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/code-reviewernpx skills add u9401066/HyperHierarchicalRAG --skill code-reviewergit 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/code-reviewer)<a href="https://agentmods.dev/skills/u9401066/hyperhierarchicalrag/code-reviewer"><img src="https://agentmods.dev/badge/skills/u9401066/hyperhierarchicalrag/code-reviewer.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 | $0.00386 |
| Opus 5 | $0.00000 | $0.00193 |
| Sonnet 5 | $0.00000 | $0.00077 |
| Haiku 4.5 | $0.00000 | $0.00039 |
Grade A, and why
code-reviewer 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 3d 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 code-reviewer — 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: code-reviewer description: Comprehensive code review checking quality, security, and best practices. Triggers: CR, review, 審查, 檢查, check, 看一下, PR, code review, 品質.
程式碼審查技能
描述
對程式碼進行全面審查,檢查品質、安全性和最佳實踐。
觸發條件
- 「review 這段程式碼」
- 「檢查程式碼」
- 「code review」
審查項目
1. 程式碼品質
- 命名是否清晰
- 函數長度是否合理(建議 < 50 行)
- 是否遵循 DRY 原則
- 複雜度是否過高
2. 安全性
- SQL 注入風險
- XSS 漏洞
- 敏感資料暴露
- 權限檢查
3. 效能
- N+1 查詢問題
- 不必要的迴圈
- 記憶體洩漏風險
4. 可維護性
- 註解是否充足
- 錯誤處理是否完整
- 測試覆蓋率
輸出格式
## 審查結果
### ✅ 優點
- ...
### ⚠️ 建議改進
- [嚴重程度] 問題描述
- 位置:第 X 行
- 建議:...
### 📊 評分
- 品質:X/10
- 安全:X/10
- 效能:X/10
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.
- 3d ago First seen · 58 lines · 0 tokens per session scan A c214a3874212
code-reviewer 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 386 tokens. A static security scan graded it A with 0 findings. It is 100% identical to code-reviewer, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
mcp-builder
Automates the creation, validation, and management of Model Context Protocol (MCP) server projects. Provides standardized project scaffolding, build automation, and integration patterns for MCP-compliant services.
ux-ui-analyze-single-page
Analyze exactly one captured UI page (from uxuimap screenshots + request JSON) and immediately write/update uxuimap/pages/{page}.md in neutral descriptive language. Use when asked to analyze screenshots, rewrite corresponding analysis immediately, or avoid memory/context saturation.
dbrain-processor
Personal assistant for processing daily voice/text entries from Telegram. Classifies content, saves thoughts to Obsidian with wiki-links, generates HTML reports. Integrates Your Business context (clients, projects, CRM). Triggers on /process command or daily 21:00 cron.
autograph
Schema-as-code enforcement for any Obsidian vault. Zero hardcoded domains. Use when creating vault cards, checking vault health, running schema compliance, deduplicating entities, generating MOC indexes, running decay cycles, bootstrapping a vault, fixing wikilinks, finding orphans or backlinks, extracting entities…
create-retrospective
Generate a comprehensive retrospective for a (model, lane) pair that maps the explored search space, identifies coverage gaps from the topic taxonomy (model-optimization-index.md) and Pallas kernel catalog, surfaces premature-exhaustion signals (single-axis-probe vs kernel-port imbalance, frontier-stuck duration), and…
stop-experiment
Stop the autoresearch optimization loop cleanly. Disarms the launch-armed process watcher, cancels pending wakeups, reaps orphan workloads on the project's cluster pool, files any missing experiment pages, runs lint, and appends a clean-shutdown marker to wiki/log.md. Invoke at the end of an autoresearch session.