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Context
The README claims a fixture-determinism guard, but the CI workflow does not regenerate the bundled fixture from seed and
diff it against the committed copy. If the synthesiser drifts, tests can ...
test
Context
CI gates the anomaly classifier on macro-F1 = 0.80, but thermal_runaway is the weakest class (per-class F1 ~0.83 in the
model card) and also the most safety-critical. A macro gate can pass while ...
enhancement
Context
When RAG_BACKEND=pgvector, src/groundstation/rag/store.py has no retry or fallback. If pgvector is down, the first
retrieval call fails hard and the whole investigation aborts. The in-memory store ...
hardening
Labels: backtesting, analytics
Description
Measure whether strategy is useful.
Metrics Win rate. Average win. Average loss. Max drawdown. Sharpe ratio. Profit factor. Expected value. Number of
trades. ...
Context
src/groundstation/service.py (around line 91) catches all exceptions and returns 400 with str(exc), collapsing MCP
timeouts, invalid input, and graph failures into one plaintext message in an ...
hardening
Plan: split “Сохранить как” into template/client save flows
1. Goal
Current product idea: the existing ambiguous Сохранить как action should become two explicit actions:
1. Сохранить как шаблон
2. ...
codex-ready
enhancement
When did this happen?
always
What zones are affected?
GB + GB-NIR
What is the problem?
I always found that the hydro storage capacity seemed unusual high compared to it s usage in GB.
That s why ...
data
needs triage
RemoteOKHelper.fetch_jobs(position_type=...) logs the parameter but never uses it to filter results. The intended
filtering path was via _map_job tagging, but _map_job doesn t gate which jobs fetch_jobs ...
bug
Context
Train and test frames must draw from disjoint seed ranges so no frame is shared. This is verified today in
tests/test_generate.py.
Filing for visibility; closing as already implemented.
Acceptance ...
test
Context
The model uses inverse-frequency class weights (capped at 25.0) so the tiny missing-fastener class is learnable. There
is no test guarding this choice; removing the weighting or changing the cap ...
test

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