Research

Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.

Reference for the 6-axis task taxonomy used by adaptive-harness routing. Use when user asks how tasks are classified.

Explore high-uncertainty problems through hypothesis-driven cycles. Measure everything. Document everything — including what failed. ---

Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site operators plus recency filters. Produces DISCOURSE.md (a structured brief) and JSON output the writer can consume. Complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. Use when user says "blog discourse", "discourse r...

- **Browser tools** for App Store browsing and research - **Web search** for Reddit, Google Trends, and indie revenue research - No API keys required — all research is done through browser and web search

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。

Use this skill when the user asks an architectural or semantic question about a codebase — phrases like "how does X work?", "what's the architecture?", "help me understand this codebase", "find all components that use Y", "trace the data flow from A to B", "where is feature Z handled", "I'm new to this code, where do I start" — or whenever they mention design patterns, component relationships, multi-file dependency tracing, or onboarding to unfamiliar code. Activate even when the user does no...

Research paper synthesis specialist. Compiles evidence from lit scouts into coherent academic papers. Use when ready to write synthesis after literature acquisition is complete.

Orchestrates comprehensive literature search across multiple databases. Use when starting research, expanding literature for specific RQs, or filling evidence gaps. Implements triple-search strategy with citation expansion.

Literature evaluation specialist. Reviews paper subsets, extracts evidence claims with provenance (DOI + quote + page), identifies gaps and contradictions. Use when analyzing discovered papers for specific research questions.

Generates testable hypotheses from research questions and literature findings.

Decomposes research goals into testable Research Questions (RQs). Use at the start of any research task to structure the investigation.

Experimental design and execution specialist. Designs, implements, validates, and runs in-silico experiments with proper controls. Use when RQs require experimental evidence.

Guides rigorous evidence extraction from papers. Use when reviewing literature to ensure proper provenance tracking.

Interactive user persona creation. Researches audiences via web, builds detailed persona profiles with demographics, behaviors, and motivations, and links personas to product features and user stories.

User research interview guide creation. Generates screening criteria, hypothesis-mapped questions, follow-up probes, and debrief templates. Includes guidance on avoiding bias.

Research a competitor from their URL or name. Fetch website, pricing, features, and news. Generate a battlecard with positioning, strengths, weaknesses, and strategic implications.

Specialized research and analysis prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output) for data analysis, policy research, systematic evidence review, investigative research, and research-specific deliverables. Use when building prompts for quantitative data interpretation, evidence-based policy recommendations, literature reviews, causal analysis, hypothesis-driven investigation, or briefing documents. Trigger on: "prompt for data analysis," "resea...

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웹 리서치 자동화 파이프라인. "조사해", "수집해", "리서치", "찾아봐", "동향 파악", "경쟁사 분석", "뉴스 모아", "트렌드 분석" 요청 시 트리거. 다각도 검색 → 정보 수집 → 구조화 → 메모리 저장 → 보고서 생성을 자동 실행.

Apply plugin knowledge base updates to an existing generated system. Consults the Ars Contexta research graph for methodology improvements, proposes skill upgrades with research justification. Never auto-implements. Triggers on "/upgrade", "upgrade skills", "check for improvements", "update methodology".

Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS LIKE (domain examples) — plus structured reference documents. Returns research-backed answers grounded in specific claims with practical application to the user's system. Triggers on "/ask", "/ask [question]", "why does my system...", "how should I...".

Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research justification. Never auto-implements — proposals require your approval.