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-community-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-community-standalone)<a href="https://agentmods.dev/skills/swarmauri/swarmauri-sdk/swarmauri-add-community-standalone"><img src="https://agentmods.dev/badge/skills/swarmauri/swarmauri-sdk/swarmauri-add-community-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-community-standalone"><img src="https://agentmods.dev/badge/skills/swarmauri/swarmauri-sdk/swarmauri-add-community-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 | $0.00059 | $0.00340 |
| Opus 5 | $0.00030 | $0.00170 |
| Sonnet 5 | $0.00012 | $0.00068 |
| Haiku 4.5 | $0.00006 | $0.00034 |
Grade A, and why
swarmauri-add-community-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 11d 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 Community Standalone
Workflow
- Choose
pkgs/community/<package_name>and inspect the closest community package with the same resource family. - Create package source, README,
pyproject.toml, tests, and exports. - Add metadata: Planning development status, Python 3.10-3.12 classifiers, Apache-2.0, Jacob Stewart as the author, descriptive summary, and package-specific keywords.
- Add workspace membership in
pkgs/pyproject.tomlunless explicitly excluded. - Add entry points under the correct
swarmauri.<namespace>group for discoverable resources. - Add
PluginCitizenshipRegistry.SECOND_CLASS_REGISTRYrows for facade-visible resources. - Add tests for behavior, version metadata, importability, entry-point discovery, and registry wiring.
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
- Do not place community packages under
pkgs/standards. - Use second-class registry rows, not first-class rows.
- Run validation for the new member and
pkgs/swarmauriwhen citizenship changed.
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.
- 11d ago First seen · 32 lines · 59 tokens per session scan A b66a2bf939b5
swarmauri-add-community-standalone is a skill published in the GitHub repository swarmauri/swarmauri-sdk (103 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 59 tokens to every session and 340 once invoked, about $0.0003 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 2026-08-30.
Other skills, from other repositories
python-testing
Guidelines for writing and running tests in the Agent Framework Python codebase. Use this when creating, modifying, or running tests.
test-generator
Generate pytest test cases for Python functions and classes.
pytest-patterns
Pytest best practices including fixtures, parametrize, markers, and assertion patterns for Python test suites.
python-patterns
Python idioms — type hints, dataclasses, async/await, generators, pytest, common pitfalls. Activate when writing or reviewing Python code.
python-package-management
Guide for managing packages in the Agent Framework Python monorepo, including creating new connector packages, versioning, and the lazy-loading pattern. Use this when adding, modifying, or releasing packages.
temporal-python-testing
Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.