Prompt Builder

AI-powered spec generation with streaming output, repo context, and security-first defaults.

  • prompt-builder
  • spec-generation
  • ai-builder

The Prompt Builder generates structured project specs, AI builder prompts, Omar Gate configurations, and step-by-step build guides from a natural language description.

Capabilities

  • **SSE Streaming**: Real-time output with artifact progress tracking
  • **Multi-model**: Choose between OpenAI (Codex), Anthropic (Claude), and Google (Gemini)
  • **Repo Context**: Connect a GitHub repository for codebase-aware generation
  • **URL Scan Integration**: Inject security scan findings into the generation context
  • **File Attachments**: Upload existing specs, configs, or documentation for context
  • **Advanced Settings**: Generation mode (Quick/Detailed/Enterprise), audience level, project type, platform, tech stack

Output Artifacts

  1. **Spec Sheet**: Structured project specification with architecture, flows, and requirements
  2. **AI Builder Prompt**: Ready-to-paste prompt for Cursor, Claude Code, Copilot, or other AI tools
  3. **Omar Gate YAML**: Pre-configured security gate with project-specific rules
  4. **Build Guide**: Phased implementation plan with acceptance criteria

Workflow

  1. Describe your project in the text area
  2. Optionally: connect a repo, add a URL scan, select tech stack
  3. Click Generate — streaming output appears in real-time
  4. Review and refine with the Personalize feature
  5. Export to Jira, save to dashboard, or copy artifacts

Structured Answers

What models does the Prompt Builder support?

OpenAI (GPT-5.3 Codex, GPT-5.2 Codex), Anthropic (Claude Opus 4.6, Claude Sonnet 4.6), and Google (Gemini 3.1 Pro, Gemini 2.5 Flash).

Can I stop generation mid-stream?

Yes. Click the Stop button during streaming to abort and preserve partial output.