Megatron-LM CI Failure Triage
NVIDIA/Megatron-LM
Investigates a failing GitHub Actions run or job for Megatron-LM, finds the root cause plus the PR and test author involved, and files a structured bug issue.
Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans.
Install Win11 Storage Governance
$ npx skills add Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Nongfsq/win11-storage-governance-kit win11-storage-governance --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/Nongfsq/win11-storage-governance-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/win11-storage-governance .claude/skills/win11-storage-governance && 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 "win11-storage-governance" agent skill from https://github.com/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governance into .claude/skills/win11-storage-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "win11-storage-governance", 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/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governanceType 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 Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Nongfsq/win11-storage-governance-kit win11-storage-governance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Nongfsq/win11-storage-governance-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/win11-storage-governance .agents/skills/win11-storage-governance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "win11-storage-governance" agent skill from https://github.com/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governance into .agents/skills/win11-storage-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "win11-storage-governance", 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 Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Nongfsq/win11-storage-governance-kit win11-storage-governance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Nongfsq/win11-storage-governance-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/win11-storage-governance .cursor/skills/win11-storage-governance && 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 "win11-storage-governance" agent skill from https://github.com/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governance into .cursor/skills/win11-storage-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "win11-storage-governance", 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/Nongfsq/win11-storage-governance-kit.git --path skills/win11-storage-governance--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 Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Nongfsq/win11-storage-governance-kit win11-storage-governance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Nongfsq/win11-storage-governance-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/win11-storage-governance .gemini/skills/win11-storage-governance && 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 "win11-storage-governance" agent skill from https://github.com/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governance into .gemini/skills/win11-storage-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "win11-storage-governance", 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 Nongfsq/win11-storage-governance-kit win11-storage-governanceInstalls 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 Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Nongfsq/win11-storage-governance-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/win11-storage-governance .github/skills/win11-storage-governance && 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 "win11-storage-governance" agent skill from https://github.com/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governance into .github/skills/win11-storage-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "win11-storage-governance", 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 Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Nongfsq/win11-storage-governance-kit win11-storage-governance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Nongfsq/win11-storage-governance-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/win11-storage-governance .opencode/skills/win11-storage-governance && 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 "win11-storage-governance" agent skill from https://github.com/Nongfsq/win11-storage-governance-kit/tree/main/skills/win11-storage-governance into .opencode/skills/win11-storage-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "win11-storage-governance", 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
win11-storage-governance- GitHub stars
- 160
- Token cost
- ~845 tokens
- SKILL.md length
- 361 words
- Files
- 5 (incl. references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- MIT
At a glance
Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans.
- Works in 5 steps: Clarify scope: template-only,… → Load references/safety-model.md before… → Load references/runbook.md when… → …
- The user asks about Win11 C盘清理
- SKILL.md covers Workflow, Privacy Rules, Safety Gates and Output Contract, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Win11 Storage Governance is an agent skill from Nongfsq/win11-storage-governance-kit. Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans. Use when the user asks about Win11 C盘清理, disk bloat, AppData, Windows Installer, WinSxS, WindowsApps/UWP, winget, Scoop, dev caches, browser profiles, NVIDIA shader cache, package caches, or recurring cleanup automation across one or many Windows 11 devices.
Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `references/device-profile-template.md` and `references/runbook.md`).
It sits in DevOps & Cloud. It works with Windows and NVIDIA AI Platform. The repository describes itself as: Codex Skills kit for safe Windows 11 C-drive cleanup, storage migration, and cache governance. The licence is MIT.
When your agent uses it
- The user asks about Win11 C盘清理
- Windows Installer
- WindowsApps/UWP
- Browser profiles
Example prompts
- “/win11-storage-governance”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Clarify scope: template-only, audit-only, or execute-on-this-device. Default to template-only unless the user explicitly asks to inspect…
- Load references/safety-model.md before recommending deletion, junctions, package-manager changes, or environment-variable changes.
- Load references/runbook.md when producing a full plan, checklist, migration guide, or remediation sequence.
- Load references/device-profile-template.md when the user wants a reusable template for another Windows 11 device.
- Produce a staged plan: observe, classify, clean, migrate, automate, verify, rollback.
What it can do on your machine
Read from SKILL.md and the folder at commit 32216f4. 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
Win11 Storage Governance loads about 845 tokens when it runs, and up to ~3.3k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 361 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
The full file from Nongfsq/win11-storage-governance-kit at commit 32216f4, republished under its MIT licence (© Nongfsq). 361 words, ~845 tokens.
Download SKILL.mdSave it as
.claude/skills/win11-storage-governance/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- win11-storage-governance
- description
- Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans. Use when the user asks about Win11 C盘清理, disk bloat, AppData, Windows Installer, WinSxS, WindowsApps/UWP, winget, Scoop, dev caches, browser profiles, NVIDIA shader cache, package caches, or recurring cleanup automation across one or many Windows 11 devices.
Win11 Storage Governance
Workflow
- Clarify scope: template-only, audit-only, or execute-on-this-device. Default to template-only unless the user explicitly asks to inspect or change the local machine.
- Load
references/safety-model.mdbefore recommending deletion, junctions, package-manager changes, or environment-variable changes. - Load
references/runbook.mdwhen producing a full plan, checklist, migration guide, or remediation sequence. - Load
references/device-profile-template.mdwhen the user wants a reusable template for another Windows 11 device. - Produce a staged plan: observe, classify, clean, migrate, automate, verify, rollback.
Privacy Rules
- Do not read
%USERPROFILE%,AppData, registry hives, package-manager state, shell history, environment variables, or local project folders unless the user explicitly requests a local audit/execution. - Do not copy personal paths, usernames, machine names, package lists, logs, or environment values into reusable templates.
- When examples need paths, use neutral placeholders such as
<User>,<DownloadDrive>,<DevCacheRoot>, and<ModelDrive>. - Treat this repository's example device layout as a model pattern, not as a user's private configuration.
Safety Gates
- Never recommend manually deleting or junctioning
C:\Windows\Installer,C:\Windows\WinSxS,C:\Program Files\WindowsApps, the wholeAppData, the whole user profile, or the wholeProgramData. - Prefer official tools for Windows Update, WinSxS, Store/UWP apps, Visual Studio, drivers, and MSI repair.
- Use junctions only for clearly regenerable caches, with backup, testing, and rollback steps.
- For chat apps, browsers, password stores, databases, and device-bound app state, separate cache from user data before suggesting cleanup.
- For destructive commands, present a dry-run or staged quarantine approach unless the user explicitly asks to execute and the target is already classified.
Show full SKILL.md (115 more words)Show less
Output Contract
For a cleanup or migration plan, include:
- Risk classification: safe clean, official-tool clean, migrate/configure, investigate, do-not-touch.
- Concrete paths using placeholders unless doing an explicit local audit.
- Commands only where they are safe and scoped; otherwise give GUI/offical-tool instructions.
- Verification steps and rollback steps.
- A recurrence plan that uses allowlists and age thresholds instead of broad deletion.
For local execution, include:
- What will be inspected before running commands.
- What will be changed, quarantined, or left untouched.
- A summary of actions taken and remaining risks.
References
references/safety-model.md: deletion/migration red lines and risk categories.references/runbook.md: practical staged procedure for Windows 11 storage governance.references/device-profile-template.md: reusable profile template for adapting the plan to any Windows 11 device.
© Nongfsq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (references) in skills/win11-storage-governance of Nongfsq/win11-storage-governance-kit.
- SKILL.md
- agents/openai.yaml
- references/device-profile-template.md
- references/runbook.md
- references/safety-model.md
Open the folder on GitHubat commit 32216f4
Compare with similar skills
Win11 Storage Governance 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 |
|---|---|---|---|---|---|---|
| Win11 Storage Governance this skillNongfsq/win11-storage-governance-kit | 160 | — | ~845 | Automated safety check: Pass | MIT | |
| Megatron-LM CI Failure TriageNVIDIA/Megatron-LM | 18k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Winui AppLanceMcCarthy/DevOpsExamples | 172 | 1 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Optimize Slurm TopologyNVlabs/alpasim | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Nim Operator InstallNVIDIA/k8s-nim-operator | 159 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Nim Operator UninstallNVIDIA/k8s-nim-operator | 159 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Win11 Storage Governance
What does Win11 Storage Governance do?
Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans. Win11 Storage Governance is an agent skill from Nongfsq/win11-storage-governance-kit. Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans.
When should I use Win11 Storage Governance?
Win11 Storage Governance fits situations like: the user asks about Win11 C盘清理; windows Installer; windowsApps/UWP; browser profiles.
How do I install Win11 Storage Governance in Claude Code?
Run `npx skills add Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a claude-code`. Or copy the skill folder (skills/win11-storage-governance in Nongfsq/win11-storage-governance-kit) into .claude/skills/win11-storage-governance in your project. Claude Code loads it when a task matches its description.
How do I install Win11 Storage Governance in Codex?
Run `npx skills add Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a codex`. Or copy the skill folder (skills/win11-storage-governance in Nongfsq/win11-storage-governance-kit) into .agents/skills/win11-storage-governance in your project. Codex loads it when a task matches its description.
Can I use Win11 Storage Governance 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 Nongfsq/win11-storage-governance-kit --skill win11-storage-governance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/win11-storage-governance, .gemini/skills/win11-storage-governance, .github/skills/win11-storage-governance and .opencode/skills/win11-storage-governance in your project.
What does Win11 Storage Governance need to run?
SKILL.md names no scripts, command-line tools or credentials: Win11 Storage Governance is instructions for the agent only.
Does Win11 Storage Governance 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 Win11 Storage Governance 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 Win11 Storage Governance use?
Win11 Storage Governance is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Win11 Storage Governance use?
About 845 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.4k tokens, read only when the agent opens those files.
What are the alternatives to Win11 Storage Governance?
Skills that share tags, products or a category with Win11 Storage Governance: Megatron-LM CI Failure Triage (NVIDIA/Megatron-LM, 18k stars), Winui App (LanceMcCarthy/DevOpsExamples, 172 stars), Optimize Slurm Topology (NVlabs/alpasim, 1.3k stars) and Nim Operator Install (NVIDIA/k8s-nim-operator, 159 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Win11 Storage Governance?
Nongfsq (a GitHub user) maintains it in Nongfsq/win11-storage-governance-kit, which has 160 GitHub stars. The repository was last updated on October 9, 2026.
Source: Nongfsq/win11-storage-governance-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.