| # Hackathon Evaluation Snapshot |
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| ## Judge-Facing Product Signal |
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| NEXUS Visual Weaver should open as a working command center, not a landing page. The current target is a Gradio dashboard where judges can immediately see: |
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| - a central workflow graph from prompt to human checkpoint |
| - a contextual operations panel for Forge, Wardrobe, Lore, Models, Security, and Runs |
| - a right-side inspector with taste, material, ModelRelay, and ST3GG state |
| - an artifact preview lane that is honest about dry-run/provider handoff status |
| - wardrobe and lore drawers that make gothic couture, footwear, accessories, and video continuity concrete |
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| ## Current Strengths |
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| - Gradio-compatible app shape with `mcp_server=True`. |
| - Pinned model governance is visible: FLUX.2 Klein 9B, LocateAnything-3B, and ST3GG, with FLUX.2 Klein 4B kept as a sidecar fallback. |
| - Real FLUX.2 Klein 9B generation is wired for HF Space, falls back to the 4B sidecar when needed, and reports an honest dry-run state outside Space. |
| - Generated artifacts are scanned by ST3GG before checkpoint/export. |
| - Above-fold trust strip makes ST3GG verdict, export gate, fixture evidence, and adult-mode safety boundaries visible immediately. |
| - OpenBMB MiniCPM-V 4.6 and NVIDIA Nemotron evidence lanes are represented as real optional provider adapters with missing-secret/failed/success states. |
| - Adult Mode starts off and is framed as catalog scope, not a safety bypass. |
| - ModelRelay/GMR helper rotation is represented without replacing pinned lanes. |
| - Tests cover catalog scope, workflow planning, ModelRelay behavior, scanner evidence, and dashboard fallback rendering. |
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| ## Remaining Gaps |
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| - MiniCPM-V evidence requires `MINICPM_BASE_URL` and `MINICPM_API_KEY` Space secrets. |
| - Nemotron evidence requires `NEMOTRON_BASE_URL` and `NEMOTRON_API_KEY` or `NVIDIA_API_KEY` Space secrets. |
| - Visual validation screenshots should be captured after the next UI pass. |
| - Docstring coverage is repo-wide 0/76 and should be handled separately if we decide to enforce that review gate. |
| - Demo video and social post links are still required for final hackathon submission. |
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| ## Next Implementation Priority |
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| 1. Configure OpenBMB and Nemotron Space secrets if prize claims are desired. |
| 2. Run one live Space weave and prepare an export packet. |
| 3. Capture demo video and create social post. |
| 4. Add final demo/social URLs to README. |
| 5. Add Playwright/browser visual checks for desktop and mobile overflow once CI is unblocked. |
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| ## Prize Claim Evidence Rules |
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| | Prize or badge | Current stance | |
| | --- | --- | |
| | Build Small base eligibility | Gradio Space, <=32B stack, and public app path are ready; demo/social links still required. | |
| | Off Brand | Strong custom command-center UI signal. | |
| | Best Agent | Multi-step governed workflow is implemented through callbacks and export packet. | |
| | OpenBMB | Claim only after MiniCPM-V returns `success` in export evidence. | |
| | NVIDIA | Claim only after Nemotron returns `success` in export evidence. | |
| | OpenAI Codex | GitHub branch/PR provides Codex development trail. | |
| | Tiny Titan | Sidecar-only: claim only from an explicit 4B export packet where every active model is <=4B. | |
| | Modal | Not claimed unless a real Modal job runs. | |
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