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Submission checklist
- [x] This is a feature request, not a bug report or usage question.
- [x] I added a clear and descriptive title that summarizes the feature request.
- [x] I used the GitHub ...
core
external
feature request
Context
QueryRecentTurns.spec.mjs (added by #12671) patches TextEmbeddingService.embedText in its beforeAll to return an
offline 4096-length vector, but its afterAll restores only StorageRouter.getMemoryCollection ...
ai
bug
testing
Background
is missing several inputs that other actions have, causing documentation inconsistencies flagged in PR #222 review.
Missing Inputs
| Input | Default | Reference |
| --- | --- | --- |
| | ...
enhancement
triaged
Parent tracker
#209
Amends / follows
- Implements the next concrete slice from #219.
- Depends on #218, which preserved sidebar workflow group metadata.
What to build
Make the publish setup flow ...
enhancement
Project name
Endless Runner
One-line description
Keep running, jump over obstacles, and survive for as long as possible. The longer you stay alive, the faster and more
difficult the game becomes. A ...
enhancement
NSoC'26
Problem
When the operator live feed (#120, output.dashboard.feed_enabled=true) is actively streaming, stopping the DeepStream
pipeline hangs the GStreamer NULL state transition — so the supervised app ...
area:inference
needs:on-device
prio:P2
risk:high
type:bug
v1
Bug
VLM Fine-tune (and any HuggingFace engine run) crashes on the Ray cluster during transformers.Trainer import with:
ValueError: numpy.dtype size changed, may indicate binary incompatibility.
Expected ...
area:backend
bug
Project name
Space Shooter
One-line description
Pilot a spaceship and destroy incoming enemy ships to survive as long as possible. Players earn points for every enemy
defeated while avoiding collisions ...
enhancement
NSoC'26
Project name
vigilance-clock-test (The Mackworth Clock Simulator)
One-line description
Scientific Concept: Developed historically to test the alertness of radar operators, tracking long-term sustained ...
good first issue
NSoC'26
Stage 373 goal
Add a controlled live validation CLI for retrieval-gap checks.
This is the implementation follow-up from Stage 372 (#689). The goal is to give operators a safe, explicit way to
validate ...

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