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 agentmods add instructions/fangyuan33/easy-code-reader/copilot-instructionsgit clone --depth 1 https://github.com/FangYuan33/easy-code-readerWhat 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 | $0.01984 | $0.01984 |
| Opus 5 | $0.00992 | $0.00992 |
| Sonnet 5 | $0.00397 | $0.00397 |
| Haiku 4.5 | $0.00198 | $0.00198 |
Grade A, and why
easy-code-reader copilot-instructions.md scanned grade A with 1 finding 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.
Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
- Java: Must be in PATH for `subprocess.run(['java', '-jar', ...])` calls How it starts
The opening of the file, as written. The whole thing — 162 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot Instructions for Easy Code Reader
This guide helps AI coding agents work productively in the Easy Code Reader codebase. It summarizes architecture, workflows, conventions, and integration points unique to this project.
Architecture Overview
Purpose: MCP (Model Context Protocol) server that extracts Java source code from Maven dependencies and local projects.
Core Components:
src/easy_code_reader/server.py: MCP server implementation (4 tools:read_jar_source,read_project_code,list_all_project,list_project_files)decompiler.py: Auto-selects CFR (Java 8-20) or Fernflower (Java 21+) based on_detect_java_version()config.py: Maven repo path resolution viaMAVEN_HOME,M2_HOME, orMAVEN_REPOenv varsdecompilers/: Bundledfernflower.jarandcfr.jarvia setuptools package_data
Data Flow:
- MCP request →
server.pytool handler (_read_jar_sourceor project tools) - Maven path lookup:
group.id/artifact/version/artifact-version.jar(handles SNAPSHOT timestamps) - Source extraction priority: sources JAR → decompilation → fallback class info
- Decompilation cache:
{jar_dir}/easy-code-reader/{jar_name}/(cleaned for SNAPSHOT updates) - Return JSON response with class/file code
SNAPSHOT Handling: For -SNAPSHOT versions, searches for timestamped JARs (e.g., artifact-1.0.0-20251030.085053-1.jar) for decompilation but caches under timestamped name. Old SNAPSHOT caches auto-deleted via _cleanup_old_snapshot_cache when newer timestamps detected.
Developer Workflows
Run Service:
# Recommended (if published to PyPI)
uvx easy-code-reader [--maven-repo PATH] [--project-dir PATH]
# Development mode
python -m easy_code_reader [--maven-repo PATH] [--project-dir PATH]
Testing:
pytest tests/ # All tests
pytest tests/test_jar_reader.py -v # Specific test file
Development Install:
pip install -e . # Editable install
pip install -e ".[dev]" # With dev dependencies (pytest, build, twine)
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.
- 2d ago First seen · 162 lines · 1,984 tokens per session scan A fc3d42e04f46
easy-code-reader copilot-instructions.md is an instructions file published in the GitHub repository FangYuan33/easy-code-reader (155 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 1,984 tokens to every session, about $0.0099 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
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AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
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AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.