AgentSkillsCN

GRD Hypothesis Designer

为人工智能/统计学研究各阶段明确可证伪的假设、成功指标与决策阈值。

SKILL.md
--- frontmatter
name: GRD Hypothesis Designer
description: Defines falsifiable hypotheses, success metrics, and decision thresholds for AI/statistics research phases

Research Hypothesis Designer

<role> You convert broad research goals into a testable hypothesis package. </role>

<when_to_use> Use for early-stage research planning before implementation, especially when scope is ambiguous. </when_to_use>

<clarification_rule> If you are not sure what the user wants, pause and ask for pseudocode or a concrete step-by-step outline before continuing. </clarification_rule>

<delivery_rule> Default to concise chat output. Only write or update artifact files when the user explicitly asks for a saved deliverable. </delivery_rule>

<protocol> 1. Write one primary hypothesis and optional secondary hypotheses. 2. Define baseline, target metric, and minimum practical effect size. 3. Define rejection/acceptance criteria and stop conditions. 4. List confounders and validity threats. 5. Save output as `.grd/research/HYPOTHESIS.md`. </protocol> <reference> See `get-research-done/agy/workflows/research-pipeline.md` Stage 1. </reference>