workflow-chapter3-task-triplet-baseline

You can extract and normalize task triplets from workflow.md by running chained Python scripts that convert requirement anchors into concrete task intents and enrich them with repository evidence to produce a valid triplet baseline.

An idempotent workflow for generating task baselines runs the end-to-end triplet pipeline without duplicating work across re-runs, ensuring reliable extraction, normalization, enrichment, and compilation of task artifacts from authoritative sources.

To rebuild task maps from tasks_back.json and tasks_gameplay.json, run the baseline compilation workflow which audits coverage, verifies task mappings, and prepares triplet artifacts for downstream semantic reviews and overlays.

Yes, you can use Python scripts to audit task triplet coverage in a business repository by running the idempotent workflow which audits quality, enriches candidates, and verifies task mappings before preparing artifacts for Chapter 4 overlays.

You need to refresh a Chapter 3 task triplet baseline when initializing a new business repo to generate a clean baseline or when new tasks are added and the existing triplet artifacts require normalization and enrichment.