skill-system-gate
Skill System Gate
Enforce a fail-closed gate before experiment registration and provide read-only registry safety/status checks.
Decision Matrix
| Task Intent | Operation | Primary Backend | Use When |
|---|---|---|---|
| Validate repository artifacts against configurable gate rules | validate |
scripts/gate_validate.py |
Before close-gate decisions or deterministic policy checks |
| Validate experiment implementation and logs against gate rules | validate-experiment |
preprocess_lib.gate_engine |
Legacy GNN/FraudDetect pipeline checks |
| Check whether registry state is safe for rerun/reset | verify-registry |
db_registry.DBExperimentsDB |
Before any manual reset/rerun action |
| View queue health and state counts | status |
db_registry.DBExperimentsDB |
Need a quick dashboard of current experiment states |
Core Patterns
Pattern 1: Validate repository gate compliance
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