Fix Issue
pytorch/pytorch
Fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local working tree.
Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue.
Install Release Create Validation Issue
$ npx skills add pytorch/test-infra --skill release-create-validation-issue -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pytorch/test-infra release-create-validation-issue --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/pytorch/test-infra.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/release-create-validation-issue .claude/skills/release-create-validation-issue && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "release-create-validation-issue" agent skill from https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issue into .claude/skills/release-create-validation-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-create-validation-issue", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issueType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add pytorch/test-infra --skill release-create-validation-issue -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pytorch/test-infra release-create-validation-issue --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/test-infra.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/release-create-validation-issue .agents/skills/release-create-validation-issue && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "release-create-validation-issue" agent skill from https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issue into .agents/skills/release-create-validation-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-create-validation-issue", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add pytorch/test-infra --skill release-create-validation-issue -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pytorch/test-infra release-create-validation-issue --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/test-infra.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/release-create-validation-issue .cursor/skills/release-create-validation-issue && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "release-create-validation-issue" agent skill from https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issue into .cursor/skills/release-create-validation-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-create-validation-issue", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/pytorch/test-infra.git --path .claude/skills/release-create-validation-issue--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add pytorch/test-infra --skill release-create-validation-issue -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pytorch/test-infra release-create-validation-issue --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/test-infra.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/release-create-validation-issue .gemini/skills/release-create-validation-issue && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "release-create-validation-issue" agent skill from https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issue into .gemini/skills/release-create-validation-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-create-validation-issue", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install pytorch/test-infra release-create-validation-issueInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add pytorch/test-infra --skill release-create-validation-issue -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pytorch/test-infra.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/release-create-validation-issue .github/skills/release-create-validation-issue && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "release-create-validation-issue" agent skill from https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issue into .github/skills/release-create-validation-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-create-validation-issue", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add pytorch/test-infra --skill release-create-validation-issue -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pytorch/test-infra release-create-validation-issue --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/test-infra.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/release-create-validation-issue .opencode/skills/release-create-validation-issue && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "release-create-validation-issue" agent skill from https://github.com/pytorch/test-infra/tree/main/.claude/skills/release-create-validation-issue into .opencode/skills/release-create-validation-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-create-validation-issue", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
release-create-validation-issue- GitHub stars
- 113
- Token cost
- ~2.2k tokens
- SKILL.md length
- 877 words
- Files
- 1
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue.
- Works in 6 steps: Determine parameters → Fetch all milestone issues (open + closed) → Fetch cherry-picks from the release… → …
- Tasks that involve Project management
- SKILL.md covers When to use this skill, Instructions, Example usage and Notes
- Calls gh; reaches github.com and hud.pytorch.org
What it does
Release Create Validation Issue is an agent skill from pytorch/test-infra. Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue. Triggered by mentions of "validation issue", "validation checklist", "release validation", or "release checklist".
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Project management, Deep learning and Feature launches and release readiness. It works with PyTorch and GitHub. The repository describes itself as: This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic to track disabled tests and slow tests…
When your agent uses it
- Tasks that involve Project management
- Tasks that involve Deep learning
- Tasks that involve Feature launches and release readiness
Example prompts
- “validation issue”
- “validation checklist”
- “release validation”
- “/release-create-validation-issue”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Determine parameters
- Fetch all milestone issues (open + closed)
- Fetch cherry-picks from the release tracker
- Filter and classify issues
- Format the output
- Output
What it can do on your machine
Read from SKILL.md and the folder at commit e27de4a. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
gh
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.comhud.pytorch.org
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Release Create Validation Issue loads about 2.2k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 877 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 877 words (~2,236 tokens).
“Generates the markdown body for a PyTorch release validation checklist issue (like https://github.com/pytorch/pytorch/issues/172576) by aggregating data from a GitHub milestone and a cherry-picks release tracker issue.”
- name
- release-create-validation-issue
Files
Just SKILL.md in .claude/skills/release-create-validation-issue of pytorch/test-infra.
Open the folder on GitHubat commit e27de4a
Compare with similar skills
Release Create Validation Issue next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Release Create Validation Issue this skillpytorch/test-infra | 113 | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Fix Issuepytorch/pytorch | 104k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Homepage Generatorwanshuiyin/ARIS-in-AI-Offer | 574 | — | ~4.8k | Automated safety check: Notes | MIT | |
| Triaging Issuespytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Matlab Integrate Pytorch Visionmatlab/matlab-agentic-toolkit | 1.1k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Xpu Alignmentintel/torch-xpu-ops | 115 | — | ~2k | Automated safety check: Pass | Apache-2.0 |
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Related
Questions about Release Create Validation Issue
What does Release Create Validation Issue do?
Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue. Release Create Validation Issue is an agent skill from pytorch/test-infra. Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue.
When should I use Release Create Validation Issue?
Release Create Validation Issue fits situations like: tasks that involve Project management; tasks that involve Deep learning; tasks that involve Feature launches and release readiness.
How do I install Release Create Validation Issue in Claude Code?
Run `npx skills add pytorch/test-infra --skill release-create-validation-issue -a claude-code`. Or copy the skill folder (.claude/skills/release-create-validation-issue in pytorch/test-infra) into .claude/skills/release-create-validation-issue in your project. Claude Code loads it when a task matches its description.
How do I install Release Create Validation Issue in Codex?
Run `npx skills add pytorch/test-infra --skill release-create-validation-issue -a codex`. Or copy the skill folder (.claude/skills/release-create-validation-issue in pytorch/test-infra) into .agents/skills/release-create-validation-issue in your project. Codex loads it when a task matches its description.
Can I use Release Create Validation Issue in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add pytorch/test-infra --skill release-create-validation-issue -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/release-create-validation-issue, .gemini/skills/release-create-validation-issue, .github/skills/release-create-validation-issue and .opencode/skills/release-create-validation-issue in your project.
What does Release Create Validation Issue need to run?
Going by SKILL.md and its folder, Release Create Validation Issue needs the command-line tools its instructions call (gh).
Does Release Create Validation Issue access the network?
SKILL.md names 2 domains. In commands or code: github.com and hud.pytorch.org; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Release Create Validation Issue safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Release Create Validation Issue use?
Release Create Validation Issue has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Release Create Validation Issue use?
About 2.2k tokens (SKILL.md is roughly 8.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Release Create Validation Issue?
Skills that share tags, products or a category with Release Create Validation Issue: Fix Issue (pytorch/pytorch, 104k stars), Homepage Generator (wanshuiyin/ARIS-in-AI-Offer, 574 stars), Triaging Issues (pytorch/pytorch, 104k stars) and Matlab Integrate Pytorch Vision (matlab/matlab-agentic-toolkit, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Release Create Validation Issue?
pytorch (a GitHub organization) maintains it in pytorch/test-infra, which has 113 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 7, 2026.
Source: pytorch/test-infra on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.