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Problem The /request endpoint accepts a skip_cache boolean (RequestBody.skip_cache in routers/request.py), which is forwarded as ?skip_cache=true to library-metadata-lookup to bypass that service s caches. ...

Add a UML class diagram showing the ch07 additions to `LLMAgent` and `LLMAgent.TaskHandler`. See `uml/ch06/taskhandler.puml` for the style reference — grey out pre-existing attributes/methods and highlight ...
Chapter 7

Background The final booth demo must be reliable, understandable from a few feet away, and recoverable when camera, network, or Pi performance is imperfect. Scope - Add idle/attract mode cycling game ...
stage: 4 demo-hardening

Context Follow-up to #88 (the judge_fit unit). Now wire the LLM judge into scoring so the feed actually reflects it: blend llm_score into the fit score and run a judging pass over each profile s top-ranked ...

Background Pika should be used for generated video payoff if available. Current public Pika API guidance points developers to Fal.ai, and Fal exposes Pika image-to-video models such as fal-ai/pika/v2/turbo/image-to-video ...
blocks: stage 4
stage: 3 ai-polish

Background Cloud AI should enhance the demo but never gate core gameplay. The UI and games need stable async job interfaces before real provider credentials are wired in. Scope - Define interfaces ...
blocks: stage 3
parallelizable
stage: 3 ai-polish

Context Surfaced 2026-06-20 while validating noetl/ai-meta#118 on the local kind single-replica off-server topology (NOETL_STATE_BUILDER=offserver + PUBLISH_ONLY + audit_only). Executions did not complete: ...
ai-task
bug
repo:worker

Background Emoji Face Match is a 1v1 expression game. It is more fragile than 67 because it depends on two-face detection and expression heuristics, so fallback modes must be first-class. Scope - ...
blocks: stage 4
parallelizable
stage: 2 game-parallel

Background Mog Mirror gives players comedic aura scores from camera snapshots. It should work fully offline with local face detection, local scoring, and fallback labels; cloud caricatures/videos are ...
blocks: stage 4
parallelizable
stage: 2 game-parallel
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ProTip! Restrict your search to the title by using the in:title qualifier.