Research & Search

maxwell2732 Skill

Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections

nowledge-co Skill

Search the user's personal knowledge base when past insights would improve the response. Trigger proactively for continuity, recurring bugs, design rationale, and remembered workflows. Triggered by /nmem-memory-search.

odradekai Bundle

Research capabilities beyond or poorly served by pi, using Matt research against primary sources and evaluating Rust feasibility plus plugin-first placement for the opi ecosystem.

oncesylvia Bundle

Deep-dive due diligence on a single investor (VC fund, angel, or accelerator) before a founder reaches out or takes a meeting. Use when a founder says "research <fund/partner>", "tell me about <investor>", "should I take money from <fund>", "what's <partner>'s thesis", or is prepping for an investor call. Builds a fact-checked profile from live free sources — thesis, recent checks, the right partner, conflicts, red flags, and smart questions to ask — never invented.

ahnchen1983 Skill

Structured research process that gathers, evaluates, and synthesizes information into a sourced summary with confidence levels and gap disclosure. Use when the user asks to "research [topic]", "I need a summary of [topic]", "help me understand [topic]", "compare [X] and [Y]", "I need a briefing for a meeting", or needs to make a decision and lacks domain knowledge.

kyopark2014 Bundle

Web search using Tavily AI-powered search API. Returns AI-synthesized answers with citations and structured search results. Use when the user explicitly requests Tavily search, or when high-quality AI-synthesized answers with citations are needed for research, fact-checking, or comprehensive information gathering. Requires TAVILY_API_KEY.

lexmount Bundle

Use when the user asks for web research, search, recommendations, comparison, evidence gathering, website inspection, browser automation, page interaction, form filling, login-gated browsing, screenshots, scraping/extraction, or operating a remote browser with Lexmount Browser.

vincentwei1021 Skill

Drive the Claude Code-client autonomous research loop — analyze project state, propose the next experiment, dispatch sub-agents to execute it, and iterate.

vincentwei1021 Skill

Work on Synapse pre-experiment research: project context, research questions, literature search, related works, and deep research reports.

langchain-ai Bundle

Searches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic. Use when the user asks to find research papers, search arXiv, look up preprints, find academic articles in physics, math, CS, biology, statistics, or related fields.

wox-launcher Bundle

Update Wox CHANGELOG.md and CHANGELOG.zh_CN.md based on commits since the last release. Use when the user asks to "update changelog", "write release notes", or "summarize changes since last release" and the output must follow the repository's existing changelog format.

hermeticormus Bundle

Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.

witt3rd Skill

parallel web research; subagents→synthesis→cite-verify

xiaolai Skill

The live note-taker — summarize the current session's decisions and open threads on demand or at checkpoints, and (in a bureau workspace) append them to the session's running minute. Use when running bureau:note, or when the user asks to take a note / minute this / summarize where we are.

xiaolai Skill

Distil minutes into consistency-checked dossiers — the canonical SSOT — writing provenance links back to the sessions that introduced each claim. Use when running bureau:compile, or when the user asks to turn the logbook into canon / update the cabinets / build the knowledge base from sessions.

xmm Bundle

Ideation and deep research skill for BMAD. Use for bmad:ideate and bmad:research-deep to generate options and structured insight.

yuque Bundle

Generate technical design documents using a standard template and save them to a group Yuque knowledge base. For group use — stores designs in group repos with review workflow. Requires group Token.

yuque Skill

Format meeting content into structured meeting notes and archive them to a group Yuque knowledge base. For group use — saves to team/group repos. Requires group Token.

yuque Bundle

Generate technical design documents using a standard template and save them to your personal Yuque knowledge base. For personal/individual use — stores designs in your own repos.

yuque Skill

Format meeting content into structured meeting notes and archive them to your personal Yuque knowledge base. For personal/individual use — saves to your own repos.

quriov Bundle

往 X（推特/Twitter）发推 + 回复推文/评论。本机(国内 IP)过不了 X 反爬，所以本 skill 通过 SSH 把发推/回复任务发到美国硅谷服务器上跑(那台机的 twikit 环境已验证能成功操作 X，与 x-research 同一台机、同一份 cookie)。发出的内容是以服务器那个 cookie 账号(ai-infohub)的身份发的。当用户说"发推"、"发条推文"、"发到 x"、"发到 twitter"、"发到推特"、"在 x 上发 xxx"、"帮我发个推文"、"推特发条 xxx"、"回复这条推文"、"回复这条评论"、"在 x 上回复 xxx"、"给这条推文回个 xxx"时触发本 skill。安全门：默认 dry-run(只验证不真发)，必须显式加 --send 才真正发出。与 x-research 同属 X 操作 skill 家族(那个负责搜，这个负责发)。

quriov Bundle

X（推特/Twitter）深度调研：按关键词搜推文、扒讨论、提炼用户痛点与口碑。X 没有免费公开搜索接口，且本机(国内 IP)过不了 X 反爬，所以本 skill 通过 SSH 把搜索任务发到美国硅谷服务器上跑(那台机的 twikit 环境已验证能成功搜 X)，结果 JSON 传回本机。当用户说"调研 x"、"调研 twitter"、"看看推特上怎么说 xxx"、"x 上大家对 xxx 的反馈"、"twitter 用户口碑"、"推特痛点"、"去 x 搜一下 xxx"、"twitter 上 xxx 的讨论"、"推特高赞"、"x 用户怎么看 xxx"、"twitter 口碑分析"，或做市场/产品/竞品/选品调研需要 X 数据源时触发本 skill。覆盖：SSH→服务器搜索主路径 + cookie 失效处理方向 + 痛点提取 SOP + 推文引用格式。与 reddit-research / youtube-research 同属社媒调研 skill 家族。

quriov Bundle

小红书（XHS）博主内容调研：按名字或主页链接，批量拿指定博主的笔记列表 + 正文 + 互动数据。基于 cv-cat/Spider_XHS（逆向签名、纯 API）。当用户说"调研小红书 xxx"、"拿 xxx 的小红书笔记"、"小红书对标 xxx"、"抓小红书博主内容"、"xxx 在小红书发了什么"时触发。需专用小号 cookie（有风控风险，别用主号）。与 x-research / reddit-research / youtube-research 同属社媒调研 skill 家族。

quriov Bundle

B站（Bilibili）UP 主内容调研：按名字或 UID 拿指定 UP 主的视频列表 + 详情（简介/字幕/AI总结）+ 互动数据，视频可切 ASR 片段转写。基于 bili-cli（游客态、零账号）。当用户说"调研B站 xxx"、"拿 xxx 的B站视频"、"B站对标 xxx"、"xxx 在B站发了什么"、"抓B站UP主内容"时触发。与 x-research/xhs-research/reddit-research/youtube-research 同属社媒调研 skill 家族。

quriov Bundle

往 Reddit 发帖 + 回复帖子/评论。用 PRAW 库本机直接跑（Reddit 没有像 X 那样的反爬封锁，本机可直连）。当用户说"发到 reddit"、"在 r/xxx 发帖"、"帮我发个 reddit 帖"、"发条 reddit"、"reddit 发个 xxx"、"回复这个 reddit 帖子"、"回复这条 reddit 评论"、"在 reddit 回复 xxx"、"给这个 reddit 帖子回个 xxx"时触发本 skill。安全门：默认 dry-run（只验证登录、显示将要发什么，不真发），必须显式加 --send 才真正发出。凭据放 .secrets/reddit.json（不进 git）。与 reddit-research（读）同属 Reddit skill 家族（那个负责搜/分析，这个负责发/回复）。

quriov Skill

Reddit 深度调研：通过 Arctic Shift API（免认证、已实测可用）抓取 subreddit 帖子、评论树、做痛点/口碑分析。当用户说"调研 reddit"、"看看 r/xxx"、"reddit 用户怎么看"、"reddit 上 xxx 的反馈/痛点/口碑"、"reddit 高赞帖"，或做市场/产品/竞品/选品调研需要 Reddit 数据源时触发本 skill。

quriov Bundle

往 YouTube 发评论 + 回复评论。用官方 YouTube Data API v3 的写操作（需 OAuth2 用户授权，和「读」只要 API key 不同：写要以你的 Google 账号身份授权一次）。当用户说"在 youtube 评论"、"发评论到 youtube"、"给这个 youtube 视频评论 xxx"、"在 youtube 视频下评论 xxx"、"回复这个 youtube 评论"、"在 youtube 视频下回复 xxx"、"给这条 youtube 评论回个 xxx"、"帮我在 youtube 发条评论"时触发本 skill。安全门：默认 dry-run（只验证 token、显示将发什么，不真发），必须显式加 --send 才真正发出。与 youtube-research（读）、x-publish（发）同属社媒 skill 家族：youtube-research 负责读、本 skill 负责写。

quriov Skill

YouTube 深度调研：通过 YouTube Data API v3（免费、每天 1 万配额、自备免费 API key）用 WebFetch 抓取视频搜索结果、视频统计数据（播放/点赞）、视频评论，做痛点分析与口碑调研。当用户说"调研 youtube"、"看看 youtube 上 xxx"、"youtube 上大家怎么评价 xxx"、"看看 youtube 视频评论"、"youtube 用户口碑"、"youtube 用户怎么看 xxx"、"youtube 网红/博主怎么说 xxx"、"去 youtube 搜一下"、"youtube 上有哪些视频讨论 xxx"、"youtube 高赞评论"、"youtube 痛点"、"分析 youtube 数据"，或做市场/产品/竞品/选品调研需要 YouTube 数据源时触发本 skill。覆盖：主路径 Data API v3（WebFetch 直接抓，搜视频/读统计/读评论全能）+ 无 key 兜底 oEmbed + 字幕降级方案 + 已知坑 + 痛点提取 SOP + 来源引用格式。

relexlegal Skill

Use when a Relex case needs legal authority — statutes, case law, regulator guidance, local ordinances — in ANY jurisdiction. Teaches the division of labour — you DISCOVER authorities with your own search and public legal MCPs; the Relex harness FETCHES-AND-CACHES verbatim text so drafts can cite it — plus per-jurisdiction channels and compliance limits.

relexlegal Skill

Use whenever legal authority is cited, quoted, or relied on in Relex work — drafts, memos, ontology issues, research notes, any jurisdiction. Teaches the three-tier epistemic labeling (secured / verify / never-use), the hard citation locks, and the minimum-data citation schema that keep hallucinated law out of legal work.

tanishqkancharla Bundle

Research and collaboratively design a significant feature, fix, or refactor, then write a phased implementation spec in specs/ and serve it with tkstack. Use when the user asks to plan, spec, scope, or phase work before implementation.

deonmenezes Bundle

Run a GitHub issue digest for openai/codex by feature-area labels, all areas, and configurable time windows. Use when asked to summarize recent Codex bug reports or enhancement requests, especially for owner-specific labels such as tui, exec, app, or similar areas.

fixmyberlin Bundle

Evidence-bound academic research focused on facts, quotes, and sources for a specific question or topic. Uses Semantic Scholar, OpenAlex, Crossref, BASE, DNB, and citation-graph workflows. Use when the user asks to research a scholarly question, do a literature review, find papers, verify claims with citations, synthesize academic sources, or gather quotable evidence.

e0ipso Skill

Capture a kenkeep node manually from the current session. Writes a new node directly under `.ai/kenkeep/nodes/`. The reviewer accepts by leaving the file in place and rejects by deleting it. Use when the user wants to record a project convention, gotcha, rationale, or named-thing into the project knowledge base.

e0ipso Skill

Run any pending knowledge-base migration by querying the deterministic migration chain (`migrate status`) and executing each pending step's documented procedure in-host, with every write delegated to the step's deterministic CLI primitives. Use when the node reader, `doctor`, or `init` reports an out-of-date `schema_version` / legacy flat layout and asks you to migrate, or when the user asks to migrate the knowledge base.

metagalaxy-crystal Bundle

沁言学术AI选题分析 - 基于大量文献检索结果，为科研人员提供智能选题建议，包括选题方向、研究价值、研究内容概述、研究难点分析和相关文献推荐。使用沁言学术OpenAPI进行文献检索。触发词：选题分析、选题建议、研究选题、topic analysis、research topic、帮我选题、选题推荐