Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
개발 커뮤니티에서 기술 주제에 대한 다양한 의견 수집. An agent skill from team-attention/plugins-for-claude-natives.
MITAuto-check passed
Install Dev Scan
$ npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install team-attention/plugins-for-claude-natives dev-scan --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/dev/skills/dev-scan .claude/skills/dev-scan && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "dev-scan" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scan into .claude/skills/dev-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dev-scan", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scanType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install team-attention/plugins-for-claude-natives dev-scan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/dev/skills/dev-scan .agents/skills/dev-scan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dev-scan" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scan into .agents/skills/dev-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dev-scan", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install team-attention/plugins-for-claude-natives dev-scan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/dev/skills/dev-scan .cursor/skills/dev-scan && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "dev-scan" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scan into .cursor/skills/dev-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dev-scan", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/team-attention/plugins-for-claude-natives.git --path plugins/dev/skills/dev-scan--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install team-attention/plugins-for-claude-natives dev-scan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/dev/skills/dev-scan .gemini/skills/dev-scan && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "dev-scan" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scan into .gemini/skills/dev-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dev-scan", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install team-attention/plugins-for-claude-natives dev-scanInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/dev/skills/dev-scan .github/skills/dev-scan && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "dev-scan" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scan into .github/skills/dev-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dev-scan", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install team-attention/plugins-for-claude-natives dev-scan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/dev/skills/dev-scan .opencode/skills/dev-scan && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "dev-scan" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/dev-scan into .opencode/skills/dev-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dev-scan", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
dev-scan- GitHub stars
- 825
- Token cost
- ~927 tokens
- SKILL.md length
- 398 words
- Files
- 1
- Skills in repo
- 16
- Repo updated
- First seen
- Licence
- MIT
At a glance
개발 커뮤니티에서 기술 주제에 대한 다양한 의견 수집. An agent skill from team-attention/plugins-for-claude-natives.
- Works in 3 steps: Topic Extraction → Parallel Search (Single Message, 4… → Synthesize & Present
- SKILL.md covers Purpose, Data Sources, Execution and Output Format, plus 2 more sections
- Calls gemini and bun
What it does
Dev Scan is an agent skill from team-attention/plugins-for-claude-natives. 개발 커뮤니티에서 기술 주제에 대한 다양한 의견 수집. "개발자 반응", "커뮤니티 의견", "developer reactions" 요청에 사용. Reddit, HN, Dev.to, Lobsters 등 종합.
Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Reddit. The repository describes itself as: Claude Code plugins for power users. The licence is MIT.
Example prompts
- “developer reactions”
- “/dev-scan”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit fd9c207. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
geminibun
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Dev Scan loads about 927 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 398 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from team-attention/plugins-for-claude-natives at commit fd9c207, republished under its MIT licence (© team-attention). 398 words, ~927 tokens.
Download SKILL.mdSave it as
.claude/skills/dev-scan/SKILL.md (or your agent's skills folder).- name
- dev-scan
- description
- 개발 커뮤니티에서 기술 주제에 대한 다양한 의견 수집. "개발자 반응", "커뮤니티 의견", "developer reactions" 요청에 사용. Reddit, HN, Dev.to, Lobsters 등 종합.
- version
- 1.0.0
Dev Opinions Scan
여러 개발 커뮤니티에서 특정 주제에 대한 다양한 의견을 수집하여 종합.
Purpose
기술 주제에 대한 다양한 시각을 빠르게 파악:
- 찬반 의견 분포
- 실무자들의 경험담
- 숨겨진 우려사항이나 장점
- 독특하거나 주목할 만한 시각
Data Sources
| Platform | Method |
|---|---|
| Gemini CLI | |
| Hacker News | WebSearch |
| Dev.to | WebSearch |
| Lobsters | WebSearch |
Execution
Step 1: Topic Extraction
사용자 요청에서 핵심 주제 추출.
예시:
- "React 19에 대한 개발자들 반응" →
React 19 - "Bun vs Deno 커뮤니티 의견" →
Bun vs Deno
Step 2: Parallel Search (Single Message, 4 Sources)
Reddit (Gemini CLI - WebFetch blocked):
# 단일 Gemini 호출로 Reddit 검색 (명시적 검색 지시 필수)
gemini -p "Search Reddit for discussions about {TOPIC}. Summarize the main opinions, debates, and insights from developers. Include Reddit post URLs where possible. Focus on: 1) Common opinions 2) Controversies 3) Notable perspectives from experienced developers."주의사항:
site:reddit.com형식은 작동하지 않음 - Gemini가 검색 쿼리가 아닌 작업 요청으로 해석- 반드시 "Search Reddit for..." 형태로 명시적 검색 지시 필요
- 단일 호출이 병렬 호출보다 안정적 (출력 혼재 방지)
Other Sources (WebSearch, parallel):
WebSearch: "{topic} site:news.ycombinator.com"
WebSearch: "{topic} site:dev.to"
WebSearch: "{topic} site:lobste.rs"CRITICAL: 4개 검색을 반드시 하나의 메시지에서 병렬로 실행. Gemini는 단일 호출, WebSearch는 3개 병렬.
Step 3: Synthesize & Present
수집된 데이터를 분석하여 의미 있는 인사이트를 도출한다.
3-1. 의견 분류 및 패턴 파악
각 소스에서 수집된 의견들을 다음 기준으로 분류:
- 찬성/긍정: 해당 기술/도구를 지지하는 의견
- 반대/부정: 우려, 비판, 대안 제시
- 중립/조건부: "~한 경우에만", "~와 함께 쓰면" 등의 조건부 의견
- 경험 기반: 실제 프로덕션 사용 경험을 바탕으로 한 의견
3-2. 공통 의견(Consensus) 도출
여러 커뮤니티에서 반복적으로 등장하는 의견을 식별:
- 2개 이상의 소스에서 동일한 포인트가 언급되면 공통 의견으로 분류
- 특히 Reddit과 HN에서 동시에 언급되는 의견은 신뢰도 높음
- 구체적인 수치나 사례가 포함된 의견 우선
- 최소 5개 이상의 공통 의견 도출 목표
Show full SKILL.md (173 more words)Show less
3-3. 논쟁점(Controversy) 식별
커뮤니티 간 또는 커뮤니티 내에서 의견이 갈리는 지점 파악:
- 같은 주제에 대해 상반된 의견이 존재하는 경우
- 댓글에서 활발한 토론이 벌어진 스레드
- "depends on...", "but actually..." 등의 반론이 많은 주제
- 최소 3개 이상의 논쟁점 식별 목표
3-4. 주목할 시각(Notable Perspective) 선별
독특하거나 깊이 있는 인사이트 발굴:
- 다수 의견과 다르지만 논리적 근거가 탄탄한 의견
- 시니어 개발자나 해당 분야 전문가의 의견
- 실제 대규모 프로젝트 경험에서 나온 인사이트
- 다른 사람들이 놓치기 쉬운 엣지 케이스나 장기적 관점
- 최소 3개 이상의 주목할 시각 선별 목표
Output Format
핵심 원칙: 모든 의견에 출처를 인라인으로 붙인다. 출처 없는 의견은 포함하지 않는다.
## Key Insights
### Consensus (공통 의견)
1. **[의견 제목]**
- [구체적인 내용 설명]
- [추가 맥락이나 예시]
- Sources: [Reddit](url), [HN](url)
2. **[의견 제목]**
- [구체적인 내용]
- Source: [Dev.to](url)
(최소 5개 이상)
---
### Controversy (논쟁점)
1. **[논쟁 주제]**
- 찬성측: "[인용]" - [Source](url)
- 반대측: "[인용]" - [Source](url)
- 맥락: [왜 의견이 갈리는지]
2. **[논쟁 주제]**
- ...
(최소 3개 이상)
---
### Notable Perspective (주목할 시각)
1. **[인사이트 제목]**
> "[원문 인용 또는 핵심 문장]"
- [왜 주목할 만한지 설명]
- Source: [Platform](url)
2. **[인사이트 제목]**
- ...
(최소 3개 이상)출처 표기 규칙
- 인라인 링크 필수: 모든 의견 끝에
Source: [Platform](url)형식으로 붙임 - 복수 출처: 동일 의견이 여러 곳에서 언급되면
Sources: [Reddit](url), [HN](url) - 직접 인용: 가능하면 원문을
"..."형태로 인용 - URL 정확성: 실제 접근 가능한 링크만 포함 (검색 결과에서 확인된 URL)
Error Handling
| 상황 | 대응 |
|---|---|
| 검색 결과 없음 | 해당 플랫폼 생략, 다른 소스에 집중 |
| Gemini CLI 실패 | Reddit 생략하고 나머지 3개로 진행 |
| 주제가 너무 새로움 | 결과 부족 안내, 관련 키워드 제안 |
Examples
단순 주제:
User: "Tailwind v4 개발자들 반응 어때?"
→ topic: "Tailwind v4"
→ 4개 소스 병렬 검색
→ 종합 인사이트 제공비교 주제:
User: "pnpm vs yarn vs npm 커뮤니티 의견"
→ topic: "pnpm vs yarn vs npm comparison"
→ 4개 소스 병렬 검색
→ 각 도구별 선호도 정리논쟁적 주제:
User: "Claude Code Plugin 에 대한 개발자들 생각"
→ topic: "Claude Code Plugin tips"
→ 4개 소스 병렬 검색
→ 종합 인사이트 제공© team-attention, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/dev/skills/dev-scan of team-attention/plugins-for-claude-natives.
Open the folder on GitHubat commit fd9c207
Compare with similar skills
Dev Scan next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Dev Scan this skillteam-attention/plugins-for-claude-natives | 825 | — | ~927 | Automated safety check: Pass | MIT | |
| Agent ReachPanniantong/Agent-Reach | 93k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Customer ResearchNexus-JPF/note-companion | 869 | 5 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Scrapecreators APIScrapeCreators/social-media-research-skills | 3.3k | 1 repos | ~4k | Automated safety check: Notes | MIT | |
| Last30days CnJesseovo/last30days-skill-cn | 1.9k | — | ~2.4k | Automated safety check: Notes | MIT | |
| Reddit JSON Fetcherykdojo/claude-code-tips | 10k | — | ~1.4k | Automated safety check: Pass | Custom licence |
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Questions about Dev Scan
What does Dev Scan do?
개발 커뮤니티에서 기술 주제에 대한 다양한 의견 수집. An agent skill from team-attention/plugins-for-claude-natives. Dev Scan is an agent skill from team-attention/plugins-for-claude-natives. 개발 커뮤니티에서 기술 주제에 대한 다양한 의견 수집.
How do I install Dev Scan in Claude Code?
Run `npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a claude-code`. Or copy the skill folder (plugins/dev/skills/dev-scan in team-attention/plugins-for-claude-natives) into .claude/skills/dev-scan in your project. Claude Code loads it when a task matches its description.
How do I install Dev Scan in Codex?
Run `npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a codex`. Or copy the skill folder (plugins/dev/skills/dev-scan in team-attention/plugins-for-claude-natives) into .agents/skills/dev-scan in your project. Codex loads it when a task matches its description.
Can I use Dev Scan in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add team-attention/plugins-for-claude-natives --skill dev-scan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dev-scan, .gemini/skills/dev-scan, .github/skills/dev-scan and .opencode/skills/dev-scan in your project.
What does Dev Scan need to run?
Going by SKILL.md and its folder, Dev Scan needs the command-line tools its instructions call (gemini and bun).
Does Dev Scan access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Dev Scan safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Dev Scan use?
Dev Scan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Dev Scan use?
About 927 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Dev Scan?
Skills that share tags, products or a category with Dev Scan: Agent Reach (Panniantong/Agent-Reach, 93k stars), Customer Research (Nexus-JPF/note-companion, 869 stars), Scrapecreators API (ScrapeCreators/social-media-research-skills, 3.3k stars) and Last30days Cn (Jesseovo/last30days-skill-cn, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Dev Scan?
team-attention (a GitHub organization) maintains it in team-attention/plugins-for-claude-natives, which has 825 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on April 20, 2026.
Source: team-attention/plugins-for-claude-natives on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.