Design governed DISHA AI workflows with typed output validation and audit logging.
npx skills add https://github.com/Tashima-Tarsh/Disha --skill ai-architect
Please help me install this Agent Skill. Skill: ai-architect Source: https://github.com/Tashima-Tarsh/Disha/tree/main/.codex/skills/ai-architect Command: npx skills add https://github.com/Tashima-Tarsh/Disha --skill ai-architect
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.
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.
High-intent search queries and answers about installing and using this skill.
To build governed AI workflows, apply standardized prompt templates, enforce typed schema validation for model outputs, and configure fallback logic to handle invalid or unsafe responses. This ensures reliable, verifiable, and safe AI behavior.
Prevent sensitive data exposure in AI audit logs by configuring logging to capture only decision metadata, explanations, fallback status, and request IDs. Explicitly prohibit logging raw prompts, secrets, or sensitive input data.
The best way to ensure deterministic outcomes for critical AI decisions is to require deterministic settings for high-stakes tasks. This guarantees reproducible and verifiable results, eliminating unpredictable AI hallucinations.
You need fallback logic in AI workflow design when model outputs fail typed schema or guard function validation. Fallbacks safely handle invalid, unsafe, or unavailable model responses, maintaining workflow reliability.
Yes, you can use standardized prompt templates to reduce AI output variability. Enforcing controlled prompt templates ensures consistent behavior and satisfies evidence-led requirements for production-grade governed AI systems.
api7Configure the ai-prompt-template plugin to substitute {{variable}} placeholders in messages.
SnakeODiagnose Angular runtime errors using DevTools, ng.probe, and console utilities.
jaschadubBuild and run governed AI agents with Symbiont's zero-trust runtime.
HyunjunJeonSearch arXiv and Semantic Scholar for scholarly articles by keywords, author, category, or boolean syntax.
