Epic Errands V1 Quick Eval: Text-First Agent Traces

Epic Errands turns ordinary child goals into themed goal cards with images and audio. This quick eval checks whether the asset pipeline stays coupled: the text model creates the canonical card first, and image/audio prompts use that generated card text instead of drifting into unrelated prompts.

What Ran

The eval used three plain goals across three themes:

The pipeline was:

plain_goal + theme
  -> MiniCPM4.1-8B and Nemotron 3 Nano 4B text attempts
  -> card_text
  -> FLUX image prompt using card_text
  -> VoxCPM2 audio prompt and spoken_text using card_text
  -> Nemotron Speech ASR, when run

Result Snapshot

The first VoxCPM2 read-goal batch overran, so the runner retried those rows one at a time through the direct Modal function path. All three read-goal audio files then persisted, and Nemotron Speech transcribed the completed read batch.

Evidence

• Space: https://build-small-hackathon-epic-errands.hf.space/
• Dataset: https://huggingface.co/datasets/build-small-hackathon/epic-errands-v1-agent-traces
• Dataset commit: https://huggingface.co/datasets/build-small-hackathon/epic-errands-v1-agent-traces/commit/085afdffb7a94d6f068104bcb4e27604582fbe76
• Dataset package source: product/5-idea-epic-errands/5-v1-epic-errands-app/evidence/demo-full-assets/
• Human table: goal-theme-live-asset-table.md
• Live trace rows: agent_traces/codex/2026-06-14/live_agent_traces.jsonl
• Model access preflight: model_access_preflight.json

What This Proves

This proves the text-first trace contract and live model execution for the 3x3 quick eval:

• the trace rows store text_prompt, card_text, resolved_image_prompt, resolved_audio_prompt, and spoken_text;
• FLUX image prompts are resolved from generated card text;
• VoxCPM2 audio prompts are resolved from generated card text;
• generated assets and ASR transcripts are linked per goal/theme row.

What This Does Not Prove

This does not claim judge-ready quality or public release readiness. It also does not promote MiniCPM4.1-8B as the default text generator because its outputs failed the current strict JSON schema check.