| What it does | Ontological knowledge graph that surfaces specification gaps, test coverage gaps, and unaddressed architecture standards before code ships
| Agent management plugin for Neovim with integrated session control and git review
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| Pricing model | Freemium
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| Pricing | Free CLI (MIT + Commons Clause licence, free for own projects including commercial software). Bootstrap Kit $149 one-time per repository (includes 12 months updates, unlimited team members, web visualiser, AI audit commands, architecture standards YAML, Docker setup, and Claude + Kimi Code CLI skill
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| Key features | - Reduced AI orientation tokens (71% fewer on Formbricks codebase)
- Requirements traceability from user stories through use cases to features to tests
- Automated requirement quality checks using 13 QUS criteria and 6 traceability rules without AI API key
- V-model 4-tier test coverage mapping (component, integration, use case flow, end-to-end)
- AI test quality audit across 7 AS-TEST dimensions
- Code scanning for Go, TypeScript, Python, Java, C# with automatic symbol and test linking
- Web visualiser with drill-down graph navigation and entity editor
- Parallel session coordination with in-progress marking
- Docker Compose setup with one-command initialization
| - Session management drawer with all agent projects and sessions
- Native Neovim buffer prompting with Vim motions and snippets
- Markdown rendering for agent responses
- Built-in git integration for reviewing agent work
- Reusable prompt templates library
- Project switching with git context management
- Tool call folding in responses
- Extensible design for multiple AI agents
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| What makes it different | - Maps what a system is supposed to do and whether it's verified, not just what code contains or what chats remember
- Surfaces specification gaps that code review cannot detect because the requirement was never written down
- Session start in 30 seconds with three commands replacing ten minutes of manual code reading
- Eliminates duplicate implementations across 12 parallel AI sessions with one shared ontology
- Bootstrap kit ROI in 5 days at 10 sessions/day through orientation token savings
| - Single Neovim-based control center for all AI agent work instead of switching between applications
- Integrated git review workflow without leaving the editor
- Leverages existing Neovim customization and dotfiles
- Native markdown rendering instead of web-based UI
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 4 ▲ +4 (up) since last check | 50 ● no change since last check |
| Trust Flow (Majestic) | 3 | 15 |
| Citation Flow (Majestic) | 19 | 30 |
| Referring domains (Majestic) | 33 | 1147 |