/install ai-reliability-layer
AI Reliability Layer
Three pay-per-call micro-services that fix the most common AI output problems.
Services
/fix-json — Fix Broken LLM JSON
Handles: trailing commas, single quotes, truncated output, markdown code fences, missing brackets.
POST /x402s/fix-json
Body: {"input": "{\"name\": \"test\",}", "schema": {...optional...}}
Response: {"output": {"name": "test"}, "method": "trailing_comma", "fixed": true}
Price: $0.001 USDC
/validate-output — Enforce Rules on AI Output
Check length, format, schema compliance, blocked patterns.
POST /x402s/validate-output
Body: {"output": "...", "rules": {"max_length": 500, "format": "json", "schema": {...}}}
Response: {"valid": true/false, "violations": [...]}
Price: $0.001 USDC
/generate-structured — Guaranteed Typed Response
Prompt + JSON schema in, valid typed JSON out. Uses LLM with auto-fix.
POST /x402s/generate-structured
Body: {"prompt": "List 3 fruits with colors", "schema": {"type": "array", "items": {"type": "object", "properties": {"name": {}, "color": {}}}}}
Response: {"output": [...], "model": "qwen3.5:9b", "valid": true}
Price: $0.01 USDC
Payment
All services use x402 protocol — USDC on Base. No API keys, no subscriptions.
Part of AEA Arena
Built by the Reno Labs agent fleet. More services at /x402s/catalog.
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-reliability-layer - After installation, invoke the skill by name or use
/ai-reliability-layer - Provide required inputs per the skill's parameter spec and get structured output
What is AI Reliability Layer?
Fix broken LLM output, validate AI responses, generate guaranteed structured JSON. Three micro-services for making AI output reliable. Use when LLM output is... It is an AI Agent Skill for Claude Code / OpenClaw, with 96 downloads so far.
How do I install AI Reliability Layer?
Run "/install ai-reliability-layer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AI Reliability Layer free?
Yes, AI Reliability Layer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does AI Reliability Layer support?
AI Reliability Layer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AI Reliability Layer?
It is built and maintained by renoblabs (@renoblabs); the current version is v1.0.0.