Best hypothesis generation skills, page 2

Offers ten ideation frameworks for exploring new research directions, stress-testing half-formed ideas and finding gaps when you are stuck or changing fields.

Orchestra-Research/AI-Research-SKILLs

Turns a vague math interest into a bounded, searchable problem and builds a source-traced evidence graph, with novelty checks and conjectures drawn from evidence gaps.

tradecatlabs/vibe-coding-cn

You MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or testing an idea, and before any…

K-Dense-AI/science-superpowers

A skill your agent uses when the user wants to turn a research idea, experiment results, related works, or draft into a paper through the Codex-native PaperPRISM workflow.

XueruiSu/Paper-PRISM

Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent support, then identify overlooked but feasible…

tamdogood/builder-essential-skills

Guides turning an observation into testable, falsifiable hypotheses with null and alternative statements, competing explanations and predictions tied to experimental design.

aiming-lab/AutoResearchClaw

Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

franklee16/academic-research-skills

A skill your agent uses when designing, running, logging, diagnosing, or iterating experiments for the selected research idea.

BingHanOfUESTC/open_agent_team

Frames a data/ML problem before any modeling — the decision, the action, the cost of a wrong call, task type, target, and success metric.

flyrank-bih/flyrank-ml-internship-starter

Comprehensive open data directory (100+ datasets across 14 categories) with auto-fetch capability, plus data collection instrument design, variable dictionaries, data management, IRB materials, and…

joshzyj/open-scholar-skill

Audit a finance paper against Alex Edmans' "Learnings From 1,000 Rejections" (2025, Financial Management) three-part framework: Contribution, Execution, Exposition.

aspi6246/Claude-Code-Skills-for-Academics

Generate testable hypotheses from observations. An agent skill from jimmc414/Kosmos.

jimmc414/Kosmos

Routing guide -- when to use nansen agent (AI research) vs direct CLI data commands.

nansen-ai/nansen-cli

A skill your agent uses when the user wants to debug, diagnose, or systematically iterate on an experiment that already exists, or when they need a structured experiment log for tracking runs…

EvoScientist/EvoSkills

Research ideation workflow from literature search to research planning.

catlog22/maestro-flow

Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop paths.

K-Dense-AI/scientific-agent-skills

A skill your agent uses when the user asks to analyze research gaps, find research gaps, generate research ideas, or analyze papers for gaps.

xujingchen1996/research-app-toolkit

Guide a research project through the full academic lifecycle — from raw idea to concrete research question, literature grounding, methodology, writing, feedback, and publication.

GRCEngClub/claude-grc-engineering

Explore broad social science ideas and convert them into formal, researchable questions.

joshzyj/open-scholar-skill

当用户提供研究资料、项目背景、实验结果、论文草稿、PR/仓库信息或自然语言线索，希望在文献调查基础上提出科学问题、凝练可证伪假设、寻找创新点或判断研究想法价值时使用。⚠️ 不适用：用户只需要完整实验方案/分析计划（优先 research-plan）、只要写文献综述正文（优先 research-literature-review）、或只要不需要文献依据的普通头脑风暴。

huangwb8/ChineseResearchLaTeX

Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration.

wshobson/agents

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize via the rp tools pipeline (Scopus + OpenAlex)

wentorai/Research-Claw

Verify research idea novelty against recent literature. An agent skill from AI4Scientist/nano-scientist.

AI4Scientist/nano-scientist

Develop and optimize rough CCF research ideas into problems, insights, mechanisms, and evidence plans.

mikubaka88/CCFA-Skills

Assess research ideas for value, novelty, insight, and mechanism.

mikubaka88/CCFA-Skills

Light 科研主线第 3 步·提 idea:从模糊方向/数据/文献结构化发散(激发算子系统生成,不是泛泛头脑风暴) → 产值得做且做得成的分层候选 idea(moonshot 冲刺/solid 稳妥/safe 保底),每个必答为什么值得做·创新点· 比现有强在哪·解决什么具体问题·能投什么层次,且提出时就自带撞车前置自查(最像的前作+delta,吃上游 literature-search…

Light0305/Light-skills

Semantic search across UK Biobank's 12,000+ data fields and publications — find the right variables for your research question.

ClawBio/ClawBio

Decision-grade workflow for synthesizing a source set into clear findings, contradictions, confidence markers, gaps, and next questions.

NateBJones-Projects/OB1

Generate and rank research ideas given a broad direction. An agent skill from GRIND-Lab-Core/night_owl_research_agent.

GRIND-Lab-Core/night_owl_research_agent

Generates testable research hypotheses and experimental designs.

liangdabiao/claude-data-analysis-ultra-main

Design a dynamic research team and plan using agent teams -- analyzes question, composes team, creates executable research plan.

Wirasm/prp

Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist.

AI4Scientist/nano-scientist

Conduct a systematic literature review that maps the current landscape of a research question.

joshzyj/open-scholar-skill

A skill your agent uses when maintaining hypothesis generation, falsifiability, FINER checks, or hypothesis portfolios.

meamaturinlove221/TuringResearch_plus

Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification, data needs, empirical strategy).

pedrohcgs/claude-code-my-workflow

Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description.

pedrohcgs/claude-code-my-workflow

A skill your agent uses when the user wants to generate and literature-vet a pool of novel, testable research hypotheses for a question or domain.

gaasher/Agent-Loop-Skills

NIH grant research skill for clinical researchers. An agent skill from alirezarezvani/claude-skills.

alirezarezvani/claude-skills

A skill your agent uses when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence…

brycewang-stanford/Auto-Empirical-Research-Skills

Discover, evaluate, and download publicly available datasets from the internet.

GRIND-Lab-Core/night_owl_research_agent

Structured hypothesis formulation from observations. An agent skill from foryourhealth111-pixel/Vibe-Skills.

foryourhealth111-pixel/Vibe-Skills

Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping.

lingzhi227/agent-research-skills

Start design for a GitHub issue - creates design doc from research/ideas, updates status to Todo

Log2n-io/Typhon

A skill your agent uses when the user wants guided reading, deep reading, or structured analysis of a single paper, starting from fuzzy keywords or a research question.

ZimoLiao/scholaraio

Get a deep critical review of research from Claude via claude-review MCP.

AI4Scientist/nano-scientist

Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing output/REPORT.md, output/APPENDIX.md, and output/REPORT.json.

WILLOSCAR/research-units-pipeline-skills

Generate research questions from existing materials — codebooks, survey questionnaires, datasets, or published papers/abstracts.

joshzyj/open-scholar-skill

Interview preparation and recording-consent law. An agent skill from jamditis/claude-skills-journalism.

jamditis/claude-skills-journalism