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.
npx agentmods add skills/u9401066/hyperhierarchicalrag/project-initnpx skills add u9401066/HyperHierarchicalRAG --skill project-initgit clone --depth 1 https://github.com/u9401066/HyperHierarchicalRAGWrote 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/skills/u9401066/hyperhierarchicalrag/project-init)<a href="https://agentmods.dev/skills/u9401066/hyperhierarchicalrag/project-init"><img src="https://agentmods.dev/badge/skills/u9401066/hyperhierarchicalrag/project-init.svg" alt="Measured on agentmods" 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 | $0.00000 | $0.00461 |
| Opus 5 | $0.00000 | $0.00230 |
| Sonnet 5 | $0.00000 | $0.00092 |
| Haiku 4.5 | $0.00000 | $0.00046 |
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 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.
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.
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 .
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.
- 4d ago First seen · 73 lines · 0 tokens per session scan A 766fdbd07468
project-init is a skill published in the GitHub repository u9401066/HyperHierarchicalRAG (2 stars, last pushed 4mo 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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