Agent skill

vibe

Talos-class comprehensive code validation. Use for "validate code", "run vibe", "check quality", "security review", "architecture review", "accessibility audit", "complexity check", or any validation need. One skill to validate them all.

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/vibe-boshu2-agentops

SKILL.md

Vibe Skill

Quick Ref: Validate code across 8 aspects (security, quality, architecture, etc). Output: .agents/vibe/*.md + grade A-F.

YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.

Comprehensive code validation across 8 quality aspects.

Execution Steps

Given /vibe [target]:

Step 1: Load Vibe-Coding Science

Read the vibe-coding reference:

Tool: Read
Parameters:
  file_path: skills/vibe/references/vibe-coding.md

This gives you:

  • Vibe Levels (L0-L5 trust calibration)
  • 5 Core Metrics and thresholds
  • 12 Failure Patterns to detect
  • Grade mapping

Step 1a: Pre-flight Checks

Before proceeding, verify we have work to validate:

bash
# Check if in git repo
git rev-parse --git-dir 2>/dev/null || echo "NOT_GIT"

If NOT_GIT and no explicit path provided, STOP with error:

"Not in a git repository. Provide explicit file path: /vibe path/to/files"

Step 2: Determine Target and Vibe Level

If target provided: Use it directly.

Classify the vibe level based on task type:

Task Type Vibe Level Depth
Format, lint L5 Skip
Boilerplate L4 Quick
CRUD, tests L3 Quick
Features L2 Deep
Architecture, security L1 Deep

If no target: Auto-detect from git state:

bash
# Check staged changes
git diff --cached --name-only 2>/dev/null | head -10

# Check unstaged changes
git diff --name-only 2>/dev/null | head -10

# Check recent commits
git log --oneline -5 --since="24 hours ago" 2>/dev/null

Use the first non-empty result. If nothing found, ask user.

Step 2a: Pre-flight Check - Files Exist

If auto-detected 0 files to review:

STOP and return:
  Grade: PASS
  Reason: "No changes detected to review"
  Action: None required

Do NOT proceed with empty file list - this wastes context.

Step 3: Get Changed Files

bash
# For "recent" target
git diff --name-only HEAD~3 2>/dev/null | head -20

# For specific path
ls -la <path>

Step 4: Read the Files

Use the Read tool to read each changed file. Understand what the code does.

Step 5: Validate 8 Aspects

For each file, check:

Aspect What to Look For
Semantic Does code match docstrings? Misleading names?
Security SQL injection, XSS, hardcoded secrets, auth issues
Quality Dead code, copy-paste, magic numbers, code smells
Architecture Layer violations, circular deps, god classes
Complexity Deep nesting, long functions, too many params
Performance N+1 queries, unbounded loops, resource leaks
Slop AI hallucinations, cargo cult code, over-engineering
Accessibility Missing ARIA, keyboard nav issues, contrast

Step 6: Dispatch Expert Agents (for deep validation)

For comprehensive validation, dispatch 6 specialized agents in parallel (single message, 6 Task tool calls):

Tool: Task (ALL 6 IN PARALLEL)
Parameters:
  subagent_type: "agentops:security-reviewer"
  model: "haiku"
  description: "Security review"
  prompt: "Review these files for security issues: <file-list>"

Tool: Task
Parameters:
  subagent_type: "agentops:code-reviewer"
  model: "haiku"
  description: "Code quality review"
  prompt: "Review these files for quality issues: <file-list>"

Tool: Task
Parameters:
  subagent_type: "agentops:architecture-expert"
  model: "haiku"
  description: "Architecture review"
  prompt: "Review architecture and patterns in: <file-list>"

Tool: Task
Parameters:
  subagent_type: "agentops:code-quality-expert"
  model: "haiku"
  description: "Complexity review"
  prompt: "Check complexity and maintainability of: <file-list>"

Tool: Task
Parameters:
  subagent_type: "agentops:security-expert"
  model: "haiku"
  description: "Security deep dive"
  prompt: "Deep security analysis of: <file-list>"

Tool: Task
Parameters:
  subagent_type: "agentops:ux-expert"
  model: "haiku"
  description: "UX/Accessibility review"
  prompt: "Review UX and accessibility of: <file-list>"

Timeout handling: Per-agent timeout of 3 minutes (180000ms). If agent times out, continue with remaining results if quorum (80%) met. See .agents/specs/conflict-resolution-algorithm.md for synthesis rules.

Step 6a: Apply Conflict Resolution (for swarm results)

If multiple agents dispatched:

  1. Check quorum (80% minimum must return)
  2. Apply severity escalation (if ANY agent reports CRITICAL → final is CRITICAL)
  3. Deduplicate findings by file:line (±5 lines tolerance)
  4. Track agreement per finding (e.g., "3/6 agents found this")
  5. Compute weighted grade

If quorum not met: Report as INCOMPLETE, do not publish grade.

See: .agents/specs/conflict-resolution-algorithm.md

Step 7: Check for Failure Patterns

Detect the 12 failure patterns from vibe-coding science:

Pattern Detection Method
#1 Tests Lie Compare test output to actual behavior
#4 Debug Spiral Count consecutive fix commits
#5 Eldritch Horror Functions >500 lines
#6 Collision Multiple recent editors on same file

Step 8: Categorize Findings

Group findings by severity:

Severity Definition Gate
CRITICAL Security vulnerability, data loss risk BLOCKS
HIGH Significant bug, performance issue Should fix
MEDIUM Code smell, maintainability issue Worth noting
LOW Style, minor improvement Optional

Step 9: Compute Grade

Based on findings:

  • A: 0 critical, 0-2 high
  • B: 0 critical, 3-5 high
  • C: 0 critical, 6+ high OR 1 critical (fixed)
  • D: 1+ critical unfixed
  • F: Multiple critical, systemic issues

Step 10: Write Vibe Report

Write to: .agents/vibe/YYYY-MM-DD-<target>.md

markdown
# Vibe Report: <Target>

**Date:** YYYY-MM-DD
**Files Reviewed:** <count>
**Grade:** <A-F>

## Summary
<Overall assessment in 2-3 sentences>

## Gate Decision
[ ] PASS - 0 critical findings
[ ] BLOCK - <count> critical findings must be fixed

## Findings

### CRITICAL
1. **<File:Line>** - <Issue>
   - **Risk:** <what could happen>
   - **Fix:** <how to fix>

### HIGH
1. **<File:Line>** - <Issue>
   - **Fix:** <how to fix>

### MEDIUM
- <File:Line>: <brief issue>

## Aspects Summary
| Aspect | Status |
|--------|--------|
| Semantic | <OK/Issues> |
| Security | <OK/Issues> |
| Quality | <OK/Issues> |
| Architecture | <OK/Issues> |
| Complexity | <OK/Issues> |
| Performance | <OK/Issues> |
| Slop | <OK/Issues> |
| Accessibility | <OK/N/A> |

Step 11: Report to User

Tell the user:

  1. Overall grade
  2. Gate decision (PASS/BLOCK)
  3. Critical and high findings (if any)
  4. Location of full report

Key Rules

  • 0 CRITICAL = PASS - the gate rule
  • Evidence for every finding - cite file:line
  • Actionable fixes - tell them HOW to fix, not just what's wrong
  • Grade reflects reality - don't inflate or deflate
  • Write the report - always produce .agents/vibe/ artifact

Quick vs Deep

  • Quick (/vibe): Read files, check obvious issues
  • Deep (/vibe --deep): Dispatch expert agents for thorough review

Prescan Script

The vibe skill includes an automated prescan script at scripts/prescan.sh:

bash
# Run prescan for secret detection
./scripts/prescan.sh <target-path>

What it checks:

  • Hardcoded secrets (API keys, passwords, tokens)
  • AWS/GCP/Azure credentials
  • Private keys
  • Connection strings

Exit codes:

  • 0: No secrets found
  • 1: Secrets detected (blocks gate)

Integration: Run prescan before full vibe validation to catch secrets early.

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