market-validation
confirming the viability of a product or service in the target market through research and analysis.
no-skill baseline: 52% — anything below it makes the model worse.
1works★182,7402works★513works★04untested★05untested★17,4646untested★17,4647untested★17,4648untested★3279untested★2010untested★27,55911untested★012untested★013hurts★72
market-researchskilldefault
Quick market sizing and competitive positioning without agency fees.
market-research-analysisskill
Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.
market-validation-researchworkflow
Gathering and adversarially verifying market or technical evidence from multiple sources with cited claims.
mcp-discovery-surveyworkflow
Deterministic monthly/quarterly MCP ecosystem surveys that feed implementation planning without re-discovering
andreessenplugin
Founders and operators who want blunt market-first pressure-testing without validation-seeking bias, using Andreessen's proven frameworks.
research-ops-skillsplugin
Research teams spanning clinical, finance, market, and product domains when comprehensive research-ops infrastructure is needed across domains.
dossierplugin
Investors and operators who need decision-grade entity research with hypothesis testing and red-flag scoring before meetings or deals.
assumption-mapperskill
Pre-build validation when a plan has multiple untested bets and you need to decide what to test first.
analyzing-activist-campaign-strategiesskill
Public company boards or investors evaluating vulnerability to activist intervention and assessing negotiation strategy.
market-research-reportsskill
Go/no-go decisions where market sizing and competitive threat assessment are the binding constraints.
market-scoutskill
Preventing wasteful engineering by validating demand before any code when competitors are unclear.
market-researchskill
the user wants market sizing, competitor comparisons, fund research, technology scans, or research t
agency-phase-0-discoveryskill
De-risking product ideas before engineering effort by validating market, users, regulations, and competitive space.