Agent Workflows · For developers

Write regression tests for FastMCP changes using its pytest fixtures, in-memory clients, and protocol boundaries.

PrefectHQ/fastmcp

从 task 的 read/write set + concept statemachine 推导 6 种依赖类型的提案。主 planner 决定边的真实性。派它时只给 read/write set 与疑点、不给预期边集；已有预判逐条标「待复核」交它取证。

Towow-ai/Flowness

Multi-agent orchestration for complex tasks. An agent skill from numman-ali/n-skills.

numman-ali/n-skills

Runs an autonomous evolutionary loop that improves a codebase against a measurable benchmark, using agent roles, tournament selection and recorded history until a stop condition.

zereight/gitlab-mcp

A skill your agent uses when the user says 'tokenstack', 'compression', 'token savings', 'proxy status', or asks about context window usage.

cwinvestments/memstack

Find and safely apply ONE worthwhile code optimization (reuse, simplification, efficiency, or a dead-weight cleanup) somewhere in packages//src, with new regression tests proving behavior is…

openplayerjs/openplayerjs

Sets up Caliber for automatic AI agent context sync. An agent skill from caliber-ai-org/ai-setup.

caliber-ai-org/ai-setup

Answer questions about the owner's services and domain using the approved DuckBug knowledge base through configured MCP tools.

duckbugio/flock

Start here for any change to an Arandu (Go) application that adds or changes behaviour -- "add invoices", "let users publish a post", "send a weekly report", "call the payment provider", "expose…

arandu-io/arandu

Searches past agent sessions on a project by keyword through the TMA1 MCP server and reads back a chosen session so answers can quote it directly.

tma1-ai/tma1

Thorough verification of completed work before declaring done

vstorm-co/pydantic-deepagents

Run Claude's built-in /simplify skill on BASESHA..HEAD, validate checks, and commit.

besimple-oss/broccoli

Launches "Model Office" — a live browser dashboard that visualizes multi-model job routing as a blocky Lego/Minecraft-style pixel office.

SylphAI-Inc/skills

Plans and implements a feature through four phases, specify, design, tasks and execute, with testable requirements, atomic commits and a separate verifier checking the work.

tech-leads-club/agent-skills

A read-only health check for a Superloopy install or checkout: state folders, evidence files, bundled agents, hooks, wrapper and plugin registration, reported before any repair.

beefiker/superloopy

This project uses flow for automation. An agent skill from flowexec/flow.

flowexec/flow

A skill your agent uses when validating a newly created or updated agent skill with structure checks, routing positive and negative examples, contamination checks, progressive disclosure review, and…

BingHanOfUESTC/open_agent_team

A skill your agent uses to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/.md for parallel agents to fix.

NeoLabHQ/context-engineering-kit

Persist agent state across runs, shape what the LLM sees per turn, and cap history to fit a context window.

ag2ai/build-with-ag2

P4 changelist workflows — create, list, submit, shelve, unshelve, and manage changelists and shelved files via P4 MCP tools.

perforce/p4mcp-server

Build the New Relic .NET agent locally and validate that code changes compile.

newrelic/newrelic-dotnet-agent

Turn a request, ticket, or file into a phased implementation plan.

ai-driven-dev/framework

Create, debug, test, and publish MCP (Model Context Protocol) servers in C using the official ModelContextProtocol SDK — tools/prompts/resources, stdio vs HTTP transport, MapMcp hosting.

atherio-danp/cde-dotnetcc

Use Uni-CLI to interact with the current website, desktop-app, and system-tool catalog.

olo-dot-io/Uni-CLI

Operate the Noodle CLI — explain commands, find flags, create/edit .noodle.toml config.

poteto/noodle

Autonomous multi-round research review loop. An agent skill from CurryTang/Amadeus.

CurryTang/Amadeus

Show how much context window context-mode saved this session.

mksglu/context-mode

Technical implementation planning and architecture design. An agent skill from tmcfarlane/oh-my-cursor.

tmcfarlane/oh-my-cursor

Drive the PostHog wizard headlessly against a throwaway app through wizard-ci MCP tools, inspect decisions, and capture the real TUI.

PostHog/wizard

A skill your agent uses to analyze an agent system's architecture or mechanisms from repository evidence, including follow-up questions and analysis documents.

murray17/rovai-ai

Use vibe watch to run a managed Harness waiter that returns to the same conversation later.

avibe-bot/avibe

Check Nowledge Mem setup, detect your agent, and guide native connector setup.

nowledge-co/community

Test and validate AgentUse agents without real side effects.

agentuse/agentuse

Claude Code Hero Level 1: The Map Room -- explore the project's .claude/ directory and document what lives there

kylesnowschwartz/claude-code-hero

Fix a GitHub issue using git worktree for isolation. An agent skill from nex-agi/NexRL.

nex-agi/NexRL

A skill your agent uses when full Comet change 已完成 open 阶段但缺少 Superpowers Design Doc，或 design 阶段需要从 OpenSpec 交接包恢复。

rpamis/comet

A skill your agent uses when reviewing, accepting, rejecting, or deferring ChDRs mined by change-init, validating inferred decisions against their git and issue evidence before promotion to project…

tikalk/adlc-team-skills

Create high-quality, production-ready skills from scratch. An agent skill from KaimingWan/oh-my-kiro.

KaimingWan/oh-my-kiro

Independently review the exact result and run its real checks in one context, using isolated resources and without changing the deliverable.

Spielewoy/autoprompt-skill

Run N tasks under a concurrency cap K via a sliding-window worker pool.

opensage-agent/opensage-adk

对 AutoResearch 目录或 ZIP 做只读质检；先审优化面是否仅调参、Baseline 是否合理、Reference 提升是否充分，再查 21 项实现、严格 Docker 路径、Harbor 接口与成对训练证据。输出方法介绍、完整跑分、专家退回说明及 TXT/Markdown/JSON 报告；不用于求解任务。

bosprimigenious/autoresearch-skills

Reference for writing portable Agent Skills packages, covering SKILL.md frontmatter limits, name rules, directory layout and where Codex CLI, GitHub Copilot and Amp look for skills.

pr-pm/prpm

Configure and verify Kiln in an existing project or a new asset workspace for the selected coding agent.

instruktlabs/kiln

A skill your agent uses when a Formax repository task is non-trivial and you should analyze goals, non-goals, boundaries, data/type/interface impact, contract impact, test strategy, and whether an…

yusifeng/formax

Guides through adding new features, MCP tools, analyzers, and extending the patent creator system.

RobThePCGuy/Claude-Patent-Creator

Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation.

LeoYeAI/openclaw-master-skills

Cross-platform token audit and optimization for AI coding agents (Cursor, Codex, Claude Code, Hermes, Windsurf, Cline, OpenClaw, Gemini CLI, Aider).

HHU3637kr/skills

A skill your agent uses when adding or changing a ctl-api MCP tool (RegisterMCPTools, mcp.go handlers).

nuonco/nuon