modelbeast/server/operators
MODELBEAST 19f086773e Headless control: mb CLI, AGENTS.md handover, serve scripts; verified-current image models
- mb: zero-dependency python CLI for the full API (ops/upload/run/wait/follow/
  download incl. folder assets, retry/cancel, settings). Schema-aware -p k=v
  coercion. Works from any tailnet machine via MB_HOST. Tested end-to-end
  (upload -> blender_convert -> download).
- AGENTS.md: complete handover brief for other agents using this box as an
  asset factory — endpoints, CLI reference, catalog, recipes, lanes/etiquette.
- scripts/serve.sh (headless start/restart) + scripts/install_launchagent.sh
  (optional boot persistence, owner-run)
- flux_local upgraded to mflux 0.18 reality: flux2-klein-4b default (Apache,
  UNGATED — runs with zero keys), klein-9b, schnell/schnell-4bit community
  quant, dev/krea-dev. Research verdict: FLUX.1-dev no longer competitive
  (Elo ~1027) vs klein ~1083-1119 vs nano-banana ~1154.
- openrouter_image rewritten to the dedicated Image API (POST /api/v1/images):
  b64_json parsing, seed, resolution/aspect, exact usage.cost logging; model
  enum: gemini-2.5-flash-image / 3.1-flash-image (NB2) / 3-pro-image

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-12 22:38:52 +10:00
..
_lib fal panel: 5 new operators, image outputs, grouped UI, no-input ops + review fixes 2026-07-12 21:51:16 +10:00
blender_convert Phase 0 baseline: FastAPI+SQLite operator pipeline, React/three.js UI, ffprobe/ffmpeg_frames/blender_convert operators 2026-07-12 21:05:22 +10:00
brush_train Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
colmap_poses Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
fal_bg_remove fal panel: 5 new operators, image outputs, grouped UI, no-input ops + review fixes 2026-07-12 21:51:16 +10:00
fal_hunyuan3d Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
fal_hunyuan3d_v21 fal panel: 5 new operators, image outputs, grouped UI, no-input ops + review fixes 2026-07-12 21:51:16 +10:00
fal_image_edit fal panel: 5 new operators, image outputs, grouped UI, no-input ops + review fixes 2026-07-12 21:51:16 +10:00
fal_rodin Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
fal_text_image fal panel: 5 new operators, image outputs, grouped UI, no-input ops + review fixes 2026-07-12 21:51:16 +10:00
fal_trellis Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
fal_trellis2 Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
fal_upscale fal panel: 5 new operators, image outputs, grouped UI, no-input ops + review fixes 2026-07-12 21:51:16 +10:00
ffmpeg_frames Phase 0 baseline: FastAPI+SQLite operator pipeline, React/three.js UI, ffprobe/ffmpeg_frames/blender_convert operators 2026-07-12 21:05:22 +10:00
ffprobe Phase 0 baseline: FastAPI+SQLite operator pipeline, React/three.js UI, ffprobe/ffmpeg_frames/blender_convert operators 2026-07-12 21:05:22 +10:00
flux_local Headless control: mb CLI, AGENTS.md handover, serve scripts; verified-current image models 2026-07-12 22:38:52 +10:00
openrouter_image Headless control: mb CLI, AGENTS.md handover, serve scripts; verified-current image models 2026-07-12 22:38:52 +10:00
sf3d Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00
trellis_mac Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 2026-07-12 21:42:27 +10:00