LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill docs-review -a windsurf -y
name: docs-review description: Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files. allowed-tools: Read, Grep, Bash, Glob
@./../_shared/metabase-style-guide.md
**IMPORTANT: Before starting the review, determine which mode to use:**
1. **PR review mode**: If the `mcp__github__create_pending_pull_request_review` tool is available, you are reviewing a GitHub PR
2. **Local review mode**: If the MCP tool is NOT available, output issues in the conversation
1. **Detect review mode** - Check if `mcp__github__create_pending_pull_request_review` is available 2. Read the changes through once to understand intent 3. Check all issues that violate style guide or significantly impact readability 4. Only flag issues worth mentioning - if it won't make a material difference to the reader, skip it 5. **REQUIRED: Number ALL feedback sequentially** - Start from Issue 1 and increment for each issue found
Run through the diff looking for these issues:
**Tone and voice:**
**Structure and clarity:**
**Links and references:**
**Formatting:**
**Code and examples:**
**Sentence construction:**
| Pattern | Issue | | ----------------------------- | --------------------------------------------- | | we can do X, our feature | Should be "Metabase" or "it" | | click here, read more here | Need descriptive link text | | easy, simple, just | Remove condescending qualifiers | | users | Should be "people" or "companies" if possible |
**MANDATORY REQUIREMENT: Every single issue MUST be numbered sequentially starting from Issue 1.**
This numbered format is NON-NEGOTIABLE. It allows users to efficiently reference specific issues (e.g., "fix issues 1, 3, and 5") and track which feedback has been addressed.
When outputting issues in the conversation (local mode), use this format:
## Issues **Issue 1: [Brief title]** Line X: Succinct description of the issue [code or example] Suggested fix or succinct explanation **Issue 2: [Brief title]** Line Y: Description of the issue Suggested fix or explanation **Issue 3: [Brief title]** ...
**Examples:**
> **Issue 1: Formal tone** > Line 15: This could be more conversational. Consider: "You can't..." instead of "You cannot..."
> **Issue 2: Vague heading** > Line 8: The heading could be more specific. Try stating the point directly: "Run migrations before upgrading" vs "Upgrade process"
When posting to GitHub (PR mode), use the **pending review workflow**:
**Workflow steps:**
1. **Start a review**: Use `mcp__github__create_pending_pull_request_review` to begin a pending review
2. **Get diff information**: Use `mcp__github__get_pull_request_diff` to understand the code changes and line numbers
3. **Identify ALL issues**: Read through all changes and identify every issue worth mentioning
4. **Add review comments**: Use `mcp__github__add_pull_request_review_comment_to_pending_review` for each issue
5. **Submit the review**: Use `mcp__github__submit_pending_pull_request_review` to publish all comments at once
**Comment format example:**
**Issue 1: Formal tone** This could be more conversational. Consider: "You can't..." instead of "You cannot..."
**IMPORTANT**:
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