Research domain evaluation criteria
gsd-domain-researchersubagentsetup L1★1
kleros/reputation-oracle ↗What it does
Research domain expert eval criteria
Best for
Surfacing what actual practitioners care about before turning eval criteria into measurable rubrics
Inputs
- · phase goal
- · AI-SPEC.md path
- · CONTEXT.md (optional)
Outputs
- · AI-SPEC.md Section 1b with domain context, rubrics, regulations, expert roles
Requires
- · Read
- · Write
- · Bash
- · Grep
- · Glob
- · WebSearch
- · WebFetch
- · mcp__context7__*
Preconditions
Domain unclear without research; get-shit-done methodology understood
Failure modes
- · Rubric criteria too generic (not domain-specific)
- · Regulatory context fabricated
Trust signals
- · Runs targeted domain-specific searches
- · Produces practitioner language, not AI jargon
- · Sources every rubric ingredient