Borrowing it
Nothing to install: this file belongs to Rajveerx11/gfi-scout. 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/Rajveerx11/gfi-scout/main/CLAUDE.mdgit clone --depth 1 https://github.com/Rajveerx11/gfi-scoutWrote 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/rajveerx11/gfi-scout/claude-md)<a href="https://agentmods.dev/instructions/rajveerx11/gfi-scout/claude-md"><img src="https://agentmods.dev/badge/instructions/rajveerx11/gfi-scout/claude-md/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/rajveerx11/gfi-scout/claude-md"><img src="https://agentmods.dev/badge/instructions/rajveerx11/gfi-scout/claude-md.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 | $0.01712 | $0.01712 |
| Opus 5 | $0.00856 | $0.00856 |
| Sonnet 5 | $0.00342 | $0.00342 |
| Haiku 4.5 | $0.00171 | $0.00171 |
Grade A, and why
gfi-scout 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 12d 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 — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project
GFI Scout — FastMCP server + standalone CLI/TUI that ranks GitHub "good first issues" by likelihood-of-success (repo health, merge rate, issue freshness, setup complexity) instead of raw label search. Python 3.12+, managed exclusively with uv.
Commands
All commands go through uv — no pip, no poetry.
uv sync # install deps + create .venv
uv run gfi-scout # run MCP server (stdio)
uv run gfi-scout-cli find python --min-stars 500
uv run gfi-scout-tui # interactive TUI
uv run mcp dev src/gfi_scout/server.py # MCP Inspector for debugging tools
uv run pytest # full suite, coverage gate at 70%
uv run pytest tests/unit/services/test_issue_scorer.py # single file
uv run pytest tests/unit/services/test_issue_scorer.py::test_name # single test
uv run pytest -k "scorer and not integration" # filter
uv run pytest --no-cov # skip coverage when iterating
uv run ruff check src/ tests/ # lint
uv run ruff format src/ tests/ # format
uv run mypy src/ # strict type-check (must pass)
All three of ruff, mypy, pytest must pass before any push. uv.lock is committed.
Environment: GITHUB_TOKEN is optional — without it the client runs unauthenticated at 60 req/h and logs a warning; a PAT with public_repo scope (read-only) gives 5,000 req/h. Copy .env.example → .env to set it.
Architecture
Strict layered package at src/gfi_scout/. Layer rules are non-negotiable — crossing them is a review-blocker.
| Layer | May import | Must NOT import |
|---|---|---|
tools/ |
services/, models/ |
httpx directly, business logic |
services/ |
httpx, models/, other services |
FastMCP, tool surfaces |
models/ |
Pydantic, stdlib | Anything with side effects |
utils/ |
stdlib only | I/O, mutable state |
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.
- 12d ago First seen · 125 lines · 1,712 tokens per session scan A 1bebcb0ba2c0
gfi-scout CLAUDE.md is an instructions file published in the GitHub repository Rajveerx11/gfi-scout (0 stars, last pushed 8d ago), licensed MIT. It adds 1,712 tokens to every session, about $0.0086 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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