Prepare Cloudflare Production Deployment
LubomirGeorgiev/cloudflare-workers-nextjs-saas-template
Source-of-truth runbook for preparing this Vinext Cloudflare Workers SaaS template for production deployment.
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
Install Distributed Triage
$ npx skills add pytorch/pytorch --skill distributed-triage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pytorch/pytorch distributed-triage --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/pytorch.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/distributed-triage .claude/skills/distributed-triage && 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 "distributed-triage" agent skill from https://github.com/pytorch/pytorch/tree/main/.agents/skills/distributed-triage into .claude/skills/distributed-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distributed-triage", 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/pytorch/tree/main/.agents/skills/distributed-triageType 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/pytorch --skill distributed-triage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pytorch/pytorch distributed-triage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/pytorch.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/distributed-triage .agents/skills/distributed-triage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "distributed-triage" agent skill from https://github.com/pytorch/pytorch/tree/main/.agents/skills/distributed-triage into .agents/skills/distributed-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distributed-triage", 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/pytorch --skill distributed-triage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pytorch/pytorch distributed-triage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/pytorch.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/distributed-triage .cursor/skills/distributed-triage && 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 "distributed-triage" agent skill from https://github.com/pytorch/pytorch/tree/main/.agents/skills/distributed-triage into .cursor/skills/distributed-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distributed-triage", 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/pytorch.git --path .agents/skills/distributed-triage--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/pytorch --skill distributed-triage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pytorch/pytorch distributed-triage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/pytorch.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/distributed-triage .gemini/skills/distributed-triage && 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 "distributed-triage" agent skill from https://github.com/pytorch/pytorch/tree/main/.agents/skills/distributed-triage into .gemini/skills/distributed-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distributed-triage", 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/pytorch distributed-triageInstalls 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/pytorch --skill distributed-triage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pytorch/pytorch.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/distributed-triage .github/skills/distributed-triage && 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 "distributed-triage" agent skill from https://github.com/pytorch/pytorch/tree/main/.agents/skills/distributed-triage into .github/skills/distributed-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distributed-triage", 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/pytorch --skill distributed-triage -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/pytorch distributed-triage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pytorch/pytorch.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/distributed-triage .opencode/skills/distributed-triage && 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 "distributed-triage" agent skill from https://github.com/pytorch/pytorch/tree/main/.agents/skills/distributed-triage into .opencode/skills/distributed-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distributed-triage", 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
distributed-triage- GitHub stars
- 104k
- Token cost
- ~2.8k tokens
- SKILL.md length
- 1,384 words
- Files
- 4
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
- Works in 7 steps: Already Triaged by Human? → Is This Actually a Distributed Issue? → Route to Distributed Sub-Oncall → …
- An issue has been routed to oncall:distributed and needs second-level triage
- SKILL.md covers Contents, MCP Tools Available, Comment Deduplication and Distributed Triage Steps, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Distributed Triage is an agent skill from pytorch/pytorch. Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged. Use when an issue has been routed to oncall:distributed and needs second-level triage.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `distributed-labels.json`, `distributed-rubric.md` and `templates.json`).
It sits in DevOps & Cloud, covering Incident response. It works with GitHub and Model Context Protocol. The repository describes itself as: Tensors and Dynamic neural networks in Python with strong GPU acceleration.
When your agent uses it
- An issue has been routed to oncall:distributed and needs second-level triage
- Tasks that involve Incident response
Example prompts
- “/distributed-triage”
Requirements
- Python 3
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Already Triaged by Human?
- Is This Actually a Distributed Issue?
- Route to Distributed Sub-Oncall
- Classify Module
- Type Labels
- High Priority — REQUIRES HUMAN REVIEW
- Missing Reproduction
What it can do on your machine
Read from SKILL.md and the folder at commit 21cfde5. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Distributed Triage loads about 2.8k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 1,384 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 1,384 words (~2,832 tokens).
“This sub-skill picks up where the PT-level triage bot leaves off. It processes issues that already have the oncall: distributed label and performs second-level triage: routing to a distributed sub-oncall, classifying by module, and marking triaged.”
- name
- distributed-triage
Files
SKILL.md and 3 other files in .agents/skills/distributed-triage of pytorch/pytorch.
- SKILL.md
- distributed-labels.json
- distributed-rubric.md
- templates.json
Open the folder on GitHubat commit 21cfde5
Compare with similar skills
Distributed Triage 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 |
|---|---|---|---|---|---|---|
| Distributed Triage this skillpytorch/pytorch | 104k | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Prepare Cloudflare Production DeploymentLubomirGeorgiev/cloudflare-workers-nextjs-saas-template | 786 | — | ~5.9k | Automated safety check: Notes | MIT | |
| UModel Root Cause Analysisalibaba/UnifiedModel | 415 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Slowmist Agent Securityslowmist/slowmist-agent-security | 508 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Release Allpaperboytm/spool | 592 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Azv Bicep Diagram SyncAzure/AZVerify | 101 | — | ~2.9k | Automated safety check: Pass | MIT |
Similar skills
UModel Root Cause Analysis
alibaba/UnifiedModel
Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.
Slowmist Agent Security
slowmist/slowmist-agent-security
Comprehensive security review framework for AI agents. An agent skill from slowmist/slowmist-agent-security.
Release All
paperboytm/spool
Publish the complete Spool CLI release train: synchronized versions, npm packages, the GitHub release, and the matching production web deployment.
- Official
Azv Bicep Diagram Sync
Azure/AZVerify
Compare Bicep templates against a Draw.io Azure architecture diagram to detect resource-level divergence.
Publishing
adeze/raindrop-mcp
Publishing and release workflow with semantic-release and GitHub Actions
More from pytorch/pytorch
All 17 skills in this repoAdd Uint Support
pytorch/pytorch
Add unsigned integer (uint) type support to PyTorch operators by updating ATDISPATCH macros.
Docstring
pytorch/pytorch
Write docstrings for PyTorch functions and methods following PyTorch conventions.
Aoti Debug
pytorch/pytorch
Debug AOTInductor (AOTI) errors and crashes. An agent skill from pytorch/pytorch.
CI Metrics
pytorch/pytorch
Query PyTorch CI, GitHub Actions, HUD, Grafana, and infrastructure metrics.
Cuda Index Width
pytorch/pytorch
Choose 32-bit vs 64-bit index math in PyTorch CUDA kernels. An agent skill from pytorch/pytorch.
Document Public APIs
pytorch/pytorch
Document undocumented public APIs in PyTorch by removing functions from coverageignorefunctions and coverageignoreclasses in docs/source/conf.py, running Sphinx coverage, and adding the appropriate…
Related
Works with
Categories
Questions about Distributed Triage
What does Distributed Triage do?
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged. Distributed Triage is an agent skill from pytorch/pytorch. Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
When should I use Distributed Triage?
Distributed Triage fits situations like: an issue has been routed to oncall:distributed and needs second-level triage; tasks that involve Incident response.
How do I install Distributed Triage in Claude Code?
Run `npx skills add pytorch/pytorch --skill distributed-triage -a claude-code`. Or copy the skill folder (.agents/skills/distributed-triage in pytorch/pytorch) into .claude/skills/distributed-triage in your project. Claude Code loads it when a task matches its description.
How do I install Distributed Triage in Codex?
Run `npx skills add pytorch/pytorch --skill distributed-triage -a codex`. Or copy the skill folder (.agents/skills/distributed-triage in pytorch/pytorch) into .agents/skills/distributed-triage in your project. Codex loads it when a task matches its description.
Can I use Distributed Triage 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/pytorch --skill distributed-triage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/distributed-triage, .gemini/skills/distributed-triage, .github/skills/distributed-triage and .opencode/skills/distributed-triage in your project.
What does Distributed Triage need to run?
SKILL.md names no scripts, command-line tools or credentials: Distributed Triage is instructions for the agent only. Our summary lists: Python 3.
Does Distributed Triage access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Distributed Triage 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 Distributed Triage use?
Distributed Triage 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 Distributed Triage use?
About 2.8k tokens (SKILL.md is roughly 11k 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 Distributed Triage?
Skills that share tags, products or a category with Distributed Triage: Prepare Cloudflare Production Deployment (LubomirGeorgiev/cloudflare-workers-nextjs-saas-template, 786 stars), UModel Root Cause Analysis (alibaba/UnifiedModel, 415 stars), Slowmist Agent Security (slowmist/slowmist-agent-security, 508 stars) and Release All (paperboytm/spool, 592 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Distributed Triage?
pytorch (a GitHub organization) maintains it in pytorch/pytorch, which has 103,925 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 9, 2026.
Source: pytorch/pytorch on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.