← ClaudeAtlas

hypothesis-evolve-simplificationlisted

Generate exactly one child hypothesis that preserves the core idea while reducing unnecessary complexity.
panjose/Co-Scientist · ★ 4 · AI & Automation · score 77
Install: claude install-skill panjose/Co-Scientist
# hypothesis-evolve-simplification Goal: - Generate exactly one child hypothesis that preserves the core idea while reducing unnecessary complexity. Inputs: - `research_plan/RESEARCH_PLAN.json` - selected parent `hypotheses/<id>/HYPOTHESIS.json` artifacts - parent review artifacts - active `state/STRATEGY_PLAN.json` Outputs: - `hypotheses/<id>/HYPOTHESIS.json` - `hypotheses/<id>/HYPOTHESIS.md` - `hypotheses/<id>/ORIGIN.json` Context Loading: - Open `skills/shared-references/schema-index.md`. - Read `packages/agent_contracts/hypothesis.py` and confirm the exact `HypothesisContract` shape before writing `hypotheses/<id>/HYPOTHESIS.json`. - Read `research_plan/RESEARCH_PLAN.json`. - Read `state/STRATEGY_PLAN.json`. - Read each selected parent hypothesis and its review bundle. - Confirm that the round selected `simplification_evolution`. Execution Prompt Contract: - System Intent: - You are distilling the parent hypothesis into a leaner, cleaner, easier-to-test child without collapsing it into triviality. - Required Reasoning Focus: - Remove surplus assumptions and over-specified branches. - Preserve one clear causal core. - Keep the experiment path minimal but decisive. - Do Not Do: - Do not oversimplify into a generic statement. - Do not lose the falsifiable prediction. - Quality Floor: - The child must directly address at least one specific weakness from the parent review bundle. - `origin.content.statement` must name concrete materials, catalysts, re