NoizuPromptLingo: Command for Claude Code

.claude/commands/init-project-fast.md

init-project-fast is a command for Claude Code from noizu-labs-ml/NoizuPromptLingo. It costs 62 tokens per session (3,570 once invoked), scanned C, original, MIT.

A command that explores a project and creates starter documentation: CLAUDE.md, an architecture overview, and a layout overview.

In plain words
What is it for?
It initializes project documentation and creates drafts that can later be expanded with architecture and layout updates.
Why use it?
It gives a project a basic written map without requiring a full documentation pass first, so later work has shared context.

Command for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions CLAUDE.md.

This is noizu-labs-ml/NoizuPromptLingo's own configuration. It tells Claude Code how to work on NoizuPromptLingo 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 NoizuPromptLingo configures →

Reuse

Borrowing it

Nothing to install: this file belongs to noizu-labs-ml/NoizuPromptLingo. 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/noizu-labs-ml/NoizuPromptLingo/main/.claude/commands/init-project-fast.md
Clone the repo
git clone --depth 1 https://github.com/noizu-labs-ml/NoizuPromptLingo

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.

agentmods badge for init-project-fast

README.md
[![agentmods](https://agentmods.dev/badge/commands/noizu-labs-ml/noizupromptlingo/init-project-fast/github.svg)](https://agentmods.dev/commands/noizu-labs-ml/noizupromptlingo/init-project-fast)
Your own site
<a href="https://agentmods.dev/commands/noizu-labs-ml/noizupromptlingo/init-project-fast"><img src="https://agentmods.dev/badge/commands/noizu-labs-ml/noizupromptlingo/init-project-fast/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.

agentmods 80×15 button for init-project-fast

Your own site · 80×15
<a href="https://agentmods.dev/commands/noizu-labs-ml/noizupromptlingo/init-project-fast"><img src="https://agentmods.dev/badge/commands/noizu-labs-ml/noizupromptlingo/init-project-fast.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 62 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,570 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00062 $0.03570
Opus 5 $0.00031 $0.01785
Sonnet 5 $0.00012 $0.00714
Haiku 4.5 $0.00006 $0.00357

Measured 7d ago against content hash c1b16c835240, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade C, and why

init-project-fast scanned grade C 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 7d 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf .npl/project-init/
.claude/commands/init-project-fast.md · 562 lines

How it starts

The opening of the file, as written. The whole thing — 562 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Initialize Project (Fast)

Bootstrap project documentation with progressive artifact generation and interstitial working files.

Outputs: CLAUDE.md, docs/PROJECT-ARCH.md, docs/PROJECT-LAYOUT.md

Design Philosophy

no-coordinator : Launch scouts directly — no pre-scan, no orchestration overhead

progressive : Generate drafts as scouts report, refine incrementally

interstitial : Working files in .npl/project-init/ visible during execution, cleaned up at end

minimal-viable : Skeleton docs that can be expanded via /update-arch and /update-layout


Phase 1: Initialize Environment

Initialize CLAUDE.md and prepare interstitial workspace:

  • Use the NPLLoad MCP tool to load minimal NPL dependencies: NPLLoad(expression="syntax fences directives")
  • Use directory exploration tools (Glob, Bash tree) for directory structure exploration

Create interstitial workspace: mkdir -p .npl/project-init/synthesis

Version Handling

The init-claude command uses versioned prompt sections with npl-instructions: YAML headers. Behavior depends on existing CLAUDE.md state:

First-time initialization (no versioned sections):

  • Appends all default prompts automatically
  • Exit code 1 (changes made)

Existing versioned sections:

  • Prints version comparison table (source vs installed)
  • Exits without modifying (exit code 2 if updates available, 0 if current)
  • User must explicitly choose to update

Write coordination state:

// .npl/project-init/meta.json
{
  "session_start": "<timestamp>",
  "scouts_launched": [],
  "scouts_complete": [],
  "stack_detected": null,
  "synthesis_started": false
}

CLAUDE.md receives:

  • NPL Conventions (visualization preferences, tools)
  • NPL Load Directive
  • NPL Scripts reference
  • SQLite Quick Guide

Phase 2: Direct Scout Deployment

🎯 Launch all 4 scouts in a single parallel batch. No coordinator, no pre-scan.

Scout Consolidation

Scout Merged From Domain Key Targets
Scout-Foundation Structure + Layers Project skeleton, tech stack, layer boundaries tree, manifests, entry points, config
Scout-Core Domain + Patterns Business logic, code patterns, testing src/, lib/, domain code, tests
Scout-Infra Services + DevOps Infrastructure, deployment, external services docker, k8s, ci/cd, database
Scout-Surface API Public interfaces, contracts, documentation routes, openapi, README

Read the full file on GitHub · 562 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. 7d ago First seen · 562 lines · 62 tokens per session scan C c1b16c835240

Subscribe to this mod's changes

init-project-fast is a command published in the GitHub repository noizu-labs-ml/NoizuPromptLingo (13 stars, last pushed 2d ago), licensed MIT. It adds 62 tokens to every session and 3,570 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.