Hypothesis — Data skill for Claude Code
Generate research hypotheses and experimental designs based on data patterns.
How to install Hypothesis
Installs to ~/.claude/commands/liangdabiao-claude-data-analysis-ultra-hypothesis.md
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/liangdabiao/claude-data-analysis-ultra/HEAD/.claude/commands/hypothesis.md -o ~/.claude/commands/liangdabiao-claude-data-analysis-ultra-hypothesis.md Restart Claude Code, or start a new session, for it to be picked up.
What Hypothesis does
allowed-tools: Task, Read, Write, Bash, Grep, Glob argument-hint: [dataset] [domain] description: Generate research hypotheses and experimental designs based on data patterns
Hypothesis Generation Command
Generate research hypotheses and experimental designs for dataset `$1` in domain `$2` using the hypothesis-generator subagent.
Context
- Dataset location: @data_storage/$1
- Analysis domain: $2 (user-behavior, business-impact, technical-performance, custom)
- Current working dir
Alternatives in Data
- Financial Services — Reference agents, skills, and data connectors for the financial-services workflows we see most — investment ba 34.5k ★
- Statistical Analysis — Statistical analysis and hypothesis testing 6.4k ★
- Osint Employees — Gather employee names + email patterns for password spray prep 4.5k ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Hypothesis Agent
Generate high-value, non-obvious attack hypotheses from recon data during bug bounty hunting. Use this skill w
Figma UI MCP
AI can draw UI directly on the Figma canvas via JavaScript, and read existing designs back as structured data.
Agent Database
Work as the Database Engineer agent — Designs and changes data storage with integrity, compatibility, and safe
Human
The AI Software Factory. Tickets, docs, designs, and analytics in. Shipped code out. One secure pipeline from
n8n Code JavaScript
JavaScript in n8n Code nodes with data access patterns
Core Data Agent Skill
An Agent Skill focused on Apple’s Core Data framework, helping with data modeling, fetch requests, performance
Related Agents
Hypothesis Generator
Research hypothesis generation specialist for creating testable hypotheses, experimental designs, and research
Hypothesis Verifier
Independently decomposes hypotheses into testable assumptions and designs the smallest disconfirming tests. Ma
Fable Research
Use PROACTIVELY for bioscience-research thinking and writing that does NOT design molecules or sequences. MUST