sniper-check

SkillAI & models

Use when validating code quality after modifications. Runs sniper agent in isolated forked context for clean, fast validation.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the sniper-check skill

What this skill tells your AI

The instructions your AI receives, as published by fusengine/agents in plugins/ai-pilot/skills/sniper-check/SKILL.md and read by ahel’s review.

Target: $ARGUMENTS

Sniper Check

Overview

Quick code quality validation using the sniper agent in an isolated forked context. Executes the full 6-phase workflow without polluting the main conversation context.

FeatureDetail
ContextForked (isolated sub-agent)
Agentsniper (Sonnet)
Phases6-phase code-quality workflow
ResultOnly final report returns to parent

When to Use

ScenarioUse
After code modifications/sniper-check src/
Validate specific file/sniper-check path/to/file.ts
Full project check/sniper-check .
After refactoring/sniper-check src/components/

Workflow

Execute the mandatory 6-phase code-quality workflow:

  1. PHASE 1+2 (PARALLEL): Launch both in parallel:
    • explore-codebase (Haiku) → Architecture discovery
    • research-expert (Sonnet) → Documentation verification
  2. PHASE 3: Grep all usages → Impact analysis
  3. PHASE 4: Run linters → Detect errors
  4. PHASE 5: Apply corrections → Minimal changes
  5. PHASE 6: Re-run linters → Zero errors

CRITICAL: Phases 1+2 must run in PARALLEL (two Task calls in one message).


Critical Rules

RuleReason
Never skip phases 1+2Documentation-backed fixes only
Always run phases in orderDependencies between phases
Zero linter errorsNon-negotiable exit criteria
Minimal changes onlySmallest fix necessary

Report Format

Return a validation report with:

  • Architecture summary (from explore-codebase)
  • Documentation references (from research-expert)
  • Impact analysis table (usages, risk level)
  • Errors fixed (critical, high, medium, low)
  • SOLID compliance status
  • Final linter status (must be ZERO errors)

Signals

GitHub stars
25
Forks
4
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
sniper-check
Source
github.com/fusengine/agents