Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add lexler/skill-factory --skill launching-agent-teamsgit clone --depth 1 https://github.com/lexler/skill-factoryWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/lexler/skill-factory/launching-agent-teams)<a href="https://agentmods.dev/skills/lexler/skill-factory/launching-agent-teams"><img src="https://agentmods.dev/badge/skills/lexler/skill-factory/launching-agent-teams/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/lexler/skill-factory/launching-agent-teams"><img src="https://agentmods.dev/badge/skills/lexler/skill-factory/launching-agent-teams.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Agent Snooping · line 17 Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
- medium Rogue Agent · line 3 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00035 | $0.01158 |
| Opus 5 | $0.00017 | $0.00579 |
| Sonnet 5 | $0.00007 | $0.00232 |
| Haiku 4.5 | $0.00003 | $0.00116 |
Grade B, and why
launching-agent-teams scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
Agent teams are experimental. The user must have this in their settings (`~/.claude/settings.json` or `.claude/settings.json`): Copies of this mod
1 near-identical copy found in the catalogue:
- launching-agent-teams — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
STARTER_CHARACTER = 🚀👥
Setup
Update reference docs to get the latest from Anthropic:
python ${CLAUDE_SKILL_DIR}/scripts/update-docs.py
Prerequisites
Agent teams are experimental. The user must have this in their settings (~/.claude/settings.json or .claude/settings.json):
{
"env": {
"CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS": "1"
}
}
If the flag isn't set, tell the user and offer to add it before proceeding.
Teams vs Subagents — Pick the Right Tool
Before launching a team, confirm it's the right approach:
Use agent teams when:
- Teammates need to communicate with each other
- Work benefits from debate, challenge, or cross-pollination
- Tasks span multiple independent areas (frontend/backend/tests)
- Investigation needs competing hypotheses
Use subagents instead when:
- Workers just report results back (no inter-agent communication)
- Tasks are focused and self-contained
- You want lower token cost
- Sequential dependency between steps
Use git worktrees when:
- You want manual parallel sessions without automated coordination
If the task fits subagents better, say so and offer that instead.
Launching a Team
1. Clarify the Work
Before spawning anything, understand:
- What's the goal?
- What are the independent pieces?
- What would each teammate own?
2. Decompose Into Roles
Each teammate should own a distinct, non-overlapping area. Overlap causes file conflicts and wasted tokens.
Aim for 3-5 teammates. More than that creates coordination overhead that rarely pays off. Each teammate should have 5-6 tasks to stay productive.
Anti-patterns:
- Two teammates editing the same file
- A teammate with only one small task (just do it yourself)
- Roles so broad they inevitably overlap
3. Size Tasks Appropriately
- Too small: coordination overhead exceeds the benefit
- Too large: teammates work too long without check-ins
- Right size: self-contained units with a clear deliverable (a function, a test file, a review document)
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 144 lines · 35 tokens per session scan B 79f6b2de8771
launching-agent-teams is a skill published in the GitHub repository lexler/skill-factory (234 stars, last pushed 15d ago), licensed Apache-2.0. It adds 35 tokens to every session and 1,158 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…