Run the mandatory verification stack when changes affect runtime code, tests, examples, or build and test behavior in the OpenAI Guardrails Python repository.
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Create the required PR-ready summary block, branch suggestion, title, and draft description for openai-guardrails-python after runtime, tests, examples, build/test configuration, or behavior-impacting docs change.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Produce a concise, copy-ready branch suggestion, PR title, and description for OpenAI Guardrails Python. This skill creates text only. It never authorizes creating a branch, committing, pushing, opening a pull request, or mutating GitHub.
src/guardrails/, mcp_server/, tests/, examples/, build/test configuration, or behavior-impacting docs.git branch --show-current.git status --short.git ls-files --others --exclude-standard.main, otherwise origin/main.src/guardrails/, mcp_server/.tests/.examples/.docs/, mkdocs.yml.pyproject.toml, uv.lock, Makefile, .github/.Do not ask the user for information that can be derived from the repository.
main, non-detached branch when it already describes the task.feat/<slug>, fix/<slug>, docs/<slug>, or chore/<slug>.HEAD.This pull request adds ..., fixes ..., improves ..., or updates ....#123 for this repository and owner/repo#123 for another repository. Remove Markdown-linked issue/PR labels, bare issue/PR URLs, local paths, Codex citations, and app directives.# Pull Request Draft
## Branch name suggestion
git checkout -b <kebab-case branch>
## Title
<single-line imperative title>
## Description
<copy-ready description beginning with "This pull request ...">
Keep the block tight and avoid repeating the same information in multiple sections.
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Run the mandatory verification stack when changes affect runtime code, tests, examples, or build and test behavior in the OpenAI Guardrails Python repository.
中文简介正在准备中。当前显示原文说明。
Review an openai-guardrails-python release plan or final release candidate against the previous remote tag, determine the compatible release type, audit runtime and packaging risk, inspect current CI, and produce an English ship-or-block report. Use for pre-release readiness checks, not ordinary PR review or implementation.
中文简介正在准备中。当前显示原文说明。
Perform the repository's risk-tiered independent final review before implementation completion. Use only when explicitly invoked or when repository instructions require it after behavior-impacting implementation work; audit the complete task diff, supported contracts, lifecycle and security boundaries, complexity, and tests before final verification.
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Start and carry an explicitly invoked openai-guardrails-python implementation through a fresh isolated worktree and a local PR-ready handoff. Fetch the latest origin/main, keep task changes uncommitted, replay them onto the latest main before final review, run applicable verification and $implementation-final-review, use $pr-draft-summary to generate the complete PR draft and branch name, then create one clean local commit with takeover provenance when applicable. Use only when the user explicitly invokes this skill; never push, open a PR, or mutate GitHub.
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Choose compatibility-aware scope for runtime and API changes in openai-guardrails-python. Use before initial implementation and each review-feedback batch to decide whether to patch, reset the design, preserve compatibility, or reject unsupported cases.
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Assess an openai-guardrails-python GitHub issue or pull request as a maintainer. Use to verify the claimed need and practical impact, compare supported alternatives or competing approaches, separate code quality from repository readiness, recommend the maintainer action, and draft a copy-ready comment when evidence, changes, or closure should be requested.
中文简介正在准备中。当前显示原文说明。