Agent Workflows · For developers

为 CC GUI 桌面客户端创建、修改、迭代插件（Tier-0 声明式 CSS/JSON，或 Tier-1 单文件 ESM）。当用户要"做一个插件 / 给 CC GUI 加个功能 / 改输入框或界面样式 / 加设置页、侧边栏或状态栏入口 / 加面板页签或命令面板命令 / 把某套工作流包装成插件 / 改一下我做过的那个插件"，或提到 ccgui 插件、插件目录、从本地目录安装插件时使用。

zhukunpenglinyutong/desktop-cc-gui

Pushes an agent to exhaust every option, investigate before asking and take initiative beyond the literal request, instead of giving up or waiting passively.

tanweai/pua

Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth.

mcp-use/mcp-use

Builds or extends a custom Mirage virtual filesystem adapter for an API, database, object store or app data, with a working mount configuration and filesystem tests.

strukto-ai/mirage

Use Trellis channel for live multi-agent collaboration, spawned workers, cross-agent review, progress inspection, forum channels, and channel log debugging.

mindfold-ai/Trellis

Walks through creating a new Claude skill from scratch or improving an existing one, asking what it should do, when it should trigger, and in what format.

pretend1111/claude-desktop-app

Diagnoses surprising LoopX behavior, such as stale recommendations or tiny progress, assigns it to the responsible layer and repairs it at the lowest durable level.

loopx-project/loopx

Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.

MemPalace/mempalace

Checks claude-mem cloud sync status and guides you through connecting a cmem.ai Pro account without the sync token ever passing through the chat.

thedotmack/claude-mem

Review how the lean-ctx ctx MCP tools performed in the current session and file upstream issues for confirmed problems.

yvgude/lean-ctx

This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped…

guanyang/open-agent-hub

Writes a hands-on developer guide for one ADK code unit — a minimal runnable example, how it works, a configuration-option table, advanced uses, limitations, and links to related samples — to…

google/adk-python

Walks through adding a new persisted memory kind to EverOS: choose storage among Markdown, SQLite and LanceDB, pick a Markdown strategy, then wire schemas, repos and writers.

EverMind-AI/EverOS

A skill your agent uses when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain.

DenisSergeevitch/agents-best-practices

One-click initialization of a multi-agent repository from the RepoBrain template.

study8677/repobrain

Query and invoke tools on MCP servers using fastmcp list and fastmcp call.

PrefectHQ/fastmcp

A skill your agent uses when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory…

julianromli/opencode-template

Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives.

OpenAgentsInc/openagents

Migrate an existing agentic PoC/pilot (Claude Code project files, MCP configs, hooks, local tools, openclaw config, or similar hand-rolled setup artifacts) into an Archestra instance.

archestra-ai/archestra

Writes a paste-ready handoff for the next agent session, opening with a state-check command block and separating done, suspected and blocked work.

codewhale-hq/Codewhale

Creates a focused workspace skill from the current conversation in QwenPaw, moving through a planning, approval, drafting, validation and publishing script pipeline.

agentscope-ai/QwenPaw

Testing framework for evaluating Databricks skills. An agent skill from databricks-solutions/ai-dev-kit.

databricks-solutions/ai-dev-kit

Builds a throwaway prototype at just the fidelity needed to settle a specific how-it-should-work-or-feel question, before committing to an approach other work will treat as fixed.

EveryInc/compound-engineering-plugin

Build PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware.

PX4/PX4-Autopilot

Mines recurring tasks from recent local Cursor sessions, replays them to test bounded skill edits, and stages validated improvements to a project Cursor skill for review.

microsoft/SkillOpt

Interacts with MCP servers from the command line: lists servers and tools, inspects a tool's JSON schema, and calls a tool with JSON arguments from stdin or an argument.

philschmid/mcp-cli

Produce Jedis's implementation plan for a Redis API change from a shared client HLD - one reviewed markdown file naming the public API to add, every file and surface to touch, the ordered steps, the…

redis/jedis

Loads a project's loop-constraints.md before any other action and blocks pushes, edits or merges that violate the rules it defines.

cobusgreyling/loop-engineering

A skill your agent uses for questions about how, why, or where behavior works in a repository, including questions that name a function or setting.

dzhng/jevgrep

Migrate docs from bd (beads) to br (beadsrust). An agent skill from Dicklesworthstone/beads_rust.

Dicklesworthstone/beads_rust

Diagnoses where an agent failed across runs and turns the findings into new skills, system prompt patches and knowledge entries, using the A-Evolve loop.

aiming-lab/AutoResearchClaw

Shows a question as a modal in the interface to clarify a task, collect a preference or get approval, since the user cannot see terminal output.

MemTensor/MemOS

This skill should be used when the user asks to "organize the project rules", "clean up scattered documentation", "把规则迁移到 skills 目录", "优化 skill 路由", "提高 description 命中率", or "减少薄壳重复维护".

WoJiSama/skill-based-architecture

Adds structured long-term memory to OpenClaw agents, built automatically from sessions, with tools the agent calls to recall facts, summaries and decisions.

MemoriLabs/Memori

Sweeps every Superset workspace, task and agent terminal to report what finished, what needs review and what is blocked, read-only, and can publish the digest as a page.

superset-sh/superset

Grounds every implementation decision in official documentation.

shashankswe2020-ux/whoop-mcp

Launches, monitors and organizes AI coding agent sessions such as Claude Code or Codex inside tmux, tracking status, capturing output and managing git worktrees for parallel branches.

agent-of-empires/agent-of-empires

Guide for creating effective skills. An agent skill from letta-ai/letta-code.

letta-ai/letta-code

Initializes an AI development session by reading workflow guides, developer identity, git status, active tasks, and project guidelines from .trellis/.

ROYIANS/foliq-print-template-designer

Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens.

vishiri/fantasia-archive

Use CodeGraphContext (CGC) to index a repo into a graph DB and query it via CLI or MCP.

CodeGraphContext/CodeGraphContext

Build and edit Activepieces pieces (integrations) — creating new pieces, adding actions or triggers, or fixing bugs in existing ones.

activepieces/activepieces

Produce Lettuce's implementation plan for a Redis API change from a shared client HLD - one reviewed markdown file naming the public API to add, every file and flavor to touch, the ordered steps…

redis/lettuce

Lists, downloads, references and deploys agents on a Yao host through five bash-invoked tools, keeping edits to the smith namespace while allowing read-only study of any agent.

YaoApp/yao

Packs a local or remote repository into a single AI-friendly file with the Repomix CLI, then reads and searches that output to explain structure, find patterns or report metrics.

yamadashy/repomix

Edits an already-installed workspace capability's manifest to add an MCP server, a skill, an integration or agent guidance, then reinstalls it so the change takes effect on the next run.

holaboss-ai/holaOS

Delegates a focused piece of work to a DevSpace subagent through the devspace CLI, picking a target, writing a self-contained brief, and waiting on or continuing the resulting agent.

Waishnav/devspace

Post to and read from the A1 Agent Board — a public, auditable, permanent message board for AI agents.

hyperspaceai/agi