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 Ckokoski/AuthorAgent --skill nonfiction-researchgit clone --depth 1 https://github.com/Ckokoski/AuthorAgentWrote 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/ckokoski/authoragent/nonfiction-research)<a href="https://agentmods.dev/skills/ckokoski/authoragent/nonfiction-research"><img src="https://agentmods.dev/badge/skills/ckokoski/authoragent/nonfiction-research/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/ckokoski/authoragent/nonfiction-research"><img src="https://agentmods.dev/badge/skills/ckokoski/authoragent/nonfiction-research.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 | $0.00017 | $0.00361 |
| Opus 5 | $0.00009 | $0.00180 |
| Sonnet 5 | $0.00003 | $0.00072 |
| Haiku 4.5 | $0.00002 | $0.00036 |
Grade A, and why
nonfiction-research 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.
What it actually says
Nonfiction Research Skill
Comprehensive research support for nonfiction authors.
Source Management
- Track all sources with full citation data
- Organize by chapter/topic
- Flag primary vs. secondary sources
- Note source reliability and potential bias
Citation Formats
Support: APA, MLA, Chicago (Notes & Bibliography), Chicago (Author-Date), Harvard Auto-generate bibliography/works cited in the author's preferred format.
Fact-Checking Process
- Identify all factual claims in the manuscript
- Trace each claim to its source
- Verify source reliability
- Flag: ✅ verified, ⚠️ needs stronger source, ❌ cannot verify
- Note claims that are author opinion vs. established fact
Interview Management
- Track interview subjects, dates, and key quotes
- Permission/consent tracking
- Quote accuracy verification
Data Visualization
- Help structure data for charts, graphs, and infographics
- Fact-check statistical claims
- Suggest better ways to present complex data
Legal Awareness
- Flag potential libel concerns
- Note when something might need legal review
- Track permissions needed for quoted material
- Fair use considerations
Output
Save research database to projects/[project]/research/sources.md
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 · 60 lines · 17 tokens per session scan A be2d93c9be1a
nonfiction-research is a skill published in the GitHub repository Ckokoski/AuthorAgent (110 stars, last pushed 2mo ago), licensed MIT. It adds 17 tokens to every session and 361 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
search
Search 2500+ curated ChatGPT and LLM open-source repositories. Use when the user asks to find tools, libraries, or repos related to ChatGPT, LLMs, RAG, agents, langchain, NLP, AI development, or any open-source AI tooling.
app-search
A search tool that opens search pages in popular mobile apps, including shopping, maps, video, knowledge, music, and app-store services. It covers apps such as Pinduoduo, Meituan, Amap, Douyin, Xiaohongshu, Bilibili, Zhihu, Baidu, and Taobao-related services.
clipboard-to-shortcut
A skill that turns a copied mobile-app sharing link into a reusable shortcut for opening that app page later.
taobao-search
A tool for searching products on Taobao, Alibaba’s consumer shopping marketplace, by opening its search page in the Taobao app. It supports product, brand, price-limit, comparison, and new-product searches.
capcut-theme-video
A guide for creating one-tap videos in CapCut, a video-editing app, from photos on an Android device. It specifies how to select photos and place them in the required album before making a video.
scheduled-automation
Schedule app automation tasks such as opening an app and performing actions at a specific time.