arch-reliability
Domain: arch · Model class: strong
Description
Section titled “Description”Use this skill when the user wants to work on Designing AI systems for workflow consistency, retry logic, fallbacks, and quality gates. Triggers include “design for reliability”, “how do I add fallbacks to my agent”, “quality gates in my pipeline”. Do NOT use when design the initial system (use core-system-design).
Purpose
Section titled “Purpose”Designing AI systems for workflow consistency, retry logic, fallbacks, and quality gates. This skill provides structured guidance, references, and worked examples to help produce high-quality, actionable outputs.
Trigger Phrases
Section titled “Trigger Phrases”- “design for reliability”
- “how do I add fallbacks to my agent”
- “quality gates in my pipeline”
- “deterministic wrappers for non-deterministic models”
Anti-Triggers
Section titled “Anti-Triggers”- design the initial system (use core-system-design)
- debug a reliability failure (use core-debugging-assistant)
Intake Questions
Section titled “Intake Questions”- What is the user’s goal and current state?
- What constraints (time, team, compliance) apply?
- Are there existing artifacts (specs, code, benchmarks) to reference?
Output Contract
Section titled “Output Contract”- architecture recommendation
- tradeoff summary
- system component framing
- risk and next-step guidance