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 Zaoqu-Liu/ScienceClaw --skill prismer-paper-searchgit clone --depth 1 https://github.com/Zaoqu-Liu/ScienceClawWrote 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/zaoqu-liu/scienceclaw/prismer-paper-search)<a href="https://agentmods.dev/skills/zaoqu-liu/scienceclaw/prismer-paper-search"><img src="https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/prismer-paper-search/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/zaoqu-liu/scienceclaw/prismer-paper-search"><img src="https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/prismer-paper-search.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 | $0.00023 | $0.00610 |
| Opus 5 | $0.00012 | $0.00305 |
| Sonnet 5 | $0.00005 | $0.00122 |
| Haiku 4.5 | $0.00002 | $0.00061 |
Grade A, and why
paper-search 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 7d 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 — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Paper Search Skill
Description
Search and discover academic papers from various databases and repositories.
Tools Used
arxiv_to_prompt- Convert arXiv papers to LLM-readable text (search by arXiv ID)load_pdf- Load PDF papers in the workspace viewer- Web search is available as a built-in agent capability
Capabilities
Search Academic Databases
- arXiv (preprints in physics, math, CS, etc.)
- Semantic Scholar (comprehensive academic search)
- Google Scholar (broad academic coverage)
- PubMed (biomedical literature)
Retrieve Paper Information
- Title, authors, abstract
- Publication venue and date
- Citation count and references
- Download links (when available)
Organize Results
- Filter by date, citation count, relevance
- Group by topic or author
- Export to reference managers
Usage Patterns
Basic Search
When user says: "Find papers about transformer architectures"
- Formulate search query
- Search primary databases (arXiv, Semantic Scholar)
- Collect top results with metadata
- Present organized list with key information
Specific Author Search
When user says: "Find recent papers by [Author Name]"
- Search by author name
- Filter by publication date
- Show papers with co-authors and venues
Citation Search
When user says: "Find papers that cite [Paper Title]"
- Identify the source paper
- Search for citing papers
- Organize by recency and relevance
Related Work Search
When user says: "Find related work for this topic"
- Identify key concepts and terms
- Search across multiple databases
- Categorize by methodology or approach
- Highlight highly cited foundational papers
Output Format
Single Paper Result
Title: [Paper Title]
Authors: [Author List]
Year: [Publication Year]
Venue: [Journal/Conference]
Abstract: [First 200 words...]
Citations: [Count]
Link: [URL]
Search Results Summary
Found [N] relevant papers:
Top Results:
1. [Title] ([Year]) - [Citation Count] citations
2. [Title] ([Year]) - [Citation Count] citations
...
Would you like me to:
- Show detailed abstracts?
- Filter by specific criteria?
- Export to BibTeX?
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.
- 7d ago First seen · 98 lines · 23 tokens per session scan A 75473c98e15d
paper-search is a skill published in the GitHub repository Zaoqu-Liu/ScienceClaw (60 stars, last pushed 5mo ago), licensed MIT. It adds 23 tokens to every session and 610 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 2026-09-03.
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