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Animus Skills

The fastest way to turn Claude Code (or Codex, OpenCode, Cursor) into an autonomous engineering team that ships PRs while you sleep.

Animus is a Rust agent orchestrator. A daemon dispatches workflows from a queue, spawns Claude / Codex / Gemini sessions in isolated worktrees, runs your tests, opens PRs, and reviews them — on cron, on demand, or in response to events. animus-skills is the skill bundle that teaches your agent how to drive it.

You point a fresh agent at this README. It installs the CLI, links the skills, wires up MCP, and you start running workflows in about a minute.

Who this is for:

  • Solo builders who want 5–15 parallel sprints running across their repos
  • Small teams who need a self-hosted, auditable orchestrator (no cloud lock-in)
  • Agent power users who already use Claude Code / Codex / Cursor and want a real backend

Quick start

  1. Install (30 seconds — see below)
  2. cd into any repo and run /animus-setup — scaffolds .ao/, writes a first workflow, starts the daemon
  3. /animus-getting-started — creates your first task and runs it end-to-end
  4. animus daemon stream — watch the agent work in real time
  5. Stop here. If you can run a workflow on a real task, you'll know if Animus is for you.

Install — 30 seconds

Requirements: Claude Code (or Codex / OpenCode / Cursor), Git, bash, curl. Animus itself is a single Rust binary — no Node, no Python, no Docker.

One paste, any agent

Open a fresh Claude Code session and paste this. The agent does the rest — clones the repo, installs the animus CLI, links every skill into your host's skill directory, and writes .mcp.json if you're inside a project:

Install Animus + Animus Skills: run git clone --single-branch --depth 1 https://github.com/launchapp-dev/animus-skills.git ~/.claude/skills/animus-skills && cd ~/.claude/skills/animus-skills && ./setup, then add an "Animus" section to CLAUDE.md (or AGENTS.md for Codex) listing the available slash commands: /animus-setup, /animus-bootstrap, /animus-getting-started, /animus-mcp-setup, /animus-workflow-authoring, /animus-pack-authoring, /animus-skill-authoring, /animus-troubleshooting. Restart the agent so the new MCP server (animus) is picked up.

For Codex CLI, swap the clone path to ~/.codex/skills/animus-skills and AGENTS.md instead of CLAUDE.md.

Power user — explicit script

git clone https://github.com/launchapp-dev/animus-skills.git ~/animus-skills
cd ~/animus-skills && ./setup            # auto-detects installed hosts
./setup --host claude        # only Claude Code
./setup --host codex         # only Codex
./setup --host all           # every supported host (claude, codex, opencode, cursor, slate, kiro)
./setup --no-cli             # skip the animus CLI install (use existing binary)
./setup --no-mcp             # skip writing .mcp.json into the current project

The script:

  1. Installs the animus CLI to ~/.local/bin/animus if it's not already on PATH.
  2. Symlinks each skill into the host's skill directory (e.g. ~/.claude/skills/<skill-name>, ~/.codex/skills/<skill-name>). Hosts discover skills flat as <host-skills-dir>/<name>/SKILL.md, so the script links one level down rather than the whole repo.
  3. Writes a project-local .mcp.json exposing the animus MCP server (skipped if one already exists or you pass --no-mcp).

Claude Code marketplace (alternative)

/plugin marketplace add launchapp-dev/animus-skills

This skips the CLI install and MCP wiring — pair it with a manual curl -fsSL https://raw.githubusercontent.com/launchapp-dev/ao/main/install.sh | bash if you don't already have animus.

See it work

You:    /animus-setup
Claude: [scaffolds .ao/, writes config.json, generates a first workflow YAML,
         starts the daemon, verifies MCP is reachable]

You:    Create a task to add rate limiting to the /api/upload endpoint.
Claude: [calls animus.task.create — task TASK-001 enqueued]

You:    Run it.
Claude: [calls animus.workflow.run — daemon picks up TASK-001, spawns a
         Claude session in an isolated worktree, runs the standard pipeline:
         research → plan → implement → test → review → PR]

You:    animus daemon stream
        [live JSONL — phase transitions, model calls, test runs, git ops]

You:    Now schedule a nightly retro across all my repos.
Claude: [edits .ao/workflows/retro.yaml, adds a cron schedule, restarts daemon]

Every step is replayable from the queue — pause, resume, drop, reorder, hold. Failed phases are sticky (the daemon won't silently retry and burn API credits). Outputs land in ~/.ao/<repo-scope>/runs/ so you can audit exactly what each model did.

Slash commands

Command What it does
/animus-setup Bootstraps Animus in the current project — .ao/ config, MCP wiring, first workflow, daemon start
/animus-bootstrap Full project bootstrap — interviews you, writes VISION.md + AGENT_PRINCIPLES.md + agents/phases/workflows/schedules YAML + scripts + a runnable first task
/animus-getting-started First task, first workflow run, core concepts
/animus-mcp-setup Write or repair .mcp.json so any MCP-aware agent can drive Animus
/animus-workflow-authoring Write or edit workflow YAML — agents, phases, model registries, schedules
/animus-pack-authoring Build installable workflow packs — pack.toml, runtime overlays, MCP descriptors
/animus-skill-authoring Author Animus skills — prompts, tool policies, capabilities, adapters
/animus-troubleshooting Daemon crashes, workflow failures, queue problems, merge conflicts

Auto-invoked reference skills

These load automatically when the conversation needs them — you don't type a slash command:

Skill Loaded when...
animus-configuration …you ask about .ao/, daemon config, agent runtime, env vars, state layout
animus-task-management …creating, listing, updating, blocking, or bulk-editing tasks
animus-daemon-operations …starting, stopping, monitoring, or debugging the daemon
animus-queue-management …enqueueing, holding, releasing, dropping, or reordering work
animus-mcp-tools …the agent needs an exact animus.* MCP tool name or parameter shape
animus-workflow-patterns …authoring pipelines — QA gates, command phases, conflict resolution, CI checks
animus-agent-personas …configuring product-lifecycle agents (PO, architect, auditor, docs-writer, devops)
animus-mcp-servers-for-agents …connecting agents to Context7, package-version, sequential-thinking, memory, or GitHub MCP

Multi-host

./setup auto-detects which agents are installed. Force one with --host:

Agent Flag Skills install to
Claude Code --host claude ~/.claude/skills/animus-*/
OpenAI Codex CLI --host codex ~/.codex/skills/animus-*/
OpenCode --host opencode ~/.config/opencode/skills/animus-*/
Cursor --host cursor ~/.cursor/skills/animus-*/
Slate --host slate ~/.slate/skills/animus-*/
Kiro --host kiro ~/.kiro/skills/animus-*/
All of the above --host all every directory above

What you actually get

After setup you have:

  • animus CLI at ~/.local/bin/animus — ~30 subcommand groups (task, workflow, queue, daemon, agent, runner, vision, requirements, architecture, mcp, web, tui, doctor, …)
  • A daemon that runs in the background, dispatches workflows from a queue, and manages agent processes in isolated worktrees
  • An MCP server (animus mcp serve) that exposes ~80 typed tools — your agent calls them directly instead of shelling out
  • Project-local config in .ao/ (workflow YAML, daemon settings) — checked in, sharable with teammates
  • Scoped runtime state in ~/.ao/<repo-scope>/ — runs, artifacts, compiled config — never pollutes your repo
  • A web UI (animus web) for queue inspection, run replay, and live event streaming — React 18, embedded in the binary

Workflows are battle-tested across 150+ autonomous PRs (see animus-workflow-patterns). Bundled examples in .ao/workflows/: standard (research → plan → impl → test → review → PR), hotfix (skip research, fast-path), research (no code changes), and a custom template.

Troubleshooting

Skill not showing up? cd ~/.claude/skills/animus-skills && ./setup

Stale install after upgrade? Re-run ./setup — it auto-cleans dangling symlinks from earlier versions.

MCP tools missing in Claude / Codex? Restart your agent so it picks up the new .mcp.json. Verify with animus mcp serve --help to confirm the binary is on PATH.

Daemon won't start? animus doctor runs a full health check (binary, paths, git, repo scope, queue lock). For everything else, /animus-troubleshooting.

Agent says "Cannot be launched inside another Claude Code session"? The daemon inherits CLAUDECODE=1 from a parent Claude Code shell. Start it from a clean terminal, or prefix with env -u CLAUDECODE animus daemon start.

Want shorter command names? All slash commands use the animus- prefix on purpose — to avoid colliding with other skill packs (gstack, etc.). If you don't run other packs and want to drop the prefix, edit your host's skill directory directly (the symlinks are easy to rename).

Uninstall

# 1. Stop the daemon in any project where it's running
animus daemon stop

# 2. Remove the skill symlinks from each host
find ~/.claude/skills ~/.codex/skills ~/.cursor/skills ~/.config/opencode/skills \
  -maxdepth 1 -type l 2>/dev/null | while read -r link; do
  case "$(readlink "$link" 2>/dev/null)" in *animus-skills/skills/*) rm -f "$link" ;; esac
done

# 3. Remove the clone and the CLI
rm -rf ~/.claude/skills/animus-skills ~/animus-skills
rm -f ~/.local/bin/animus

# 4. (Optional) Remove scoped runtime state — runs, artifacts, compiled config
rm -rf ~/.ao

Per-project: rm -rf .ao .mcp.json (only if .mcp.json was Animus-only — check before deleting if you have other MCP servers wired).

License

MIT. Use it, fork it, ship with it.

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AI skills for the AO agent orchestrator CLI

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