launch-agent-skills: Instructions file for Claude Code

CLAUDE.md

launch-agent-skills CLAUDE.md is an instructions file for Claude Code from ShenSeanChen/launch-agent-skills. It costs 409 tokens per session, scanned A, original, MIT.

Project instructions for a tutorial repository that teaches reusable skills for AI coding agents. It includes skill definitions, examples, helper scripts, and WhatsApp and retrieval-augmented generation tutorials.

In plain words
What is it for?
Developing or studying skills for parsing WhatsApp exports, summarizing chats, extracting action items, and setting up RAG projects.
Why use it?
They explain the repository’s learning structure and tell an agent which skill resources relate to different requests.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is ShenSeanChen/launch-agent-skills's own configuration. It tells Claude Code how to work on launch-agent-skills itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything launch-agent-skills configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ShenSeanChen/launch-agent-skills. 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/ShenSeanChen/launch-agent-skills/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/ShenSeanChen/launch-agent-skills

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.

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README.md
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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.

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Per session 409 This file is loaded in full into every session.
When invoked 409 The same file — it is already loaded in full.
Security scan A 0 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00409 $0.00409
Opus 5.5 $0.00164 $0.00164
Sonnet 5.5 $0.00082 $0.00082
Haiku 4.5 $0.00041 $0.00041

Measured 2mo ago against content hash 7ce568cfe06a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

launch-agent-skills 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 2mo 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 · 41 lines

What it actually says

Directory: launch-agent-skills/CLAUDE.md

Claude Code Project Instructions

This repository demonstrates Agent Skills for Claude Code. Use this as a learning resource and reference implementation.

Project Overview

This is a tutorial repository for learning Agent Skills. It contains:

  • skills/ - Reusable skill definitions
  • examples/ - Sample data for testing skills
  • scripts/ - Helper scripts that skills can reference

Available Skills

WhatsApp Skills

  • skills/whatsapp-parser/skill.md - Parse WhatsApp chat exports
  • skills/whatsapp-summarizer/skill.md - Summarize conversations
  • skills/whatsapp-action-extractor/skill.md - Extract TODOs and action items

RAG Setup Skills

  • skills/rag-setup/skill.md - FastAPI RAG project setup (launch-rag or launch-agentic-rag)
  • skills/rag-database/skill.md - Supabase + pgvector database setup
  • skills/rag-tools/skill.md - Google Calendar/Gmail tools (agentic-rag only)

How to Use Skills

When the user asks about:

  • WhatsApp, chat parsing, messages → load whatsapp-parser skill
  • Summaries, conversation overview → load whatsapp-summarizer skill
  • TODOs, action items, follow-ups → load whatsapp-action-extractor skill
  • FastAPI, RAG, API setup, launch-rag, launch-agentic-rag → load rag-setup skill
  • Supabase, database, vector DB, pgvector → load rag-database skill
  • Google Calendar, Gmail, agent tools → load rag-tools skill

Code Standards

  • Use Google-style docstrings for Python
  • Add file directory comments at the top of each file
  • Keep code clean and well-commented
  • Follow existing patterns in the codebase
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. 2mo ago First seen · 41 lines · 409 tokens per session scan A 7ce568cfe06a

Subscribe to this mod's changes

launch-agent-skills CLAUDE.md is an instructions file published in the GitHub repository ShenSeanChen/launch-agent-skills (17 stars, last pushed 3mo ago), licensed MIT. It adds 409 tokens to every session, about $0.0016 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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