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 gioviat/research-toolkit --skill paper-writinggit clone --depth 1 https://github.com/gioviat/research-toolkitWrote 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/gioviat/research-toolkit/paper-writing)<a href="https://agentmods.dev/skills/gioviat/research-toolkit/paper-writing"><img src="https://agentmods.dev/badge/skills/gioviat/research-toolkit/paper-writing/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/gioviat/research-toolkit/paper-writing"><img src="https://agentmods.dev/badge/skills/gioviat/research-toolkit/paper-writing.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 | $0.00058 | $0.01279 |
| Opus 5 | $0.00029 | $0.00639 |
| Sonnet 5 | $0.00012 | $0.00256 |
| Haiku 4.5 | $0.00006 | $0.00128 |
Grade A, and why
paper-writing 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 8d 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 — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Paper writing
Structure-level rules; scientific-prose covers the sentence level.
Structure
A paper should be self-contained, well organized and with a clear structure. Use the template below as a guide. Don't follow it blindly: it is a general guide rather than a strict constraint. Maintain the structure, but adapt each section to the specific content if it helps in conveying the idea without sacrificing rigor. If something cannot be satisfied for a specific paper, just skip it.
Abstract
The abstract is a short, standalone summary of the paper, typically around 250 words. It must concisely convey:
- Context: the general domain or problem
- Gap: specific limitations in existing work
- Method: The proposed approach to solve the problem
- Results: The primary empirical and/or theoretical findings
- Impacts: Why this results matter to the field
Introduction
The introduction serves as the narrative foundation of the paper. It should convince the reader that the problem is significant and the proposed solution is sound, while maintaining scientific rigor and objectivity.
- Motivation: establish the problem setting and why it is challenging
- Existing limitations: briefly highlight why current state-of-the-art method fall short
- Proposed approach: provide a high-level overview of your method, without excessive notation
- Explicit contributions: conclude the introduction with a bulleted list of 3-4 specific, verifiable contributions (e.g. a new theoretical bound, a novel architecture, or a definitive empirical benchmark). Make sure the contributions are supported by the rest of the paper, and perfectly match the results described later.
Related work
This section gives context to the contribution withing the broader literature. It is not a chronological list of paper, but a thematic categorization.
- Group related papers by methodology or problem setting
- Explicitly contrast the proposed work with the closest existing baselines, highlighting structural, theoretical, or empirical differences.
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.
- 8d ago First seen · 82 lines · 58 tokens per session scan A dde5ed400e9f
paper-writing is a skill published in the GitHub repository gioviat/research-toolkit (2 stars, last pushed 1mo ago), licensed MIT. It adds 58 tokens to every session and 1,279 once invoked, about $0.0003 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 2026-08-31.
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