Multi-agent workflows, orchestration frameworks, and autonomous runs.
Tools for running more than one agent, or one agent for longer than a single turn. This covers orchestration frameworks that split work across sub-agents, planning loops that decompose a task before executing it, handoff patterns, and harnesses that keep long autonomous runs from drifting. Useful when a job is too big for one prompt and you need structure rather than a bigger context window.
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Comprehensive C4 architecture documentation workflow with bottom-up code analysis, component synthesis, container mapping, and context diagram generation
API testing automation, request mocking, OpenAPI documentation generation, observability setup, and monitoring
Help users operate and interact with their ZeroClaw agent instance — through both the CLI (zeroclaw commands) and the REST/WebSocket gateway API. Use this skill whenever the user wants to: send messages to ZeroClaw, manage memory or cron jobs, check system status, configure channels or providers, hit the gateway API, troubleshoot their ZeroClaw setup, build from source, or do anything involving the zeroclaw binary or its HTTP endpoints. Trigger this even if the user just says things like 'check my agent status', 'schedule a reminder', 'store this in memory', 'list my cron jobs', 'send a message to my bot', 'set up Telegram', 'build zeroclaw', or 'my bot is broken' — these are all ZeroClaw operations.
Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development
Documentation generation, code explanation, and technical writing with automated doc generation and tutorial creation
Changelog generation skill for ZeroClaw releases. Use this skill when the user wants to generate a changelog, prepare release notes, or summarize what changed between versions. Trigger on: 'generate changelog', 'changelog for v0.7.x', 'prepare release notes', 'what changed since <tag>', 'write the changelog', 'CHANGELOG-next', 'release notes for the next release'.
Issue triage and lifecycle management agent for ZeroClaw. Use this skill whenever the user wants to: triage open issues, close stale/duplicate/fixed issues, apply labels, run a backlog sweep, enforce the RFC stale policy, or handle a specific issue. Trigger on: 'triage issues', 'issue triage', 'sweep issues', 'close stale issues', 'handle issue #N', 'backlog sweep', 'label issues', 'stale pass', 'wont-fix pass', 'issue accounting', 'how many issues', 'backlog health', or any request involving issue lifecycle management for the ZeroClaw project.
Telegram channel for Claude Code — messaging bridge with built-in access control. Manage pairing, allowlists, and policy via /telegram:access.
Discord channel for Claude Code — messaging bridge with built-in access control. Manage pairing, allowlists, and policy via /discord:access.
Add Resend (email) channel integration via Chat SDK.
Localhost iMessage-style web chat for Claude Code — test surface with file upload and edits. No tokens, no access control.
Add Gmail as an MCP tool (read, search, send, label, draft) using OneCLI-managed OAuth. The agent gets Gmail tools in every enabled group; OneCLI injects real tokens at request time so no raw credentials are ever in the container or on disk in usable form.
Add clidash — a zero-dependency, read-only web dashboard that derives its tabs and tables at runtime from any CLI that lists resources as JSON. Ships pre-wired for NanoClaw's ncl CLI (agent groups, sessions, channels, users, roles), plus message-activity charts, a log tail, and a read-only file viewer for group skills/CLAUDE.md/profiles.
🤗 smolagents: a barebones library for agents. Agents write python code to call tools or orchestrate other agents.
Add Google Chat channel integration via Chat SDK.
Add DeltaChat channel integration via @deltachat/stdio-rpc-server. Native adapter — no Chat SDK bridge. Email-based messaging with end-to-end encryption.
Transform your command-line AI agent into a modern, efficient AI Chat interface.
Install rtk token-compression proxy into agent containers. Routes Bash tool calls through rtk for 60–90% token savings on dev commands (git, cargo, pytest, docker, kubectl, etc.).
Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.
Universal release workflow. Auto-detects version files and changelogs. Supports Node.js, Python, Rust, Claude Plugin, GitHub Releases, annotated tags, historical release backfill, and generic projects. Use when user says "release", "发布", "new version", "bump version", "push", "推送", "release notes", "GitHub Release", or "回填 Release".
Add Discord bot channel integration via Chat SDK.
Add a monitoring dashboard to NanoClaw. Installs @nanoco/nanoclaw-dashboard and a pusher that sends periodic JSON snapshots.
Brainstorm, plan, debug, review, and compound learnings with AI agents
Route a NanoClaw agent group to a local Ollama model instead of the Anthropic API. Ollama speaks the Anthropic API natively (v1/messages), so no provider code changes are needed — just env var overrides and a model setting. Use when the user wants to run their agent locally, cut API costs, or experiment with open-weight models. See docs/ollama.md for background.
Add Signal channel integration via signal-cli TCP daemon. Native adapter — no Chat SDK bridge.
Demo: prints model reasoning steps to stdout
Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.
Add Matrix channel integration via Chat SDK. Works with any Matrix homeserver.
Demo: logs tool calls with execution timing to a trace file
Add iMessage channel integration via Chat SDK. Local (macOS) or remote (Photon API) mode.
Container-side agent runner for NanoClaw
Generate and edit images using OpenAI GPT Image 2 model
Add Emacs as a channel. Opens an interactive chat buffer and org-mode integration so you can talk to NanoClaw from within Emacs (Doom, Spacemacs, or vanilla). Local HTTP bridge — no bot token or external service needed.
Use Codex (OpenAI's codex app-server) as a full agent provider — planning, tool orchestration, MCP tools, server-side history, session resume — alongside or instead of Claude. ChatGPT subscription or OpenAI API key, vault-only via OneCLI. Per-group via ncl groups config update --provider codex. Distinct from using OpenAI as an MCP tool (where Claude remains the planner).
Generate and edit images using Alibaba Qwen-Image models
Add a macOS menu bar status indicator for NanoClaw. Shows a bolt icon with a green/red dot indicating whether NanoClaw is running, with Start, Stop, and Restart controls. macOS only.
Add GitHub channel integration via Chat SDK. PR and issue comment threads as conversations.
CloudPaw —— QwenPaw 云能力增强插件。用自然语言描述需求，自动完成从资源创建到应用部署的全流程。安装后请完成以下配置：1) 在「环境变量」中配置阿里云 AK-SK（ALIBABACLOUDACCESSKEYID / ALIBABACLOUDACCESSKEYSECRET）；2) 安装完成后请刷新当前页面以加载插件。
Add Google Calendar as an MCP tool (list calendars, list/search/create events, free/busy queries) using OneCLI-managed OAuth. Multi-calendar and multi-account supported. Mirrors /add-gmail-tool's stub pattern — no raw credentials ever reach the container; OneCLI injects real tokens at request time.
Use OpenCode as an agent provider. OpenRouter, OpenAI, Google, DeepSeek, etc. via OpenCode config — not the Anthropic Agent SDK. Per group via ncl groups config update --provider opencode; host passes OPENCODE_* and XDG mount when spawning containers.
Emit QwenPaw backend lifecycle events to QwenPaw Pet Desktop.
Add Linear channel integration via Chat SDK. Issue comment threads as conversations.
Cua (Computer Use Agent) mono-repo
Server component for the Computer-Use Interface (CUI) framework powering Cua
Sandboxed, co-op computer-use agents
Unified CLI for CUA - Computer-Use Agents
MCP Server for Computer-Use Agent (Cua)
[DEPRECATED] Command-line interface for Cua cloud sandboxes and authentication. Use pip install cua-cli instead.