- Merge unique models from duplicate providers into their hand-written counterparts and remove the duplicates: - alibaba (tongyi-deepresearch) → qwen - amazon (nova-2-lite, nova-micro, nova-premier) → bedrock - bytedance (ui-tars) → volcengine - nvidia (nemotron-3-nano, nemotron-3-super, etc.) → nvidia-nim - rekaai (reka-flash-3) → reka - Set correct official API base_url for providers with public APIs: arcee-ai, inception, morph, reka, upstage - Set key_required=false for 20 providers only accessible through hosting platforms (no public API) - Update sync-pricing.py with SKIP_DUPLICATES, PROVIDER_API mapping, and default key_required=false for future auto-generated providers
Scripts
Utility scripts for maintaining the LibreFang registry.
validate.py
Validates all TOML content files across the registry.
python scripts/validate.py
What It Checks
Per content type:
- Providers -- required fields, valid tiers, non-negative costs, no duplicate model IDs
- Agents -- required fields (name, description, module), name matches directory
- Hands -- required fields (id, name, description), valid category, [agent] section, id matches directory
- Integrations -- required fields (id, name), [transport] section, id matches filename
- Skills -- [skill] section with name, [runtime] with valid type
- Plugins -- name matches directory, [hooks] section, hook files exist
Cross-type checks:
- Routing alias collisions between agents and hands (reported as warnings)
- Cross-file duplicate model IDs within the same provider
Requirements
- Python 3.11+ (uses
tomllib) - Or Python 3.8+ with
pip install tomli
Exit Codes
0-- all checks passed1-- one or more validation errors