analyze-training-run-iris

analyze-training-run-iris is a Runtime diagnostics & profiling skill for AI agents, published by open-thoughts in the OpenThoughts-Agent repository on GitHub. Skillspace rates analyze-training-run-iris D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Detailed health check for a Levanter/executor TRAINING run on the marin Iris cluster (e.g. the delphi midtraining runs) — step progress vs target, loss/throughput, preemption + MAJOR step-gap detection, and checkpoint cadence. Use for an executor coordinator (`<run>-coord`) plus its nested `<run>-coord/checkpoints-<step>-<hash>` training child, which the harbor analyzer (analyze-job-history-iris) does NOT cover (training has no harbor trial sidecars, same as GPU-RL). Reads W&B per-step history + `iris job summary` + GCS checkpoints instead of harbor GCS output.

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
259

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubopen-thoughts/OpenThoughts-Agent

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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