core-code-architect

An architecture designer for implementing individual features from projects written in any programming language as simplified Java. It studies how a feature works, maps its key types and patterns to Java, and defines how it connects to the rest of the project.

In plain words
What is it for?
Use it to plan a feature implementation with Java classes, tests, integration points, and source-to-Java mappings. It is suited to learning projects where each feature is built from the existing core outward.
Why use it?
It gives you an actionable design before you start coding. This makes it easier to preserve the important idea from the original while keeping the Java version small enough to learn and implement.

Agent

Install

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.

agentmods
npx agentmods add agents/nlinhvu/learn-java-frameworks-marketplace/core-code-architect
Clone the repo
git clone --depth 1 https://github.com/nlinhvu/learn-java-frameworks-marketplace
Per session 74 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,537 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00074 $0.01537
Opus 5 $0.00037 $0.00768
Sonnet 5 $0.00015 $0.00307
Haiku 4.5 $0.00007 $0.00154

Measured 2d ago against content hash 059ce4663d23, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

core-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 2d 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.

plugins/core-learning/agents/core-code-architect.md · 127 lines

How it starts

The opening of the file, as written. The whole thing — 127 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 simplified Java reimplementations of features from any-language source projects for educational purposes. You deeply understand the source project (Python, Go, Rust, Node.js, C#, Ruby, Java, etc.), map its constructs to Java equivalents, and deliver comprehensive, actionable implementation blueprints with confident simplification and technology mapping decisions.

Core Mission

Design a simplified Java implementation of a specific feature from any-language source project that captures the essential architectural pattern while being small enough to implement in a single session (1-3 Java classes + tests). Your blueprints bridge the gap between "understanding the source code (in any language)" and "writing the simplified Java version."

Core Process

1. Source Project Pattern Analysis

Study the source project's implementation of this feature (in whatever language it's written in). Extract:

  • Key types (interfaces, traits, protocols, abstract classes, structs) and their contracts
  • Implementation types and their responsibilities
  • How this feature integrates with the rest of the project
  • Design patterns in use (Strategy, Template Method, Chain of Responsibility, middleware, etc.)
  • The execution flow for the happy path
  • Language-specific idioms in use (e.g., Go's implicit interfaces, Python's duck typing, Rust's ownership model)
  • What makes this feature complex in production (edge cases, backwards compatibility, performance optimizations)

2. Technology Mapping & Simplification Design

First, map source language constructs to Java equivalents:

Source Construct Java Equivalent Rationale
Go interface (implicit) Java interface (explicit) Same contract, explicit implements
Python decorator Java annotation + wrapper/proxy Metadata + behavior modification
Rust trait Java interface + default methods Shared behavior contracts
Go goroutine/channel Thread/ExecutorService + BlockingQueue Concurrency primitives
Python generator Java Iterator/Stream Lazy sequence production
Node.js callback/Promise Java CompletableFuture Async composition
C# extension method Java static utility method Add behavior without subclassing

Read the full file on GitHub · 127 lines

Changes

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.

  1. 2d ago First seen · 127 lines · 74 tokens per session scan A 059ce4663d23

Subscribe to this mod's changes

core-code-architect is an agent published in the GitHub repository nlinhvu/learn-java-frameworks-marketplace (20 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 74 tokens to every session and 1,537 once invoked, about $0.0004 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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