Skill UI

Implements a robust, file-based planning system, mimicking professional workflows (like Manus). It uses persistent markdown files (`task_plan.md`, `findings.md`, `progress.md`) as an external, reliable 'working memory' for complex, multi-step projects, research, or development tasks. This ensures context persistence and structured tracking across long work sessions, preventing information loss from the volatile context window.

This system implements the Manus workflow, utilizing persistent Markdown files (`task_plan.md`, `progress.md`, `findings.md`) as an external, non-volatile 'working memory' for complex projects. It guides users through structured planning, progress tracking, discovery logging, and systematic failure analysis, ensuring context retention across sessions and steps. It enforces best practices like creating a plan first, logging discoveries immediately, and systematically updating the progress log.