Borrowing it
Nothing to install: this file belongs to tobyilee/book-writer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/tobyilee/book-writer/main/.claude/skills/paper-research/SKILL.mdgit clone --depth 1 https://github.com/tobyilee/book-writerWrote 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/tobyilee/book-writer/paper-research)<a href="https://agentmods.dev/skills/tobyilee/book-writer/paper-research"><img src="https://agentmods.dev/badge/skills/tobyilee/book-writer/paper-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/tobyilee/book-writer/paper-research"><img src="https://agentmods.dev/badge/skills/tobyilee/book-writer/paper-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00080 | $0.00664 |
| Opus 5.5 | $0.00032 | $0.00266 |
| Sonnet 5.5 | $0.00016 | $0.00133 |
| Haiku 4.5 | $0.00008 | $0.00066 |
Grade A, and why
paper-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 2mo 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
Paper Research
학술 자료에서 이론·방법·실증 결과를 수집한다. 대중 자료나 커뮤니티 토론은 다루지 않는다.
절차
- 검색 전략 수립
- 서베이 논문을 먼저 찾는다 (분야 전체 조감에 유리)
- 그 다음 seminal 논문 (피인용 500+) 2~3편
- 그 다음 최근 3년 내 주요 논문 3~5편
- 검색 소스
- arXiv (사전 인쇄)
- Google Scholar (피인용 순)
- Semantic Scholar API (abstract·링크 조회 유리)
- 분야별 학회·저널 (ACM, IEEE, ACL 등)
- 논문 평가
- 피인용수, 발표처, 재현성 여부 확인
- 추출 — 각 논문에서:
- 핵심 주장 (3~5문장)
- 방법론 요약 (대상 독자 수준에 맞게 추상화)
- 수치·실험 결과
- 인용 가능한 문장 (원문 페이지·섹션 표시)
- 저장 —
{slug}/research/papers.md
가이드
- 목표 건수: 3~10편
- 최신성·고전 균형: 7:3 또는 5:5
- 독자 수준 고려: 비학문 개발자 대상이면 수학적 증명은 축약, 결과와 직관 중심
- 재현성 점검: 코드·데이터 공개 여부를 체크해 "실제로 써볼 수 있는" 자료 우선
출력 형식
# 논문 리서치: {주제}
## 논문 1: {제목}
- 저자·연도: {...}
- 발표처: {학회·저널명, 볼륨}
- DOI/arXiv ID: {...}
- 피인용수: {숫자, 조회 시점}
- 요약 (3~5문장):
- 방법론 요약:
- 핵심 수치·결과:
- 인용할 만한 문장:
> "..." (p.{페이지})
- 독자 전달 방식 제안: {비유·단순화 아이디어}
실패 대응
- arXiv·Scholar 접근 실패 → Semantic Scholar API 활용
- 논문 전문 접근 불가 → abstract + 공개 프리프린트 기반, 한계 명시
- 서베이 논문 없음 → 분야 리뷰 아티클(예: ACM Computing Surveys)로 대체
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.
- 2mo ago First seen · 60 lines · 80 tokens per session scan A 1d66ec7e331d
paper-research is a skill published in the GitHub repository tobyilee/book-writer (85 stars, last pushed 3d ago), licensed MIT. It adds 80 tokens to every session and 664 once invoked, about $0.0003 per session on Opus 5.5. 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.
paper-research compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| paper-researchtobyilee/book-writer | Skill | 85 | 3d ago | MIT | A | 80 | Claude Code |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 35k | 2d ago | Apache-2.0 | A | 123 | Claude Code |
| exploratory-data-analysisK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 83 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 44 | Claude Code |
| phylogeneticsK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 71 | Claude Code, Codex |
| research-engineerdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 43 | Claude Code, Codex |
| mapping-to-snomedmaziyarpanahi/openmed | Skill | 5.8k | yesterday | Apache-2.0 | A | 205 | Claude Code |