eval-agentic-launch

eval-agentic-launch is an LLM evaluation & observability skill for AI agents, published by open-thoughts in the OpenThoughts-Agent repository on GitHub. Skillspace rates eval-agentic-launch D (55/100) and it passed the safety scan; the rating is based on static analysis only.

Launch agentic Harbor evals through the OT-Agent unified eval listener (eval/unified_eval_listener.py) on any cluster: select models (query_unevaled_models.py / priority lists), wire the pinggy served-model tunnel, submit with the right preset + flags in tmux, then VERIFY the launch actually works via the 15-min infra sanity check (pinggy auth, Daytona→cluster api_base, vLLM POSTs, trial progression — catches "RUNNING but silently dead" jobs). Cluster-AGNOSTIC: per-cluster particulars (sbatch script, gpu-mem ceiling, concurrency, cert/tunnel, conda env, paths, Daytona key, pre-download) live in `.claude/ops/<cluster>/`. Use when asked to launch/relaunch agentic evals, or eval a model on a benchmark (terminal_bench_2 / dev_set_v2 / swebench / bfcl / aider).

Grade
D
Quality
55 / 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
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

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

Better-rated skills in LLM evaluation & observability

Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.