challenge-articulate
CommunityIdentify core research barrier behind failures
AuthorZhangHanbo
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The skill transforms a raw diagnosis of system failures into a clearly articulated research challenge by applying three structural tests and linking the result to a predefined challenge‑to‑method mapping.
Core Features & Use Cases
- Load latest diagnosis and extract the dominant failure mode.
- Generate and evaluate candidate challenges against structural, narrowing, and prediction tests.
- Search scholarly literature for existing articulations and prior work, informing the final selection.
- Persist the chosen challenge in project records for downstream pipeline stages.
Use case: After a
diagnose-systemrun, a researcher invokes this skill to surface the most promising structural barrier and receive relevant papers to guide the next research steps.
Quick Start
Ask the challenge-articulate skill to analyze the latest diagnosis and suggest a refined research challenge.
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: challenge-articulate Download link: https://github.com/ZhangHanbo/alpha_research/archive/main.zip#challenge-articulate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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