Borrowing it
Nothing to install: this file belongs to AgentSystemLabs/launch-pad. 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/AgentSystemLabs/launch-pad/main/CLAUDE.mdgit clone --depth 1 https://github.com/AgentSystemLabs/launch-padWrote 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/agentsystemlabs/launch-pad/claude-md)<a href="https://agentmods.dev/instructions/agentsystemlabs/launch-pad/claude-md"><img src="https://agentmods.dev/badge/instructions/agentsystemlabs/launch-pad/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/agentsystemlabs/launch-pad/claude-md"><img src="https://agentmods.dev/badge/instructions/agentsystemlabs/launch-pad/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 | $0.07830 | $0.07830 |
| Opus 5.5 | $0.03132 | $0.03132 |
| Sonnet 5.5 | $0.01566 | $0.01566 |
| Haiku 4.5 | $0.00783 | $0.00783 |
Grade A, and why
launch-pad CLAUDE.md scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
role-specific binary is uploaded to `nodes/<id>/agent` in S3 and the node `curl`s it via a How it starts
The opening of the file, as written. The whole thing — 407 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.
What this is
Launch Pad is a self-hosted deploy tool: one command (launchpad deploy) builds a
user's app into a Docker image, pushes it to ECR, provisions AWS (EC2 + IAM + S3),
runs it on the user's own node behind Caddy with automatic HTTPS, and auto-updates on the
next deploy. The north-star spec is docs/overview.md — read it before non-trivial work.
Start with README.md — it is the documentation directory for the project: intent,
positioning, and a table of per-area deep dives in docs/*.md. Before working in an
unfamiliar part of the repo, read the matching doc: docs/codebase-layout.md (repo map +
"where to change what"), docs/architecture.md, docs/cli.md, docs/configuration.md,
docs/agent.md, docs/golden-ami.md, docs/dashboard.md, docs/testing.md. When a change
alters user-facing behavior (commands, config fields, provisioning, wire contracts), update
the matching docs/*.md and, if the surface list changes, the README table.
The whole system is declarative, with no control-plane server: the CLI writes desired state to S3; an agent on each node polls S3 and reconciles Docker + Caddy to match. S3 is the only thing the two sides share.
CLI (local) ──writes desired.json──▶ S3 ◀──polls desired.json── agent (on node)
CLI (local) ◀──polls status.json──── S3 ──writes status.json──▶ agent (on node)
Commands
pnpm workspace (Node ≥ 24, pnpm 11). Run from the repo root unless noted.
pnpm build # build all packages (tsup) — see ordering note below
pnpm typecheck # tsc --noEmit across all packages
pnpm test # vitest run across all packages
pnpm dev # all packages in watch/run mode in parallel
pnpm clean # remove dist / tsbuildinfo
# One package
pnpm --filter @agentsystemlabs/launch-pad-shared test
pnpm --filter @agentsystemlabs/launch-pad typecheck
# One test file / one test name (extra args forward to vitest)
pnpm --filter @agentsystemlabs/launch-pad-shared test src/config.test.ts
pnpm --filter @agentsystemlabs/launch-pad-shared test -- -t "capacity"
# Run the CLI locally without building (workspace dev)
pnpm --filter @agentsystemlabs/launch-pad dev -- deploy --dry-run
# Link the CLI globally from another directory (no build — runs TypeScript via tsx)
npm link # from repo root; bins invoke packages/cli/src on every run
# Test the compiled artifact instead: pnpm link:dist
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 First seen · 407 lines · 7,830 tokens per session scan A 6af728001fcc
launch-pad CLAUDE.md is an instructions file published in the GitHub repository AgentSystemLabs/launch-pad (23 stars, last pushed 3mo ago), licensed MIT. It adds 7,830 tokens to every session, about $0.0313 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.