Best hypothesis generation skills, page 3

Assess research idea novelty through systematic literature search.

lingzhi227/agent-research-skills

Expert guidance for selecting and parameterizing cognitive psychology experimental paradigms based on research questions

NeuroAIHub/BrainPilot

Core scientific methodology principles: research planning, method justification, assumption checking, and human-in-the-loop decision making for cognitive science and neuroscience

NeuroAIHub/BrainPilot

Intake a meta-analysis topic from TOPIC.txt, translate it into a PICO or PECO protocol, and define eligibility, outcomes, and search scope.

htlin222/meta-pipe

Research-method workflow guide for hypothesis framing, peer-review style critique, reproducibility planning, study-design checks, and scientific-writing structure.

DrugClaw/DrugClaw

Generate research questions from economic phenomena. An agent skill from meleantonio/awesome-econ-ai-stuff.

meleantonio/awesome-econ-ai-stuff

Guideline-driven spatial analysis skill. An agent skill from GRIND-Lab-Core/night_owl_research_agent.

GRIND-Lab-Core/night_owl_research_agent

Answer research questions by mining the project's resource repository (resource/) with explicit file-path citations.

CurryTang/Amadeus

Draft or refine introduction sections for academic manuscripts from phenomenon to theory to contribution.

TyrealQ/q-skills

Design a usability study — research questions, methodology, participant criteria, metrics, and facilitation guide.

Owl-Listener/designer-skills

A skill your agent uses when generating, screening, ranking, or selecting research ideas from literature gaps and experimental constraints.

BingHanOfUESTC/open_agent_team

A skill your agent uses when the user has a research proposal (problem + proposed methodology + planned experiments) and wants it iteratively strengthened until it clears a passing grade.

gaasher/Agent-Loop-Skills

A skill your agent uses when the user has a vague topic or area of interest and wants it sharpened into a few strong, novel, feasible research questions.

gaasher/Agent-Loop-Skills

Creates, optimizes, validates, and packages AI Agent Skills (SKILL.md format).

LeoYeAI/openclaw-master-skills

You must use this when matching research questions to appropriate designs, sampling strategies, or validity controls — or when a research problem is stuck and needs creative reframing (cross-domain…

poemswe/co-researcher

Open-ended scientific ideation partner. An agent skill from foryourhealth111-pixel/Vibe-Skills.

foryourhealth111-pixel/Vibe-Skills

想法群聊室 — 类比者角色。被 idea-team 主编排器调用，或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。专门做跨界类比 + yes-and 扩展——不评判、不挑刺、不要求事实证据。Do NOT use when 用户要数据（用 idea-research）、要反方意见（用…

majiayu000/spellbook

想法群聊室 — 反方角色。被 idea-team 主编排器调用，或用户单独说"反方意见"、"挑这个想法的刺"、"为什么会失败"、"找漏洞 / 反例"、"devil's advocate"时触发。专门挑漏洞、找隐藏假设、给反例——不安慰、不"也许可以这样"、不全盘否定。Do NOT use when 用户要数据（用 idea-research）、要类比启示（用…

majiayu000/spellbook

Vector database retrieval and evidence-based answering for medical research topics.

aipoch/medical-research-skills

Scaffold, execute, analyse, and publish computational research experiments through a reproducible staged workflow.

flonat/flonat-research

Explore a research question through several independent analytical perspectives and synthesize their agreements and disagreements.

flonat/flonat-research

VS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidance, Long-tail exploration, differentiated framework presentation Absorbed A3…

brycewang-stanford/Auto-Empirical-Research-Skills

Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai's empirical research guide.

brycewang-stanford/Auto-Empirical-Research-Skills

Find and assess datasets for a research question. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

brycewang-stanford/Auto-Empirical-Research-Skills

Universal deep research agent team. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

brycewang-stanford/Auto-Empirical-Research-Skills

Structured conversational interview to formalise a research idea or extension into a concrete specification with hypotheses and empirical strategy.

brycewang-stanford/Auto-Empirical-Research-Skills

Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance.

brycewang-stanford/Auto-Empirical-Research-Skills

Start a new research project by conducting a structured interview to formalize a research idea, then generates research questions with identification strategies and a project spec.

brycewang-stanford/Auto-Empirical-Research-Skills

Strategic research companion — brainstorm, evaluate, and decide on research directions.

brycewang-stanford/Auto-Empirical-Research-Skills

Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X).

brycewang-stanford/Auto-Empirical-Research-Skills

Generate structured research questions, hypotheses, and empirical strategies from a topic or dataset within the sewage/environmental economics space.

brycewang-stanford/Auto-Empirical-Research-Skills

Designs complete integrated research plans for bulk transcriptomics, proteomics, metabolomics, and related omics from a user-provided biomedical direction.

aipoch/medical-research-skills

Automated LLM-driven hypothesis generation and testing for tabular datasets; use when you need systematic exploration of empirical patterns (e.g., fraud detection, content analysis) and want to…

aipoch/medical-research-skills

Designs complete single-cell research plans from a user-provided biomedical direction.

aipoch/medical-research-skills

Interactive brainstorming to develop a meta-analysis topic. An agent skill from htlin222/meta-pipe.

htlin222/meta-pipe

Draft or refine standalone literature review sections for academic manuscripts.

TyrealQ/q-skills

Draft results sections for academic manuscripts with APA 7th tables and narrative flow.

TyrealQ/q-skills

Plan user research studies - method selection, participant recruitment, study design, and research questions for generative and evaluative research.

Prorise-cool/Claude-Code-Multi-Agent

Design experiments and quasi-experiments before analysis. An agent skill from foryourhealth111-pixel/Vibe-Skills.

foryourhealth111-pixel/Vibe-Skills

Review and score refined research questions produced by Claude Code or OpenCode.

appleweiping/WEIPING_WIKI

Rigorous experiment planning that produces a complete, auditable experiment plan with blocks, baselines, milestones, decision gates, and compute estimates.

appleweiping/WEIPING_WIKI

LLM-driven hypothesis generation/testing on tabular data. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills

Structured scientific hypothesis formulation from observations; use when you have experimental observations or preliminary data and need testable hypotheses with predictions, mechanisms, and…

aipoch/medical-research-skills

Produce a structured close-reading report from a paper's full PDF-to-Markdown text (with Page XX pagination and image references) when you need to systematically extract background, research…

aipoch/medical-research-skills

Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with Page XX pagination and image references) and output a structured extensive-reading summary in Markdown when you…

aipoch/medical-research-skills

Hypothesis-driven debugging with ranked hypotheses, git bisect strategy, instrumentation planning, and minimal reproduction design.

Mathews-Tom/armory

VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal question avoidance, alternatives presentation…

majiayu000/claude-skill-registry

Get a deep critical review of research from an external reviewer backend (Codex or manual).

majiayu000/claude-skill-registry