Research & Data

Size markets, analyze competitors, and validate opportunities with practical frameworks and free data sources.

>- Run an honest market-fit and viability audit of any project or idea and produce a decision doc, not code. Use when someone asks "is this viable as a business", "audit the market fit", "make the case and compare to competitors", "should I apply to YC or bootstrap", or wants to validate a project, product, or market before investing more time. Gathers verifiable traction data first, researches the competitive field, gets an independent cold read, writes a doc with pre-committed pass/middle/kill criteria and a concrete week-1 assignment, then hardens it with an adversarial review loop.

Generate ideas for repurposing or reframing an existing project for a completely new use case, audience, or market — inspired by cross-domain applications found in recent papers.

Get a PDF link from Sci-Hub for a DOI.

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

Chat with any YouTube video. Loads the video's transcript so you can ask questions and get answers cited to the exact second, right in this conversation, or builds a shareable 'chat with this video' web page with the video player, a searchable transcript, and an AI chat that jumps the video to each cited moment. Use this skill whenever someone shares a YouTube link and asks a question about it; wants to chat with, ask, query, interrogate, or 'talk to' a YouTube video, podcast, lecture, interview, webinar, or earnings call; wants a summary, key takeaways, action items, or quotes with timestamps; wants to find where something was said in a video; or asks for a 'chat with video' page, 'youtube chatbot', 'ask this video' tool, or 'youtube to AI chat'. Built for researchers, marketers, students, PMs, and creators; no coding needed.

用 Scrapling 做批量公开数据采集——自适应元素定位（页面改版自动重定位）、爬虫模板（CrawlSpider/SitemapSpider 等）、断点恢复、自动限速、结构化导出。适用于竞品监控、比价、内容采集等高频批量场景。

Comprehensive portfolio analysis using Alpaca MCP Server integration to fetch holdings and positions, then analyze asset allocation, risk metrics, individual stock positions, diversification, and generate rebalancing recommendations. Use when user requests portfolio review, position analysis, risk assessment, performance evaluation, or rebalancing suggestions for their brokerage account.

行业一线作业与know-how深度调研方法论。针对某一行业内的具体经营场景，从人类视角深度还原一线从业者（店长/前台/服务人员等）的日常工作全貌，挖掘业务流程、行业know-how、效率瓶颈与AI替代机会。输出包含工作全景、流程拆解、痛点矩阵、AI替代可行性矩阵的调研文档。属于HyperReality进入新行业的"懂行业"元技能，在行业Bundle开发前调用，与技能一（竞品调研）并行。

Twelve specialist AI prompts that turn any AI into a structured business advisor. Open Agent Skills for Claude, Codex, Gemini, Cursor, and more. Free, from ConsultantMode by Ultra-Normal LLC

日本の行政オープンデータにアクセスする。不動産取引価格（国交省）、官公需・入札情報、e-Stat政府統計の3つのデータソースを検索・取得できる。「不動産価格を調べて」「入札情報を検索」「政府統計を取得」「官公需で○○を探して」「地価を調べて」「統計データ」などで使用。MCP server (mcp.n-3.ai) 経由でリアルタイムにデータ取得する。

Data migration and synchronization to SurrealDB from MongoDB, PostgreSQL, MySQL, Neo4j, Kafka, and JSONL. Full and incremental CDC sync. Part of the surreal-skills collection.

SurrealKit schema sync, rollout migrations, seeding, and declarative testing for SurrealDB apps. Part of the surreal-skills collection.

Dify 插件开发完整指南，涵盖工具、模型、数据源和扩展四种插件类型

When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch-strategy.

When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales handoff,' 'data hygiene,' 'leads aren't getting to sales,' 'pipeline management,' 'lead qualification,' or 'when should marketing hand off to sales.' Use this for anything involving the systems and proc

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Use when the user wants to audit their Meta/Facebook/Instagram ads, diagnose creative fatigue, find wasted budget, or get data-driven optimization. Enhances paid-ads and ad-creative skills with real Meta data. Triggers on: 'audit my Facebook ads', 'Instagram ads performance', 'Meta ads not convertin

Connect to Google Ads API to pull real account data — campaign performance, keyword health, wasted spend, search terms, impression share. Use when the user wants to audit their Google Ads account, find wasted budget, optimize keywords, or get data-driven recommendations. Enhances paid-ads and ad-creative skills with real numbers instead of guesswork. Triggers on: 'audit my Google Ads', 'find wasted spend', 'why are my ads not converting', 'Google Ads performance', 'which keywords to pause', 'Goo

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wan

Founder agent skills: research-based startup framing screener (arXiv:2608.00045) + accelerator review — verify ideas before months of build.

Signal triage for AI agents — convert an external signal into a context-grounded decision, bounded test, commercial validation, productization path, watch/park trigger, or explicit discard.

Give your AI agent YouTube transcripts, search, and channel research — agent skill for Claude Code, Codex & any SKILL.md agent. Free tier, no signup.

Agent skill 'ai-research-reproduction' from lllllllama/rigorpilot-skills.

Agent skill 'ai-research-explore' from lllllllama/rigorpilot-skills.