code-cacheSemantic code caching for AI agents. Cache, retrieve, and reuse code from prior agent executions.
Install via ClawdBot CLI:
clawdbot install ryx2/code-cacheGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://raysurfer.comAudited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
Finance teams regularly generate quarterly revenue reports, expense analyses, and forecasting scripts. This skill caches Python or SQL code for these tasks, allowing agents to retrieve and execute proven code instantly instead of regenerating it each time, saving hours and reducing errors in financial calculations.
DevOps engineers frequently write scripts for CI/CD pipelines, such as deploying applications, monitoring logs, or managing cloud infrastructure. By caching successful deployment scripts, agents can quickly reuse validated code for similar tasks, accelerating pipeline setup and ensuring consistency across environments.
E-commerce businesses need to analyze sales data, generate charts for performance dashboards, and extract trends from customer databases. This skill stores code for data fetching and visualization, enabling agents to pull cached solutions for recurring reports, improving speed and reducing development time for analytics.
Healthcare organizations process patient data, run statistical analyses, and generate compliance reports. Caching code for data extraction, transformation, and loading (ETL) tasks allows agents to reuse validated scripts, ensuring data integrity and speeding up regulatory reporting cycles.
Offer the skill as part of a subscription-based platform for AI agents, charging monthly or annual fees based on usage tiers (e.g., number of cache searches or storage limits). This model provides recurring revenue and scales with customer adoption in enterprise environments.
Monetize through pay-per-use API calls to the Raysurfer backend, where customers pay for each cache search, upload, or vote operation. This aligns costs with value, attracting startups and developers who need flexible, scalable caching without upfront commitments.
Sell custom licenses to large corporations for integrating the skill into proprietary AI systems, offering premium support, enhanced security, and dedicated infrastructure. This model targets industries with high compliance needs, such as finance or healthcare, for long-term contracts.
💬 Integration Tip
Set the RAYSURFER_API_KEY environment variable first, then start with the /code-cache search command to test retrieval before uploading code for caching.
Scored Jun 19, 2026
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