Goal Kit
A Goal-Driven Development toolkit for AI agents. Define outcomes, explore strategies, and execute with measurable progress — all through natural conversation with your AI coding assistant.
Why Goal Kit?¶
Outcome-Driven
Focus on measurable success criteria, not feature checklists. Define what "done" looks like before you start.
Strategy Exploration
Explore multiple implementation approaches before committing. Compare trade-offs and pick the best path.
Measurable Progress
Break goals into milestones with clear success metrics. Track velocity, momentum, and health scores over time.
Adaptive Execution
Treat plans as hypotheses. Pivot when metrics show a better path. Learn and adapt continuously.
AI-Native
Works with Claude Code, GitHub Copilot, Gemini CLI, Cursor, and all major AI coding assistants.
Zero Config
One command to initialize. Your AI agent handles the rest — scripts, files, context, and progress tracking.
Quick Start¶
1. Install Goal Kit
2. Initialize a project
3. Start with your AI agent
That's it. Your AI agent handles the rest — creating goals, exploring strategies, tracking milestones, and measuring progress.
How It Works¶
Goal Kit implements a structured workflow that guides you from vision to execution:
| Step | Command | What Happens |
|---|---|---|
| 1 | /goalkit.vision |
AI agent creates .goalkit/vision.md with your project principles |
| 2 | /goalkit.goal |
Agent creates a goal directory with measurable success criteria |
| 3 | /goalkit.strategies |
Agent explores 3+ implementation approaches and documents trade-offs |
| 4 | /goalkit.milestones |
Agent breaks the goal into measurable progress checkpoints |
| 5 | /goalkit.execute |
Agent implements with continuous measurement and adaptation |
Supported AI Agents¶
Goal Kit works with all major AI coding assistants:
Claude Code · GitHub Copilot · Gemini CLI · Cursor · Qwen Code · opencode · Codex CLI · Windsurf · Kilo Code · Auggie CLI · Roo Code · Amazon Q Developer CLI