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Write and run one-off Python scripts with external dependencies using `uv` and PEP 723 inline metadata. Trigger for quick scripts, throwaway automation, API probes, and data checks that need third-party packages.
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Based on SOC occupation classification
Cuts a new release of ai-sdk — creates a Linear issue, branches, bumps version, updates changelog, runs checks, commits, opens a PR, and returns to main. Merging the PR triggers CI to auto-tag. Use when the user wants to release a new version of the ai_sdk gem.
References Semaphore's sem-ai CLI command set, output formats, safety defaults, and legacy sem replacement patterns. Use when exact sem-ai commands or flags are needed before inspecting or mutating Semaphore state.
Debugs and triages Semaphore CI pipelines and jobs with sem-ai first, falling back to legacy sem only for interactive attach/debug shells. Use when CI is failing, flaky, stuck, queued, or needs logs, reruns, stops, or deployment-state inspection.
Find an unreserved staging namespace and promote a Semaphore pipeline into it. Use when a user asks to pick a free `revNN`/`qaNN` server, trigger `Deploy to EKS staging`, or validate that promotion/deploy completed.
Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review.
Promote an Amadeus PR to the shared `data` staging namespace using Semaphore `Deploy to Staging`, then verify the SLSA-backed artifact flow, deployed image, and live log contract through Kubernetes.
| name | python-oneoff |
| description | Write and run one-off Python scripts with external dependencies using `uv` and PEP 723 inline metadata. Trigger for quick scripts, throwaway automation, API probes, and data checks that need third-party packages. |
Embed dependencies directly in a script file with PEP 723 metadata.
# /// script
# dependencies = ["requests", "pandas>=2.0"]
# requires-python = ">=3.11"
# ///
import requests
import pandas as pd
uv init --script example.py --python 3.12uv add --script example.py 'requests<3'uv run script.pyuv run --python 3.12 script.pyuv run --with httpx script.py