What problem does it solve? AI-assisted engineering work loses context between sessions because decisions and plans live only in chat history. This Skill initializes a persistent on-disk task folder so every new task starts with structured, resumable state instead of a blank conversation. ## Core Features & Use Cases - Task folder scaffolding: Creates the dated task directory under projects/<client>__<project>/active/ with README.md, TASK_STATE.md, SOURCE_OF_TRUTH.md, DECISIONS.md, and IMPLEMENTATION_PLAN.md. - Context seeding: Pulls existing project memory (PROJECT_CHARTER.md, REFERENCES.md, prior LEARNINGS.md) and optionally a vetted issue-tracker MCP item into the new task files. - Pipeline recommendation: Assesses task complexity and recommends an Express, Standard, Disciplined, or Strict command pipeline, plus multi-repo and worktree-isolation handling. - Use Case: Starting a new feature, you describe the objective and client/project; the Skill creates the full task memory structure with a tamper-evident verification log so later sessions can resume exactly where you left off. ## Quick Start Initialize a new task for client acme project web-app with the objective to add OAuth login support.