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Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.

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.

HeroUI v3 React component library (Tailwind CSS v4 + React Aria). Use when building UIs with HeroUI — creating Buttons, Modals, Forms, Cards; installing @heroui/react; configuring dark/light themes with oklch variables; or fetching component docs. Keywords: HeroUI, Hero UI, heroui, @heroui/react, @heroui/styles.

Add persistent graph-based memory via mnemon. Agents recall past context before responding and remember insights after each turn.

Add Matrix channel integration via Chat SDK. Works with any Matrix homeserver.

HeroUI Native component library for React Native (Tailwind v4 via Uniwind). Use when building mobile UIs with HeroUI Native — creating Buttons, Cards, TextFields, Dialogs; installing heroui-native; configuring dark/light themes; or fetching component docs. Keywords: HeroUI Native, heroui-native, React Native UI, Uniwind, mobile components.

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 Linear channel integration via Chat SDK. Issue comment threads as conversations.

HeroUI v2 to v3 migration guide for agents. Use when migrating HeroUI v2 apps to v3, upgrading components, or accessing migration documentation. Keywords: HeroUI migration, v2 to v3, migration guide, upgrade HeroUI.

Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki".

Add iMessage channel integration via Chat SDK. Local (macOS) or remote (Photon API) mode.

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.

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 GitHub channel integration via Chat SDK. PR and issue comment threads as conversations.

Classify WIT interface changes as breaking or non-breaking against frozen version markers. Use this skill when the user wants to check WIT breaking changes, review a WIT diff, verify whether a WIT change is breaking, or run a WIT compat check. Trigger on: 'check WIT breaking changes', 'review WIT diff', 'is this WIT change breaking', 'WIT compat check'.

Add Google Chat channel integration via Chat SDK.

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.

Advisory architecture review of a PR diff. Validates dependency direction, trait boundary compliance, extension pattern conformance, and crate placement against AGENTS.md and FND-001. Posts a non-blocking comment; never gates merge. Trigger on: 'arch-check #N', 'architecture check #N'.

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.

Add Discord bot channel integration via Chat SDK.

Human-reviewer co-pilot for ZeroClaw PR reviews. Use this skill when the user wants to review a specific PR as themselves, re-review a PR after author changes, work through a queue of PRs, check what's still open on a PR, or post a formal review verdict. Trigger on: 'review 1234', 'can you look at PR #1234', 're-review 1234', 'check 1234', 'what's still open on 1234', 'go through the queue', 'next PR', 'review the open PRs'. This skill posts reviews in the voice of the active gh account holder using gh CLI.

Add DeltaChat channel integration via @deltachat/stdio-rpc-server. Native adapter — no Chat SDK bridge. Email-based messaging with end-to-end encryption.

Add a monitoring dashboard to NanoClaw. Installs @nanoco/nanoclaw-dashboard and a pusher that sends periodic JSON snapshots.

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.

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).

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.

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'.

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.

Container-side agent runner for NanoClaw

Multi-agent orchestration system for Claude Code

Context persistence, restoration, and long-running conversation management

Content marketing strategy, web research, and information synthesis for marketing operations

Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement

Multi-perspective code analysis covering architecture, security, and best practices

Technical debt reduction, dependency updates, and code refactoring automation

Code cleanup, refactoring automation, and technical debt management with context restoration

Documentation generation, code explanation, and technical writing with automated doc generation and tutorial creation

Cloud architecture design for AWS/Azure/GCP/OCI, Kubernetes cluster configuration, Terraform infrastructure-as-code, hybrid cloud networking, and multi-cloud cost optimization

CI/CD pipeline configuration, GitHub Actions/GitLab CI workflow setup, and automated deployment pipeline orchestration

Comprehensive C4 architecture documentation workflow with bottom-up code analysis, component synthesis, container mapping, and context diagram generation

Business metrics analysis, KPI tracking, financial reporting, and data-driven decision making

Guides developers from brand discovery through iterative design to deployment-ready HTML via Stitch.

Smart contract development with Solidity, DeFi protocol implementation, NFT platforms, and Web3 application architecture

PreToolUse hook that prevents AI agents from using --no-verify, --no-gpg-sign, and other bypass flags that skip git hooks

Production-ready workflow orchestration with 91 marketplace plugins, 199 local specialized agents, and 162 local skills - optimized for granular installation and minimal token usage

Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development

API security hardening, authentication implementation, authorization patterns, rate limiting, and input validation

Application profiling, performance optimization, and observability for frontend and backend systems