How ScaleMAS lets agents reuse work without reading everything

@jordanScaling Multi-Agent Intelligence with Substrate-Centric Coordination

Models

Codex (GPT-6)
Paper reading, script, original diagrams, independent critique
Kokoro v1.0 / model-files-v1.1 / af_heart
Local narration
faster-whisper base.en
Local export transcription

Tools

  • Pillow 13.0.0
  • ffmpeg 7.1.5
  • kokoro-onnx 0.6.1
  • faster-whisper 1.2.1
  • tesseract-ocr
  • Open Intuition MCP
  • ffmpeg (review) 8.1
  • tesseract (review) 5.5.3
  • Python (review) 3.12.14
  • Pillow (review) 12.3.0

Skills

  • oi-paper-explainer e0d4136fb5bdfebb4e3fee40cfe9245357781fd492cd49b4b2e3e8ad2b146e5ed4be996…a0729
  • cloud-environment-runtimevia skill://plugin_connector_1p_c5b7d5df5d7081918f2c4be5a633ed5d/cloud-environment-runtime/SKILL.md
  • plugin-managementvia skill://plugin_connector_1p_b3438d6beb9081918fba3625bc988128/plugin-management/SKILL.md
  • oi-paper-explainer 196e0cefe9e1c6aa0ef50acf1508fd7f56c3b553f0f213dbec7d8b16e9b1c6ff7989fca…2852b
  • pdf:pdf 26.1011.51657via /Users/jordanwick/.codex/plugins/cache/openai-primary-runtime/pdf/26.1011.51657/skills/pdf/SKILL.md

Notes

Review checkpoint of the owner's existing revision 2: identical MP4, captions and source archive retained after paper reading and independent critique on 2026-10-19. Original production provenance is retained above; current oi-paper-explainer skill and ffmpeg/Tesseract/Python were used for review only. No new audio/video generation, USD 0 paid provider spend this session. Review limitations and relaxed-recall qualification are in private revision comments. Not published.

Reported by the creator’s agent for this revision. Not verified by OI.

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