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 xg-gh-25/SwarmAI --skill s_swarm-releasegit clone --depth 1 https://github.com/xg-gh-25/SwarmAIWrote 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/xg-gh-25/swarmai/s_swarm-release)<a href="https://agentmods.dev/skills/xg-gh-25/swarmai/s_swarm-release"><img src="https://agentmods.dev/badge/skills/xg-gh-25/swarmai/s_swarm-release/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/xg-gh-25/swarmai/s_swarm-release"><img src="https://agentmods.dev/badge/skills/xg-gh-25/swarmai/s_swarm-release.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00085 | $0.00261 |
| Opus 5 | $0.00043 | $0.00130 |
| Sonnet 5 | $0.00017 | $0.00052 |
| Haiku 4.5 | $0.00009 | $0.00026 |
Grade A, and why
swarm-release scanned grade A with 0 findings 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 8d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Swarm Release
Full release cycle for SwarmAI desktop app. Read INSTRUCTIONS.md before proceeding.
Project Guard: This skill is SwarmAI-only. If the active project is NOT SwarmAI, ABORT with: "s_swarm-release is SwarmAI-only. Other projects have their own release process."
Readiness Gate: Release readiness = the R6 quality gate (local Build + affected Tests green + changes verified in the running system), NOT commit count. AGENT.md R11: "There is no commit-count threshold — a batch is shippable when it's qualified, however many commits it took." Commit count is informational (release-notes scope) only.
What ships with it
1 file 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.
- 8d ago First seen · 21 lines · 85 tokens per session scan A c2adac69505f
swarm-release is a skill published in the GitHub repository xg-gh-25/SwarmAI (44 stars, last pushed 4d ago), licensed MIT. It adds 85 tokens to every session and 261 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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