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Post-merge cleanup — update main, prune the remote, and print one paste-ready block of follow-up commands
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Based on SOC occupation classification
Commit remaining changes, push the branch, open a pull request, and run Codex review
Full development cycle — plan a feature, implement it, and open a PR
Process unhandled PR review comments on the current branch's open PR — answer questions, modify code, or push back
Like /develop, but skips test-writer invocation and post-impl verification (for repos without a test suite — see ADR-014 §12)
Run deep-learning experiments as disciplined hypothesis tests — frame the question, set up a self-contained per-experiment folder, launch training/eval runs (confirming before heavy GPU jobs), track metrics, analyze results against a baseline, and write a human-readable report with tables and plots. Use this whenever the user is doing experimental ML work: launching or preparing a training/finetuning/sampling/eval run, an ablation, or a hyperparameter sweep; saying things like "let's try X and see if it helps," "does this change improve FID/accuracy/loss," "compare these two runs/checkpoints," "track this experiment," "analyze the results," or "write up what we found." Trigger even when the user doesn't say the word "experiment" but is clearly testing whether a change moves a metric, or wants results organized, compared, or reported reproducibly.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
| name | finish-task |
| description | Post-merge cleanup — update main, prune the remote, and print one paste-ready block of follow-up commands |
| allowed-tools | Bash |
Clean up the local repository after a task branch has been merged.
Only git fetch and git checkout main run automatically. Everything else — force-deleting the merged branch, discarding stale worktree diffs, deleting other already-merged locals — is collected into a single paste-ready command block at the end, because the command allowlist and sandbox intentionally block those forms.
Sandbox fallback. If any command in this skill is blocked (allowlist, read-only mount, EBUSY, etc.), ask the user to run it on your behalf and continue from their result. Do not bypass the sandbox.
git fetch origin main:main
git checkout main
Fetching into main:main first makes the local ref match origin/main before checkout, so the squash-merged worktree usually needs no file writes on switch. If the checkout is blocked by the sandbox, apply the Sandbox fallback above — ask the user to run it on your behalf and continue once they confirm success.
Remember the branch you just left (from the checkout output or git reflog) as $PREV_BRANCH.
git fetch --prune
Build a list $CMDS by running each check below and appending the matching command. Do not execute any of them.
git status --porcelain lists any M/A/D entries for project files:
git restore --staged --worktree -- <file1> <file2> … (name each file explicitly; no ., -A, *, or globs).git branch -D $PREV_BRANCH.git branch --merged main | grep -Ev '^[* ]*main$' lists any:
git branch -d <name1> <name2> … (one command covering all).Emit the gathered commands as one fenced code block, in the order above:
Please run this in your terminal:
<all recorded commands, one per line>
If $CMDS is empty, print "No follow-up actions needed."