Operator-side analysis of historical ML experiment PRs in Senpai research tracks. Use this skill whenever the user asks to: analyze experiments, categorize PRs, bucket experiments, summarize what's been tried, understand experiment history, review merged vs closed results, or asks "what experiments have we run / worked / failed". Also triggers for: "pull the latest experiments", "what's been tried so far", "category breakdown of PRs", "which experiments succeeded", "noam track analysis". When a branch name is mentioned (e.g. "noam branch", "on the noam branch"), pass it as the base branch to scope the fetch to just those PRs.
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wandb/senpai☆ 372026年10月24日 更新
Create a typed assignment branch and draft PR for one student. Use when the advisor has a concrete hypothesis and the student has no open `status:wip` or `status:review` assignment.
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wandb/senpai☆ 372026年10月24日 更新
Create or improve a Senpai target repository's program.md. Use this skill whenever the user wants to point Senpai at a fresh ML or research target repository, define the research objective, primary metric, benchmark contract, allowed edit boundaries, W&B reporting contract, or prepare a repo for autonomous advisor/student experiment loops.
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wandb/senpai☆ 372026年10月24日 更新
Open GitHub Issues for human input and respond to the researcher team. Use this skill whenever you need to handle a human_issue event, respond to human issues, ask humans a question, or check team communications. Also triggers for: "any human messages?", "check issues", "respond to humans".
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wandb/senpai☆ 372026年10月24日 更新
Check scientific progress and operational health of a Senpai research program against the mission in its target repository's program.md. Use for experiment updates, health checks, current advisor/student activity, promising or failed experiments, W&B/GitHub reconciliation, evaluation status, and next research priorities. Produce a fresh, read-only, evidence-backed report with clear implications and actions. Do not use for cluster-capacity-only checks or to mutate research state.
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wandb/senpai☆ 372026年10月24日 更新
Choose, configure, launch, and collect bounded subagents for research and engineering decisions. Root agents and delegation-capable subagents should read this before delegating: every task requires an explicit model tier, and high-leverage work such as research ideation, round planning, plateau pivots, large research reviews, hard optimization, disputed evidence, and expensive experiment portfolios requires frontier judgment.
中文简介正在准备中。当前显示原文说明。
wandb/senpai☆ 372026年10月24日 更新