ai-architect

What problem does it solve?

This Skill addresses the risk of building DISHA AI workflows that lack governance, auditability, and safety guardrails, which can lead to unreliable outputs, unlogged critical decisions, and accidental exposure of sensitive data.

Core Features & Use Cases

• Controlled Prompt Templates: Enforces use of standardized prompt templates to reduce AI output variability and ensure consistent behavior.
• Deterministic Critical Decisions: Requires deterministic settings for high-stakes decisions to guarantee reproducible, verifiable outcomes.
• Output Validation & Fallbacks: Mandates typed schema or guard function validation of model outputs, with fallback logic for invalid, unsafe, or unavailable responses.
• Secure Audit Logging: Requires logging of decision metadata, explanations, fallback status, and request IDs while explicitly prohibiting logging of raw sensitive prompts or secrets.
• Use Case: Use this Skill when building DISHA's governed AI components, such as lens analysis or policy gate evaluation, to ensure all outputs comply with DISHA's no-hallucination and evidence-led requirements.

Quick Start

Use the ai-architect skill to design a validated, fallback-enabled AI workflow for DISHA's cyber lens that logs all decision metadata without exposing sensitive input data.