菜单
Poll for assigned experiment PRs for a student. Use this skill to: check for assignments, poll for work, see if there's a PR assigned to me. Triggers for: "any work for me?", "check for assignments", "poll for PRs".
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。
Create consistent nn_cfd W&B experiment comparison reports from selected run IDs using wandb and wandb_workspaces. Use this whenever the user asks to report experiment results, create a W&B Report, compare CFD training/eval runs, document baseline-vs-variant outcomes, reproduce the project experiment report template, or publish a leaderboard-style report for milieu/nn_cfd.
Look up any arxiv paper on alphaxiv.org to get a structured AI-generated overview. This is faster and more reliable than trying to read a raw PDF.
Search for research papers and academic content using Exa advanced search. Full filter support including date ranges and text filtering. Use when searching for academic papers, arXiv preprints, or scientific research.
Look up any arxiv paper on alphaxiv.org to get a structured AI-generated overview. This is faster and more reliable than trying to read a raw PDF.
Search for research papers and academic content using Exa advanced search. Full filter support including date ranges and text filtering. Use when searching for academic papers, arXiv preprints, or scientific research.
Create or improve Senpai target-repository onboarding files: program.md plus instructions/prompt-advisor.md and instructions/prompt-student.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, advisor/student prompts, or prepare a repo for autonomous advisor/student experiment loops.
| name | poll-for-work |
| description | Poll for assigned experiment PRs for a student. Use this skill to: check for assignments, poll for work, see if there's a PR assigned to me. Triggers for: "any work for me?", "check for assignments", "poll for PRs". |
| argument-hint | <student-name> |
| context | fork |
| model | claude-sonnet-4-6 |
| effort | high |
Check whether the advisor has assigned you an experiment PR to work on. This is a one-shot check: return the result to the parent agent immediately.
Assignments are Github labels, not GitHub assignees:
$ADVISOR_BRANCH (current advisor branch), your name label like so: student:$0, and this status label: status:wip.gh pr list --assignee ..., --author, or a hand-written replacement query for assignment polling.Monitor tool for assignment polling. The pod entrypoint owns waiting and re-entry.fern)source "${CLAUDE_PLUGIN_ROOT}/scripts/senpai-gh.sh"
student_poll_for_work "$0"
If PRs are returned, for each one:
pr_all_comments <number>
Return a summary:
If work is available:
WORK_AVAILABLE: PR <pr-number> "<pr-title>" on branch <branch-name>
If the PR has revision comments from the advisor, include that:
WORK_AVAILABLE (REVISION): PR <pr-number> "<pr-title>" on branch <branch-name> — advisor requests: "<advisor-comment>"
If nothing:
NO_WORK
Keep the response short — the parent agent just needs to know whether to start working or keep waiting.