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-base-classgit 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-base-class)<a href="https://agentmods.dev/skills/swarmauri/swarmauri-sdk/swarmauri-add-base-class"><img src="https://agentmods.dev/badge/skills/swarmauri/swarmauri-sdk/swarmauri-add-base-class/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-base-class"><img src="https://agentmods.dev/badge/skills/swarmauri/swarmauri-sdk/swarmauri-add-base-class.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 | $0.00062 | $0.00331 |
| Opus 5 | $0.00031 | $0.00166 |
| Sonnet 5 | $0.00012 | $0.00066 |
| Haiku 4.5 | $0.00006 | $0.00033 |
Grade A, and why
swarmauri-add-base-class 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 9d 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 Base Class
Workflow
- Read the matching core interface and nearby base classes in
pkgs/base/swarmauri_base/<family>/. - Implement the base class by inheriting the core interface and
ComponentBase; use@ComponentBase.register_model()for base models. - Set
resourcefromResourceTypes, addtype: Literal["<BaseName>"] = "<BaseName>", and use existing Pydantic field conventions. - Update family exports when the package uses them.
- If this is a new resource family, update
ResourceTypesandpkgs/swarmauri/swarmauri/interface_registry.py. - Add focused tests for importability, resource value, serialization where relevant, and interface-registry lookup when registry wiring changed.
Required References
Read these before changing files:
../../references/repo-patterns.md../../references/inheritance-entrypoints.md../../references/registry-rules.md
Completion Checks
- Keep concrete implementations out of
swarmauri_base. - Do not add entry points for base classes.
- Run validation for
pkgs/base; also runpkgs/swarmauritests ifInterfaceRegistrychanged.
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.
- 9d ago First seen · 30 lines · 62 tokens per session scan A c47e46ab64e6
swarmauri-add-base-class is a skill published in the GitHub repository swarmauri/swarmauri-sdk (103 stars, last pushed 27d ago), licensed Apache-2.0. It adds 62 tokens to every session and 331 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.
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