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stays CLAUDE.md

stays CLAUDE.md is an instructions file for coding agents from him229/stays. It costs 4,053 tokens per session, scanned A, original, MIT.

Development instructions for Stays, a Python library and MCP server that retrieves Google Hotels data through direct requests. They describe the project structure, commands, search system, and data models.

In plain words
What is it for?
Use them when developing, testing, or maintaining the Stays hotel-search library and its MCP server.
Why use it?
They give coding agents the project context and the correct places to make changes or run checks.

Instructions file

not rated 12 10d ago A scan 4,053 tokens original MIT
View the source file him229/stays
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/him229/stays/claude-md
Clone the repo
git clone --depth 1 https://github.com/him229/stays

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 stays CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/him229/stays/claude-md.svg)](https://agentmods.dev/instructions/him229/stays/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/him229/stays/claude-md"><img src="https://agentmods.dev/badge/instructions/him229/stays/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 4,053 This file is loaded in full into every session.
When invoked 4,053 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 $0.04053 $0.04053
Opus 5 $0.02027 $0.02027
Sonnet 5 $0.00811 $0.00811
Haiku 4.5 $0.00405 $0.00405

Measured 4d ago against content hash cec69602ea2f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

stays 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 4d 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.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

stays is a Python library and MCP server that provides programmatic access to Google Hotels through direct API interaction (reverse engineering). The project consists of:

  • MCP server (stays/mcp/) — FastMCP-based stdio + streamable-HTTP server exposing three tools. Layered into server.py (registration only — @mcp.tool/@mcp.prompt/@mcp.resource + re-exports), _config.py (HotelSearchConfig, CONFIG, CONFIG_SCHEMA, HARD_MAX_HOTELS_WITH_DETAILS = 15), _params.py (pydantic *Params classes + shared _validate_child_ages), and _executors.py (_execute_*_from_params + MCP-subset _serialize_hotel_* wrappers).
  • Search engine (stays/search/) — hotel search, detail, and parallel enrichment
  • Core client (stays/search/client.py) — rate-limited curl_cffi session with Chrome TLS impersonation
  • Data models (stays/models/google_hotels/) — pydantic filter/result/detail models
  • Parse layer (stays/search/parse/) — response parsing split across search_parser/detail_parser/policy_parser/provider_parser/slots.py. slots.py owns named slot-index constants + safe_get(tree, *path, default).
  • Canonical serializers (stays/serialize.py) — single source of truth for hotel → dict serialization consumed by both the CLI and MCP (the CLI-local stays/cli/_serialize.py is a re-export shim).
  • CLI runtime helpers (stays/cli/_runtime.py) — shared emit_result / emit_error / build_filters_from_cli_args plumbing used by search / details / enrich subcommands.
  • MCP setup backends (stays/mcp/setup/_backend.py + _adapters.py) — SetupBackend Protocol + SetupReport dataclass + BACKENDS registry; the legacy stays.mcp.setup.{claude,codex,chatgpt}.register(...) / .build() entry points are preserved on top.

The implementation leans heavily on reverse-engineering captures under docs/reverse-engineering/ — slot maps and filter coverage notes are the authoritative reference for the wire format.

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. 4d ago First seen · 205 lines · 4,053 tokens per session scan A cec69602ea2f

Subscribe to this mod's changes

stays CLAUDE.md is an instructions file published in the GitHub repository him229/stays (12 stars, last pushed 10d ago), licensed MIT. It adds 4,053 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 2026-08-30.

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