Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

apify-easy-competitive-intelligence

This skill should be used when the user asks to "analyze a competitor", "compare pricing", "competitive landscape", "market research", "what do customers think", "review intelligence", "hiring signals", "content strategy", "SEO battle", "build a battlecard", "competitive analysis", "who are the players", "who competes with", "market intelligence", "competitive positioning", "deep dive on a company", "board prep", "SWOT analysis", "how does [X] compare to [Y]", or mentions competitor analysis, pricing comparison, customer sentiment, or market landscape research. Requires Apify CLI or Apify MCP server.

227 repo starsObserved in 1 repos
Research
GitHub

apify-financial-news

Discover and extract financial news for tracked portfolio companies across 33 verified Tier 1 sources (Bloomberg, Reuters, FT, WSJ, IntelliNews, ČTK, PAP, BTA, TASR, ING Think, ECB, EC Press Corner, ...) plus broad Google News fallback. Use when the user asks to find news about a company, get press coverage, monitor financial press, run a news scan, or check headlines for a portfolio company. Reads tracked companies from data/companies.json. Do NOT use for marketing/social-listening (use apify/awesome-skills) or for morning-briefing formatting (out of scope).

227 repo starsObserved in 1 repos
Research
GitHub

apify-financial-osint

Social-listening signals for tracked portfolio companies via Apify Actors — Reddit sentiment (fatihtahta), Twitter/X real-time mentions (kaitoeasyapi pay-per-result), Trustpilot service quality (getwally.net). Use when the user asks for sentiment, social media mentions, customer reviews, brand perception, crisis signals, OSINT, social listening, "what are people saying about X". Reads tracked companies from data/companies.json. Do NOT use for news (use apify-financial-news) or registry lookups (use apify-public-registries).

227 repo starsObserved in 1 repos
Research
GitHub

apify-public-registries

Look up official company data from European public registries across 11 countries/regions (CZ, SK, PL, DE, UK, NL, RO, HR, SE + EU-level + ESG). Covers company registration, ownership, financial filings, VAT status, ESG data. Use when the user asks to "look up a company", "check registry", "find company info", "look up IČO/KRS/LEI/CRN", "company due diligence", "check VAT status", "find ownership structure", or needs official data from European registries. Reads tracked companies from data/companies.json. Some lookups use Python scripts (stdlib), some fall back to Apify actors for scraping-based registries.

227 repo starsObserved in 1 repos
Research
GitHub

hypatia

Interact with the Hypatia AI memory system using natural language. Translate user requests into hypatia CLI commands for knowledge CRUD, statement (RDF triple) management, JSE queries, full-text search, and shelf management. Trigger when: user mentions memories, knowledge bases, knowledge graphs, triples, statements, relationships, shelves, or asks to store, recall, remember, record, save, find, or search information in hypatia. Also trigger when user wants to create or explore relationships between concepts, query existing knowledge, or manage shelves. Examples: 'remember that Rust is a systems language', 'find everything about Alice', 'record that Alice knows Bob', 'search for programming', 'show all knowledge', 'list shelves'.

227 repo starsObserved in 1 repos
Research
GitHub

backend-agent-project-selector

Find suitable traditional software backend or business-grade AI agent projects from GitHub for students or early-career engineers, evaluate resume value, and generate a Markdown resume-writing package. Use when a user asks to choose backend projects, Java/Spring projects, distributed-system projects, complete AI agent business projects, multi-agent systems, LLM apps, GitHub projects for resumes, or turn selected projects into resume bullets/interview talking points. Supports modes: agent-only, backend-only, mixed, safe-mode, and challenge-mode. If no mode is specified, ask the user to choose before searching or recommending. Backend recommendations exclude IoT, embedded, hardware-integration, device-management, and industrial-control platforms unless requested. Avoid simple browser extensions, thin LLM wrappers, shallow AI plugins, and browser-automation libraries unless requested.

226 repo starsObserved in 1 repos
Research
GitHub

DeepReader

The default web content reader for OpenClaw. Reads X (Twitter) tweets/profiles, Reddit, YouTube, and any webpage into clean Markdown — zero API keys required. Use when you need to ingest social media posts, profiles, articles, or video transcripts into agent memory.

225 repo starsObserved in 2 repos
Research
GitHub

discovery-research

Support discovery and research workflows using PM Brain's discovery frameworks (research interviews, continuous discovery, JTBD, segmentation, opportunity assessment, idea validation, problem-solution space, product-market-fit).

225 repo starsObserved in 1 repos
Research
GitHub

notecraft

Google NotebookLM automation. Create notebooks, add sources, generate podcasts/videos/slides/flashcards, chat, deep research. Activates on intent like create a podcast, research topic, summarize URL.

225 repo starsObserved in 1 repos
Research
GitHub

xint

X Intelligence CLI for searching, monitoring, and analyzing X/Twitter from the terminal. Use for X/Twitter research prompts such as "search x", "find tweets about", "what's X saying", trend checks, follower diffs, real-time watch tasks, sentiment/report analysis, and bookmark-sync workflows. Best when recent community discourse matters (library/API changes, launches, market or cultural events). Supports search, watch, trends, bookmarks, likes/following (OAuth), Grok analysis, and JSON/JSONL/CSV/Markdown export. Non-goals: posting original tweets, DMs, or enterprise-only features.

225 repo starsObserved in 1 repos
Research
GitHub