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 brcampidelli/chimera-agent --skill assert-what-the-generator-foundgit clone --depth 1 https://github.com/brcampidelli/chimera-agentWrote 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/brcampidelli/chimera-agent/assert-what-the-generator-found)<a href="https://agentmods.dev/skills/brcampidelli/chimera-agent/assert-what-the-generator-found"><img src="https://agentmods.dev/badge/skills/brcampidelli/chimera-agent/assert-what-the-generator-found/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/brcampidelli/chimera-agent/assert-what-the-generator-found"><img src="https://agentmods.dev/badge/skills/brcampidelli/chimera-agent/assert-what-the-generator-found.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 | $0.00035 | $0.00663 |
| Opus 5 | $0.00017 | $0.00331 |
| Sonnet 5 | $0.00007 | $0.00133 |
| Haiku 4.5 | $0.00003 | $0.00066 |
Grade A, and why
assert-what-the-generator-found 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.
How it starts
The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trigger
You have written something that reads one representation and emits another: a schema dump, a reference extractor, a migration, a scraper, an index builder. Anything whose output nobody reads in full because there is too much of it.
It does not apply to a function returning one value you can eyeball. The risk here is specific to output that is large enough that "it looks right" is the only review it will ever get.
Do
- Before writing the test, name the count. How many commands, rows, files, or fields should come out? Get that number from somewhere other than the generator — the source, the docs, a manual count.
- Assert the count, or a floor on it.
assert len(groups) >= 10, notassert result. - Assert the presence of specific, named items you know must exist. Three or four is enough, and pick ones from different shapes of input.
- If the generator classifies things, assert that each class is non-empty. A classifier that puts everything in one bucket is the failure this catches.
Avoid
assert build() — it passes when the generator returns an empty list, a partial list, or a list
where every item is subtly the wrong kind.
Also avoid trusting isinstance when walking a third-party structure. Libraries vendor their
dependencies: a TyperGroup is not an instance of the click.Group your file imported, because
Typer ships its own copy of Click. Ask whether the object has the thing you need — a commands
mapping, an items method — rather than what class it claims to be. Duck-typing survives a
vendored dependency and a major version bump; a class check survives neither, and fails by
misclassifying rather than by raising.
Check
Break the generator on purpose and watch the test fail. Comment out the recursion into subcommands, or make the type check reject everything, and run the suite.
If the suite still passes, the test asserts that the generator ran, and you have written the test that this skill exists to prevent.
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 · 67 lines · 35 tokens per session scan A 0ffc1fdde72d
assert-what-the-generator-found is a skill published in the GitHub repository brcampidelli/chimera-agent (22 stars, last pushed today), licensed Apache-2.0. It adds 35 tokens to every session and 663 once invoked, about $0.0002 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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