资讯收集
跨来源检索、整理与摘要
thinking-jobs-to-be-done
tjboudreaux
Deciding what to build or why adoption fails. Recover the progress users hire a solution for under a circumstance, then rank by outcome and competing workarounds.
novahaku
novaestellar
"Novahaku — Unified security research agent. Web testing, prompt engineering, attack frameworks, reverse engineering, request reframing. All capabilities, one skill, auto-detected."
customgpt-rag
kirollosatef
"Enterprise RAG powered by CustomGPT.ai. Connect knowledge bases to AI agents via MCP for production-ready document retrieval, semantic search, and organizational knowledge. Use when: RAG queries, knowledge base, document retrieval, enterprise search, internal docs."
x-research
skillhq
General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert opinions. Works like a web research agent but uses X as the source. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", "/x-research", (2) user is working on something where recent X discourse would provide useful context (new library releases, API changes, product launches, cultural events, industry drama), (3) user wants to find what devs/experts/community thinks about a topic. NOT for: posting tweets, account management, or historical archive searches beyond 7 days.
explorium-cli
haroExplorium
Use when needing to look up companies, find prospects, enrich contacts with emails and phone numbers, match businesses or people to Explorium IDs, get firmographics, technographics, funding data, or any B2B sales intelligence. Use when user mentions Explorium, prospect enrichment, company data, or lead research via CLI.
gemini-deep-research
OT1-roy
Deep internet research via Gemini Advanced (gemini.google.com) Deep Research mode. Runs a 5-30 minute multi-source web investigation, exports the report as a Google Doc, moves it to Sidekick Home, and saves a local markdown copy. Auto-retries on server errors. Use when: you need deep open-web research on a topic, emerging trends, or comprehensive surveys across many sources. NOT for: quick lookups (use Tavily), source-grounded synthesis from specific documents (use notebooklm-research).
product-manager-toolkit
nimeshgurung
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
ux-researcher-designer
nimeshgurung
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
gr-competitor
Gingiris-1031
竞品深度扫描。批量抓取对手落地页（title/h1/intro/pricing）、定价页、博客 top 10、 变更历史（Wayback）。底层调 actionbook（并发 30 tab + 省 90% token）。 当用户说"分析对手"、"看看竞品在做啥"、"找对标"、"扫一下 top 10"时调用。
research-add-items
Weizhena
向现有调研outline补充items（调研对象）。
learn
alessandrobologna
Research a user-specified topic with current authoritative sources and package the findings as a reusable topic-kb skill (for example, kinesis-kb). Use when a user asks to learn about a topic, build a knowledge-base skill, or convert web research into reusable guidance.
gr-user-interview
Gingiris-1031
用户访谈框架。HeyGen 做 937 次访谈找到 PMF 的完整方法论。覆盖访谈招募、问题设计、 访谈执行、数据合成、决策驱动。从 gingiris-user-interview 提炼。
ad-library-dl
cgk-platform
Download, analyze, monitor, and clone competitor ads from Facebook Ad Library. Includes brand asset management, design system capture, competitive intelligence pipeline, and interactive clone sessions with LLM-powered copy generation. Chain with nano-banana-pro for image generation and veo-video-gen for video production.
idea-validation-autopilot
nbsp1221
Use when a founder has a rough product idea and wants autonomous deep validation, market and competitor research, and an evidence-based MVP decision with minimal back-and-forth.
SKILL.md — Web Research
iamthetonyb
Never present speculation as fact
high-risk-review
janjaszczak
Apply enhanced verification (CoVe-like review, security/arch/perf checks, targeted web research) for high-risk tasks or uncertainty. Use for security, infra, data loss risk, major refactors, or when facts may be outdated.
deep-research-firecrawl
wottpal
Conducts citation-backed research using Firecrawl MCP search, scrape, map, crawl, and agent tools with selectable quick, standard, deep, and ultradeep modes. Use for multi-source comparisons, technical evaluations, market research, and high-stakes decision support.
research-protocol
mohitagw15856
"Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complete protocol with objectives, methodology, ethical considerations, and analysis plan."
reddit-intel
SamCuipogobongo
Reddit competitive intelligence for any product. Discovers keywords, finds relevant communities, searches for posts with pain points, and analyzes comments to extract competitor mentions, real user language, and unmet needs. Runs 4 incremental steps: expand-keywords / expand-subreddits / find-posts / analyze-comments. Also: init (first-time setup). Each run: read JSONL → search → dedup-append → re-render Markdown. Requires: Exa MCP server for Reddit search. Usage: /reddit-intel step-name
etsy-competitor-analysis
nexscope-ai
"Competitor research — pricing comparison, bestseller analysis, differentiation strategy"
research-brief
proompteng
Generate a concise research brief with uncertainty and citations.
ai-tools
brixtonpham
"Google AI tools integration. Modules: Gemini API (multimodal: audio/image/video/PDF, 2M context), Gemini CLI (second opinions, Google Search, code review), NotebookLM (source-grounded Q&A). Capabilities: transcription, OCR, video analysis, image generation, web search, document queries. Actions: transcribe, analyze, extract, generate, query, search with Google AI. Keywords: Gemini, Gemini API, Gemini CLI, NotebookLM, audio transcription, image captioning, video analysis, PDF extraction, Google Search, second opinion, source-grounded, multimodal, web research. Use when: processing media files, needing second AI opinion, searching current web info, querying uploaded documents, generating images."
ad-intelligence
tonyflo79
Build comprehensive competitive intelligence on what ads are running and winning in a target vertical. Use when launching a new ad campaign, entering a new market, or refreshing competitive intelligence. Scrapes 500+ competitor ads across 2+ platforms (Meta Ad Library, TikTok Creative Center), classifies every ad by hook type (32-type taxonomy), format, visual style, and estimated run duration. Extracts top 20 winning ad specimens with full verbatim copy transcription and identifies opportunity gaps (underused hook types, format gaps, messaging whitespace). Three modes: Initial Scan (new projects), Continuous Monitor (active campaigns), and Tool-Assisted Scan (pre-scraped data import). Trigger when users mention ad research, competitor ads, ad intelligence, what ads are running, or competitive ad analysis. First skill in the Ad Engine pipeline.
cgenius
thierryteisseire
Use this skill whenever the user wants to create AI-powered content including emails, blog posts, social media content, commercial proposals, or PowerPoint presentations. Also use when they want to generate shareable client questionnaires (intake forms requiring no login), or run a complete 3-stage proposal pipeline with market research. If the user mentions content creation, proposals, questionnaires, client intake forms, or marketing automation, use this skill.