Kcli Cluster Deployment
karmab/kcli
Guides deployment and management of Kubernetes clusters with kcli.
Deep static code review of an mql provider for logic errors, nil-handling bugs, pagination truncation, caching/id collisions, and other defects that silently give users wrong data.
Install Provider Bug Review
$ npx skills add mondoohq/mql --skill provider-bug-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mondoohq/mql provider-bug-review --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/mondoohq/mql.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/provider-bug-review .claude/skills/provider-bug-review && 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 "provider-bug-review" agent skill from https://github.com/mondoohq/mql/tree/main/.agents/skills/provider-bug-review into .claude/skills/provider-bug-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "provider-bug-review", 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/mondoohq/mql/tree/main/.agents/skills/provider-bug-reviewType 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 mondoohq/mql --skill provider-bug-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mondoohq/mql provider-bug-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mondoohq/mql.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/provider-bug-review .agents/skills/provider-bug-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "provider-bug-review" agent skill from https://github.com/mondoohq/mql/tree/main/.agents/skills/provider-bug-review into .agents/skills/provider-bug-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "provider-bug-review", 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 mondoohq/mql --skill provider-bug-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mondoohq/mql provider-bug-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mondoohq/mql.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/provider-bug-review .cursor/skills/provider-bug-review && 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 "provider-bug-review" agent skill from https://github.com/mondoohq/mql/tree/main/.agents/skills/provider-bug-review into .cursor/skills/provider-bug-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "provider-bug-review", 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/mondoohq/mql.git --path .agents/skills/provider-bug-review--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 mondoohq/mql --skill provider-bug-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mondoohq/mql provider-bug-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mondoohq/mql.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/provider-bug-review .gemini/skills/provider-bug-review && 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 "provider-bug-review" agent skill from https://github.com/mondoohq/mql/tree/main/.agents/skills/provider-bug-review into .gemini/skills/provider-bug-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "provider-bug-review", 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 mondoohq/mql provider-bug-reviewInstalls 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 mondoohq/mql --skill provider-bug-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mondoohq/mql.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/provider-bug-review .github/skills/provider-bug-review && 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 "provider-bug-review" agent skill from https://github.com/mondoohq/mql/tree/main/.agents/skills/provider-bug-review into .github/skills/provider-bug-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "provider-bug-review", 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 mondoohq/mql --skill provider-bug-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mondoohq/mql provider-bug-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mondoohq/mql.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/provider-bug-review .opencode/skills/provider-bug-review && 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 "provider-bug-review" agent skill from https://github.com/mondoohq/mql/tree/main/.agents/skills/provider-bug-review into .opencode/skills/provider-bug-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "provider-bug-review", 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
provider-bug-review- GitHub stars
- 412
- Token cost
- ~2.9k tokens
- SKILL.md length
- 1,488 words
- Files
- 3 (incl. references)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Deep static code review of an mql provider for logic errors, nil-handling bugs, pagination truncation, caching/id collisions, and other defects that silently give users wrong data.
- Works in 5 steps: Scope and prioritize → Learn the house patterns FIRST (do not… → Fan out analysis agents by file-group → …
- It for review the okta provider for bugs
- SKILL.md covers When this is the right tool, The core loop and The bug taxonomy
- Calls git and make
What it does
Provider Bug Review is an agent skill from mondoohq/mql. Deep static code review of an mql provider for logic errors, nil-handling bugs, pagination truncation, caching/id collisions, and other defects that silently give users wrong data. Use this whenever someone wants to audit, review, deep-dive, bug-hunt, or "find problems in" a provider (aws, gcp, azure, okta, k8s, or any provider under providers/) — whether the ask is a whole provider, a recently-shipped set of resources, or a PR/commit range. Trigger it for "review the okta provider for bugs", "audit gcp for nil…
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/agent-prompt-template.md` and `references/bug-taxonomy.md`).
It sits in DevOps & Cloud, covering Container orchestration, Caching and Code review. It works with Google Cloud, Microsoft Azure, Amazon Web Services and Kubernetes. The repository describes itself as: open source, cloud-native, graph-based query language.
When your agent uses it
- It for review the okta provider for bugs
- Audit gcp for nil issues
- Any pagination problems in the azure provider?
- Deep dive the new resources for logic errors
Example prompts
- “find problems in”
- “review the okta provider for bugs”
- “audit gcp for nil issues”
- “/provider-bug-review”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Scope and prioritize
- Learn the house patterns FIRST (do not skip)
- Fan out analysis agents by file-group
- Verify every candidate against source
- Report
What it can do on your machine
Read from SKILL.md and the folder at commit d9f1bd2. 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:
gitmake
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Provider Bug Review loads about 2.9k tokens when it runs, and up to ~9k if it reads all its reference files. Until then it costs about 225 tokens; SKILL.md has 1,488 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 1,488 words (~2,944 tokens).
“Find the bugs in an mql provider that a compiler and a passing test suite will not catch: pagination loops that silently return one page, pointer derefs that panic on a real-world null, a field that resolves differently through the…”
- name
- provider-bug-review
Files
SKILL.md and 2 other files (references) in .agents/skills/provider-bug-review of mondoohq/mql.
- SKILL.md
- references/agent-prompt-template.md
- references/bug-taxonomy.md
Open the folder on GitHubat commit d9f1bd2
Compare with similar skills
Provider Bug Review 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 |
|---|---|---|---|---|---|---|
| Provider Bug Review this skillmondoohq/mql | 412 | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| Kcli Cluster Deploymentkarmab/kcli | 653 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Extend Discovery Typerunwhen-contrib/runwhen-local | 163 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Kclikarmab/kcli | 653 | — | ~2.6k | Automated safety check: Warn | Apache-2.0 | |
| Azure Arcvinayaklatthe/microsoft-security-skills | 175 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Cloud Devopsdavila7/claude-code-templates | 33k | 4 repos | ~1.4k | Automated safety check: Pass | MIT |
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More from mondoohq/mql
All 9 skills in this repoProvider Verification
mondoohq/mql
Verify mql provider resource/field changes against real cloud infrastructure.
Update Provider Deps
mondoohq/mql
Upgrade an mql provider's vendored SDKs (all providers or a named subset), audit the new versions for breaking changes and fix call sites while keeping shipped MQL fields backwards-compatible, check…
New Provider
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Scaffold a new mql provider. An agent skill from mondoohq/mql.
New Resource
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Add or change a resource in an existing mql provider — schema, codegen, implementation, tests, and verification against a real target.
Provider Release
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Release mql providers and cut mql/cnspec releases, stable or pre-release.
Staged Discovery
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Related
Categories
Questions about Provider Bug Review
What does Provider Bug Review do?
Deep static code review of an mql provider for logic errors, nil-handling bugs, pagination truncation, caching/id collisions, and other defects that silently give users wrong data. Provider Bug Review is an agent skill from mondoohq/mql. Deep static code review of an mql provider for logic errors, nil-handling bugs, pagination truncation, caching/id collisions, and other defects that silently give users wrong data.
When should I use Provider Bug Review?
Provider Bug Review fits situations like: it for review the okta provider for bugs; audit gcp for nil issues; any pagination problems in the azure provider?; deep dive the new resources for logic errors.
How do I install Provider Bug Review in Claude Code?
Run `npx skills add mondoohq/mql --skill provider-bug-review -a claude-code`. Or copy the skill folder (.agents/skills/provider-bug-review in mondoohq/mql) into .claude/skills/provider-bug-review in your project. Claude Code loads it when a task matches its description.
How do I install Provider Bug Review in Codex?
Run `npx skills add mondoohq/mql --skill provider-bug-review -a codex`. Or copy the skill folder (.agents/skills/provider-bug-review in mondoohq/mql) into .agents/skills/provider-bug-review in your project. Codex loads it when a task matches its description.
Can I use Provider Bug Review 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 mondoohq/mql --skill provider-bug-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/provider-bug-review, .gemini/skills/provider-bug-review, .github/skills/provider-bug-review and .opencode/skills/provider-bug-review in your project.
What does Provider Bug Review need to run?
Going by SKILL.md and its folder, Provider Bug Review needs the command-line tools its instructions call (git and make).
Does Provider Bug Review access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Provider Bug Review 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 Provider Bug Review use?
Provider Bug Review 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 Provider Bug Review use?
About 2.9k tokens (SKILL.md is roughly 12k 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 6.1k tokens, read only when the agent opens those files.
What are the alternatives to Provider Bug Review?
Skills that share tags, products or a category with Provider Bug Review: Kcli Cluster Deployment (karmab/kcli, 653 stars), Extend Discovery Type (runwhen-contrib/runwhen-local, 163 stars), Kcli (karmab/kcli, 653 stars) and Azure Arc (vinayaklatthe/microsoft-security-skills, 175 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Provider Bug Review?
mondoohq (a GitHub organization) maintains it in mondoohq/mql, which has 412 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 11, 2026.
Source: mondoohq/mql on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.