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Build capability taxonomy, map existing benchmark coverage
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Based on SOC occupation classification
SOTA Performance Baseline Campaign — 5 strategies for systematically collecting, standardizing, and analyzing performance data across methods. Produces standardized comparison tables, progress curves, and headroom analysis.
Assess systematic biases in the evidence body — publication bias, reporting bias, and selective outcome reporting. Budget: 40 studies, 40 effect sizes, 40 web searches.
Track evidence accumulation over time — cumulative meta-analysis protocol design. Budget: 40 studies, 40 effect sizes, 30 web searches.
Design structured data extraction form for systematic meta-analysis data collection
Systematically extract effect sizes and conditions from papers for meta-analytic synthesis
Determine effect size types and calculation methods for meta-analytic synthesis
| name | capability-taxonomy-mapping |
| description | Build capability taxonomy, map existing benchmark coverage |
| execution | subagent |
| prompt | ./prompt.md |
| input | domain, existing_benchmarks |
| used-by | benchmark-archaeology |
Build a hierarchical capability taxonomy for a domain and map existing benchmark coverage onto it to identify gaps and redundancies.
Annotated taxonomy tree with coverage statistics and prioritized gaps.
