Agent skill

Launch AI Team

by ruvnet in ruvnet/ruflo

Turn a reviewed goal into a bounded RuFlo AI team, run, and task plan without external side effects.

MITAuto-check passed

Install Launch AI Team

skills CLI
$ npx skills add ruvnet/ruflo --skill launch-ai-team -a claude-code

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

GitHub CLI
$ gh skill install ruvnet/ruflo launch-ai-team --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/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ruflo-ai-team/skills/launch-ai-team .claude/skills/launch-ai-team && 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
launch-ai-team
GitHub stars
74k
Token cost
~219 tokens
SKILL.md length
81 words
Files
1
Skills in repo
264
Repo updated
First seen
Licence
MIT

At a glance

Turn a reviewed goal into a bounded RuFlo AI team, run, and task plan without external side effects.

  • Works in 6 steps: Clarify the outcome, acceptance… → Read the available templates and propose… → Show the team, tasks, budget, risks, and… → …
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Launch AI Team is an agent skill from ruvnet/ruflo. Turn a reviewed goal into a bounded RuFlo AI team, run, and task plan without external side effects.

Its SKILL.md is about 220 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.

Example prompts

  • “/launch-ai-team”

Requirements

  • Pre-approved tools (allowed-tools): mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_templates_list, mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_create, mcp__plugin_ruflo-ai-team_ruflo-ai-team__run_create, mcp__plugin_ruflo-ai-team_ruflo-ai-team__task_create

Workflow steps

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

  1. Clarify the outcome, acceptance criteria, constraints, deadline, and maximum units.
  2. Read the available templates and propose no more than three roles.
  3. Show the team, tasks, budget, risks, and what this version cannot execute.
  4. Create the team only after the user accepts the plan.
  5. Create a run and bounded tasks. Do not imply that recording a task executed it.
  6. Never send, publish, deploy, purchase, reveal secrets, or run arbitrary commands through this skill.

What it can do on your machine

Read from SKILL.md and the folder at commit 58e0ae7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_templates_list
    • mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_create
    • mcp__plugin_ruflo-ai-team_ruflo-ai-team__run_create
    • mcp__plugin_ruflo-ai-team_ruflo-ai-team__task_create

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    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

Launch AI Team loads about 219 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 81 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~219

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

The full file from ruvnet/ruflo at commit 58e0ae7, republished under its MIT licence (© ruvnet). 81 words, ~219 tokens.

Download SKILL.mdSave it as .claude/skills/launch-ai-team/SKILL.md (or your agent's skills folder).
name
launch-ai-team
description
Turn a reviewed goal into a bounded RuFlo AI team, run, and task plan without external side effects.
allowed-tools
mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_templates_list, mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_create, mcp__plugin_ruflo-ai-team_ruflo-ai-team__run_create, mcp__plugin_ruflo-ai-team_ruflo-ai-team__task_create

Launch AI Team

  1. Clarify the outcome, acceptance criteria, constraints, deadline, and maximum units.
  2. Read the available templates and propose no more than three roles.
  3. Show the team, tasks, budget, risks, and what this version cannot execute.
  4. Create the team only after the user accepts the plan.
  5. Create a run and bounded tasks. Do not imply that recording a task executed it.
  6. Never send, publish, deploy, purchase, reveal secrets, or run arbitrary commands through this skill.

© ruvnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in plugins/ruflo-ai-team/skills/launch-ai-team of ruvnet/ruflo.

Open the folder on GitHubat commit 58e0ae7

Compare with similar skills

Launch AI Team 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.

Launch AI Team compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Launch AI Team this skillruvnet/ruflo74k—~219Automated safety check: PassMIT
Product Launch Legal Reviewanthropics/claude-for-legal9.6k2 repos~5kAutomated safety check: PassApache-2.0
Review Pending PR Reviewsnrwl/nx29k—~3.9kAutomated safety check: PassMIT
Reviewthedaviddias/Front-End-Checklist74k—~556Automated safety check: PassMIT
ReviewClickHouse/ClickHouse50k—~8kAutomated safety check: NotesApache-2.0
Docling Pull Request Reviewdocling-project/docling69k—~1kAutomated safety check: PassMIT

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Questions about Launch AI Team

What does Launch AI Team do?

Turn a reviewed goal into a bounded RuFlo AI team, run, and task plan without external side effects. Launch AI Team is an agent skill from ruvnet/ruflo. Turn a reviewed goal into a bounded RuFlo AI team, run, and task plan without external side effects.

How do I install Launch AI Team in Claude Code?

Run `npx skills add ruvnet/ruflo --skill launch-ai-team -a claude-code`. Or copy the skill folder (plugins/ruflo-ai-team/skills/launch-ai-team in ruvnet/ruflo) into .claude/skills/launch-ai-team in your project. Claude Code loads it when a task matches its description.

How do I install Launch AI Team in Codex?

Run `npx skills add ruvnet/ruflo --skill launch-ai-team -a codex`. Or copy the skill folder (plugins/ruflo-ai-team/skills/launch-ai-team in ruvnet/ruflo) into .agents/skills/launch-ai-team in your project. Codex loads it when a task matches its description.

Can I use Launch AI Team 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 ruvnet/ruflo --skill launch-ai-team -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/launch-ai-team, .gemini/skills/launch-ai-team, .github/skills/launch-ai-team and .opencode/skills/launch-ai-team in your project.

What does Launch AI Team need to run?

SKILL.md names no scripts, command-line tools or credentials: Launch AI Team is instructions for the agent only. Its frontmatter pre-approves these tools: mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_templates_list, mcp__plugin_ruflo-ai-team_ruflo-ai-team__team_create, mcp__plugin_ruflo-ai-team_ruflo-ai-team__run_create, mcp__plugin_ruflo-ai-team_ruflo-ai-team__task_create.

Does Launch AI Team 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 Launch AI Team 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 Launch AI Team use?

Launch AI Team is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Launch AI Team use?

About 219 tokens (SKILL.md is roughly 876 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 Launch AI Team?

Skills that share tags, products or a category with Launch AI Team: Product Launch Legal Review (anthropics/claude-for-legal, 9.6k stars), Review Pending PR Reviews (nrwl/nx, 29k stars), Review (thedaviddias/Front-End-Checklist, 74k stars) and Review (ClickHouse/ClickHouse, 50k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Launch AI Team?

ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,159 GitHub stars. The repository holds 264 skills in this directory. The repository was last updated on October 9, 2026.

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