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Summary
Avoid importing heavy optional metric dependencies when callers import ordinary Matheel modules or the package root.
Category
Import behavior and optional dependencies
Motivation
Importing ...
bug
Summary
Make matheel datasets validate --kind auto report ambiguous dataset layouts instead of silently selecting retrieval.
Category
Dataset validation CLI
Motivation
The dataset validation library ...
bug
Summary
Allow resample evaluators to accept the DataSplit object returned by single_split(...) directly.
Category
Resampling evaluation
Motivation
single_split(...) returns one DataSplit, but evaluate_pair_resamples(...) ...
bug
Summary
Make calibration and threshold evaluation reject unknown binary label strings instead of converting non-empty strings to
positive labels.
Category
Calibration and metrics
Motivation
evaluate_threshold(...) ...
bug
Summary
Prevent duplicate scored rows for the same query/document pair from inflating retrieval ranking metrics.
Category
Retrieval evaluation
Motivation
retrieval_ranking_metrics(...) currently ranks ...
bug
Goal
CLAUDE.md says: * never expose JPA entities through REST. Map explicitly to DTO in the Service layer. * Today the
mapping happens in the controllers instead:
- AuthController.me(): MeResponse.from(authService.getCurrentUser()) ...
Problem (atomic)
validate_lld_final at assemblyzero/workflows/requirements/nodes/finalize.py:228-240 uses a regex r ^- \[ \] with
re.MULTILINE to detect unresolved open-question checkboxes in an LLD ...
Problem
discover_all(dir) only finds:
- *.yml files in the root of the repo (top-level only)
- Roles under roles/ at the root
If an external repo has playbooks in a playbooks/ subdirectory, or roles ...
bug
p1-high
Problem
GET /api/v1/ansible/jobs?node_id=X filters AnsibleJob.target_id == node_id. If a playbook was run targeting a group that
contains the node, target_id is the group UUID, not the node UUID — so ...
bug
p1-high
Problem
_LOG_BATCH_INTERVAL = 30 seconds in playbook_tasks.py. During a hung Ansible task (e.g. pkg download, launchctl), no log
updates appear for up to 30s. The [running: {last_task}] indicator never ...
bug
p1-high

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