HyperHierarchicalRAG: Skill for Claude Code

.claude/skills/project-init/SKILL.md

project-init is a skill for Claude Code from u9401066/HyperHierarchicalRAG. It costs 0 tokens per session (461 once invoked), scanned A, a copy of project-init, Apache-2.0.

A project-starting helper that creates a new project from an existing template. It copies the structure and selected files, then prepares fresh project metadata and history.

In plain words
What is it for?
It helps create the directory structure, rename the project, reset Git history, clear stored project notes, reset the changelog, and configure basic project choices.
Why use it?
It removes repetitive setup work when starting another project with the same foundations.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: reads .claude/ paths.

This is u9401066/HyperHierarchicalRAG's own configuration. It tells Claude Code how to work on HyperHierarchicalRAG 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 HyperHierarchicalRAG configures →

Reuse

Borrowing it

Nothing to install: this file belongs to u9401066/HyperHierarchicalRAG. 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/u9401066/HyperHierarchicalRAG/master/.claude/skills/project-init/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/u9401066/HyperHierarchicalRAG

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 project-init

README.md
[![agentmods](https://agentmods.dev/badge/skills/u9401066/hyperhierarchicalrag/project-init/github.svg)](https://agentmods.dev/skills/u9401066/hyperhierarchicalrag/project-init)
Your own site
<a href="https://agentmods.dev/skills/u9401066/hyperhierarchicalrag/project-init"><img src="https://agentmods.dev/badge/skills/u9401066/hyperhierarchicalrag/project-init/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 project-init

Your own site · 80×15
<a href="https://agentmods.dev/skills/u9401066/hyperhierarchicalrag/project-init"><img src="https://agentmods.dev/badge/skills/u9401066/hyperhierarchicalrag/project-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 461 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod 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 $0.00000 $0.00461
Opus 5.5 $0.00000 $0.00184
Sonnet 5.5 $0.00000 $0.00092
Haiku 4.5 $0.00000 $0.00046

Measured 1mo ago against content hash 766fdbd07468, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

project-init 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 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.

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.

Origin

This is a copy

100% identical to project-init — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/skills/project-init/SKILL.md · 73 lines

What it actually says


name: project-init description: Initialize new projects using this template. Triggers: init, new, 新專案, 初始化, create project, 建立專案, bootstrap, scaffold project.

專案初始化技能

描述

將此專案作為模板,快速初始化新專案。

觸發條件

  • 「初始化新專案」
  • 「從模板建立專案」
  • 「create new project」

功能

1. 模板複製

複製此專案的架構到新目錄:

「用這個模板建立 my-new-project」

執行:
1. 複製目錄結構
2. 重置 Git 歷史
3. 更新專案名稱
4. 清空 Memory Bank
5. 重置 CHANGELOG

2. 複製內容

檔案/目錄 動作
CONSTITUTION.md 複製
.github/bylaws/ 複製
.claude/skills/ 複製
.github/workflows/ 複製
.github/ISSUE_TEMPLATE/ 複製
memory-bank/ 複製結構,清空內容
README.md 重置為模板
CHANGELOG.md 重置為初始版本
.git/ 重新初始化

3. 互動式設定

詢問用戶:

  • 專案名稱
  • 專案描述
  • 授權類型 (MIT/Apache/GPL)
  • 主要程式語言
  • 是否需要 Docker 支援

輸出格式

🚀 專案初始化

專案名稱: my-new-project
位置: ~/projects/my-new-project

✅ 目錄結構已建立
✅ 憲法與子法已複製
✅ Skills 已複製
✅ CI/CD 已設定
✅ Git 已初始化

下一步:
  cd ~/projects/my-new-project
  code .
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. 1mo ago First seen · 73 lines · 0 tokens per session scan A 766fdbd07468

Subscribe to this mod's changes

project-init is a skill published in the GitHub repository u9401066/HyperHierarchicalRAG (2 stars, last pushed 6mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 461 tokens. A static security scan graded it A with 0 findings. It is 100% identical to project-init, differing in 0 lines, and is treated as a copy.

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