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/natsummerance/readmd/readmd-asknpx skills add Natsummerance/readMD --skill readmd-askgit clone --depth 1 https://github.com/Natsummerance/readMDWrote 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/natsummerance/readmd/readmd-ask)<a href="https://agentmods.dev/skills/natsummerance/readmd/readmd-ask"><img src="https://agentmods.dev/badge/skills/natsummerance/readmd/readmd-ask.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 | $0.00020 | $0.00081 |
| Opus 5 | $0.00010 | $0.00041 |
| Sonnet 5 | $0.00004 | $0.00016 |
| Haiku 4.5 | $0.00002 | $0.00008 |
Grade A, and why
readmd-ask 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.
What it actually says
Answer the request using only evidence in the document. Quote or point to relevant headings when useful. If the document does not contain enough information, say so plainly and separate supported facts from reasonable inferences.
Language: {{language}} Question: {{request}} Document: {{document}}
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 11 lines · 20 tokens per session scan A 60fa9dfd459b
readmd-ask is a skill published in the GitHub repository Natsummerance/readMD (20 stars, last pushed 5d ago), licensed MIT. It adds 20 tokens to every session and 81 once invoked, about $0.0001 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
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Extract PDF text, fill forms, and merge files when users ask about PDFs.
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LaTeX and mathematical notation authority — typesetting equations, document structure, AMS math environments, BibTeX citations, arXiv submission formatting, KaTeX/MathJax web rendering, and converting mathematical prose to precise symbolic notation.
academic-citation
学术论文参考文献管理与格式核对。输入是参考文献列表（混乱格式）、BibTeX/RIS 文件、DOI 列表、或正文+引用混合时使用。功能包括：统一格式（format）、格式检查（check）、生成 BibTeX（bibtex）、格式互转（convert）、DOI 验证（verify）、正文引用位置核对（inline）。覆盖期刊/会议/学位/标准/数据集/预发表/网页 7 种文献类型，GB/T 7714 与 APA/IEEE/Nature 多种风格。不适用于：正文段落润色（用 academic-writing）、图表生成（用 academic-figure）。.
awesome-ieee-report
Generates IEEE-format LaTeX technical reports from project requirements and codebase evidence, using academic prose, pseudocode-only explanations, BibTeX references, and IEEEtran formatting.
paddleocr-doc-parsing
PaddleOCR document parsing guidance for PDFs and images hosted on Baidu AI Studio. Use when the user wants to extract text or structured markdown from scans, screenshots, photos, tables, or PDFs and needs help choosing PaddleOCR options such as fileType, orientation correction, unwarping, layout detection, chart…