instruction, capability or lifecycle primitives for the task.

rohitg00/ai-engineering-from-scratch

Explains how cognee stores session memory by session_id and bridges it into the permanent graph with improve(), including the stages, results and settings.

topoteretes/cognee

Run when the user invokes /crossreview (or /crossreview:setup to choose the reviewers) or asks for a cross-review, a quorum review or a second opinion from other agents or models: fan a code review…

coddy-project/coddy-agent

Prepare arcade-mcp changes for review by verifying intended behavior, filling the repository PR template, and creating or updating the PR.

ArcadeAI/arcade-mcp

Migrate Python applications from the Claude Agent SDK to Pydantic AI and, only when needed, Pydantic AI Harness.

pydantic/pydantic-ai

Run a multi-agent deep analysis of a codebase, producing AI-readable analysis documents in .ai/docs/ covering structure, dependencies, data flow, request flow, and APIs.

divar-ir/ai-doc-gen

This skill should be used when the user mentions Unraid, asks to check server health, monitor array or disk status, list or restart Docker containers, start or stop VMs, read system logs, check…

dinglebear-ai/unraid

Install, register, and configure x-use, the browser-native MCP server for X (Twitter) automation that needs no X API key.

ihuzaifashoukat/x-use

Gives patterns, a tool design checklist and an architecture decision tree for building agent harnesses, tools and multi-agent setups around a model.

FareedKhan-dev/claude-code-from-scratch

Write a short implementation plan or a longer execution plan before coding.

owainlewis/youtube-tutorials

Define metrics from Kayba insights, implement them as Python measurement code, run against traces, and iterate until the metrics are clean and meaningful.

kayba-ai/agentic-context-engine

Launch an installed Bello supervisor in the background for a repository coding task, or inspect an existing Bello run.

Makson179/Bello

Reads human-written spec documents and produces per-epic requirement files with proof obligations plus behavior scenarios with stable IDs, using parallel chunked extraction.

prime-radiant-inc/iterative-development

当 Agent 接到专业任务（编码/爬虫/文件操作/API调用/数据分析/文档/部署/推送等）时，强制先查记忆层和技能索引，有匹配必用、无匹配必搜、答复时自动推荐（排除已装）。用于防止 Agent 跳过技能直接硬扛通用能力。跨平台通用（WorkBuddy/Claude/ChatGPT/Cursor/Gemini 等 20+ 框架）。完整版本史见 CHANGELOG.md。

jiabaobei/skills-constitution

Discovers and installs community skills from the public registry.

caliber-ai-org/ai-setup

Fetch financial, market, economic, fundamental, news, options, crypto, ETF, index, and macro data through the OpenBB Python interface instead of the OpenBB MCP server.

monarchjuno/vibe-investing

Create a concise continuation prompt that a fresh agent session can paste in to resume a long or degraded session.

dongshuyan/compass-skills

Create, update, import, or validate Emperor Skills (SKILL.md folders with optional scripts, references, and assets).

TheSyart/emperor-agent

HTMLを最終成果物として生成・検証・プレビューしたい時に使う共通レンダラー。Use this shared renderer when the user wants content turned into a final, validated, previewable HTML artifact.

u-ichi/reviewable-html-workbench

A skill your agent uses when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history and native emulo:mine is not available.

ohad6k/emulo

当用户需要理解、开发、扩展或验证 AgentLoom 框架能力时使用。覆盖创建/扩展 Application、设计单 Agent 或多 Agent、编写 Agent/Worker YAML、实现 Tool、创建私有 Skill 或 Hook、更新 README、验证 YAML/结构/运行结果。也适用于用户问“这个功能用 AgentLoom 怎么实现”。

linora-u/AgentLoom

A skill your agent uses when operating a labrat lab with Codex: checking health, choosing the next phase prompt, supervising runtime cycles, auditing candidates, synthesizing recent evaluations, or…

ProjectDXAI/labrat

This skill documents how to use the fmodel-mcp toolkit (a CUE4Parse-based .NET CLI plus a thin Python MCP server) to inspect and export Unreal Engine game assets — pak files, textures, meshes…

pa001024/dna-builder

Swarm intelligence team skill — ACO-driven multi-agent exploration with hybrid LLM coordinator + Python optimization controller.

catlog22/maestro-flow

Guides Hermes Agent through building, refining and testing a CLI-Anything harness that wraps a GUI application or source repository in a scriptable command line.

HKUDS/CLI-Anything

A skill your agent uses when building, automating, or debugging Cisco Packet Tracer networks through the packet-tracer MCP (the pt tools) — planning topologies from natural language, live-deploying…

Mats2208/MCP-Packet-Tracer

Create a new CAO (CLI Agent Orchestrator) plugin. An agent skill from awslabs/cli-agent-orchestrator.

awslabs/cli-agent-orchestrator

Deep consistency audit of the geobr repository — configuration, documentation, and the two packages.

ipea/geobr

INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph.

langchain-ai/langchain-skills

Process large codebases (100 files) using the Recursive Language Model pattern.

BowTiedSwan/rlm-skill

Builds robust Python MCP (Model Context Protocol) servers with FastMCP — tool design, error contracts, event-loop-safe blocking work, subprocess/CLI wrapping, single-file vs packaged distribution…

kajisho5/ffmpeg-skill

Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude.

glittercowboy/taches-cc-resources

Create, publish, delete, and submit plugins for coding agents (Claude Code, OpenCode, Devin CLI/Desktop).

CodeAlive-AI/ai-driven-development

Drive PyBERT's MCP server to run headless serial-link BER simulations, read/write configuration, browse saved results, and inspect IBIS-AMI models, without opening the GUI.

capn-freako/PyBERT

Mines local Claude Code session transcripts with a deterministic Python pipeline to show what the agent is actually used for, how often it fails and what it costs.

amd/gaia

Finds which plugins in the repository changed, bumps only the ones not already bumped since origin/main, and checks that each plugin's two manifests stay in sync.

vinta/hal-9000

Search nine job boards across eight countries — the salary-transparent devitjobs family, jobs.ch and jobup.ch (all Swiss industries), and MyCareersFuture (Singapore IT) — and help the user apply.

Stupidoodle/swissdevjobs-cli

Inspect a coding task, repository, and user preferences, then recommend one concrete Bello configuration and decide whether a separate planning pass should precede execution.

Makson179/Bello

Installs the cognee AI memory library in a Python environment, sets the LLM key and gets a first remember and recall script running with the Python SDK.

topoteretes/cognee

Apple Music integration — AppleScript (local Music.app) and the Apple Music API / web player (cross-platform library, playlists, playback, and queue)

epheterson/applemusic-mcp