Vibe Check

🎭 Vibe Check

Audit code for "vibe coding" — AI-generated code accepted without proper human review. Get a scored report card with specific findings and fix suggestions.

Trigger

Activate when the user mentions any of:

• "vibe check"
• "vibe-check"
• "audit code"
• "code quality"
• "vibe score"
• "check my code"
• "review this code for vibe coding"
• "code review"
• "vibe audit"

Instructions

1. Determine the Target

Ask the user what code to analyze. Accepted inputs:

• Single file: app.py, src/utils.ts
• Directory: src/, ., my-project/
• Git diff: last N commits, staged changes, or branch comparison

2. Run the Analysis

# Single file or directory
bash "$SKILL_DIR/scripts/vibe-check.sh" TARGET

# With fix suggestions
bash "$SKILL_DIR/scripts/vibe-check.sh" --fix TARGET

# Git diff (last 3 commits)
bash "$SKILL_DIR/scripts/vibe-check.sh" --diff HEAD~3

# Staged changes with fixes
bash "$SKILL_DIR/scripts/vibe-check.sh" --staged --fix

# Save to file
bash "$SKILL_DIR/scripts/vibe-check.sh" --fix --output report.md TARGET

3. Present the Report

The output is a Markdown report. Present it directly — it's designed to be screenshot-worthy.

Discord v2 Delivery Mode (OpenClaw v2026.2.14+)

When the conversation is happening in a Discord channel:

• Send a compact summary first (grade, score, file count, top 3 findings), then ask if the user wants the full report.
• Keep the first message under ~1200 characters and avoid wide Markdown tables in the first response.
• If Discord components are available, include quick actions:
• Show Top Findings
• Show Fix Suggestions
• Run Diff Mode
• If components are not available, provide the same follow-ups as a numbered list.
• Prefer short follow-up chunks (<=15 lines per message) when sending the full report.

Quick Reference

| Command | Description | |---------|-------------| | vibe-check FILE | Analyze a single file | | vibe-check DIR | Scan directory recursively | | vibe-check --diff | Check last commit's changes | | vibe-check --diff HEAD~5 | Check last 5 commits | | vibe-check --staged | Check staged changes | | vibe-check --fix DIR | Include fix suggestions | | vibe-check --output report.md DIR | Save report to file |

Sin Categories (what it checks)

| Category | Weight | What It Catches | |----------|:------:|-----------------| | Error Handling | 20% | Missing try/catch, bare exceptions, no edge cases | | Input Validation | 15% | No type checks, no bounds checks, trusting all input | | Duplication | 15% | Copy-pasted logic, DRY violations | | Dead Code | 10% | Unused imports, commented-out blocks, unreachable code | | Magic Values | 10% | Hardcoded strings/numbers/URLs without constants | | Test Coverage | 10% | No test files, no test patterns, no assertions | | Naming Quality | 10% | Vague names (data, result, temp, x), misleading names | | Security | 10% | eval(), exec(), hardcoded secrets, SQL injection |

Scoring

• A (90-100): Pristine code, minimal issues
• B (80-89): Clean code with minor issues
• C (70-79): Decent but lazy patterns crept in
• D (60-69): Needs human attention
• F (<60): Heavy vibe coding detected

Notes for the Agent

• The report is the star. Present it in full — it's designed to look great.
• After presenting, offer to run --fix mode if they didn't already.
• Suggest the README badge: ``
• For large codebases, suggest focusing on specific directories or using --diff mode.
• If no LLM API key is set, the tool falls back to heuristic analysis (less accurate but still useful).
• Supported languages (v1): Python, TypeScript, JavaScript only.

References

• scripts/vibe-check.sh — Main entry point
• scripts/analyze.sh — LLM code analysis engine (with heuristic fallback)
• scripts/git-diff.sh — Git diff file extractor
• scripts/report.sh — Markdown report generator
• scripts/common.sh — Shared utilities and constants

Examples

Example 1: Audit a Directory

User: "Vibe check my src directory"

Agent runs:

bash "$SKILL_DIR/scripts/vibe-check.sh" src/

Output: Full scorecard with per-file breakdown, category scores, and top findings.

Example 2: Check with Fixes

User: "Review this code for vibe coding and suggest fixes"

Agent runs:

bash "$SKILL_DIR/scripts/vibe-check.sh" --fix src/

Output: Scorecard + unified diff patches for each finding.

Example 3: Git Diff Mode

User: "Check the code quality of my last 3 commits"

Agent runs:

bash "$SKILL_DIR/scripts/vibe-check.sh" --diff HEAD~3

Output: Scorecard focused only on recently changed files.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: cacheforge-ai
• Source: cacheforge-ai/cacheforge-skills
• License: MIT
• Homepage: https://clawhub.com

Install and usage instructions live in the source repository linked above.