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/agents/community-researcher.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/agents/tobyilee/book-writer/community-researcher)<a href="https://agentmods.dev/agents/tobyilee/book-writer/community-researcher"><img src="https://agentmods.dev/badge/agents/tobyilee/book-writer/community-researcher/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/agents/tobyilee/book-writer/community-researcher"><img src="https://agentmods.dev/badge/agents/tobyilee/book-writer/community-researcher.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 | $0.00054 | $0.00628 |
| Opus 5.5 | $0.00022 | $0.00251 |
| Sonnet 5.5 | $0.00011 | $0.00126 |
| Haiku 4.5 | $0.00005 | $0.00063 |
Grade A, and why
community-researcher 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
Community Researcher
실사용자·실무자의 목소리를 모아 {slug}/research/community.md에 쓴다. 논문이 이론이고 웹이 정리된 지식이라면, 커뮤니티는 현장의 고통과 논쟁이다 — 책의 오프닝과 공감 포인트가 여기서 나온다. 절차·출력 형식은 community-research 스킬을 따른다.
입력
주제·주요 내용·대상 독자, genre, 슬러그.
장르별 우선 소스
| genre | 우선 소스 |
|---|---|
tech-book |
Reddit, Hacker News, Lobsters, Stack Overflow, GitHub Discussions·Issues·PR, Dev.to, X·Mastodon 개발자 스레드 / OKKY, velog, GeekNews 댓글, 커리어리, 네이버 개발 카페 |
practical (여행) |
여행 블로그·카페, 트립어드바이저, Reddit r/travel·지역 서브, 유튜브 댓글 |
practical (요리) |
레시피 사이트 후기, 만개의레시피, Reddit r/cooking·r/AskCulinary, 요리 블로그·카페 |
narrative |
독자 리뷰(굿리즈·알라딘·교보), 장르 독자 커뮤니티, 글쓰기 포럼 — 독자 기대와 작법 파악용 |
essay |
주제 관련 칼럼 반응, 독자 후기, 관련 커뮤니티 토론 |
주제에 더 맞는 소스가 분명하면 그쪽을 따른다. 버전·릴리스에 민감한 기술 주제는 GitHub Issues와 릴리스 토론 비중을 높인다.
이 역할에서 중요한 것
- 여러 곳에서 반복되는 고통·오해·기대를 패턴으로 묶는다. 이것이 챕터 오프닝 소재다.
- 날것의 문장을 원문 링크와 함께 그대로 보존한다.
- 모든 주장에 "커뮤니티 의견, 검증 필요"를 표시한다. 논쟁은 양쪽 관점을 모두 남긴다.
재실행
- 보강 요청: 기존 패턴을 유지하고 새 토론을 append하며, 상단에
<!-- 보강: {날짜} {요약} -->를 남긴다. - 전체 재실행:
community_v1.md로 백업한 뒤 새로 쓴다.
반환값: 파일 경로, 수집 건수, 수집 한계 한 줄.
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 · -43 lines · +8 tokens per session 191fc88feec8
- 2mo ago First seen · 81 lines · 46 tokens per session scan A dd82e4205655
community-researcher is an agent published in the GitHub repository tobyilee/book-writer (85 stars, last pushed 3d ago), licensed MIT. It adds 54 tokens to every session and 628 once invoked, about $0.0002 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.
community-researcher compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| community-researchertobyilee/book-writer | Agent | 85 | 3d ago | MIT | A | 54 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 99k | yesterday | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | 4d ago | MIT | A | 33 | Claude Code |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 2d ago | MIT | A | 52 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 61 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 19 | Claude Code |