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 Mtrya/paper-scout --skill paper-sourcegit clone --depth 1 https://github.com/Mtrya/paper-scoutWrote 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/mtrya/paper-scout/paper-source)<a href="https://agentmods.dev/skills/mtrya/paper-scout/paper-source"><img src="https://agentmods.dev/badge/skills/mtrya/paper-scout/paper-source/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/mtrya/paper-scout/paper-source"><img src="https://agentmods.dev/badge/skills/mtrya/paper-scout/paper-source.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 | $0.00039 | $0.00861 |
| Opus 5.5 | $0.00016 | $0.00344 |
| Sonnet 5.5 | $0.00008 | $0.00172 |
| Haiku 4.5 | $0.00004 | $0.00086 |
Grade A, and why
paper-source scanned grade A with 1 finding 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 13d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
脚本将 PDF 下载到 `drafts/`,调用本地 `mineru` 解析,把产出的 Markdown 复制到 `papers/<area>/<slug>-<paper-id>.md`,然后清理临时 PDF。依赖 `curl` 和本地 `mineru`(经 `uv tool install 'mineru[all]'` 安装)。 The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
2 files 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.
- 13d ago Changed · +15 lines e642960320c6
- 1mo ago First seen · 79 lines · 39 tokens per session scan A 54231c20dc31
paper-source is a skill published in the GitHub repository Mtrya/paper-scout (5 stars, last pushed 5d ago), with no licence file. It adds 39 tokens to every session and 861 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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