LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
Prepare and request a code review after implementation or before merge by assembling scope, requirements, git range, and reviewer instructions.
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill requesting-code-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/requesting-code-reviewContext preview
The summary Claude sees to decide when to auto-load this skill.
Prepare and request a code review after implementation or before merge by assembling scope, requirements, git range, and reviewer instructions.
name: requesting-code-review description: Prepare and request a code review after implementation or before merge by assembling scope, requirements, git range, and reviewer instructions.
Prepare a complete review request so the reviewer can evaluate the exact change against the intended requirements.
**Core principle:** Review early, review often.
Use this skill when the user needs to prepare or request a code review.
This skill owns the request package: implementation summary, requirements reference, base/head git range, reviewer prompt, and response handling checklist.
Use `code-reviewer` for the actual review findings.
Use `receiving-code-review` when review feedback already exists and must be evaluated or applied.
**Mandatory:**
**Optional but valuable:**
**1. Get git SHAs:**
BASE_SHA=$(git rev-parse HEAD~1) # or origin/main HEAD_SHA=$(git rev-parse HEAD)
**2. Dispatch code-reviewer subagent:**
Use Task tool with superpowers:code-reviewer type, fill template at `code-reviewer.md`
**Placeholders:**
**3. Act on feedback:**
[Just completed Task 2: Add verification function]
You: Let me request code review before proceeding.
BASE_SHA=$(git log --oneline | grep "Task 1" | head -1 | awk '{print $1}')
HEAD_SHA=$(git rev-parse HEAD)
[Dispatch superpowers:code-reviewer subagent]
WHAT_WAS_IMPLEMENTED: Verification and repair functions for conversation index
PLAN_OR_REQUIREMENTS: Task 2 from docs/plans/deployment-plan.md
BASE_SHA: a7981ec
HEAD_SHA: 3df7661
DESCRIPTION: Added verifyIndex() and repairIndex() with 4 issue types
[Subagent returns]:
Strengths: Clean architecture, real tests
Issues:
Important: Missing progress indicators
Minor: Magic number (100) for reporting interval
Assessment: Ready to proceed
You: [Fix progress indicators]
[Continue to Task 3]**Subagent-Driven Development:**
**Executing Plans:**
**Ad-Hoc Development:**
**Never:**
**If reviewer wrong:**
See template at: requesting-code-review/code-reviewer.md
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Repo: foryourhealth111-pixel/Vibe-Skills
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
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