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Source: usernode user (flushthefashion)
when there are a lot of apps inside the ui it could become a challenge to find good apps. one idea could for users to
upvote / downvote apps and show eg a Top 20 ...
usernode
This was generated by AI.
What to build
Generalize CLI commands, container-runner commands, batch execution, candidate-execution configuration, and Autonomous
Research Iteration next-action execution ...
needs-triage
This was generated by AI.
What to build
Dispatch Post-Run Evaluations through the active Research Problem Spec instead of directly importing GVCCS evaluation
functions. Whole-Validation Failure Analysis ...
needs-triage
This was generated by AI.
What to build
Move qualitative prediction sample selection and Research Figure preparation behind a Research Problem adapter. The
reusable Harness should own artifact locations ...
needs-triage
Description: CSRF validation is gated by: pathname.startsWith( /api/ ) AND isUnsafeMethod AND tokenFromCookie. That
means unsafe requests to non-/api/* routes (e.g., /auth/* or custom server actions) won’t ...
bug
GSSoC'26
mentor:Ayushh-Sharmaa
Session start: 2026-06-06 12:59 UTC
Bounded objective for this session:
- Advance Lane 29, Phase 3 err_ptr and xarray interop, with one small non-conflicting Zig change.
- Add a standalone tests-root ...
This was generated by AI.
What to build
Move Research Problem-owned training policy behind Spec adapters: GVCCS augmentation choices, auxiliary target
derivation, primary output naming, auxiliary output ...
needs-triage
Symptom
ciris.ai/ciris-scoring/ shows Loading scores… then 0 agents on 4cf9bfe, even though lens has fresh ingest (155
agents, 2 226 traces per /api/v1/accord/repository/statistics). The page calls:
...
This was generated by AI.
What to build
Introduce a generic Research Problem training dispatch so Runs train through the registered Research Problem
Spec/adapters instead of through GVCCS-named Harness ...
needs-triage
This was generated by AI.
What to build
Move GVCCS dataset discovery, validation, splitting, frame-selection, and input-mode dataset construction behind the
Ground-Camera Contrail Detection Research ...
needs-triage

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