skill-market-fit-ranker对一批 Skill 选题按高频、低门槛、传播性、ROI 和风险做排序。;use for skills, market-fit, prioritization workflows;do not use for 只按个人偏好排序, 忽略发布风险.
Install via ClawdBot CLI:
clawdbot install 52yuanchangxing/skill-market-fit-rankerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://example.invalid/skills/skill-market-fit-rankerAudited Apr 17, 2026 · audit v1.0
Generated May 5, 2026
An indie hacker has 15 skill ideas (e.g., Notion templates, API wrappers, micro-SaaS) and needs to rank them by market potential. The ranker evaluates each idea across five dimensions, producing a prioritized roadmap that balances quick wins with high-ROI bets.
A product team at a mid-size company lists 10 internal tooling skills (e.g., chatbot for HR, automated reporting). The ranker sorts them by user frequency, implementation risk, and ROI to build a lean roadmap that delivers immediate value while minimizing disruption.
A platform marketplace (e.g., GPT store, automation app store) curates community-submitted skills. The ranker scores each skill on virality, low barrier to create, and revenue potential, helping decide which to feature or promote.
An open-source maintainer collects 20 feature requests as skills. The ranker prioritizes by contribution ease, community demand frequency, and risk to project stability, guiding which features to build next.
A bootcamp designer proposes 8 modules (skills) for a data science track. The ranker scores them by learner engagement, market demand for graduates, and teaching complexity, resulting in a sequenced curriculum that maximizes student outcomes.
Offer the ranker as a free tool on a website to capture leads, then upsell premium reports, custom scoring dimensions, or workshop facilitation for teams.
Launch as a dedicated SaaS platform where users input skill lists, configure weights, and generate real-time rankings. Tiered subscriptions for limited sorts/month, with API access for enterprise.
Integrate into existing marketplaces (e.g., Skill share, AWS Solutions) as a built-in sorting feature. Charge a per-use fee or revenue share on featured skills that are promoted via the ranking.
💬 Integration Tip
The ranker can be integrated via a simple API or CLI script; for quick wins, embed the output template into existing workflows by reading from a JSON spec and writing results to a markdown file.
Scored Jun 29, 2026
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