Skill · em Dados, IA e pesquisa

hypothesis-generation

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

Procedência

Origem: davila7/claude-code-templates
Caminho: cli-tool/components/skills/scientific/hypothesis-generation
Versão fixada: 57f899e5394bb8ca166f38eacae8f0853cbfe033
Licença: MIT
Espelhado em 25/09/2026
3 downloads no Claude Code Templates (lido em 25/09/2026)

Antes de instalar

7 arquivos · 96,9 KB · só texto, nenhum script

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/hypothesis-generation/.

d=".claude/skills/hypothesis-generation"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/hypothesis-generation"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/FORMATTING_GUIDE.md" "$u/assets/FORMATTING_GUIDE.md" \
  -o "$d/assets/hypothesis_generation.sty" "$u/assets/hypothesis_generation.sty" \
  -o "$d/assets/hypothesis_report_template.tex" "$u/assets/hypothesis_report_template.tex" \
  -o "$d/references/experimental_design_patterns.md" "$u/references/experimental_design_patterns.md" \
  -o "$d/references/hypothesis_quality_criteria.md" "$u/references/hypothesis_quality_criteria.md" \
  -o "$d/references/literature_search_strategies.md" "$u/references/literature_search_strategies.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/hypothesis-generation/.

d="$HOME/.claude/skills/hypothesis-generation"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/hypothesis-generation"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/FORMATTING_GUIDE.md" "$u/assets/FORMATTING_GUIDE.md" \
  -o "$d/assets/hypothesis_generation.sty" "$u/assets/hypothesis_generation.sty" \
  -o "$d/assets/hypothesis_report_template.tex" "$u/assets/hypothesis_report_template.tex" \
  -o "$d/references/experimental_design_patterns.md" "$u/references/experimental_design_patterns.md" \
  -o "$d/references/hypothesis_quality_criteria.md" "$u/references/hypothesis_quality_criteria.md" \
  -o "$d/references/literature_search_strategies.md" "$u/references/literature_search_strategies.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/hypothesis-generation/.

d=".agents/skills/hypothesis-generation"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/hypothesis-generation"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/FORMATTING_GUIDE.md" "$u/assets/FORMATTING_GUIDE.md" \
  -o "$d/assets/hypothesis_generation.sty" "$u/assets/hypothesis_generation.sty" \
  -o "$d/assets/hypothesis_report_template.tex" "$u/assets/hypothesis_report_template.tex" \
  -o "$d/references/experimental_design_patterns.md" "$u/references/experimental_design_patterns.md" \
  -o "$d/references/hypothesis_quality_criteria.md" "$u/references/hypothesis_quality_criteria.md" \
  -o "$d/references/literature_search_strategies.md" "$u/references/literature_search_strategies.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/hypothesis-generation/.

d="$HOME/.agents/skills/hypothesis-generation"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/hypothesis-generation"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/FORMATTING_GUIDE.md" "$u/assets/FORMATTING_GUIDE.md" \
  -o "$d/assets/hypothesis_generation.sty" "$u/assets/hypothesis_generation.sty" \
  -o "$d/assets/hypothesis_report_template.tex" "$u/assets/hypothesis_report_template.tex" \
  -o "$d/references/experimental_design_patterns.md" "$u/references/experimental_design_patterns.md" \
  -o "$d/references/hypothesis_quality_criteria.md" "$u/references/hypothesis_quality_criteria.md" \
  -o "$d/references/literature_search_strategies.md" "$u/references/literature_search_strategies.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/hypothesis-generation/.

d=".agents/skills/hypothesis-generation"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/hypothesis-generation"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/FORMATTING_GUIDE.md" "$u/assets/FORMATTING_GUIDE.md" \
  -o "$d/assets/hypothesis_generation.sty" "$u/assets/hypothesis_generation.sty" \
  -o "$d/assets/hypothesis_report_template.tex" "$u/assets/hypothesis_report_template.tex" \
  -o "$d/references/experimental_design_patterns.md" "$u/references/experimental_design_patterns.md" \
  -o "$d/references/hypothesis_quality_criteria.md" "$u/references/hypothesis_quality_criteria.md" \
  -o "$d/references/literature_search_strategies.md" "$u/references/literature_search_strategies.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/hypothesis-generation/.

d="$HOME/.gemini/antigravity-cli/skills/hypothesis-generation"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/hypothesis-generation"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/FORMATTING_GUIDE.md" "$u/assets/FORMATTING_GUIDE.md" \
  -o "$d/assets/hypothesis_generation.sty" "$u/assets/hypothesis_generation.sty" \
  -o "$d/assets/hypothesis_report_template.tex" "$u/assets/hypothesis_report_template.tex" \
  -o "$d/references/experimental_design_patterns.md" "$u/references/experimental_design_patterns.md" \
  -o "$d/references/hypothesis_quality_criteria.md" "$u/references/hypothesis_quality_criteria.md" \
  -o "$d/references/literature_search_strategies.md" "$u/references/literature_search_strategies.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.hypothesis-generation

Prévia do SKILL.md

---
name: hypothesis-generation
description: "Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains."
allowed-tools: [Read, Write, Edit, Bash]
---

# Scientific Hypothesis Generation

## Overview

Hypothesis generation is a systematic process for developing testable explanations. Formulate evidence-based hypotheses from observations, design experiments, explore competing explanations, and develop predictions. Apply this skill for scientific inquiry across domains.

## When to Use This Skill

This skill should be used when:
- Developing hypotheses from observations or preliminary data
- Designing experiments to test scientific questions
- Exploring competing explanations for phenomena
- Formulating testable predictions for research
- Conducting literature-based hypothesis generation
- Planning mechanistic studies across scientific domains

## Visual Enhancement with Scientific Schematics

**⚠️ MANDATORY: Every hypothesis generation report MUST include at least 1-2 AI-generated figures using the scientific-schematics skill.**

This is not optional. Hypothesis reports without visual elements are incomplete. Before finalizing any document:
1. Generate at minimum ONE schematic or diagram (e.g., hypothesis framework showing competing explanations)
2. Prefer 2-3 figures for comprehensive reports (mechanistic pathway, experimental design flowchart, prediction decision tree)

**How to generate figures:**
- Use the **scientific-schematics** skill to generate AI-powered publication-quality diagrams
- Simply describe your desired diagram in natural language
- Nano Banana Pro will automatically generate, review, and refine the schematic

**How to generate schematics:**
```bash
python scripts/generate_schematic.py "your diagram description" -o figures/output.png
```
…

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