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 skills add zhaixin244-wq/fnw --skill chip-doc-scorergit clone --depth 1 https://github.com/zhaixin244-wq/fnwWrote 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/zhaixin244-wq/fnw/chip-doc-scorer)<a href="https://agentmods.dev/skills/zhaixin244-wq/fnw/chip-doc-scorer"><img src="https://agentmods.dev/badge/skills/zhaixin244-wq/fnw/chip-doc-scorer/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/skills/zhaixin244-wq/fnw/chip-doc-scorer"><img src="https://agentmods.dev/badge/skills/zhaixin244-wq/fnw/chip-doc-scorer.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 | $0.00152 | $0.06017 |
| Opus 5 | $0.00076 | $0.03009 |
| Sonnet 5 | $0.00030 | $0.01203 |
| Haiku 4.5 | $0.00015 | $0.00602 |
Grade A, and why
chip-doc-scorer 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 452 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Chip Doc Scorer — 芯片架构文档多维度评分器
核心理念：量化评估 → 定位短板 → 生成报告 → 指导改进 → 复评验证 适用文档类型：FS 功能规格书 / UA 微架构文档 / RTL 代码 集成方法论：
doc-quality-feedback-loop.md+risk-driven-methodology.md+cross-agent-consistency.md
设计哲学
- 文档类型自适应 — 根据文档类型自动选择对应评分 Rubric
- 双重评估 — 脚本可查项（自动化）+ LLM 审查项（语义分析）
- 量化可追溯 — 每个维度有明确的评分标准和扣分依据
- 对标规范 — 评分标准对齐项目质量检查清单（QC/MC/IC）
- 结果可比较 — 支持版本间对比，量化改进效果
- 风险感知 — 高风险维度权重自动提升，评审资源分配更精准
- 闭环改进 — 评分→改进→复评，最多 3 轮迭代直到达标
评分 Rubric 总览
| 文档类型 | Rubric | 总分 | 维度数 | 对标清单 |
|---|---|---|---|---|
| FS | FS Rubric | 100 | 8+1 | quality-checklist-fs.md |
| UA | UA Rubric | 100 | 10+1 | quality-checklist-microarch.md |
| RTL | RTL Rubric | 100 | 10+1 | quality-checklist-impl.md |
"+1" 为跨文档一致性维度，仅在上下游文档存在时启用。
FS 功能规格书 Rubric（100分）
评分维度
| # | 维度 | 权重 | 评分标准 | 对标 QC |
|---|---|---|---|---|
| F1 | 需求覆盖 | 15 | RTM 覆盖率 ≥90%=满分，每降 5% 扣 2 分；REQ 编号缺失/未追溯扣分 | QC-05, QC-21 |
| F2 | 接口完整性 | 15 | §6 信号均有 §5.x.2 对应端口；无悬空信号；位宽参数化；接口时序明确 | QC-01, QC-10, QC-13, QC-20 |
| F3 | PPA 量化度 | 10 | §8 所有指标有数值或"待综合验证"标注；子模块分配合计 ≤ 顶层；有约束类型 | QC-03, QC-11, QC-14 |
| F4 | 功能描述质量 | 15 | §4 数据流表完整（输入→处理→输出）；控制流有仲裁/流控/超时描述；工作模式有状态转移图 | QC-06, QC-16 |
| F5 | 寄存器定义 | 10 | §7 地址无重叠；位域覆盖所有 bit；访问类型正确；复位值明确 | QC-02, QC-12 |
| F6 | 异常处理 | 10 | §5.x.4 + §6.4 异常表非空；每个异常有触发条件、行为、恢复方式、相关信号 | QC-06 |
| F7 | 图表规范 | 10 | D2/Wavedrom 格式正确；PNG 文件存在；图文描述一致；每张图有说明文字 | QC-09, QC-18, QC-23~27 |
| F8 | 文档规范 | 15 | 版本号/修订历史一致；约束与假设非空；缩略语完整；子模块编号连续；时钟/复位已明确 | QC-04, QC-07, QC-08, QC-15, QC-17, QC-19, QC-22 |
| F9 | 跨文档一致性 | 10 | PR→FS 需求覆盖率 ≥95%；端口定义与 PR 一致 | cross-agent-consistency |
评分规则
- 每个维度按 1-10 分打分，乘以权重系数（权重/10）得到维度得分
- 总分 = Σ(维度分 × 权重/10)，满分 100
- 扣分必须附具体理由（引用 QC 编号和文档章节）
- 风险加权：维度涉及 Critical/High 风险 REQ 时，权重 ×1.5
评分等级
| 等级 | 分数区间 | 含义 | 建议 |
|---|---|---|---|
| S | 90-100 | 优秀 | 可直接进入 UA 阶段 |
| A | 80-89 | 良好 | 小幅修改后可进入 UA |
| B | 70-79 | 合格 | 需修复明显缺陷后重新评分 |
| C | 60-69 | 不合格 | 需返回 FS 设计阶段补充 |
| D | <60 | 严重不足 | 需重新编写 FS |
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.
- 12d ago First seen · 452 lines · 152 tokens per session scan A 5019eee3c3df
chip-doc-scorer is a skill published in the GitHub repository zhaixin244-wq/fnw (29 stars, last pushed 3mo ago), licensed MIT. It adds 152 tokens to every session and 6,017 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
baoyu-youtube-transcript
A tool for downloading the written captions, subtitles, chapter information, speaker labels, and cover image from a YouTube video using its URL or ID.
orbit-notion
Open Orbit briefing skill — selected by the Orbit pipeline when Notion is the user's only connected connector, or when the user explicitly scopes their daily digest to Notion. Pulls the past 24 hours of document edits, comments, mentions, and database row changes from the user's authenticated Notion connection and…
instrument-data-to-allotrope
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full…
feishu
Work with Feishu or Lark bots, docs, sheets, bitables, approval flows, and OpenAPI/MCP setup without hardcoding credentials.
read
Reads URLs and PDFs by fetching source content, defaulting to concise summaries for plain read requests and clean Markdown when asked to convert, save, quote, cite, or feed downstream work. Use when users ask in any language to read, fetch, check, summarize, quote, cite, convert, or save a URL or PDF. Not for local…
overleaf-sync
A two-way connection between a local paper folder and Overleaf, a web-based LaTeX editor for writing research papers. It lets you move changes between the local files and the shared Overleaf project.