| name | senpai-gh |
| description | GitHub CLI primitives for the senpai research workflow — label swaps, send-back, close, mark-review, issue checks, PR queries. Use this skill whenever you need to manipulate PR labels, send a PR back to a student, close a dead-end experiment, mark a PR for review, or query the current state of PRs and issues. Also triggers for: "swap labels", "send back to student", "close this PR", "mark for review", "check human issues", "list review-ready PRs", "idle students".
|
| user-invocable | false |
| model | claude-opus-4-7 |
| effort | high |
senpai-gh
A bash library of GitHub operations shared by both advisor and student agents. Source it once, then call the functions you need.
The library lives at ${CLAUDE_PLUGIN_ROOT}/scripts/senpai-gh.sh. Source it before using any function:
source "${CLAUDE_PLUGIN_ROOT}/scripts/senpai-gh.sh"
Available functions
Label operations
| Function | What it does |
|---|
swap_gh_pr_label <pr#> <remove-label> <add-label> | Atomically swap one label for another. Safe — won't error if the old label is already gone. |
The gh pr edit footgun
GitHub's gh pr edit --remove-label X --add-label Y silently strips all other labels from the PR. The only safe way to swap a single label is two REST API calls: DELETE the old one, POST the new one. This library wraps that pattern so you never have to remember it.
Advisor actions
| Function | What it does |
|---|
comment_on_pr <pr#> <comment> | Leave a PR comment via a temporary body file, avoiding giant shell command lines. |
send_pr_back_to_student_with_comment <pr#> <comment> | Send a PR back to the student with feedback. Comment on the PR, convert back to draft, swap status:review → status:wip. |
senpai_merge_winner_preflight <pr#> [problem-dir] | Refuse unsafe winner merges with a specific error if the PR lacks terminal SENPAI-RESULT, has a newer hold comment, is draft/WIP, has bad labels, or has merge conflicts. |
close_pr_with_comment <pr#> <reason> | Close a dead-end PR with a comment explaining why. Keeps the remote branch so the PR can be reopened or recovered if needed. |
create_assignment_pr_from_file <student> <head-branch> <title> <body-file> [base-branch] | Create a draft assignment PR, then fail if the student already has a status:wip PR or if required base/head, draft, or routing labels are missing. |
Student actions
| Function | What it does |
|---|
mark_ready_for_review <pr#> | Require a terminal SENPAI-RESULT marker, then mark the PR as ready + swap status:wip → status:review. |
Queries (both roles)
The default repo for gh is set via the injected GH_REPO env var, so no --repo flag is needed.
| Function | What it does |
|---|
check_gh_issues <role_label> | List open human issues for a role label + team issues, deduplicated. Returns JSON array. |
issue_body <issue#> | Read one issue body through REST. Returns JSON. |
issue_comments <issue#> | Read all issue comments through REST pagination. Returns JSON array. |
issue_with_comments <issue#> | Read one issue and all comments through REST pagination. Returns JSON object. |
list_ready_for_review_prs <branch> | List PRs with status:review on a branch. Returns JSON array. |
list_prs_requiring_advisor_action <branch> [stale_wip_seconds] [student_names_csv] | List open branch PRs requiring advisor action, with reasons such as stale WIP, duplicate student WIP, missing, unknown, or unroutable student labels, or rebase conflicts. Returns JSON array. |
list_all_prs <branch> | List all open PRs on a branch (any status). Returns JSON array. |
student_poll_for_work <student_name> [branch] | List branch-scoped WIP PRs assigned to a student. Returns JSON array. |
list_idle_students <names_csv> <branch> | Print names of students with no status:wip PR, one per line. |
pr_body <pr#> | Read one PR body through REST. Returns JSON. |
pr_issue_comments <pr#> | Read all PR conversation comments through REST pagination. Returns JSON array. |
pr_reviews <pr#> | Read all PR review submissions through REST pagination. Returns JSON array. |
pr_review_comments <pr#> | Read all inline PR review comments through REST pagination. Returns JSON array. |
pr_all_comments <pr#> | Read all PR conversation, review, and inline comments through REST pagination. Returns JSON array. |
training_log_status <logfile> [more-logfiles...] | Summarize recent training-log state after a sparse wakeup. Use this instead of tail -f or Monitor callbacks for epoch progress. |
Usage examples
source "${CLAUDE_PLUGIN_ROOT}/scripts/senpai-gh.sh"
send_pr_back_to_student_with_comment 1842 "ADVISOR: Promising direction but didn't beat baseline. Try lr=1e-3 with cosine annealing."
comment_on_pr 1842 "ADVISOR: Please stop the current run; the branch is no longer assigned."
mark_ready_for_review 1842
close_pr_with_comment 1850 "results 12% worse than baseline with no promising signal"
list_idle_students "frieren,fern,stark" "noam"
list_ready_for_review_prs "noam"
