What is pypi CLAUDE.md?

Repository instructions for ResQ’s Python packages, which are software libraries published through PyPI, Python’s package registry. They describe the project structure, tools, tests, checks, and release process.

They are for developing, testing, checking, and releasing the ResQ Python packages and related services.

They give an agent the project-specific rules and commands needed to work consistently in the repository.

How resq-software/pypi configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to resq-software/pypi. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/resq-software/pypi/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/resq-software/pypi

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/resq-software/pypi/claude-md/github.svg)](https://agentmods.dev/instructions/resq-software/pypi/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/resq-software/pypi/claude-md"><img src="https://agentmods.dev/badge/instructions/resq-software/pypi/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/resq-software/pypi/claude-md"><img src="https://agentmods.dev/badge/instructions/resq-software/pypi/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 654 This file is loaded in full into every session.

When invoked 654 The same file — it is already loaded in full.

Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00654	$0.00654
Opus 5.5	$0.00262	$0.00262
Sonnet 5.5	$0.00131	$0.00131
Haiku 4.5	$0.00065	$0.00065

Measured 1mo ago against content hash 3ecc5debafe7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

pypi CLAUDE.md scanned grade C with 2 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.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl -fsSL https://raw.githubusercontent.com/resq-software/dev/main/scripts/install-hooks.sh | sh

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -fsSL https://raw.githubusercontent.com/resq-software/dev/main/scripts/install-hooks.sh | sh

CLAUDE.md · 66 lines

How it starts

The opening of the file, as written. The whole thing — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ResQ PyPI Packages — Agent Guide

Mission

Registry workspace for ResQ Python packages published to PyPI.

Stack

Runtime: Python 3.11+
Build: Hatchling
Package Manager: uv
Testing: pytest (+ hypothesis for property-based tests in resq-mcp)
Linting: ruff + mypy (strict)
Release: python-semantic-release for both published packages. Triggered manually via workflow_dispatch — the branch ruleset rejects the release commit, so pushes do not publish.

Repo Map

packages/resq-mcp/ — FastMCP server for AI agent integration (drone fleet, PDIE, DTSOP)
packages/resq-dsa/ — Zero-dependency data structures & algorithms (Bloom, CountMin, Graph, Heap, Trie, Rabin-Karp)

Commands

# resq-mcp
cd packages/resq-mcp && uv sync && uv run pytest
uv run ruff check src/ tests/
uv run mypy src/

# resq-dsa
cd packages/resq-dsa && uv sync && uv run pytest
uv run ruff check src/ tests/

Rules

resq-dsa must have zero runtime dependencies — stdlib only
Each package has its own pyproject.toml and virtual environment
Python 3.11+ minimum across all packages
ruff for linting, mypy for type checking (strict mode)
All source files must include Apache-2.0 license header
AGENTS.md is the source of truth for CLAUDE.md — never edit CLAUDE.md directly

Safety

Don't add runtime dependencies to resq-dsa
Don't publish without running full test suite and linting
resq-mcp safe mode (RESQ_SAFE_MODE=true) is default — mutations raise errors

Workflow

cd into the specific package directory
uv sync to install dependencies
uv run pytest to test
uv run ruff check src/ tests/ to lint
Summarize: files changed, behavior change, tests run

References

resq-mcp README — Full MCP server documentation
resq-dsa README — DSA library documentation
README — Package overview

Git hooks

Canonical hooks from resq-software/dev. Install:

Read the full file on GitHub · 66 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.

1mo ago Changed · +11 lines · +117 tokens per session scan A → C 3ecc5debafe7
2mo ago Changed · -5 lines · -52 tokens per session 556121c1cd92
2mo ago First seen · 60 lines · 589 tokens per session scan A 251d9c56b1d2

Subscribe to this mod's changes

pypi CLAUDE.md is an instructions file published in the GitHub repository resq-software/pypi (2 stars, last pushed 11d ago), licensed Apache-2.0. It adds 654 tokens to every session, about $0.0026 per session on Opus 5.5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Languages Python ai-agents digital-twin drone-coordination fastmcp incident-response mcp-server

pypi CLAUDE.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
pypi CLAUDE.mdresq-software/pypi	Instructions file	2	11d ago	Apache-2.0	C	654	Claude Code
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

pypi: Instructions file for Claude Code