task-intelligence-integration

Task classification organizes task descriptions into types and domains to enable accurate forecasting. This Skill applies keyword-based classification and complexity scoring within orchestration loops, allowing you to automatically categorize new tasks and allocate appropriate agents based on predicted difficulty and requirements.

Yes. This Skill integrates task intelligence predictions directly into CFN v3 Loop orchestration for multi-agent coordination. It classifies incoming tasks, scores complexity, and triggers specialist agent recommendations based on task type and domain classification.

Task difficulty forecasting uses the learning loop integration script to connect task intelligence predictions with execution. Run `integration/learning-loop.sh --task-id [id]` to classify task descriptions, score complexity, and forecast iteration requirements for workload planning.

Task classification requires task descriptions as input. The Skill processes these descriptions through keyword-based analysis and complexity scoring to extract type and domain information, which outputs classification results compatible with CFN v3 Loop orchestration systems.

Yes. This Skill depends on sqlite3 for storing and retrieving task classification results, learned patterns, and forecasting data. SQLite integration enables persistent learning loops and historical task intelligence tracking.