Show a central ThumbGate Feedback API hub with five platform adapters radiating outward.

Adapter 1: ChatGPT via GPT Actions OpenAPI spec.
Adapter 2: Claude via local MCP server and .mcp.json config.
Adapter 3: Codex via MCP server config.toml.
Adapter 4: Gemini via function-calling tool declarations.
Adapter 5: Amp via skills template SKILL.md.

Include bidirectional arrows from each adapter to the central API.

Below the API, show the internal modules as a horizontal row:
1. Schema Validation (JSON schema enforcement)
2. Prevention Rules (auto-generated guardrails)
3. DPO Export (JSONL training pairs)

Below the modules, show the storage layer:
- JSONL Files: feedback-log.jsonl, memory-log.jsonl, feedback-sequences.jsonl
- LanceDB: vector embeddings for semantic search
- Context Packs: context pack assembly from multiple sources
