agtrace-provider-normalization
OfficialUnify AI provider logs into a single schema.
Software Engineering#provider-normalization#log-schema#debugging-providers#event-building#adapter-pattern#schema-on-read#ai-logs
Authorlanegrid
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill provides deep knowledge of how agtrace normalizes diverse AI agent log formats into unified domain types, enabling provider implementations, tool normalization, and a schema-on-read architecture.
Core Features & Use Cases
- Provider adapter architecture: explains the three-tier pattern (Trait-Based Adapter, Provider-Specific Implementation, Unified Domain Types) and how to implement new providers.
- Schema-on-read workflow: describes lazy parsing, raw logs as source of truth, and type-safe conversion.
- Practical guidance for adding a new provider, registering adapters, and mapping tools across Claude, Codex, Gemini.
- Event building and MCP handling: overview of deterministic UUIDs, multi-stream events, and MCP tool handling.
Quick Start
Begin by reviewing the architecture overview and examining existing provider implementations to understand how Discovery, Parser, and ToolMapper are wired together. Then, explore the provider directories under crates/agtrace-providers to see how new providers are integrated.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: agtrace-provider-normalization Download link: https://github.com/lanegrid/agtrace/archive/main.zip#agtrace-provider-normalization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.