Produce decision-grade market research
market-researchskillsetup L1★182,740
affaan-m/everything-claude-code ↗Causal-lift measurements
market-validation+5pp vs no-skill baselinewith-skill 57% · baseline 52%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Research market trends and competitive landscape
Best for
Quick market sizing and competitive positioning without agency fees.
Inputs
- · Market/product name
- · Geographic scope
Outputs
- · Market size estimates
- · Competitor analysis
- · Trend summary
Requires
- · Web search
Preconditions
Topic has published research available
Failure modes
- · Outdated source data
- · Survivor bias in competitor sample
Trust signals
- · Multi-source synthesis