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/research-coordination/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/research-coordination)<a href="https://agentmods.dev/skills/tobyilee/book-writer/research-coordination"><img src="https://agentmods.dev/badge/skills/tobyilee/book-writer/research-coordination/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/research-coordination"><img src="https://agentmods.dev/badge/skills/tobyilee/book-writer/research-coordination.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 | $0.00087 | $0.00366 |
| Opus 5.5 | $0.00035 | $0.00146 |
| Sonnet 5.5 | $0.00017 | $0.00073 |
| Haiku 4.5 | $0.00009 | $0.00037 |
Grade A, and why
research-coordination 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 1mo 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
Research Coordination
여러 소스의 리서치를 병렬로 모아 하나의 레퍼런스 문서로 합성한다. 책 저술 중이면 오케스트레이터 Phase 1이 이 흐름을 그대로 따른다.
- 주제·주요 내용·대상 독자·
genre·슬러그로 한 문단짜리 브리프를 만든다. - 장르에 맞는 리서처를 한 메시지에서 병렬로 띄운다 —
tech-book은web-researcher·paper-researcher·community-researcher, 그 밖의 장르는web-researcher·community-researcher(학술 근거가 중요한 주제면paper-researcher추가). 각자{slug}/research/{web,papers,community}.md에 쓴다. - 모두 끝나면
research-lead를 불러{slug}/01_reference.md로 합성한다. 합성 원칙과 출력 구조는research-lead에이전트 정의에 있다.
리서처 하나가 실패하면 한 번 다시 띄우고, 또 실패하면 그 소스 없이 합성하며 "리서치 한계"에 적는다.
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.
- 1mo ago Changed · -41 lines 0c88cd59736d
- 2mo ago First seen · 56 lines · 87 tokens per session scan A c12302e84f91
research-coordination is a skill published in the GitHub repository tobyilee/book-writer (85 stars, last pushed 3d ago), licensed MIT. It adds 87 tokens to every session and 366 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.
research-coordination compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| research-coordinationtobyilee/book-writer | Skill | 85 | 3d ago | MIT | A | 87 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |