sniper-check
SkillAI & modelsUse 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.
No other account needed.
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.
| Feature | Detail |
|---|---|
| Context | Forked (isolated sub-agent) |
| Agent | sniper (Sonnet) |
| Phases | 6-phase code-quality workflow |
| Result | Only final report returns to parent |
When to Use
| Scenario | Use |
|---|---|
| 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:
- PHASE 1+2 (PARALLEL): Launch both in parallel:
explore-codebase(Haiku) → Architecture discoveryresearch-expert(Sonnet) → Documentation verification
- PHASE 3: Grep all usages → Impact analysis
- PHASE 4: Run linters → Detect errors
- PHASE 5: Apply corrections → Minimal changes
- PHASE 6: Re-run linters → Zero errors
CRITICAL: Phases 1+2 must run in PARALLEL (two Task calls in one message).
Critical Rules
| Rule | Reason |
|---|---|
| Never skip phases 1+2 | Documentation-backed fixes only |
| Always run phases in order | Dependencies between phases |
| Zero linter errors | Non-negotiable exit criteria |
| Minimal changes only | Smallest 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