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 swarmauri/swarmauri-sdk --skill swarmauri-add-experimental-standalonegit clone --depth 1 https://github.com/swarmauri/swarmauri-sdkWrote 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/swarmauri/swarmauri-sdk/swarmauri-add-experimental-standalone)<a href="https://agentmods.dev/skills/swarmauri/swarmauri-sdk/swarmauri-add-experimental-standalone"><img src="https://agentmods.dev/badge/skills/swarmauri/swarmauri-sdk/swarmauri-add-experimental-standalone/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/swarmauri/swarmauri-sdk/swarmauri-add-experimental-standalone"><img src="https://agentmods.dev/badge/skills/swarmauri/swarmauri-sdk/swarmauri-add-experimental-standalone.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 | $0.00060 | $0.00363 |
| Opus 5.5 | $0.00024 | $0.00145 |
| Sonnet 5.5 | $0.00012 | $0.00073 |
| Haiku 4.5 | $0.00006 | $0.00036 |
Grade A, and why
swarmauri-add-experimental-standalone 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 2mo 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
Swarmauri Add Experimental Standalone
Workflow
- Choose
pkgs/experimental/<package_name>and inspect nearby experimental packages before scaffolding. - Create package source, README,
pyproject.toml, tests, and exports using the closest matching package family. - Add metadata: Planning development status, Python 3.10-3.12 classifiers, Apache-2.0, Jacob Stewart as the author, descriptive summary, and experimental keywords.
- Add workspace membership only when the package should be installed and tested with the workspace; leave it out when the surrounding experimental pattern excludes similar packages.
- Add entry points only for components intended to be discovered at install time.
- Add citizenship registry rows only when the resource is meant to appear through the Swarmauri facade; use third-class for generic
swarmauri.pluginsresources. - Add scoped tests for behavior, importability, metadata, and entry-point discovery when entry points exist.
Required References
Read these before changing files:
../../references/repo-patterns.md../../references/package-readme.md../../references/inheritance-entrypoints.md../../references/registry-rules.md
Completion Checks
- Keep experimental packages under
pkgs/experimental. - State explicitly in the final response whether workspace membership and citizenship registry rows were added or intentionally skipped.
- Run validation for the new member when it is in the workspace.
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.
- 2mo ago First seen · 32 lines · 60 tokens per session scan A 2b1b9969615c
swarmauri-add-experimental-standalone is a skill published in the GitHub repository swarmauri/swarmauri-sdk (105 stars, last pushed today), licensed Apache-2.0. It adds 60 tokens to every session and 363 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.
swarmauri-add-experimental-standalone compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| swarmauri-add-experimental-standaloneswarmauri/swarmauri-sdk | Skill | 105 | today | Apache-2.0 | A | 60 | Codex |
| agent-framework-py-releasemicrosoft/agent-framework | Skill | 15k | today | MIT | A | 102 | Claude Code, Codex |
| python-package-managementmicrosoft/agent-framework | Skill | 15k | today | MIT | A | 43 | Claude Code, Codex |
| foundry-hosted-agent-validationmicrosoft/agent-framework | Skill | 15k | today | MIT | A | 82 | Claude Code, Codex |
| verify-samples-toolmicrosoft/agent-framework | Skill | 15k | today | MIT | A | 40 | Claude Code, Codex |
| python-feature-lifecyclemicrosoft/agent-framework | Skill | 15k | today | MIT | A | 43 | Claude Code, Codex |
| python-testingmicrosoft/agent-framework | Skill | 15k | today | MIT | A | 29 | Claude Code, Codex |