Local Codex CLI prompt refinery: ingest JSON/JSONL histories, dedupe, embed (OpenAI), cluster (sqlite-vec), synthesize atomic/workflow prompts via Responses API (Structured Outputs). FTS5+vector search; Streamlit UI; Typer CLI.
python sqlite embeddings openai typer cli-tool pydantic vector-search streamlit openai-api prompt-engineering structured-outputs sqlite-vec responses-api sqlite-fts5
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Updated
Sep 8, 2025 - Python