Agent skill

Agent Swarm Workflow

by aiskillstore in aiskillstore/marketplace

Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV.

No licenceAuto-check passedAgent Workflows

Install Agent Swarm Workflow

skills CLI
$ npx skills add aiskillstore/marketplace --skill agent-swarm-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace agent-swarm-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dicklesworthstone/agent-swarm-workflow .claude/skills/agent-swarm-workflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
agent-swarm-workflow
GitHub stars
430
Used in
1 other repo
Token cost
~4.4k tokens
SKILL.md length
610 words
Files
2
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV.

  • Works in 5 steps: Comprehensive plan created (see… → Polished beads ready (see beads-workflow… → AGENTS.md configured with all tool blurbs → …
  • Tasks that involve Multi-agent orchestration
  • SKILL.md covers Prerequisites, The Swarm Architecture, Starting the Swarm and THE EXACT PROMPT — Initial…, plus 8 more sections
  • Calls jq

What it does

Agent Swarm Workflow is an agent skill from aiskillstore/marketplace. Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used.

Its SKILL.md is about 4.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in Agent Workflows, covering Multi-agent orchestration. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Tasks that involve Multi-agent orchestration

Example prompts

  • “/agent-swarm-workflow”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Comprehensive plan created (see planning-workflow skill)
  2. Polished beads ready (see beads-workflow skill)
  3. AGENTS.md configured with all tool blurbs
  4. Agent Mail server running (am or ~/projects/mcp_agent_mail/scripts/run_server_with_token.sh)
  5. NTM available for session management

What it can do on your machine

Read from SKILL.md and the folder at commit 755bc35. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Agent Swarm Workflow loads about 4.4k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 610 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~4.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 610 words (~4,374 tokens).

name
agent-swarm-workflow

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/dicklesworthstone/agent-swarm-workflow of aiskillstore/marketplace.

  • SKILL.md
  • skill-report.json

Open the folder on GitHubat commit 755bc35

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Agent Swarm Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Agent Swarm Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Agent Swarm Workflow this skillaiskillstore/marketplace4301 repos~4.4kAutomated safety check: PassNone
Orca CLIstablyai/orca88k2 repos~593Automated safety check: PassMIT
Paseo Advisor Second Opiniongetpaseo/paseo20k1 repos~756Automated safety check: PassCustom licence
O2 Review Loopopenobserve/openobserve22k—~3.7kAutomated safety check: PassAGPL-3.0
Paseo Committeegetpaseo/paseo20k1 repos~496Automated safety check: PassCustom licence
Mission Control Agent APIbuilderz-labs/mission-control6.3k—~2.1kAutomated safety check: PassMIT

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Categories

Questions about Agent Swarm Workflow

What does Agent Swarm Workflow do?

Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. Agent Swarm Workflow is an agent skill from aiskillstore/marketplace. Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV.

When should I use Agent Swarm Workflow?

Agent Swarm Workflow fits situations like: tasks that involve Multi-agent orchestration.

How do I install Agent Swarm Workflow in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill agent-swarm-workflow -a claude-code`. Or copy the skill folder (skills/dicklesworthstone/agent-swarm-workflow in aiskillstore/marketplace) into .claude/skills/agent-swarm-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Agent Swarm Workflow in Codex?

Run `npx skills add aiskillstore/marketplace --skill agent-swarm-workflow -a codex`. Or copy the skill folder (skills/dicklesworthstone/agent-swarm-workflow in aiskillstore/marketplace) into .agents/skills/agent-swarm-workflow in your project. Codex loads it when a task matches its description.

Can I use Agent Swarm Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill agent-swarm-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-swarm-workflow, .gemini/skills/agent-swarm-workflow, .github/skills/agent-swarm-workflow and .opencode/skills/agent-swarm-workflow in your project.

What does Agent Swarm Workflow need to run?

Going by SKILL.md and its folder, Agent Swarm Workflow needs the command-line tools its instructions call (jq). Our summary lists: Python 3.

Does Agent Swarm Workflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Agent Swarm Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Agent Swarm Workflow use?

No licence was found for Agent Swarm Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Agent Swarm Workflow use?

About 4.4k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Agent Swarm Workflow?

Skills that share tags, products or a category with Agent Swarm Workflow: Orca CLI (stablyai/orca, 88k stars), Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars), O2 Review Loop (openobserve/openobserve, 22k stars) and Paseo Committee (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agent Swarm Workflow?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.