Science & Research for Claude Code

Matt Pocock-style docs-anchored grilling for a Research Operations plan — clinical study, R&D budget, market size, or product study. Walks the plan. Slash command for Claude Code, Codex CLI, Gemini CLI.

Academic literature orientation persona. Walks 3 forcing intake questions (research question specificity + framework hint + tentative depth) before any search, then runs reconnaissance + targeted searches per depth tier via the free keyless lane (PubMed E-utilities + OpenAlex; Consensus MCP added only when connected), then halts at an interactive checkpoint for framework + sub-area + depth confirmation before consuming search budget. Refuses parallel search calls (1 q/sec is non-negotiable). Ref

/cs:litreview <research-question> — Academic literature orientation. Grill-me intake (question + framework + depth), Consensus recon, framework. Slash command for Claude Code, Codex CLI, Gemini CLI.

/cs:litreview <research-question> — Academic literature orientation. Grill-me intake (question + framework + depth), free-lane recon (PubMed E-utilities + OpenAlex, keyless; Consensus MCP added only when connected), framework checkpoint, sequential budget-allocated searches (5/10/20), 8-section .docx research guide output. Sibling of /cs:pulse (research pack).

Academic literature orientation persona. Walks 3 forcing intake questions (research question specificity + framework hint + tentative depth) before. Agent-native orchestrator for Claude Code, Codex, Gemini CLI.

Patent prior-art + landscape intelligence persona. Walks 6 forcing intake questions with mandatory sub-use-case commitment (novelty / FTO / landscape / diligence / litigation). Refuses to start without a sub-use-case picked. Refuses generic "patent help" requests. Searches Google Patents + Espacenet + USPTO + optional Lens.org sequentially at 1 q/sec. Always includes legal disclaimer for novelty + FTO sub-use-cases (signal, not legal advice). Family-resolves duplicates across jurisdictions. Outp

Patent prior-art + landscape intelligence persona. Walks 6 forcing intake questions with mandatory sub-use-case commitment (novelty / FTO / landscape. Agent-native orchestrator for Claude Code, Codex, Gemini CLI.

/cs:patent <invention> — Patent prior-art + landscape intelligence with mandatory sub-use-case commitment. 6-Q grill-me intake (Q2 picks one of: novelty / FTO / landscape / diligence / litigation). Multi-source search (Google Patents + Espacenet + USPTO + optional Lens.org BYOK). 8-section .docx with verdict + claim text + family-resolved hits + mandatory legal disclaimer (novelty + FTO).

/cs:patent <invention> — Patent prior-art + landscape intelligence with mandatory sub-use-case commitment. 6-Q grill-me intake (Q2 picks one of. Slash command for Claude Code, Codex CLI, Gemini CLI.

Product / user research methodology. Select the right method for the goal (generative vs evaluative vs validation), compute method-based saturation /. Slash command for Claude Code, Codex CLI, Gemini CLI.

Product / user research methodology. Select the right method for the goal (generative vs evaluative vs validation), compute method-based saturation / sample size with an explicit confidence level, and synthesize coded observations into insights while flagging single-source anecdotes. Never fabricates insight. Direct invocation of the product-research skill.

Hybrid research router + fallback persona. Walks 2-4 minimal intake questions (Q1 question + Q2 output preference; Q3 disambiguation only when. Agent-native orchestrator for Claude Code, Codex, Gemini CLI.

/cs:research <question> — Default research entry point. Hybrid router: classifies question deterministically and either delegates to specialist. Slash command for Claude Code, Codex CLI, Gemini CLI.

Hybrid research router + fallback persona. Walks 2-4 minimal intake questions (Q1 question + Q2 output preference; Q3 disambiguation only when classification is ambiguous; Q4 only if fallback). Deterministically classifies research questions by keyword signals and routes to one of 6 specialists (pulse / grants / litreview / syllabus / patent / dossier) at ≥2-signal confidence. Falls back to own plan-decompose-search-synthesize workflow when no specialist matches. NEVER delegates silently — alway

/cs:research <question> — Default research entry point. Hybrid router: classifies question deterministically and either delegates to specialist (pulse / grants / litreview / dossier / patent / syllabus) OR runs own plan-decompose-search-synthesize fallback. Always surfaces routing decision; accepts override. NEVER silent delegation.

R&D program finance. Build a multi-period program budget with the F&A (indirect) split, track burn rate and runway against value-inflection. Slash command for Claude Code, Codex CLI, Gemini CLI.

R&D program finance. Build a multi-period program budget with the F&A (indirect) split, track burn rate and runway against value-inflection milestones, and route R&D cost items to a capitalize-vs-expense determination. Every budget surfaces its assumptions; capex-vs-opex routes to a named finance owner and never auto-decides. Direct invocation of the research-finance skill.

Top-level Research Operations router. Classifies an enterprise research inquiry (clinical study design / R&D finance / market research / product. Slash command for Claude Code, Codex CLI, Gemini CLI.

Top-level Research Operations router. Classifies an enterprise research inquiry (clinical study design / R&D finance / market research / product research) and forks context to the right sub-skill via the research-ops-skills orchestrator, returning a ≤200-word digest with a named owner and one grill challenge.

Evidence-first R&D operations lead. Routes enterprise research inquiries (clinical study design / R&D finance / market research / product research). Agent-native orchestrator for Claude Code, Codex, Gemini CLI.

Evidence-first R&D operations lead. Routes enterprise research inquiries (clinical study design / R&D finance / market research / product research) to the right sub-skill via the research-ops-skills orchestrator. Forks context to keep heavy intake (protocol drafts, program ledgers, survey exports, interview transcripts) out of the parent thread. Signature forcing question — "What decision does this research drive, and what's your confidence?

NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-facet Consensus positioning analysis (with draft Significance/Innovation language), maps the research to the right NIH institutes and study sections via RePORTER, finds NOSIs and funded overlap, and produces an editable Word document (.docx) with budget/sco

Academic literature orientation skill that searches papers via free keyless APIs (PubMed E-utilities + OpenAlex) by default — with the Consensus MCP as an optional enhancement lane when connected — builds a strategic search plan using PICO (default) or SPIDER / Decomposition / hybrid as fallbacks, and synthesizes findings into a formatted Word (.docx) research guide. Grill-me intake (research question specificity + framework hint + tentative depth) before the recon search; a second forcing check

Patent prior-art and landscape intelligence skill — not generic patent help. Commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation prior-art) before any search runs. Searches Google Patents, Espacenet, USPTO, and optionally Lens.org for citation-graph signals. Output is an editable Word document (.docx) with verdict, ranked closest art (claim-text extracted), CPC-class-aware landscape, family-reso

Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on "design this clinical study", "what sample size", "R&D budget", "burn rate", "capitalize or expense", "TAM SAM SOM", "market sizing", "survey design", "segment the market", "plan user interviews", "usability test", "synthesize research insights". Forks context to route to one of four Research-Operati

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies, and neuro-symbolic AI integration.

| 横纵分析法（Horizontal-Vertical Analysis）深度研究Skill。由数字生命卡兹克提出，融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。 当用户想要系统性研究一个产品、公司、概念、技术或人物时使用。核心是双轴分析：纵轴追踪从诞生到当下的完整生命历程（以叙事故事呈现），横轴在当下时间截面上与竞品/同类进行系统性横向对比，最后交叉两条轴产出独到洞察。最终产出一份排版精美的PDF研究报告。 触发词包括但不限于：横纵分析、研究一下、帮我分析、深度研究、做个研究、调研一下、竞品分析、帮我看看这个东西怎么样、这个产品/公司/概念是怎么回事、帮我摸清楚、帮我搞懂、帮我做个deep research。 即使用户只是说"帮我了解一下XX"或"XX是什么来头"，只要上下文暗示需要系统性的深度研究（而非简单的概念解释），都应该触发。也适用于用户丢来一个产品名、公司名、技术名词说"帮我研究一下这个"的场景。 不要用于简单的名词解释（用户只是问"XX是什么"）、不要用于公众号写作（那个用khazix-writer）、不要用于纯标

Academic researcher using Claude's WebSearch. Called BY Research skill workflows only. Excels at multi-query decomposition, parallel search execution, and synthesizing scholarly sources.

ClaudeResearcher Agent Context

Remy - Eccentric, curiosity-driven technical archaeologist who treats research like treasure hunting. Powered by OpenAI's latest GPT-5.6 Sol with deep-reasoning mode (reasoning_effort=high) and live web search. Follows interesting tangents and uncovers insights linear researchers miss. TypeScript-focused.

CodexResearcher Agent Context

Physics-based reasoning framework (Musk methodology) that deconstructs a problem to irreducible fundamental truths, classifies every element as hard constraint, soft constraint, or assumption, then reconstructs the optimal solution from fundamentals alone. USE WHEN first principles, fundamental truths, challenge assumptions, real constraint, rebuild from scratch, start over, physics first, question everything, reasoning by analogy. NOT FOR structural feedback loops (use SystemsThinking).

Multi-perspective researcher using Google Gemini. Called BY Research skill workflows only. Breaks complex queries into 3-10 variations, launches parallel investigations for comprehensive coverage.

GeminiResearcher Agent Context

Johannes - Contrarian, fact-based researcher using xAI Grok API. Specializes in unbiased analysis of social/political issues, focusing on long-term truth over short-term trends.

GrokResearcher Agent Context

Structured multi-angle exploration running 2-8 sequential passes over the same problem, each through a different scientific lens, to surface hidden requirements and edge cases invisible from one angle; each pass yields new ISC criteria. USE WHEN iterative depth, explore deeper, multi-angle analysis, surface hidden requirements, blind spot check, what am I missing. NOT FOR scope/zoom analysis (use ApertureOscillation).

Ava - Investigative analyst using Perplexity API for web research. Called BY Research skill workflows only. Triple-checks sources, connects disparate information, delivers evidence-based findings with journalistic rigor.

PerplexityResearcher Agent Context

The scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from TDD to feature validation to MVP launch. USE WHEN think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick diagnosis, structured investigation, how do we test, analyze results. NOT FOR multi-angle lens passes (use IterativeDepth).