Borrowing it
Nothing to install: this file belongs to FangYuan33/easy-code-reader. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/FangYuan33/easy-code-reader/master/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/FangYuan33/easy-code-readerWrote 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/instructions/fangyuan33/easy-code-reader/copilot-instructions)<a href="https://agentmods.dev/instructions/fangyuan33/easy-code-reader/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/fangyuan33/easy-code-reader/copilot-instructions/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/instructions/fangyuan33/easy-code-reader/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/fangyuan33/easy-code-reader/copilot-instructions.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 | $0.00844 | $0.00844 |
| Opus 5.5 | $0.00338 | $0.00338 |
| Sonnet 5.5 | $0.00169 | $0.00169 |
| Haiku 4.5 | $0.00084 | $0.00084 |
Grade A, and why
easy-code-reader copilot-instructions.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 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 — 47 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot Instructions for Easy Code Reader
Architecture
The stdio MCP server exposes exactly search_group_id and read_jar_source.
server.py: schemas, MCP responses, guide resource; failures useCallToolResult(isError=True).service.py: source-first reading and fallback orchestration.repository.py: strict Maven resolution, normalized SNAPSHOT input with timestamp-based cache names, fresh repository searches without an in-memory result cache.versions.py: Maven ComparableVersion semantics; see NOTICE for attribution.source.py: class checks, strict UTF-8 source extraction, internal-class mapping and inclusive line ranges.decompiler.py: asynchronous Java child processes, compatible fallback, timeout and cancellation.cache.py: JAR-name disk caches, size/mtime validation, atomic publication and LRU cleanup; no hashes or file locks.config.py: immutable per-server settings.io_utils.pywaits for cancelled file workers before workspace cleanup.
Behavioral Contracts
- Prefer the ordinary SNAPSHOT JAR as input; use the newest timestamped main JAR name (timestamp plus numeric build number) for its cache. Fall back to that timestamped JAR when the ordinary input is absent; use the ordinary filename when no timestamps exist.
- For ordinary SNAPSHOT inputs, prefer ordinary sources, then matching timestamped sources. Timestamped inputs use matching sources. Source-only repositories are readable when
prefer_sources=True. - Never substitute tests/all classifier JARs or files outside the configured repository.
- Internal names use
Outer$Inner; include a short warning when returning an outer file. - Omitted line limits return the complete original text using only class_name, artifact, source_type and code; line metadata appears only for explicit ranges.
- Never manufacture Java source on failure. Return a stable error code and actionable hint.
- Cache names come from the selected timestamp label for SNAPSHOTs, or the actual input filename otherwise. Validate size and modification time against the actual input JAR; regenerate legacy archives missing that metadata. Cache hits read source directly without starting Java. Decompilers receive the absolute original JAR path; use private workspaces for output only and verify the original file state before publishing.
- Use independent temporary paths and atomic publication. Concurrent misses may decompile more than once; there is no cross-process lock. Construct the cache per request from the actual JAR path; never mutate a shared cache location when reading different versions concurrently. Do not put blocking scans or Java calls in the event loop.
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 Changed · -115 lines · -1,140 tokens per session 8b07a9ae3eb1
- 2mo 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 (154 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 844 tokens to every session, about $0.0034 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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