fit_check_drift
Detect when papers no longer fit a research cluster after its overview changes. Re-scores papers against a threshold and returns a drift-check prompt.
Instructions
Emit a drift-check prompt for the current cluster overview. Re-scores papers after fit_check_audit. When to use: when an overview changed and papers may not fit. When NOT to use: to apply scores; use fit_check_apply instead. Args: cluster_slug: cluster; threshold: accepted score cutoff, default 3. Returns: keys cluster_slug, paper_count, threshold, prompt, error. Example: >>> fit_check_drift("my-topic", threshold=3) {"cluster_slug": "my-topic", "prompt": "..."}
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cluster_slug | Yes | ||
| threshold | No |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||