zero-rulesIntercept deterministic tasks (math, time, currency, files, scheduling) BEFORE they hit the LLM. Saves 50-70% on token costs by resolving simple queries locally with zero API calls.
Install via ClawdBot CLI:
clawdbot install deeqyaqub1-cmd/zero-rulesGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://cascadeai.devAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A customer service chatbot handling common queries about order calculations, shipping times, and currency conversions. ZeroRules intercepts math calculations for discounts, time zone queries for delivery estimates, and currency conversions for international orders, reducing LLM costs by 50-70% while maintaining instant responses.
A financial planning assistant where users frequently ask about percentage calculations, currency exchange rates, and date-based scheduling for investment milestones. ZeroRules handles all deterministic calculations locally, ensuring accurate math and currency conversions without expensive LLM calls, while preserving the AI for complex investment advice.
A project management AI that processes file directory listings, date calculations for deadlines, and time zone adjustments for team meetings. ZeroRules manages file operations to list project documents, calculates days until deadlines, and converts meeting times across time zones, freeing the LLM for creative task planning and risk assessment.
A travel booking AI that handles time zone queries for flight schedules, currency conversions for pricing, and date calculations for trip durations. ZeroRules resolves these deterministic tasks instantly, reducing token costs on high-volume booking platforms while allowing the LLM to focus on personalized travel recommendations and itinerary planning.
An educational AI tutor where students ask arithmetic problems, unit conversions, and scheduling questions for study sessions. ZeroRules intercepts all math and date-related queries, providing immediate answers without LLM overhead, enabling the AI to dedicate tokens to explaining concepts and answering complex reasoning questions.
Offer ZeroRules with 5 free built-in rules for basic deterministic tasks, then charge $9/month for a Pro tier with unlimited custom rules and a persistent savings dashboard. This model attracts users with immediate cost savings on free rules and upsells to power users needing advanced customization.
License ZeroRules to large organizations with high-volume AI usage, such as customer support centers or financial institutions. Provide custom integrations, priority support, and advanced security features, charging based on usage scale or annual contracts to maximize revenue from cost-sensitive enterprises.
Host ZeroRules as a cloud API service where developers pay per request or through tiered monthly plans. This model eliminates the need for users to manage Node.js installations, offering scalability and ease of integration for applications requiring deterministic task interception without infrastructure overhead.
💬 Integration Tip
Always invoke ZeroRules before any LLM call by running the rules.js script with the user's exact message; if matched, use the result directly without further processing to maximize token savings.
Scored Apr 19, 2026
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