Part of Run AI-Assisted Development Workflows End to End
Engineering Blueprint
Write Code in Your Editor or Claude Code
Implement the locked plan using your preferred coding environment.
What problem does this solve?
You code using Claude Code, Cursor, or a text editor with gstack's /investigate and /learn skills for debugging and capturing patterns. The prior planning stages give you the architecture, so this stage is pure implementation. Because your plan is locked and tested, code changes are guided and focused.
How does it work?
- Open your editor (Cursor, Claude Code, or text editor). 2. Implement the plan from the previous stage. During the build, use
/investigatefor bugs and/learnto save patterns. 3. Commit as you go (continuous checkpoint mode auto-commits with context). 4. Test locally if you have setup. Output: working code that matches the locked plan.
Included Skills
No skills in this group
What's required to run this?
The build phase is free-form; gstack provides debugging and memory tools, not code scaffolding. Checkpoint mode requires git and stages changes locally only by default. /learn persists project-specific knowledge in ~/.gstack/projects/{slug}/learnings.jsonl for per-project recall.
Key Features
/investigate
Systematic root-cause debugging with Iron Law: no fixes without investigation. Traces data flow, tests hypotheses, stops after 3 failed fixes.
/learn
Manage what gstack learned across sessions. Review, search, prune project-specific patterns and pitfalls so learnings compound.
Continuous Checkpoint
Auto-commits with `WIP:` prefix and structured context, surviving crashes and context switches. `/ship` filter-squashes WIP commits later.
About This Blueprint
- Industry
- Technology
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