LLaVA-OneVision-2 is an openly released multimodal AI model and training framework that processes images, long-form video, and spatial information. Researchers use it to train, evaluate, and reproduce vision-language models with the project’s released data, encoders, checkpoints, and training records. The catalogue skills support work with this model and its training resources.
Borrowing it
Nothing to install: this file belongs to EvolvingLMMs-Lab/LLaVA-OneVision-2. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/EvolvingLMMs-Lab/LLaVA-OneVision-2/main/.opencode/skills/commit-message/SKILL.mdgit clone --depth 1 https://github.com/EvolvingLMMs-Lab/LLaVA-OneVision-2Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/evolvinglmms-lab/llava-onevision-2/commit-message)<a href="https://agentmods.dev/skills/evolvinglmms-lab/llava-onevision-2/commit-message"><img src="https://agentmods.dev/badge/skills/evolvinglmms-lab/llava-onevision-2/commit-message/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/evolvinglmms-lab/llava-onevision-2/commit-message"><img src="https://agentmods.dev/badge/skills/evolvinglmms-lab/llava-onevision-2/commit-message.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00017 | $0.01879 |
| Opus 5.5 | $0.00007 | $0.00752 |
| Sonnet 5.5 | $0.00003 | $0.00376 |
| Haiku 4.5 | $0.00002 | $0.00188 |
Grade A, and why
commit-message scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 209 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Purpose
Use this skill when writing git commit messages. It enforces a formal Conventional Commits style suitable for open-source collaboration and future changelog generation, while still keeping messages aligned with this repository's tone.
Format
<type>: <subject>
- Default style: formal Conventional Commits (
feat:,fix:,docs:,test:,chore:, etc.) - No scope parentheses by default — this repo usually does not use
type(scope):style; add a scope only if the user explicitly asks - Subject: imperative mood, lowercase first word, no trailing period, max ~72 chars
- Body (optional): blank line after subject, wrap at 72 chars, explain why not what
Types
| Type | When to use | Example |
|---|---|---|
feat |
New user-visible feature or capability | feat: add packed SFT dataset assembly workflow |
fix |
Bug fix | fix: prevent cross-sample attention leakage in packed runs |
docs |
Documentation, README, guides, skills, comments-only docs | docs: explain cu_lengths attention boundaries |
test |
Tests, fixtures, consistency checks, validation scripts | test: add HF/Megatron consistency checks for PP=2 |
refactor |
Code restructuring, no behavior change | refactor: move patch position block layout into task encoder |
chore |
Maintenance, internal cleanup, generated metadata, repo hygiene | chore: remove internal-only skill references |
perf |
Performance improvement without behavior change | perf: reduce token length scan overhead |
build |
Build system, dependencies, Docker, packaging | build: update flash attention to v2.7.0 |
ci |
CI/CD configuration and automation | ci: add packed dataset smoke test job |
style |
Formatting-only changes, no code behavior change | style: format offline packing scripts |
Notes:
featandfixare strongly preferred for code changes- Use
docsfor skill files under.opencode/skills/ - Avoid legacy bare messages like
updated,missing _extra_state, oradd OV2 SPunless the user explicitly asks to preserve old repo style RevertandMergeare generated by git — don't manually write these types
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 209 lines · 17 tokens per session scan A 4704874cb02a
commit-message is a skill published in the GitHub repository EvolvingLMMs-Lab/LLaVA-OneVision-2 (1,232 stars, last pushed yesterday), licensed Apache-2.0. It adds 17 tokens to every session and 1,879 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
commit-message compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| commit-messageEvolvingLMMs-Lab/LLaVA-OneVision-2 | Skill | 1.2k | yesterday | Apache-2.0 | A | 17 | OpenCode |
| caveman-commitJuliusBrussee/caveman | Skill | 118k | yesterday | Apache-2.0 | A | 38 | Claude Code |
| contextual-commityamadashy/repomix | Skill | 29k | yesterday | MIT | A | 62 | Claude Code, Codex |
| resolve-publishomnigent-ai/omnigent | Skill | 11k | yesterday | Apache-2.0 | A | 21 | Claude Code, Codex |
| feature-publishomnigent-ai/omnigent | Skill | 11k | yesterday | Apache-2.0 | A | 24 | Claude Code, Codex |
| ci-commithumanlayer/humanlayer | Skill | 13k | yesterday | Apache-2.0 | A | 16 | Claude Code |
| meta-pre-commit-quality-gateopensquilla/opensquilla | Skill | 7.1k | 6d ago | Apache-2.0 | A | 68 | Claude Code, Codex |