economic-incentive-misalignment-detectorHelps identify when marketplace economic incentives systematically favor quantity over quality — creating structural pressure toward publishing unsafe skills...
Install via ClawdBot CLI:
clawdbot install andyxinweiminicloud/economic-incentive-misalignment-detectorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Analyze a platform like AgentMarket to detect if economic incentives favor quantity over quality. Assess publisher concentration, publication velocity, and revenue conflicts to identify structural risks that could lead to unsafe skill proliferation.
Evaluate a mobile app marketplace's policies for incentive misalignment, such as per-download revenue models that encourage misleading descriptions or rapid updates exceeding review capacity, compromising user safety.
Examine a content-sharing platform where upvote-based rewards create pressure for social manipulation and low-quality posts. Identify enforcement asymmetries and underinvestment in safety infrastructure relative to growth.
Assess a software-as-a-service marketplace for structural biases, such as revenue tied to publisher count leading to lax safety standards. Analyze safety vs. growth investment ratios to prevent systemic failures.
Review a gig economy platform where incentives for high-volume service providers may compromise quality and safety. Detect patterns like concentrated activity from top publishers and inadequate review mechanisms.
Marketplaces charge publishers a flat monthly fee for unlimited skill uploads, reducing pressure for volume-driven publishing. This model aligns incentives toward quality by decoupling revenue from download counts, though it may limit growth.
Revenue is tied to user satisfaction scores or safety ratings rather than downloads, incentivizing publishers to prioritize long-term quality. This model requires robust auditing but reduces conflicts of interest in enforcement.
Offer basic publishing for free but charge for advanced safety tools and priority reviews. This encourages investment in quality while maintaining accessibility, though it may create tiers of safety enforcement.
💬 Integration Tip
Integrate this skill with data analytics tools to pull real-time marketplace metrics, such as publisher activity logs and revenue reports, for accurate incentive alignment assessments.
Scored Jun 19, 2026
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