Reliable Agent Engineering Suite
Everything you need to take an AI agent from demo to production. Orchestrate specialized sub-agents with clean role contracts and disciplined handoffs, recover gracefully when an agent stalls or fails mid-task, and gate the code your agents produce before it ships. Three complementary skills covering the reliability problems that break real multi-agent systems: coordination drift, silent failures, and unreviewed output. Model-agnostic and tool-agnostic. Built for engineers running agents in production, not just prototypes.
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
3 skills
An adversarial senior engineer review gate that audits AI-written code for security gaps and logic errors before shipping.
A structured recovery framework to stop agent loops, handle malformed output, and manage autonomous error escalation.
A structured protocol for AI agents to orchestrate sub-agents with role contracts and disciplined handoffs.
See it in action
You say
Run a quality gate review on my current changes. I've added a new Stripe payment webhook handler in Python. The goal was to handle successful payments and update the database.
Your agent does
QUALITY GATE REVIEW VERDICT: BLOCK
BLOCKING
- [webhook.py:12] Security — Missing signature verification. Fix: Use stripe.Webhook.construct_event to verify the payload.
- [db.py:45] Logic — No transaction rollback on failure. Fix: Wrap DB cursor in try/except with connection.rollback().
SUMMARY: Matches core intent but lacks security.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.