knowledge-acquisition-benchmark-inventory

name	knowledge-acquisition-benchmark-inventory
description	Identify and catalog all relevant benchmarks in target domain
execution	subagent
prompt	./prompt.md
input	research_domain, capability_focus
dependencies	{"sops":["spawn-agent"]}

Benchmark Inventory SOP

Identify, catalog, and characterize all relevant benchmarks for a given research domain and capability focus area.

Input

• research_domain: The broad research area (e.g., "natural language understanding", "code generation", "multimodal reasoning")
• capability_focus: Specific capability of interest (e.g., "commonsense reasoning", "mathematical problem solving")

Procedure

1. Search Papers With Code for benchmarks tagged with the domain
2. Search Semantic Scholar for benchmark papers in the domain
3. Search web for leaderboards and evaluation suites
4. For each benchmark found, collect: name, year, paper, size, primary metric, current SOTA, status
5. Classify by: capability tested, modality, difficulty level, maintenance status

Output

Structured catalog of benchmarks with metadata sufficient for downstream analysis selection.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOP	When to use
spawn-agent	Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.