idea_falsifier_agent
CommunityFalsify risky research ideas before you commit.
Education & Research#risk assessment#research governance#falsification#literature screening#condensed matter#SP-STM
Authorxingchen2202
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you avoid costly research dead-ends by running a Popper-style falsification workflow to decide whether your condensed-matter idea is worth pursuing, using physical constraints and literature checks.
Core Features & Use Cases
- Idea routing + structured verdicts: Determines whether to run theory-first, experiment-first, or prior-art-first checks, then outputs a clear verdict: PASS, INCUBATE, or KILL.
- Layered falsification with guardrails: Applies Layer 1 (theory consistency) and Layer 2 (experimental feasibility) with hard thresholds and required calculations (e.g., energy-resolution limits).
- MVE + risk-focused next steps: For INCUBATE cases, produces a minimal validation experiment (or kill question) and actionable guidance to reduce uncertainty quickly.
Quick Start
Tell the AI to evaluate your idea by running /falsify with your research-idea description, and it will return a full falsification report with the verdict and next steps.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: idea_falsifier_agent Download link: https://github.com/xingchen2202/obsidian-ai-knowledge-system/archive/main.zip#idea-falsifier-agent Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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