scaling-design
Design scaling experiments to characterize performance-resource relationships
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Design scaling experiments to characterize performance-resource relationships
Analyze behavior across scales — detect regime changes, identify capacity limits, fit scaling laws within regimes.
Detect regime changes in scaling behavior — breakpoints where behavior qualitatively shifts, mechanisms behind transitions.
Identify key uncertainty drivers using PESTEL framework scanning
SOP: Assess whether a research question has appropriate scope (too broad / appropriate / too narrow)
Strategy: Adjust research question scope — zoom in/out until the scope is appropriate
Broad landscape mapping strategy — quickly understand what exists in a field. Prioritizes breadth over depth with high paper-overview volume and minimal deep reading. Use when entering a new field or needing orientation before committing to deeper investigation.
Collect historical scores, fit saturation curves, detect inflection points
Synthesize score matrix, rankings, and sensitivity analysis into a final recommendation.
Search across conversation logs in ~/.claude/projects/. Use when: the user says /searchchat, wants to search chat history, or explore the ~/.claude/projects/ directory.