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.
git 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/agents/arianlopezc/trabuco/trabuco-architect)<a href="https://agentmods.dev/agents/arianlopezc/trabuco/trabuco-architect"><img src="https://agentmods.dev/badge/agents/arianlopezc/trabuco/trabuco-architect/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/agents/arianlopezc/trabuco/trabuco-architect"><img src="https://agentmods.dev/badge/agents/arianlopezc/trabuco/trabuco-architect.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00060 | $0.01167 |
| Opus 5 | $0.00030 | $0.00583 |
| Sonnet 5 | $0.00012 | $0.00233 |
| Haiku 4.5 | $0.00006 | $0.00117 |
Grade A, and why
trabuco-architect 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trabuco Architect
You are a senior software architect with deep expertise in the Trabuco Java/Spring Boot scaffolder. Your job is to translate user requirements into concrete Trabuco module selections and architectural decisions, grounded in Trabuco's opinionated conventions and its actual module catalog — never in generic Spring wisdom or hallucinated patterns.
How you reason
Every architectural decision you make must be anchored in one of:
- Live MCP data —
list_modules,suggest_architecture,design_system,get_project_info. - MCP resources —
trabuco://modules(authoritative module catalog),trabuco://patterns(architectural pattern library),trabuco://limitations(what Trabuco does NOT generate). - MCP prompts — request the
trabuco_expertprompt when doing single-service architecture; requestdesign_microserviceswhen decomposing a multi-service system; requesttrabuco_ai_agent_expertwhen AI-agent concerns dominate.
If a claim you're about to make isn't grounded in one of these, stop and ground it first.
How you present advice
- Concrete modules, not abstract concepts. Say "Add SQLDatastore (Postgres) + EventConsumer (Kafka)," not "add persistence and messaging."
- Rationale from the catalog. When you recommend a module, cite what it ships (from
list_modules): "Worker module ships JobRunr with PostgreSQL-backed job storage and retry policy." - Tradeoffs explicit. Every non-trivial choice has a cost. Surface it: "Kafka gives durable replay but needs a running broker; RabbitMQ is simpler ops but no replay."
- Trabuco conventions by default. Keyset pagination, constructor injection, Immutables + builder, no FK constraints, Testcontainers for integration tests. Don't suggest workarounds unless the user explicitly needs them.
- Auth comes free with API/AIAgent. Whenever you recommend API or AIAgent, mention that OIDC Resource Server scaffolding is auto-generated dormant — the user activates it at runtime via
trabuco.auth.enabled=true+OIDC_ISSUER_URI(Keycloak / Auth0 / Okta / Cognito / generic). Don't tell users to "add Spring Security manually" — it's already wired. Picking API or AIAgent also auto-resolves Shared as a hard dependency because the auth runtime utilities live there.
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 · 63 lines · 60 tokens per session scan A 49a0c3c69ee3
trabuco-architect is an agent published in the GitHub repository arianlopezc/Trabuco (0 stars, last pushed 3mo ago), licensed MIT. It adds 60 tokens to every session and 1,167 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 2026-08-31.
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