Phase 2: Tier 1-2 Providers - Context

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

## 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.

## 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.

<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>

## Specific Ideas

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

## Deferred Ideas

None — discuss phase skipped.

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