skill-recommenderFind, filter, cluster, and recommend similar OpenClaw skills by intent, function, or use case. Use when the user wants to find同类 skill、比较多个相近 skill、判断哪个 skil...
Install via ClawdBot CLI:
clawdbot install harrylabsj/skill-recommenderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A company maintains a large internal skill repository for AI agents and needs to prevent redundant development. This skill helps identify overlapping skills, recommend existing ones for new requests, and cluster skills by function to streamline maintenance and reduce costs.
A platform hosting AI skills for developers wants to enhance user discovery by recommending similar skills based on intent. This skill filters and ranks skills, helping users find the best fit for tasks like home automation or data analysis, improving engagement and satisfaction.
An educational institution builds AI skills for learning assistants and needs to compare and select the most suitable skills for specific subjects. This skill analyzes descriptions and keywords to recommend skills for tasks like math tutoring or language practice, ensuring efficient resource allocation.
A healthcare provider integrates AI skills for patient support and administrative tasks. This skill checks for duplicates in skills related to appointment scheduling or symptom checking, recommending reuse to avoid development waste and ensure compliance with standardized functions.
Offer this skill as a cloud-based service where companies pay a monthly fee to access skill recommendation and deduplication features. Revenue comes from tiered plans based on usage volume, such as number of skills analyzed or API calls, targeting enterprises with large skill libraries.
Provide tailored integration and analysis services for organizations needing specific skill clustering or recommendation rules. Revenue is generated through project-based fees for setup, training, and ongoing support, ideal for industries with unique compliance or functional requirements.
Integrate this skill into an AI skill marketplace to enhance discovery and reduce skill overlap. Revenue comes from commissions on skill sales or listings, as improved recommendations drive higher user adoption and transaction volumes on the platform.
💬 Integration Tip
Ensure the skills directory is well-structured with clear metadata like descriptions and keywords for accurate matching, and regularly update reference files for optimal recommendation rules.
Scored Apr 19, 2026
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
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