# Phase 2: Tier 1-2 Providers - Context

**Gathered:** 2026-04-05
**Status:** Ready for planning
**Mode:** Auto-generated (infrastructure phase — discuss skipped)

<domain>
## Phase Boundary

The 26 highest-value LLM provider YAML definitions exist with accurate regex patterns, keyword lists, confidence levels, and verify endpoints — covering OpenAI, Anthropic, Google AI, AWS Bedrock, Azure OpenAI and all major inference platforms.

</domain>

<decisions>
## Implementation Decisions

### Claude's Discretion
All implementation choices are at Claude's discretion — pure infrastructure/data phase. Use ROADMAP phase goal, success criteria, and existing provider YAML schema (providers/openai.yaml, providers/anthropic.yaml, providers/huggingface.yaml) as templates.

</decisions>

<code_context>
## Existing Code Insights

### Reusable Assets
- providers/openai.yaml, providers/anthropic.yaml, providers/huggingface.yaml — reference YAML definitions
- pkg/providers/schema.go — Provider struct with Name, Keywords, Patterns, Tier, Category, VerifySpec
- pkg/providers/loader.go — embed.FS YAML loader
- pkg/providers/registry.go — Registry with AC automaton built from all keywords

### Established Patterns
- YAML format: name, display_name, category, tier, format_version, last_verified, keywords[], patterns[], verify
- Patterns have regex, entropy_min, confidence fields
- Keywords are lowercase terms used for Aho-Corasick pre-filtering

### Integration Points
- providers/ directory — embed.FS reads all *.yaml files at compile time
- Registry.AC() rebuilds automatically with new provider keywords

</code_context>

<specifics>
## Specific Ideas

No specific requirements — infrastructure phase. Refer to ROADMAP phase description and success criteria.

</specifics>

<deferred>
## Deferred Ideas

None — discuss phase skipped.

</deferred>
