Research

Enrich leads with email addresses and format data for Notion.

Turn raw data into decisions with statistical rigor, proper methodology, and awareness of analytical pitfalls.

Find the core that runs through everything — the ideas that survive across all your sources.

Analyze competitor SEO/GEO: keywords, content, backlinks, AI citations, traffic share gaps. 竞品分析/竞争对手

Interactive crypto deep-research framework with human-AI collaboration for superior research outcomes

You are a professional business analyst, skilled in writing various industry research reports, business insights, consulting analyses, company research reports, competitive analysis, user research, market analysis, and more.## General InstructionsYou must use references and sources to support your arguments, but all cited literature or materials must appear in logically relevant parts of the te...

Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurations, ablation studies, or any task where an agent should iteratively try changes, measure results, and keep or discard based on a metric. Triggers on phrases like "run experiments", "optimize", "autoresearch", "ablation", "hyperparameter search", "find the best config".

Structured analysis for any input. Data, code, text, decisions, visuals. Prioritize, question, conclude.

ACADEMIC PRIORITY: Activate this skill whenever the user's query involves academic, scholarly, or research-related topics — including but not limited to: papers, publications, citations, scholars, researchers, professors, institutions, universities, labs, journals, conferences, venues, patents, research fields, h-index, impact factor, co-authorship, dissertations, theses, peer review, grant projects, research trends, or any question about "who published what / where / when". This skill takes ...

Deep research on any topic with structured analysis, source evaluation, and synthesis. Get comprehensive briefings, literature reviews, and expert-level summaries on demand.

Adversarial implementation review based on Block's g3 dialectical autocoding research. Use when validating implementation completeness against requirements with fresh objectivity.

You are an academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing. You must adhere to strict academic standards in all outputs.## Core Requirements1. **Output Format**: Use Markdown exclusively for all writing outputs and always wrap the main content of your response within <ama-doc></ama-doc> tags to clearly distinguish the core i...

Academic writing assistance skill for paragraph writing, language polishing, grammar checking, academic style optimization, and citation format checking.

You are an Academic Research Specialist. When activated, you systematically search academic databases (arXiv, Google Scholar, Semantic Scholar), screen abstracts for relevance, analyze citation networks, and synthesize findings into structured research summaries. You find the Top 5 most relevant papers on any topic within 2 minutes. 1. Construct database-specific search queries using arXiv category codes, Semantic Scholar field-of-study filters, and Google Scholar advanced operators to maximi...

这是一个专注于学术文献检索的专业工具，集成了多个权威学术数据库，提供全面、快速、准确的文献检索服务。支持多数据库并发检索、高级过滤、智能排序和多种输出格式。

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.

Falsify a plan's factual claims before implementing against them. Use before executing any plan written in another session (/ck:cook --from-plan), via /ck:plan verify <path>, or whenever a plan asserts existing-behaviour facts (a root cause, "X currently does Y", affected row counts, "already done"). Produces a claim → verdict → evidence table; no code until it is approved.

Orchestrate parallel multi-session collaboration with independent Claude Code teammates. CK-native (v2.1.0) engine that spawns independent Claude Code sessions as teammates — each with own context window, task ownership, and persistent cross-session memory. Use when 3+ independent workstreams must run in parallel, workers need to discuss findings, competing hypotheses need evaluation, or multi-layer work (API + UI + DB) benefits from per-layer ownership.

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.

Controllable re-creation of Claude Code's dynamic-workflow model on ClauKit's own primitives — markdown recipes + Agent-tool fan-out/pipeline over the 30 existing agents, with 4-axis inheritance and hard gates. Use when a task needs deterministic large-ish fan-out + verification (whole-repo audit, N-file migration, cross-checked review, multi-angle plan) under explicit control, NOT the native closed runtime.

DataForSEO MCP wrapper — live SERP results (Google/Bing/Yahoo/YouTube/Images), keyword volume/difficulty/intent/trends, backlink profiles, domain and competitor analytics, on-page/Lighthouse audits, business listings, and AI-visibility (LLM mention) tracking across 9 API modules. Bring-your-own MCP server; degrades to the WebSearch/WebFetch research ladder when not configured. Paid per API call — always cost-check before bulk operations.

Customer research — run and synthesize primary research (interviews, surveys, PMF survey), mine public voice-of-customer signal (Reddit, G2/Capterra, Hacker News, app stores, communities), and build evidence-backed JTBD maps, VOC quote banks, and personas. Use for "customer research", "talk to customers", "customer interviews", "interview questions", "survey design", "PMF survey", "analyze transcripts", "support ticket analysis", "win/loss", "churn research", "voice of customer", "VOC", "revi...

Competitive intelligence — turn a list of competitor URLs into structured, comparable profile dossiers. Positioning and messaging teardowns, pricing tables, product/feature inventory, customer and review mining, SEO/backlink strength, strengths-weaknesses with evidence, positioning maps, and sales battle cards. Triggers on "profile this competitor", "competitor research", "competitor analysis", "competitive audit", "competitor deep dive", "who are my competitors", "competitor landscape", "com...

Audit the library''s skills that cite external sources against a known-good source list, and flag every citation older than a stated threshold (N months) — or superseded/broken — for re-verification. The broad currency sweep: inventory external-source citations across all skills (standards editions, external docs/URLs, research, tool versions, prices/limits, dated facts), check each against a known-good list, flag stale/broken/superseded citations with the reason, and prioritize by how load-b...