Feature lifecycle management with skill-centric Python architecture. Status determined by file presence (idea.md, plan.md, shipped.md) with auto-generated DASHBOARD.md. Shared library for testable dashboard generation.
Auto-load active audit context when working with audited code. Use when user is working on code that has an active audit session, discussing audit findings, or making changes related to a runtime audit. Silently loads audit session data to inform responses.
Check project backlog when discussing feature ideas or priorities. Use when user mentions adding features, asks what's planned, discusses priorities, or proposes new functionality. Silently reads DASHBOARD.md to show relevant items and suggest /feature-capture for untracked ideas.
Display project status and backlog overview. Use when user asks about current status, what's in progress, what to work on next, or wants a summary of the backlog. Read-only skill that formats DASHBOARD.md into a clear dashboard view.
Runtime behavior auditing through systematic log injection. Use when user wants to understand what code is doing at runtime, debug complex flows, or audit a process.
Systematic debugging mode with hypothesis-driven investigation. Use when user reports a bug, encounters an error, or needs help debugging a problem.
Check if requested changes are within current feature scope. Use when user requests new functionality or changes during implementation that might be scope creep. Compares requests against feature requirements and suggests adding out-of-scope items to backlog.
Load feature requirements, design, and implementation plan when working on in-progress features. Use when user is implementing code, debugging, asking about requirements, or making changes related to a tracked feature. Silently loads context files to inform responses.
Update feature progress log and check off completed tasks. Use when user completes implementation tasks, makes commits, or indicates work is done. ASKS BEFORE MODIFYING files. Updates plan.md progress log section and implementation step checkboxes.