菜单
Generate a copy-paste remote (AutoDL/tmux) run snippet (git fetch/checkout/pull + scripts/train_eval_shutdown_autodl.sh). Use when you need a remote train→eval command block and must manually choose train/eval scripts from scripts/.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Generate a minimal remote artifact pull manifest (results.json + train/logs + eval logs/metrics/vis) and place files under research_workspace/experiments/<ExpID>/remote_artifacts.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Analyze experiment results pulled by autodl-remote-pull-manifest (remote_artifacts) and generate a Hypothesis→Evidence→Next-Experiment (H→E→N) report. Use when you want evidence-first analysis from logs/metrics/vis and an actionable next-step plan to improve <主指标>.
Ingest pulled remote artifacts under research_workspace/experiments/<ExpID>/remote_artifacts, summarize latest eval (summary.json), and update research_workspace/00-实验记录.md (index row + detailed section). Use when you want to record <主指标>/<辅助指标> into 00-实验记录.md after pulling remote artifacts.
Use when the input is a user-approved design doc or implementation plan and the agent needs to turn it into an executable issues CSV before handing off to CSV execution.
Use when executing an existing task CSV and the agent needs to push all actionable rows to closed-loop completion without stopping between issues.
| name | autodl-remote-run-snippet |
| description | Generate a copy-paste remote (AutoDL/tmux) run snippet (git fetch/checkout/pull + scripts/train_eval_shutdown_autodl.sh). Use when you need a remote train→eval command block and must manually choose train/eval scripts from scripts/. |
This is a mirror of the Codex skill at .codex/skills/autodl-remote-run-snippet/SKILL.md.
# List candidate scripts (manual selection required)
python3 .codex/skills/autodl-remote-run-snippet/scripts/generate_snippet.py
# Generate the snippet after choosing scripts
python3 .codex/skills/autodl-remote-run-snippet/scripts/generate_snippet.py \
--branch "<branch>" \
--train-script "scripts/<train_*.sh>" \
--eval-script "scripts/<eval_*.sh>"
docs/SKILLs/agent-skills-standard.md