clio-kit-scientific-debugging

Use when this workflow is requested: Diagnoses stalled or cross-system failures and wrong, NaN, nondeterministic, or unexpectedly slow scientific results through falsifiable hypotheses across distinct fault classes, with evidence-cited verdicts before any fix. Not for designing benchmarks or pre-registered experiments; use experiment-protocol. Triggers on "wrong scientific results", "nondeterministic HPC code".

License

Apache-2.0

Compatibility

Clio Coder procedures adapted for skill discovery. Host tools, external services and native Clio execution gates require separate configuration; see the host compatibility note.