factory

name	factory
description	Generate synthetic training data, manage seeds, preview synthesis jobs, and work with the data factory. Use when asked to generate synthetic data, create training examples, augment a dataset, manage seeds, or check factory job status.

Factory

Synthetic data generation and training data management.

Seeds

List existing seeds:

scripts/api.sh GET /factory/seeds

Create a new seed:

scripts/api.sh POST /factory/seeds '{"content": "...", "tags": ["python", "refactor"]}'

Create seeds from gold traces:

scripts/api.sh POST /factory/seeds/from-traces '{}'

Delete a seed:

scripts/api.sh DELETE /factory/seeds/{seed_id}

Synthesis

Preview what synthesis would produce:

scripts/api.sh POST /factory/preview '{"seed_ids": ["seed-1"], "count": 5}'

Start synthesis job:

scripts/api.sh POST /factory/synthesize '{"seed_ids": ["seed-1"], "count": 10}'

Synthetic Data Generation

Generate synthetic training examples:

scripts/api.sh POST /factory/synthetic/generate '{
  "preset": "code_completion",
  "count": 50
}'

List synthetic generation jobs:

scripts/api.sh GET /factory/synthetic/jobs

Check job status:

scripts/api.sh GET /factory/synthetic/jobs/{job_id}

Available presets:

scripts/api.sh GET /factory/synthetic/presets

Factory Configuration

scripts/api.sh GET /factory/config
scripts/api.sh PUT /factory/config '{"provider": "anthropic", "model": "claude-sonnet-4-5-20250929"}'

Example Interactions

User: "Generate 50 synthetic training examples" → Call GET /factory/synthetic/presets to show options. Ask which preset. Call POST /factory/synthetic/generate. Report job_id.

User: "Create seeds from my gold traces" → Call POST /factory/seeds/from-traces. Report how many seeds created.

User: "What seeds do I have?" → Call GET /factory/seeds. List with tags and content previews.