agent-reach
Skill417 starsChanged 3 months agoMITView on GitHub
MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X / 看看大家怎么评价 X / X 上有什么讨论 / research this topic。
44 other projects use a version of this, 23 of them edited.
Adopted by
Most recently taken up by
- Big-LAORE/Biblioth-que-de-skillstheir own version, first seen Nov 8, 2026
- Leostruka/devin-bundletheir own version, first seen Nov 1, 2026
- mahik504/orchestra-workflowtheir own version, first seen Nov 1, 2026
- ClaireAll/skillsedited, first seen Nov 1, 2026
- justinjohnson25600/hermes_skillsedited, first seen Nov 1, 2026
- ankul5/internship-hunt-skilltheir own version, first seen Nov 1, 2026
Used with
Projects with it also use humanizer-zh, obsidian-bases and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
huangservaSkillhumanizer-zh
Also in 3 projects that use this
wangzhuofengSkillobsidian-bases
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
Also in 3 projects that use this
wangzhuofengSkillobsidian-markdown
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.
Also in 3 projects that use this
OpenAISkillbrainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Also in 7 projects that use this
OpenAISkillusing-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback
Also in 4 projects that use this
PostHogSkillkarpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria. Based on https://github.com/multica-ai/andrej-karpathy-skills.
Also in 3 projects that use this
- +4 more from openai
Other versions44 projects use a version of this.
Word for word · 0
None found.
Edited · 23
- TencentBlueKing/bk-lite★ 7285% same
- justinjohnson25600/hermes_skills★ 1443% same
- ClaireAll/skills★ 228% same
- dqtx760/skills-manage★ 258% same
- neurise-io/neurise-adseo★ 262% same
- qihangzhang-272/agent-skill-library★ 274% same
- RobSpct/agentic-os-rs-community-kit★ 219% same
- yukicoding/skills★ 285% same
- BlueChonk/BlueChonk-skills★ 167% same
- imagedl/claude-skills★ 158% same
13 more not listed
Wrote their own version · 21
- zengwenliang416/ppt-agent★ 833same name
- GPTtang/skill-atlas★ 4same name
- Jichi666/agent-reach-skill★ 4same name
- seasky7c/legal-skills★ 4same name
- ankul5/internship-hunt-skill★ 2same name
- bushuhui/skills★ 2same name
- jonahobiman/agent-reach★ 2same name
- Taffyreclaimed45/ppt-agent★ 2same name
- Big-LAORE/Biblioth-que-de-skills★ 1same name
- ChianW/C31★ 1same name
11 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository54 other files it gives its agents.
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- carousel-builderSkill
- collab-outreachSkill
- comment-miningSkill
- comment-responderSkill
- community-engagement-planSkill
- competitor-positioningSkill
- competitor-teardownSkill
- content-auditSkill
- content-calendarSkill
- content-factorySkill
- content-pillar-builderSkill
- content-repurposerSkill
- content-researchSkill
- cover-thumbnail-briefSkill
- creator-outreachSkill
- cross-platform-distributionSkill
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- cta-writerSkill
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- going-viralSkill
- hashtag-keyword-researchSkill
- hook-miningSkill
- humanizerSkill
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- linkedin-thought-leadershipSkill
- on-screen-text-writerSkill
- paid-social-briefSkill
- positioning-auditSkill
- profile-conversion-auditSkill
- reel-analyzerSkill
- reel-builderSkill
- reel-scripterSkill
- series-plannerSkill
- social-analytics-reportSkill
- social-listeningSkill
- social-proof-miningSkill
- story-sequencerSkill
- trend-spotterSkill
- ugc-creator-briefSkill
- utm-campaign-planSkill
- viral-carouselSkill
- viral-hook-writerSkill
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- x-thread-strategySkill
The file
Files
Agent Reach — 互联网能力路由器
13 平台、多后端。本 skill 存在时必须用它访问这些平台,不要自己发明方案。
Bundled with the Ootto content skills as the factory's research · scrape · download engine — the FIND step that feeds reel-analyzer. Vendored from Panniantong/Agent-Reach (MIT — full credit to the author). It's a router: don't load everything, read only the reference (the "checkpoint") for the capability you need. For the content factory you mainly use three:
- Reddit (references/social.md) — mine real demand: what people actually ask/upvote in your niche → your reel topics.
- Search / web (references/search.md · references/web.md) — find trending reels to model + read any page as clean text (Exa / Jina, no login).
- Video (references/video.md) — download a reel/Short → transcript to study.
The other platforms (小红书 / B站 / V2EX / 雪球) are optional extras. First-time channel setup: follow
https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md— Reddit, web, Exa search and YouTube subtitles work zero-config; only logged-in platforms (Twitter, 小红书) need cookies.
常驻规则(全程适用)
- 动手前先体检:多后端平台(小红书/Reddit/B站/Twitter)先跑
agent-reach doctor --json,按各平台active_backend字段选命令组。 - 声明你在用什么:开始干活前说一句「使用 agent-reach 的 X 平台 / Y 后端」。
- 失败按 references 里的重试链处理,不要瞎猜命令。
- 全网调研类任务:组合多平台(Exa 搜索 + Twitter/Reddit 看讨论 + 小红书/B站看中文场景),并行收集再汇总。
- 替用户盯版本:完成一次较大的调研/多平台任务后,顺手跑
agent-reach check-update(很快,一个 API 调用)。有新版就在收尾汇报里附一句: 「Agent Reach 有新版 vX.Y.Z,复制这句话给我即可更新:帮我更新 Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md」。 不要中断当前任务去更新,也不要重复提醒同一个版本。
路由表
| 用户意图 | 分类 | 详细文档 |
| 网页搜索/代码搜索 | search | references/search.md |
| 小红书/推特/B站/V2EX/Reddit | social | references/social.md |
| 招聘/职位/LinkedIn | career | references/career.md |
| GitHub/代码 | dev | references/dev.md |
| 网页/文章/RSS | web | references/web.md |
| YouTube/B站/播客字幕 | video | references/video.md |
零配置快速命令
# Exa 网页搜索
mcporter call 'exa.web_search_exa(query: "query", numResults: 5)'
# 通用网页阅读
curl -s "https://r.jina.ai/URL"
# GitHub 搜索
gh search repos "query" --sort stars --limit 10
# YouTube 字幕(注意:B站不要用 yt-dlp,见 video.md)
yt-dlp --write-sub --skip-download -o "/tmp/%(id)s" "URL"
# V2EX 热门
curl -s "https://www.v2ex.com/api/topics/hot.json" -H "User-Agent: agent-reach/1.0"
# B站搜索(bili-cli,无需登录)
bili search "query" --type video -n 5需登录态的平台(按 doctor 的 active_backend 选命令)
# Twitter 搜索(twitter-cli 首选;失败重试链见 social.md)
twitter search "query" -n 10
# Reddit(无零配置路径:OpenCLI 或 rdt-cli,必须登录态)
opencli reddit search "query" -f yaml # 桌面
rdt search "query" --limit 10 # 存量/服务器
# 小红书(桌面首选 OpenCLI)
opencli xiaohongshu search "query" -f yaml环境检查
# 检查可用 channel 与每个平台当前激活的后端
agent-reach doctor --json工作区规则
不要在 agent workspace 创建文件。 使用 /tmp/ 存放临时输出,~/.agent-reach/ 存放持久数据。
详细文档
根据用户需求,阅读对应的详细文档:
- 搜索工具 — Exa AI 搜索
- 社交媒体 — 小红书, Twitter, B站, V2EX, Reddit(多后端命令组)
- 职场招聘 — LinkedIn
- 开发工具 — GitHub CLI
- 网页阅读 — Jina Reader, RSS
- 视频播客 — YouTube, B站, 小宇宙
配置渠道
如果某个 channel 需要配置,获取安装指南: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
用户只需提供 cookies,其他配置由 agent 完成。
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