rl-agentic-launch-jupiter

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

Launch / relaunch agentic RL (SkyRL terminal_bench + Harbor + Daytona) on JSC Jupiter (GH200). Covers the dense 8B/32B FSDP2 arms (seqnorm, TIS, shaped, symclip, lrboost, loopshape) and the MoE/80B Megatron arms (Qwen3-Coder-30B-A3B, Qwen3-Next-80B-A3B) — the exact `python -m hpc.launch --job_type rl` flag set, which flags vary per arm (config / model_path / train_data / num_nodes), runtime+SIF selection, the Daytona RL-org + chain-restart conventions, and the standing constraints (≤6 RL/cluster, a3 CONCLUDED, TIMEOUT restarts are normal). Use when asked to launch / relaunch / refill an agentic SkyRL RL run on Jupiter. Reference: notes/ot-agent/rl_experiments.md, .claude/ops/jupiter/{ops.md,ENVIRONMENT_MAP.md}.

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

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