aiceAI Confidence Engine — 5 dominios bidireccionales (TECH/OPS/JUDGMENT/COMMS/ORCH). Agent + User scoring. Triggers: puntúa, auto-score, task-complete, idea-val...
Install via ClawdBot CLI:
clawdbot install brugillo/aiceGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://semver.org/Audited Apr 18, 2026 · audit v1.0
Generated Mar 22, 2026
An AI agent handles customer inquiries, using AICE to score its technical accuracy, operational discipline, and communication clarity. The bidirectional scoring allows the agent to adjust responses based on user feedback, improving trust and reducing escalations over time.
An AI assists developers by reviewing code and suggesting improvements. AICE tracks the agent's judgment in anticipating bugs and technical research, while user scoring evaluates the clarity and relevance of feedback, fostering collaborative refinement.
An AI aids medical professionals by analyzing patient data and providing diagnostic insights. AICE monitors the agent's judgment and communication domains to ensure reliable, well-explained recommendations, with user scoring to validate decision-making processes.
An AI tutor guides students through learning modules, using AICE to score its instructional coordination and communication. Bidirectional scoring helps adapt teaching methods based on student feedback, enhancing engagement and learning outcomes.
An AI provides financial advice and market analysis, leveraging AICE to assess its judgment in risk assessment and technical accuracy. User scoring ensures recommendations align with client goals, building confidence in automated advisory services.
Offer AICE as a cloud-based service with tiered pricing based on usage volume and features like advanced analytics. Revenue comes from monthly or annual subscriptions, targeting businesses integrating AI agents into their workflows.
Sell perpetual or annual licenses for on-premises deployment, including customization and dedicated support. This model suits large organizations with strict data privacy requirements, generating high upfront and maintenance revenue.
Provide a free basic version of AICE for small teams, with paid upgrades for advanced triggers, detailed reporting, and team collaboration features. Revenue is driven by upselling to premium tiers as users scale.
💬 Integration Tip
Integrate AICE by embedding its scoring triggers into existing AI agent workflows, ensuring regular updates to confidence.json and leveraging its anti-pattern checks to minimize errors.
Scored Jun 19, 2026
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