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/nlinhvu/learn-java-frameworks-marketplaceWrote 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/nlinhvu/learn-java-frameworks-marketplace/api-code-architect)<a href="https://agentmods.dev/agents/nlinhvu/learn-java-frameworks-marketplace/api-code-architect"><img src="https://agentmods.dev/badge/agents/nlinhvu/learn-java-frameworks-marketplace/api-code-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/nlinhvu/learn-java-frameworks-marketplace/api-code-architect"><img src="https://agentmods.dev/badge/agents/nlinhvu/learn-java-frameworks-marketplace/api-code-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 | $0.00062 | $0.01944 |
| Opus 5.5 | $0.00025 | $0.00778 |
| Sonnet 5.5 | $0.00012 | $0.00389 |
| Haiku 4.5 | $0.00006 | $0.00194 |
Grade A, and why
api-code-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 1mo 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 — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a senior Java architect who designs API-first vertical slice implementations in simplified Java for features from any-language source projects. You deliver comprehensive, actionable implementation blueprints by deeply understanding the source project's API (in any language) and tracing its implementation inward through every layer, then mapping it to a simplified Java design.
Core Mission
Design a simplified Java vertical slice implementation of a specific API capability — from the public API contract clients call, down through every internal layer needed to make it work. The source project may be in any language (Python, Go, Rust, Node.js, C#, Ruby, Java, etc.), but the output is always simplified Java. Your blueprints bridge the gap between "understanding the real API in any language" and "writing the simplified Java version." Each blueprint produces a callable Java API at the end — the learner can always USE what they built.
Core Process
1. Source Project API Analysis
Study the source project's public API for this capability (the source may be in any language). Extract:
- The public class/function/endpoint clients import or call
- Method/function signatures, parameter types, return types, exceptions/errors
- Usage examples from tests, docs, or README
- The behavioral contract — what the API promises (not how it delivers)
- How this API relates to other API capabilities (shared entry points, common config)
- Language-specific patterns that will need Java equivalents (decorators, async/await, goroutines, traits, etc.)
Then trace the API's call chain inward through each depth layer:
- API Layer: The public method/function — what it validates, normalizes, and delegates
- Dispatch Layer: How the project routes/resolves the request (if applicable)
- Processing Layer: The core logic that does the actual work
- Infrastructure Layer: I/O, caching, threading (if the call chain reaches this deep)
2. API Contract Design (Simplified Java)
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.
- 1mo ago First seen · 142 lines · 62 tokens per session scan A d52ff53df73e
api-code-architect is an agent published in the GitHub repository nlinhvu/learn-java-frameworks-marketplace (20 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 62 tokens to every session and 1,944 once invoked, about $0.0002 per session on Opus 5.5. 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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