task-analysis-quant

name	task-analysis-quant
description	Task completion rates, time-on-task, error rates, efficiency metrics, benchmarks.
metadata	{"istara":{"phase":"deliver","type":"quantitative","version":"1.0.0"}}

Task Analysis (Quantitative)

Task completion rates, time-on-task, error rates, efficiency metrics, benchmarks.

Phase

Double Diamond: Deliver

Type

Quantitative research method

Workflow

1. Plan — Generate a research plan with objectives, methods, and timeline
2. Execute — Process input data (files, context) through the analysis
3. Validate — Self-check findings against sources, score confidence
4. Report — Structured output with nuggets, facts, insights, recommendations

Input

• Project files (PDF, DOCX, TXT, CSV, MD)
• Project and company context (auto-loaded)
• User instructions and task context

Output

• Nuggets with source references
• Facts verified against evidence
• Insights with confidence scoring
• Actionable recommendations with priority/effort ratings