Inventory

Inventory

Discover what the toolkit can do before you build — skills, agents, loops, MCP, and platform support — via agent-toolkit inventory, matrix, build --check, and skills list.

When to use

• User asks "what can agent-toolkit do?", "what skills are available?", or "is there a skill for X".
• Before starting delivery: check which workflow (delivery/*), forge (github-cli-workflow), or ops (swarm) skills apply.
• After agent-toolkit install — verify what was deployed and what needs mcp setup.
• Before running build or plugin — understand target support via matrix.

Workflow

1. List everything

agent-toolkit inventory              # skills (61), agents (16), loops (10), products
agent-toolkit matrix                 # platform capability matrix (claude-code, cursor, opencode, etc.)
agent-toolkit skills list            # grouped by domain (core, ops, forge, etc.)
agent-toolkit skills list --domain ops  # filter
agent-toolkit loops --help 2>&1 | head

inventory now shows 61 skills across 9 domains including the new swarm family:

• ops/swarm, ops/swarm-observer, ops/swarm-handoff, tooling/herdr, forge/worktree, core/workspace, core/project, integrations/mcp, tooling/inventory.

2. Inspect a skill or agent

agent-toolkit skills validate        # all 61 should be ✓
muse skills validate ~/.ai-workspace/.agents/skills/swarm --json | jq .valid
cat skills/ops/swarm/SKILL.md | head -n 20
cat agents/code-reviewer/AGENT.md | head -n 20
ls plugins/  # agent-toolkit-core, agent-toolkit-forge, etc. — each maps skills+agents to targets

3. Check readiness before delivery

agent-toolkit doctor
agent-toolkit mcp doctor
agent-toolkit swarm doctor           # herdr/tmux + runner model profiles
agent-toolkit build --check          # validate compilation without writing plugins/

4. After adding skills (host vs checkout)

Host / installed toolkit (consumers): use the CLI only — do not expect repo-root scripts/ (it is not installed to XDG/wheel):

agent-toolkit skills validate
agent-toolkit skills list --domain ops
agent-toolkit inventory
agent-toolkit install --dry-run

Maintainer / repo checkout only (CI or local clone of agent-toolkit): regenerate catalogs and package data from the monorepo root:

v run scripts/generate-catalogs.vsh          # regenerate catalogs/*.yaml
bash scripts/prepare-package-data.sh         # sync skills/catalogs into packages/pypi/.../data/
agent-toolkit skills validate

Delegates to

| Need | Skill | |------|-------| | Use a discovered skill | assistant (discovery), swarm (orchestration), workspace (context) | | Install or sync to a tool | mcp (providers), herdr (UI) | | Build error after inventory | build-error-resolver agent |

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: ulises-jeremias
• Source: ulises-jeremias/agent-toolkit
• License: MIT
• Homepage: https://ulises-jeremias.github.io/agent-toolkit-archive/

Install and usage instructions live in the source repository linked above.