Roadmap
Upcoming features and draft PRDs being planned for the AI toolkit. These represent active design work that may change before implementation.
Draft PRDs
PRDs in draft status are being actively designed. Implementation tickets have been scoped but work has not yet begun.
Dynamic Output Verbosity Modes
Agents now automatically minimize token usage on happy paths while preserving debugging quality when tasks fail. Implemented with a slimmed approach that achieves the core goals without complex configuration.
Verbosity Modes
Agents automatically summarize successful operations and show complete output on failures. No manual mode selection needed.
Key Features
- •Automatic output minimization on success paths
- •Full output preservation on failures — never truncated
- •Test failure output policy enforced across all testing agents
- •No configuration required — works out of the box
Implementation Checklist
Success Metrics
- ✓30% reduction in average tokens per successful task
- ✓No degradation in task completion rate
- ✓Maintained or improved diagnostic quality on failures
Integration Provisioning Automation
Lightweight automation for integration skill provisioning. Planner adds integration skill tasks when integrations are detected, Builder creates missing integration skills during build, and Builder always queues toolkit promotion updates for newly created integration skills.
Verbosity Modes
Planner identifies integration needs during PRD creation and adds skill provisioning tasks.
Builder creates missing integration skills during build when needed, using meta-skill generators.
Builder queues toolkit updates for newly created skills; Toolkit reviews and promotes mature patterns.
Key Features
- •Planner adds integration skill tasks when integrations are detected in PRDs
- •Builder creates missing integration skills during build using meta-skill generators
- •Builder always queues toolkit promotion updates for newly created integration skills
- •Lightweight workflow with no blocking dependencies between stories
- •Integration registry tracking available meta-skills and their triggers
Implementation Checklist
Success Metrics
- ✓Integration skills created during the same build session they're needed
- ✓All new integration skills automatically queued for toolkit promotion review
- ✓50% reduction in repetitive integration setup across projects
Status Legend
Being designed. Implementation tickets scoped but not started.
Active implementation underway. Some tickets completed.
Fully implemented and available in the toolkit.
Planned but postponed. May be revisited later.