flightfinder CLAUDE.md

flightfinder CLAUDE.md is an instructions file for coding agents from wolfiesch/flightfinder. It costs 455 tokens per session, scanned A, original, MIT.

Project instructions for FlightFinder, a Python program that searches flights through the Kiwi/Skypicker service. They describe setup, commands, architecture, data models, and tests.

In plain words
What is it for?
Setting up the project, running flight searches, understanding its API client and data models, running the test suite, and using the example search script.
Why use it?
They give a coding agent the repository-specific context needed to work consistently, reducing guesswork about installation, API usage, command-line options, and how to run checks.

Instructions file

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/wolfiesch/flightfinder/claude-md
Clone the repo
git clone --depth 1 https://github.com/wolfiesch/flightfinder

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 flightfinder CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/wolfiesch/flightfinder/claude-md.svg)](https://agentmods.dev/instructions/wolfiesch/flightfinder/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/wolfiesch/flightfinder/claude-md"><img src="https://agentmods.dev/badge/instructions/wolfiesch/flightfinder/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 455 This file is loaded in full into every session.
When invoked 455 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 $0.00455 $0.00455
Opus 5 $0.00228 $0.00228
Sonnet 5 $0.00091 $0.00091
Haiku 4.5 $0.00046 $0.00046

Measured 4d ago against content hash 69049f33ff13, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

flightfinder 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 · 54 lines

What it actually says

CLAUDE.md

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

Project Overview

FlightFinder is a Python client for the Kiwi/Skypicker GraphQL flight search API. It provides programmatic access to flight searches without requiring an API key.

Commands

# Setup
python3 -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"

# Run CLI
flights SFO --days 30 --max-stops 1
flights SFO -d LAX --max-price 200

# Run tests
pytest
pytest tests/test_client.py -v
pytest -k "test_search"

# Run example script
python examples/search_from_sfo.py

Architecture

API Layer (client.py):

  • FlightFinder class wraps the Skypicker GraphQL API at api.skypicker.com/umbrella/v2/graphql
  • Uses httpx for HTTP requests with context manager support
  • Two main operations: find_location() for airport/city search, search_flights() for flight queries
  • For "anywhere" searches, pass the literal string "anywhere" as destination ID (not a special object)
  • Flight searches require ?featureName=SearchOneWayItinerariesQuery URL parameter

Data Models (models.py):

  • Pydantic models: Location, Segment, Flight, Itinerary
  • Flight contains list of Segment objects for multi-leg flights
  • API returns price amounts as strings; parsing handles this

CLI (cli.py):

  • Entry point registered as flights command
  • Uses rich for formatted table output

API Notes

  • No authentication required (public API)
  • Content providers: KIWI, FRESH, KAYAK
  • Sort options: PRICE, QUALITY, DURATION, POPULARITY
  • Cabin classes: ECONOMY, PREMIUM_ECONOMY, BUSINESS, FIRST
  • GraphQL queries use union types with __typename for error handling (AppError vs success types)
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 · 54 lines · 455 tokens per session scan A 69049f33ff13

Subscribe to this mod's changes

flightfinder CLAUDE.md is an instructions file published in the GitHub repository wolfiesch/flightfinder (3 stars, last pushed 3mo ago), licensed MIT. It adds 455 tokens to every session, about $0.0023 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.

Related

Other instructions, from other repositories

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).

microsoft/vscode · 6,785 tokens

spec-kit AGENTS.md

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.

github/spec-kit · 7,104 tokens

codex AGENTS.md

AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.

openai/codex · 5,182 tokens

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.

langchain-ai/langchain · 4,345 tokens

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).

microsoft/vscode · 5,001 tokens

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.

vercel/next.js · 7,296 tokens