Research Skills

Researches current web and external technical information through source-backed discovery, retrieval, and repository, document, or media inspection. Use this skill when the user needs current facts, docs, articles, URLs, repositories, PDFs, videos, comparisons, or version-specific library/API/framework evidence. Do not use this skill alone for interactive browser tasks such as login, forms, or UI-state inspection; use an available browser automation capability.

Medical/scientific paper writing workflow skill. Manages the full pipeline from literature search to submission-ready manuscript. Creates and manages a project directory with IMRAD-format section files, literature matrix, reference management, and quality checklists. Supports both English and Japanese papers. Triggers: 'write paper', 'paper-write', 'start manuscript', '論文を書く', '論文執筆', '論文プロジェクト', 'manuscript', 'research paper', '原稿作成'.

Use when the user wants a last30days-style pre-research pass in Deepline: discover the critical public, private, CRM, workflow, social, and web data sources for a research/enrichment job; compare provider coverage; estimate Deepline credit cost; recommend the source plan before building or running the workflow; or build custom language/messaging from buyer, competitor, community, and CRM evidence. Triggers: pre-research, source discovery, provider strategy, research data sources, ScrapeCreators, X/Twitter data, Reddit comments, public and private datasets, CRM data, workflow data, custom language, messaging language, pain language.

Fetch and curate AI news from X/Twitter list. Use when user asks for AI news, AI digest, what's happening in AI, or wants a summary of AI announcements, papers, and releases.

Use when starting significant features, epics, or complex tasks. Creates multi-phase implementation plans with parallelizable phases, poker estimates, TDD-first acceptance criteria, and quality gates. Detects tech stack from CLAUDE.md/AGENTS.md (bypassing internet research if complete) or via codebase scan.

Conduct structured analysis on any problem using CIA/IC analytic techniques — assess competing hypotheses, challenge assumptions, stress-test judgments, and produce defensible evidence-based assessments with full citations. Supports 18 techniques including ACH, Key Assumptions Check, What-If, Premortem, Cross-Impact Matrix, Contrasting Narratives, Devil's Advocacy, Red Hat Analysis, Alternative Futures, and Deception Detection.

External documentation and research via Context7 and WebSearch — library APIs and design patterns. Triggered by /speq-mission, /speq-implement, planner-agent, implementer-agent, and implementer-expert-agent when current external sources are needed.

When the user wants keyword research, keyword expansion, search volume, CPC, competition, long-tail opportunities, or clustering inputs for a market. Also use before topic-cluster or content planning work that needs keyword evidence.

> Use when starting a new project. Genesis finds real production failures from similar GitHub research cap, builds right after) and deep-research (full analysis). Success = user can run project", "set up project", "start building", "create a tool", "make a CLI", "bootstrap", "בנה פרויקט", "צור פרויקט", "התחל פרויקט".

Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting participants, analyzing qualitative data, or synthesizing findings into actionable insights. Covers generative, evaluative, and continuous discovery research with specific frameworks, scoring rubrics, and templates.

Use when adding/editing/querying content in an existing Obsidian vault, configuring plugins, integrating Claude Code with Obsidian via Local REST API or CLI, automating ongoing capture/organization/retrieval, designing a personal knowledge management workflow, OR building academic study vaults (course prep, exam-ready, mock-exam content — the durable academic-study patterns from a deprecated companion skill have been folded into this one).

> Monitor brand visibility across AI platforms (Google AI Overview, ChatGPT, Claude, Gemini, Perplexity). Track LLM mentions, analyze AI-generated citations, identify AI search opportunities. Use when user says "AI visibility", "LLM mentions", "AI Overview", "ChatGPT visibility", "AI search", "generative search", "AI citations", or "brand in AI".

| 需要创意方案、探索产品方向、发散思维、本质问题分析 用户说"我想做一个XX""帮我规划XX产品""帮我设计一下需求" 用户给出新产品方向，但尚未完成本轮 brainstorm 交互确认 新产品从0到1的第一步 用户明确说"跳过 brainstorm / 直接需求调研 / 已完成头脑风暴" 需求已明确且用户明确要求直接执行具体后续 skill

| 已完成 /pm-brainstorm 后，需要系统化收集需求、验证产品想法真伪、分析用户痛点 用户明确要求"需求调研""需求验证""验证痛点""分析用户痛点" 用户明确选择跳过 brainstorm，直接进入需求调研 用户用自然语言说"我想做一个XX""帮我规划XX产品""帮我设计一下需求" → 这些必须先路由到 start-super-pm → pm-brainstorm 用户显式输入 /pm-demand 时可直接进入，但必须通过前置门禁

| 史蒂夫·乔布斯(Steve Jobs)的思维框架与表达方式。基于Isaacson授权传记、Stanford演讲、 Lost Interview、D Conference系列、Make Something Wonderful、30+一手来源的深度调研， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为一个可对话的思维顾问——用乔布斯的视角分析你的产品、决策与想法， 在一来一回的对话里制造思维碰撞、激发灵感，并帮你把"Jobs级"思考方式内化成自己的能力。 当用户提到「用乔布斯的视角」「乔布斯会怎么看」「Jobs模式」「steve jobs perspective」 「切换到乔布斯」「如果乔布斯」「乔布斯思维」「表达DNA」时使用。 即使用户只是说「帮我用乔布斯的角度想想」「如果乔布斯会怎么做」「切换到乔布斯」也应触发。

> Detects statistical errors, logical fallacies, and methodological issues in research content. Checks for p-hacking, correlation/causation confusion, underpowered samples, multiple comparisons problems, overgeneralization, and other common fallacies. Use when the user asks to validate statistics, audit quantitative claims, check methodology, or find logical errors. Returns minimal output on purely theoretical content — most useful after empirical data is present.

> Generates rigorous devil's advocate critiques from methodological, theoretical, and practical perspectives. Use when the user asks to challenge their own work, find weaknesses, stress-test assumptions, anticipate reviewer objections, or argue against their research claims. Run BEFORE writing a draft for stronger papers.

> Simulates a full academic journal peer review with EIC decision and 3 independent reviewers (Methodology Expert, Domain Specialist, Devil's Advocate). Scores 1–10, provides major/minor Use when the user asks for a peer review, journal-quality feedback, readiness assessment, or to simulate reviewer responses before submission.

> Designs detailed experimental protocols to validate research hypotheses. Each protocol includes independent variable, dependent variable, controls, sample size with power analysis, timeline, and expected outcome. Use when the user asks to design experiments, plan a study, propose validation methods, or test a specific hypothesis. Works best after hypothesis generation.

> Writes a complete IMRaD-structured academic paper draft (Abstract, Introduction, Related Work, Methods, Results, Discussion, Conclusion, References) from the user's notes, documents, and wiki content. Use when the user asks to write a paper, create a manuscript, generate a draft, or produce academic writing. Do NOT use for short summaries — only for full paper-length output.

> Organizes research notes into a structured wiki knowledge base with wikilinks ([[slug]] syntax), cross-references, and an auto-generated index. Use when the user asks to build a wiki, organize notes into a knowledge base, create an index, or sync notes into a structured format.

> recent-events tracking, last call's Q&A, and a key-things-to-watch framework for an upcoming research report (on request). Covers beat/miss, segments, margins, guidance, estimates, valuation. US / HK / A-share. Use whenever the user wants an earnings preview or a "Q1/Q2/Q3/Q4 results", "earnings report", "post-earnings analysis", "beat/miss", "guidance update", "earnings preview", "pre-earnings", "what to watch this earnings", "before earnings", "财报分析", "业绩更新", "季度业绩", "季报", "年报", "盈利分析", "财报点评", "财报前瞻", "业绩前瞻", "财报预览", "上季度指引", "財報分析", "業績更新", "季度業績", "季報", "年報", "財報點評", "財報前瞻", "業績前瞻", "財報預覽".

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销售增长助手适合销售、市场营销、运营、产品在用户提出“客户为什么不推进”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成摘要、诊断结论、行动建议和可复用交付物。

客户研究助手适合市场营销、运营、software、教育培训在用户提出“这个客户怎么切入”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成销售策略、沟通素材、跟进计划。

网站诊断助手适合市场营销、运营、software、教育培训在用户提出“网站哪里拖后腿”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成研究摘要、关键发现、引用/验证清单。

资料整理助手适合内容创作者、市场营销、运营、内容媒体在用户提出“这份材料重点是什么”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成内容诊断、优化建议、执行清单。

用户研究助手适合市场营销、运营、software、教育培训在用户提出“用户到底想要什么”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成用户洞察、需求分层、内容/销售话术建议。

教育研究方法助手适合市场营销、运营、software、教育培训在用户提出“研究方法选对了吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成教学或招聘诊断、改进建议、评分/活动清单。

市场研究助手适合市场营销、运营、software、教育培训在用户提出“这个市场有机会吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成研究摘要、对比洞察、决策建议。

文献综述助手适合市场营销、运营、software、教育培训在用户提出“文献重点是什么”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成研究摘要、对比洞察、决策建议。

研究打磨助手适合市场营销、运营、software、教育培训在用户提出“研究问题清楚吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成研究摘要、对比洞察、决策建议。

网页研究助手适合市场营销、运营、software、教育培训在用户提出“网上资料可信吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成研究摘要、对比洞察、决策建议。

抖音最具商业价值意见领袖（KOL）适合内容创作者、运营、营销、品牌方在用户想找值得合作的抖音达人时使用，帮助基于输入材料生成相关创作者 / KOL、对标账号候选、合作和竞品研究线索。

资料整理助手适合运营、市场营销、technical、产品在用户提出“这份材料重点是什么”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成摘要、诊断结论、行动建议和可复用交付物。

业务诊断助手适合运营、市场营销、healthcare、教育培训在用户提出“这件事该怎么做”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成摘要、诊断结论、行动建议和可复用交付物。

Turn vague research ideas, math-heavy claims, AI-lab style agent loops, benchmark claims, causal claims, prototype-readiness claims, design research, prompt-injection-sensitive evidence reviews, and medical-research style questions into falsifiable proof programs with fixed Claim/Verifier/Current Evidence/Verdict/Ledger headings. Use for research reviews, eval design, proof ladders, frozen verifiers, rejection gates, enemy-term checks, evidence certainty, transfer gates, and proof ledgers.

| Council · 智囊团：蒸馏真人思维框架为Advisor，并支持多Advisor圆桌讨论。 所有Advisor以persona文件形式存储在 personas/ 目录下，由Council统一管理。 三种用法： (A) 蒸馏：输入人名/主题/模糊需求 → 深度调研 → 提炼心智模型 → 生成Advisor persona (B) 激活：加载已有Advisor，以其视角回答问题 (C) 圆桌：召集多个Advisor → 独立发言 → 交叉质疑 → 综合输出 触发词（蒸馏）：「蒸馏XX」「造skill」「做个XX视角」「XX的思维方式」「更新XX的persona」 触发词（激活）：「用XX的视角」「XX会怎么看」「XX模式」「切换到XX」「ask XX」 触发词（圆桌）：「问问council」「圆桌讨论」「让XX和YY讨论」「ask the council」「council session」 模糊需求也触发：「我想提升决策质量」「有没有一种思维方式能帮我...」「我需要一个思维顾问」

Research and advise on the best way to approach a software project, including architecture, tech stack, implementation strategy, pricing/operating-cost tradeoffs, benchmark research, and comparisons with similar real-world projects. Use before building, mid-build, or after completion when the user asks for project strategy, optimal approach, research comparables, similar projects, stack selection, vendor/service choice, repo analysis, architecture critique, implementation feedback, or a prioritized improvement plan. Avoid for narrow single-bug debugging or isolated file edits unless the user asks for broader project direction.

Ideation and deep research skill for BMAD. Use for bmad:ideate and bmad:research-deep to generate options and structured insight.

Product discovery and analysis skill for BMAD. Use for bmad:product-brief, bmad:research, and bmad:brainstorm to clarify user needs, market context, and problem scope.

Develops thought leadership content: points of view, white papers, case studies, industry briefs, and research reports. Use when building credibility through published content, creating assets for business development, turning anonymized engagement patterns into reusable insight, or positioning a practice as a trusted authority on a topic. Covers the full arc from thesis through research, structuring, drafting, and quality review. Keywords: point of view, POV, white paper, case study, industry brief, research report.

GDPR compliance audit of code, plans, schemas, or IaC. Produces a findings report with article citations, severity, confidence, and fixes; flags evidence gaps. Not a substitute for a DPO/lawyer.

Build structured ICP documentation by scraping case studies, testimonials, and solutions pages from your website. Produces firmographics, champion + economic buyer personas, pain points, decision criteria, anti-ICP, customer proof points, and voice-of-customer synthesis. Writes to marketing/icp/ICP.md as the canonical ICP every downstream skill reads. Triggers - "icp research", "ideal customer profile", "persona research", "customer segments", "who are our customers", "build ICP

Run deep research on a single competitor. Produces a dossier with executive summary, position + messaging, status-quo alternatives, key differentiators, pricing position, where-they-win / where-they-lose, threat assessment, and what to watch. Writes to marketing/competitors/MMYY-{competitor-slug}.md. Triggers - "competitor research", "competitive analysis", "research competitor X", "battlecard prep", "analyze [competitor name]

Araştırma bulgularını özetleme, insight çıkarma ve actionable recommendations oluşturma rehberi.

Kullanıcı araştırma metodları, interview teknikleri, persona oluşturma ve usability testing rehberi.