stopping-criteria
OfficialKnow when to stop and synthesize.
Education & Research#iteration#synthesis#decision-framework#hypothesis-testing#research-workflow#budget-management#stopping-criteria
Authoropenscientist-io
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The stopping-criteria skill helps researchers and teams determine when iterative investigations have produced sufficient evidence to answer a research question, enabling timely final synthesis.
Core Features & Use Cases
- Provides a decision framework that distinguishes hard stops (iteration budget, budget threshold, catastrophic failure) from soft stops (coherent mechanistic model, diminishing returns, sufficient coverage, final readiness).
- Guides endgame strategy for the final iterations, including when to shift priorities and how to triage remaining tasks.
- Suitable for any iterative research workflow requiring objective stopping rules and an explicit synthesis plan.
Quick Start
Input your current iteration state and budget constraints, and the Skill will decide whether to continue or synthesize now.
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: stopping-criteria Download link: https://github.com/openscientist-io/openscientist/archive/main.zip#stopping-criteria Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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