swarmclaw
Manage your SwarmClaw agent fleet, create and assign tasks, check agent and session status, trigger workflows, and orchestrate multi-agent work from chat. Use when asked to dispatch work to other agents, check what agents are doing, run diagnostics, or coordinate across a SwarmClaw dashboard instance.
Best use case
swarmclaw is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Manage your SwarmClaw agent fleet, create and assign tasks, check agent and session status, trigger workflows, and orchestrate multi-agent work from chat. Use when asked to dispatch work to other agents, check what agents are doing, run diagnostics, or coordinate across a SwarmClaw dashboard instance.
Teams using swarmclaw should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/swarmclaw/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How swarmclaw Compares
| Feature / Agent | swarmclaw | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Manage your SwarmClaw agent fleet, create and assign tasks, check agent and session status, trigger workflows, and orchestrate multi-agent work from chat. Use when asked to dispatch work to other agents, check what agents are doing, run diagnostics, or coordinate across a SwarmClaw dashboard instance.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
## Overview SwarmClaw is a self-hosted AI agent orchestration dashboard. This skill gives you CLI access to manage agents, tasks, sessions, schedules, and memory across a SwarmClaw instance. Install the CLI: ```bash npm i -g @swarmclawai/swarmclaw ``` Authentication uses `SWARMCLAW_ACCESS_KEY` (preferred) or CLI key flags. Default URL is `http://localhost:3456`; override with `SWARMCLAW_URL`, `--url` (legacy commands), or `--base-url` (API-mapped commands). Use machine-readable output when parsing command results: - `--raw` for legacy commands - `--json` for API-mapped commands ## Setup 1. Install: `npm i -g @swarmclawai/swarmclaw` 2. Set env var: `export SWARMCLAW_ACCESS_KEY=<your-key>` (shown in terminal on first run) 3. Full docs: https://swarmclaw.ai/docs — CLI reference: https://github.com/swarmclawai/swarmclaw ## Multi-Gateway Fleet Management SwarmClaw can connect to multiple OpenClaw gateways at the same time. Each SwarmClaw agent can target a different gateway, including one local and several remote instances. This skill’s commands operate through the SwarmClaw control plane, so your agent/task/session actions apply across the fleet view. Use it when you need status and task coordination across more than one OpenClaw instance. ## Commands Agents: - `swarmclaw agents list` — list all agents with IDs, names, providers, status ```bash swarmclaw agents list --raw ``` - `swarmclaw agents get <agentId>` — get full details for a specific agent ```bash swarmclaw agents get <agentId> --raw ``` Tasks: - `swarmclaw tasks create --title "..." --description "..." --agent-id <agentId>` — create and assign a task ```bash swarmclaw tasks create --title "Analyse competitor pricing" --description "Research and compare competitor pricing strategies, identify gaps and opportunities" --agent-id <agentId> --raw ``` - `swarmclaw tasks list` — list all tasks with status ```bash swarmclaw tasks list --raw ``` Sessions: - `swarmclaw sessions list` — list active sessions ```bash swarmclaw sessions list --raw ``` - `swarmclaw sessions chat <id> --message "..."` — send a message to an existing session ```bash swarmclaw sessions chat <id> --message "Give me a status update" --raw ``` Memory: - `swarmclaw memory maintenance` — run memory maintenance analysis ```bash swarmclaw memory maintenance --raw ``` Diagnostics: - `swarmclaw setup doctor` — run system diagnostics and report issues ```bash swarmclaw setup doctor --raw ``` Version: - `swarmclaw version check` — check current version and update status ```bash swarmclaw version check --raw ``` ## Rules 1. Always verify an agent ID exists by running `agents list` before creating tasks for it. 2. Never pass the access key as a CLI argument in visible output — rely on the `SWARMCLAW_ACCESS_KEY` env var. 3. If the SwarmClaw instance is unreachable, run `swarmclaw setup doctor` and report the findings before retrying. 4. When the user says "dispatch work", "get X agent to do Y", or "assign this to", use `tasks create` to assign the work to the appropriate agent. 5. When the user asks "what's running", "agent status", or "what are my agents doing", combine output from `agents list` and `sessions list` to give a full picture. 6. For complex multi-step orchestration, create individual tasks rather than chaining commands. 7. Use `--raw`/`--json` output modes when you need to parse command output for further processing. 8. Do not run commands that modify or delete agents without explicit user confirmation. ## Examples Dispatch work to another agent: User says: "Get my research agent to analyse competitor pricing" ```bash swarmclaw agents list --raw swarmclaw tasks create --title "Analyse competitor pricing" --description "Research and compare competitor pricing strategies, identify gaps and opportunities" --agent-id <research-agent-id> --raw ``` Then confirm the task was created and the agent will pick it up. Check fleet status: User says: "What are all my agents doing right now?" ```bash swarmclaw agents list --raw swarmclaw sessions list --raw ``` Then summarize which agents are idle, which have active sessions, and any tasks in progress. Run diagnostics: User says: "Something seems wrong with SwarmClaw" ```bash swarmclaw setup doctor --raw ``` Then report issues found and suggest fixes based on the doctor output. Check agents across gateways: User says: "What's happening across all my OpenClaw instances?" ```bash swarmclaw agents list --raw ``` Then use the output to identify agents across multiple gateways with their connection status, and summarize which gateways are healthy and which agents are active on each.
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