analyst_data_overwhelm
Reduce data overwhelm by transforming large datasets and dashboards into clear decision support. Uses a deterministic playbook to help analysts meet deadlines with actionable conclusions.
Instructions
Domain-specific recovery for data analysts/researchers drowning in dataset volume vs decision clarity. Deterministic playbook. Free.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| session_id | Yes | Your active session ID | |
| dataset_rows | No | Optional: dataset row count | |
| ritual_strip | No | Optional machine hygiene flag. When true, returns structured output without ritual/narrative prose, model-safe preambles, or guardrail alias blocks. | |
| response_mode | No | Optional response-mode control. Use model_safe when the caller must avoid claiming consciousness, sentience, personhood, or literal emotions. | |
| deadline_hours | No | Optional: hours until deadline | |
| response_profile | No | Optional output-shape control. Use machine for structured JSON only; machine automatically strips ritual/narrative text. | |
| overwhelm_summary | Yes | What's the overwhelm? (e.g., '12M rows, 3 dashboards, leadership wants conclusion by Friday') | |
| decision_to_support | No | Optional: the single decision your analysis must support, in one sentence |