hsliuustc0106/vllm-omni-pre-check
skills/vllm-omni-pre-check/SKILL.md
Use before submitting a PR to vllm-project/vllm-omni — self-check the branch against project conventions, catch dead code, verify accuracy/performance claims, and confirm merge readiness. Use when the user says "pre-check", "self review", "pre-submit check", or "check my PR before I open it."
$ install --global
skillsauthnpx skillsauth add hsliuustc0106/vllm-omni-skills vllm-omni-pre-checkInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 29, 2026, 2:31 AM124.8s2 files scanned
SKILL.md
- name:
- vllm-omni-pre-check
- description:
- Use before submitting a PR to vllm-project/vllm-omni — self-check the branch against project conventions, catch dead code, verify accuracy/performance claims, and confirm merge readiness. Use when the user says "pre-check", "self review", "pre-submit check", or "check my PR before I open it.
vLLM-Omni Pre-Check
Self-review your branch before creating a PR. Two modes: quick catches showstoppers, full does a thorough maintainer-grade review. Never posts to GitHub.
Mode Selection
| Mode | When | Time | |------|------|------| | Quick | About to push, final sanity check | ~3 min | | Full | Ready for review, want maintainer-level scan | ~10 min |
Default to quick if unsure. Run full before marking a PR "ready for review."
Workflow
Step 1: Detect Base Branch
BASE=$(git merge-base HEAD origin/main 2>/dev/null || git merge-base HEAD main 2>/dev/null)
git diff --name-only ${BASE}...HEAD
If no base is found, use main.
Step 2: Categorize the PR
| Diff contains | PR type |
|---------------|---------|
| New files under vllm_omni/model_executor/models/<name>/ | New Model |
| Changes to vllm_omni/diffusion/ | Diffusion Model |
| [Perf] in branch name, or benchmark/throughput changes | Performance |
| [Bugfix] or [Bug] in branch name, or single-file fix | Bug Fix |
| Everything else | General |
Step 3: Run Checklist
Ask: "Quick mode or full mode?" Then walk the checklist for the detected PR type.
The full item-by-item checklists are in references/checklists.md. Each item produces ✓, ✗, or ⚠.
New Model PRs — also load model-addition-checklist.md for detailed dimensions 2 (dead code), 3 (copy-paste), 7 (accuracy), 8 (perf), 9 (benchmark).
Step 4: Print Report
Pre-check report for <branch>
Mode: quick | full
Type: <new-model | bug-fix | perf | general>
Dimension Result
───────────────── ──────
PR desc integrity ✓
Registry/config ✓
Dead code ⚠ 2 warnings
Accuracy ✓
Benchmark ✗ missing software versions
Verdict: 1 blocking | 2 warnings | recommend fixing ✗ before PR
Severity:
| Mark | Meaning | |------|---------| | ✗ | Blocking — fix before opening PR | | ⚠ | Warning — consider fixing | | ✓ | Pass | | — | Skipped (not applicable) |
Step 5: Stop
Do not post comments, open PRs, or modify files. The report is for the contributor's terminal only.
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