资讯收集
跨来源检索、整理与摘要
用途与选择建议
这类技能帮助你组织研究、学习及领域任务。阅读源文件，确认适用范围、所需输入和参考依据；专业结论应结合一手资料核对。
discovery-research-synthesis
rampstackco
"Turning research artifacts into actionable PM insight. Customer interviews, user research notes, support ticket reviews, sales call transcripts, survey data, in-app feedback, all synthesized into the decisions they are meant to inform. The discipline of moving from raw discovery data to clear product direction without losing signal in the synthesis or fabricating insight that was not actually there. Triggers on research synthesis, customer interview synthesis, user research analysis, discovery readout, research insights, sales call analysis, support ticket analysis, qualitative data analysis. Also triggers when a team has done research but cannot turn it into decisions, when synthesis is producing pretty decks but no roadmap movement, or when an upcoming PM decision needs to be grounded in research already conducted."
competitor-experience-audit
rampstackco
"Audit the brand, UX, and site design of the leading sites in a vertical as a set of observable cross-site patterns, producing the experience bar a new build must meet or beat. Use this skill whenever the user wants to assess the competitive design field, capture vertical conventions, identify the design and UX bar of a category, or set the experience standard before a build. Triggers on competitor experience audit, UX audit, site design audit, brand audit, design conventions, what makes these sites good, vertical conventions, storefront patterns, merchandising patterns, layout density, primary task, design bar, category conventions, retail vs marketing register, what does the field do. Also triggers when an audit of the competitive field has captured technical signals (SEO, accessibility) but never named the brand, UX, or design conventions, and the build downstream will read as off-vertical without that bar."
paper-to-skill
Mathews-Tom
'Converts research papers into executable skill packages via document conversion, critical analysis, and co-evolutionary refinement. Triggers on: "convert this paper to a skill", "paper-to-skill", "extract methodology from paper", "make a skill from this paper". NOT for literature review, use research-critique.'
tavily
Mathews-Tom
'AI-optimized web search via Tavily API when no URL is provided. Returns clean AI-ready snippets for current info and news. Triggers on: "search the web", "look up online", "find recent information", "web search". NOT for known URLs, use web-fetch.'
notebooklm
Mathews-Tom
'Full NotebookLM API via notebooklm-py CLI: create notebooks, add sources, generate podcasts, videos, infographics, slides, quizzes, flashcards, mind maps. Triggers on: "notebooklm", "create a podcast", "audio overview", "generate flashcards", "generate infographic", "/notebooklm".'
youtube-search
Mathews-Tom
'Search YouTube by keyword and return structured video metadata (title, URL, channel, views, duration, date) via yt-dlp. No API keys. Triggers on: "search youtube", "find youtube videos", "top youtube videos on", "trending videos on", "youtube results for", "yt search", "/yt-search".'
market-analyzer
Mathews-Tom
'Structured market analysis with TAM/SAM/SOM sizing, trends, and competitive landscape via WebSearch, producing investor-grade cited reports. Triggers on: "market size", "TAM SAM SOM", "market opportunity", "industry analysis", "how big is the market", "market trends". NOT for financial modeling or pricing.'
grounded-citations
Russ534
"Ground answers and documents in cited, verifiable sources."
llm-wiki
kzinmr
"Karpathy's LLM Wiki: build/query interlinked markdown KB."
active-crawl-wiki
kzinmr
Scheduled autonomous wiki crawling to discover and document trending AI/ML developments
daily-rss-triage
kzinmr
Daily RSS scan triage workflow — scan blogs, triage articles, ingest into wiki, commit changes
blogwatcher-db
kzinmr
Query the blogwatcher-cli SQLite database for RSS scan results. Use pre-verified column names and query templates to avoid errors.
dreaming
kzinmr
Knowledge consolidation cycle that analyzes collected articles and updates the wiki with significant findings while enforcing duplicate checks.
sakthai-research-sessions
beer-sakthai
Research with stored context; save findings back.
bioinformatics
magnetoid
Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on demand.
osint-investigation
magnetoid
Public-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC property records (ACRIS), OpenCorporates registries, CourtListener court records, Wayback Machine archives, Wikipedia + Wikidata, GDELT news monitoring. Entity resolution across sources, cross-link analysis, timing correlation, evidence chains. Python stdlib only.
lead-enrich
outreachmagic
Research anyone by name and company. Pulls back their LinkedIn, job title, bio, company domain, and website. Works standalone with a Serper API key, no heavy setup. With Outreach Magic, it checks your pipeline so you never pay twice for the same lead data.
ai-search-visibility-audit
davepoon
"Audit whether a website can be found, crawled, and cited by AI answer engines such as ChatGPT Search, Perplexity, Google AI Overviews, and Microsoft Copilot. Use when someone asks why their brand is missing from AI answers, whether AI crawlers can read their site, how to get cited by ChatGPT or Perplexity, or asks for a GEO or AEO (generative / answer engine optimization) review. Produces a citation baseline across buyer-intent prompts, a crawler-access check, a citability review of named pages, and a ranked fix list. Not for keyword rank tracking, paid search, or pages behind a login."
trending-topics-reporting
kzinmr
Regularly scan RSS feeds, blogwatcher DB, and raw articles for trending AI/ML topics. Synthesize findings into a Japanese-language report with top 5-8 topics, source links, and wiki-action recommendations.
research-paper-writing
Russ534
"Write ML papers for NeurIPS/ICML/ICLR: design→submit."
research-paper-writing
magnusthovsland
"Write ML papers for NeurIPS/ICML/ICLR: design→submit."
research-paper-writing
FlyFireF
"Write ML papers for NeurIPS/ICML/ICLR: design→submit."
research-paper-writing
ariffazil
"Write ML papers for NeurIPS/ICML/ICLR: design→submit."
research-paper-writing
kzinmr
"Write ML papers for NeurIPS/ICML/ICLR: design→submit."