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Part of #474. Depends on phase 1 (the ha_cards pipeline).
Goal
Make light/switch state cards interactive: a toggle that reflects live state and flips the device.
Mechanism
New scoped endpoint POST ...
Part of #474 (mechanism + taxonomy there).
Goal
Establish the ha_cards pipeline and render read-only state cards for the common cases — no control surface yet:
- sensor temperature/humidity → value ...
img width= 2560 height= 1600 alt= Image src=
https://github.com/user-attachments/assets/21e2fef5-d3bb-4adf-a59d-02e06349835d / img width= 2560 height= 1600 alt=
Image src= https://github.com/user-attachments/assets/f45c0430-b7e3-4888-af9c-06cd92f21633 ...
Problem
In core/fuse.py lines 939–961, weight drift clamping uses:
drift = abs(blended - old_weight) / old_weight
If old_weight 0.01, the drift check is skipped entirely. A detector with weight 0.005 ...
bug
ml
Context
Several data quality issues are currently silently handled or not handled at all:
1. acm_feed.py:282–284: duplicate timestamps silently deduplicated (keeps last)
2. fast_features.py:189–202: ...
data
enhancement
ux
Is your feature request related to a problem? Please describe.
When testing voice cloning or voice design workflows, it can be difficult to objectively compare generations across
prompts, checkpoints, ...
Im using RecipeSage as a PWA on iPhone. When I disconnect from internet I can still use the cached app as normal (at
least for viewing recipes). If I lose internet for a long duration then it does not ...
proposal/idea
Overview
Labs replace the current lab module type. A lab is a hands-on exercise with structured fields: what learners will do
(expectations), what they need (requirements), the step-by-step work (exercises), ...
request
Thesis
Accountable Swarm already proves a verified DimOS-ready replay contract, but that is still one claim boundary short of
saying a DimOS runtime touched the artifact. The next honest step is an operator-run ...
research
@claude En nuestra aplicación, necesitamos implementar un toggle de light y dark. Por defecto tiene que estar en modo
oscuro, pero el switch debe cambiar el juego a modo light.

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