app-trading-engine CLAUDE.md

app-trading-engine CLAUDE.md is an instructions file for Claude Code from jsohi/app-trading-engine. It costs 4,062 tokens per session, scanned A, original, Apache-2.0.

A repository instruction file for an automated trading engine written in Java. It sets rules for reasoning, code documentation, threading behavior, memory allocation, and references to the FIX trading-message standard.

In plain words
What is it for?
It is for guiding Java development, documenting public classes and methods, explaining performance decisions, and maintaining FIX protocol references.
Why use it?
It helps an AI agent make and document changes consistently in code where concurrency, performance, and financial-message details matter.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md.

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 instructions/jsohi/app-trading-engine/claude-md
Clone the repo
git clone --depth 1 https://github.com/jsohi/app-trading-engine

Made for: Claude Code.

Wrote 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.

agentmods badge for app-trading-engine CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/jsohi/app-trading-engine/claude-md.svg)](https://agentmods.dev/instructions/jsohi/app-trading-engine/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/jsohi/app-trading-engine/claude-md"><img src="https://agentmods.dev/badge/instructions/jsohi/app-trading-engine/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 4,062 This file is loaded in full into every session.
When invoked 4,062 The same file — it is already loaded in full.
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 5.1 $0.04062 $0.04062
Opus 5 $0.02031 $0.02031
Sonnet 5 $0.00812 $0.00812
Haiku 4.5 $0.00406 $0.00406

Measured 5d ago against content hash 7ca924d1b951, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

app-trading-engine CLAUDE.md 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 5d 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.

CLAUDE.md · 205 lines

How it starts

The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Trading Engine — Developer Conventions

Reasoning Effort

Always use high reasoning effort for this project. Run /effort high at the start of every session. No shortcuts — everything must be industry standard and production ready.

Code Documentation Standards

All Java code must follow industry-standard documentation practices for a production trading system:

  • Class-level Javadoc: Every public class must have a Javadoc comment describing purpose, threading model, allocation behavior, and key design decisions
  • Method-level Javadoc: All public methods must have Javadoc with @param, @return, and @throws where applicable
  • Threading annotations: Document whether a class/method is thread-safe, single-threaded, or requires external synchronization
  • Allocation annotations: Hot-path classes must document "Zero allocation after construction" or explicitly note where allocation occurs
  • Design rationale: Non-obvious decisions (e.g., hash collision trade-offs, sentinel values, lazy cleanup) must include inline comments explaining why, not just what
  • FIX protocol references: FIX message types and tags must reference the tag number (e.g., "ClOrdID (tag 11)", "BusinessRejectReason (tag 380)")
  • Cross-references: Use {@link} to connect related classes (e.g., SessionRegistry → ClusterEgressListener → SessionLookup)
  • No TODO without ticket: Every TODO must reference a Linear issue (e.g., // TODO(APP-166): extract CompID from auth callback)

Build Commands

./gradlew build                          # Full build (all modules)
./gradlew test                           # Run all unit tests
./gradlew :messages:generateCodecs       # Generate SBE codecs from trading-schema.xml
./gradlew :messages:compileJava          # Compile generated codecs
./gradlew :MODULE:test                   # Run tests for a specific module
./gradlew :integration-tests:test        # Run integration tests
./gradlew e2e                            # Full E2E test (3-node cluster + FIX validation via scripts/e2e.sh)
./gradlew e2eClean                       # Remove E2E artifacts (logs, cluster data, Aeron dirs) + kill stale processes
./gradlew spotlessApply                  # Auto-format all source files
./gradlew spotlessCheck                  # Check formatting (CI)
./gradlew jacocoTestReport               # Generate code coverage (HTML + XML)
./gradlew dependencyCheckAnalyze         # OWASP CVE scan (fails on CVSS >= 7)
./gradlew projects                       # List all subprojects

Read the full file on GitHub · 205 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. 5d ago First seen · 205 lines · 4,062 tokens per session scan A 7ca924d1b951

Subscribe to this mod's changes

app-trading-engine CLAUDE.md is an instructions file published in the GitHub repository jsohi/app-trading-engine (2 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 4,062 tokens to every session, about $0.0203 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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