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 arianlopezc/Trabuco --skill auditgit clone --depth 1 https://github.com/arianlopezc/TrabucoWrote 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/arianlopezc/trabuco/audit)<a href="https://agentmods.dev/skills/arianlopezc/trabuco/audit"><img src="https://agentmods.dev/badge/skills/arianlopezc/trabuco/audit.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00113 | $0.01349 |
| Opus 5 | $0.00056 | $0.00674 |
| Sonnet 5 | $0.00023 | $0.00270 |
| Haiku 4.5 | $0.00011 | $0.00135 |
Grade A, and why
audit 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 7d 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 — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Run the Trabuco security audit
This skill is the entry point for a structured security review of a
Trabuco-generated project. The actual reasoning is delegated to the
trabuco-security-audit-orchestrator subagent, which dispatches five
domain specialists in parallel and merges their findings.
When to invoke
- User says "run the security audit" / "audit this project" / "check for OWASP Top 10 issues" / "security review before merge" / similar.
- Pre-release or pre-merge hardening sweep on a project generated by
trabuco init. - After a significant refactor of auth, AI tools, persistence, or messaging configuration — anywhere the threat surface may have shifted.
When NOT to invoke
- Pre-existing finding triage (you already have a
findings.mdand want to fix one specific item) — just open that file directly. - Non-Trabuco project — the checklist's evidence patterns assume Trabuco's module shape (API, AIAgent, EventConsumer, Worker, etc.). Generic OWASP audits on arbitrary Spring Boot projects will misfire.
- Turn-scoped review during interactive coding — that's the
code-reviewersubagent's job (the audit is heavier and slower).
Flow
- Hand off to the orchestrator subagent. Invoke
trabuco-security-audit-orchestratorwith the user's scope/domain arguments. The orchestrator:- Loads the canonical checklist from
${SKILL_DIR}/checklist*.md(when run from the plugin) or from.ai/security-audit/checklist*.md(when run inside a generated project). - Loads
.ai/security-audit/checklist-local.mdif present (operator's local rule extensions; never overwritten bytrabuco sync). - Dispatches the five domain specialists in parallel via the
Tasktool:trabuco-security-audit-auth,trabuco-security-audit-ai-surface,trabuco-security-audit-aiagent-java,trabuco-security-audit-data-events,trabuco-security-audit-web-infra. - Each specialist returns a structured finding list (check ID, severity, file path, evidence snippet, suggested fix).
- Orchestrator merges, deduplicates, severity-sorts, writes
.ai/security-audit/findings.md.
- Loads the canonical checklist from
What ships with it
6 files 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.
- 7d ago First seen · 115 lines · 113 tokens per session scan A e9a643b024e3
audit is a skill published in the GitHub repository arianlopezc/Trabuco (0 stars, last pushed 3mo ago), licensed MIT. It adds 113 tokens to every session and 1,349 once invoked, about $0.0006 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 2026-08-31.
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