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/community-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/community-research)<a href="https://agentmods.dev/skills/tobyilee/book-writer/community-research"><img src="https://agentmods.dev/badge/skills/tobyilee/book-writer/community-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/community-research"><img src="https://agentmods.dev/badge/skills/tobyilee/book-writer/community-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 | $0.00100 | $0.00928 |
| Opus 5.5 | $0.00040 | $0.00371 |
| Sonnet 5.5 | $0.00020 | $0.00186 |
| Haiku 4.5 | $0.00010 | $0.00093 |
Grade A, and why
community-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 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 Research
커뮤니티에서 실무자의 날것 목소리를 모은다. 논문이 이론, 웹이 정리된 지식이라면 커뮤니티는 현장의 고통과 논쟁의 원천이다. 이 자료가 곧 책의 "공감 포인트"가 된다.
절차
- 커뮤니티 선택 — 주제·대상 독자에 맞춰 플랫폼 조합 (tech-book 기준, 다른 장르는 community-researcher 에이전트의 장르별 소스 표 참조):
- 글로벌: Reddit(주제별 서브레딧), Hacker News, Lobsters, Stack Overflow, GitHub(Discussions·Issues·PR 토론), Dev.to, 공개 Discord/Slack 로그, X(개발자 스레드), Mastodon
- 한국: OKKY, velog, GeekNews(긱뉴스) 댓글, 커리어리, 한국 개발자 디스코드/슬랙, 네이버 개발 카페, 지디넷
- 버전·릴리스 민감 주제: GitHub Issues/PR과 릴리스 토론을 비중 있게 — 최신 변경의 실무 반응이 여기 먼저 뜬다 (신선도 메타 기록, fact-checker 대조용)
- 검색 실행 — WebSearch·WebFetch로 토론 페이지 수집
- 패턴 추출
- 반복되는 고통/질문 — 3명 이상이 비슷한 고민을 토로한 패턴
- 실무 휴리스틱 — 답변 다수 추천 또는 "10년간 써봤는데~" 식 경험담
- 논쟁점 — 댓글 논쟁이 길게 이어진 주제, 양쪽 관점 보존
- 검증 라벨링 — 모든 커뮤니티 주장은 "커뮤니티 의견, 검증 필요"로 표시
- 저장 —
{slug}/research/community.md
수집 가이드
- 목표 건수: 10~20개 토론·게시글
- 원문 링크 필수: 추후 인용 시 검증 가능해야 함
- 날것 인용: 깔끔한 정리보다 "이 부분에서 정말 미칠 것 같다" 같은 감정 섞인 문장을 그대로 보존
- 익명 주장 주의: 저자 프로필이 없으면 비판적으로 취급
출력 형식
# 커뮤니티 리서치: {주제}
## 반복되는 고통·질문 (챕터 오프닝 소재)
### 패턴 1: {한 줄 요약}
- 출현 예시:
- Reddit: {URL} — "...인용..."
- OKKY: {URL} — "...인용..."
- 추정 원인 (커뮤니티가 공유하는 진단):
## 실무 휴리스틱
### 휴리스틱 1: {요약}
- 출처: {URL}
- 원문:
> "..."
- 추천·동조 반응:
## 논쟁점
### 논쟁 A: {주제}
- 관점 1: {요약}
- 대표 발언:
- 관점 2: {요약}
- 대표 발언:
## 수집 한계
- 미접근 플랫폼: ...
- 언어 편중: ...
실패 대응
- 특정 플랫폼 접근 실패 → 대체 플랫폼 보충
- 주제가 너무 특수해 토론 적음 → 수량 집착 말고 질적 발췌에 집중, 한계 명시
- 검증되지 않은 주장만 풍성 → "검증 필요" 라벨을 붙이고 웹·논문 자료로 교차 확인 권고
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 6d6dd6df89e7
- 2mo ago First seen · 67 lines · 100 tokens per session scan A 12fdbe45cb36
community-research is a skill published in the GitHub repository tobyilee/book-writer (85 stars, last pushed 3d ago), licensed MIT. It adds 100 tokens to every session and 928 once invoked, about $0.0004 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-research compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| community-researchtobyilee/book-writer | Skill | 85 | 3d ago | MIT | A | 100 | 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 |