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.
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:
# 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:
# 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
# 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:
- Check quorum (80% minimum must return)
- Apply severity escalation (if ANY agent reports CRITICAL → final is CRITICAL)
- Deduplicate findings by file:line (±5 lines tolerance)
- Track agreement per finding (e.g., "3/6 agents found this")
- 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
# 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:
- Overall grade
- Gate decision (PASS/BLOCK)
- Critical and high findings (if any)
- 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:
# 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 found1: Secrets detected (blocks gate)
Integration: Run prescan before full vibe validation to catch secrets early.
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