LLM Torch Profiler Analysis
sgl-project/sglang
Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.
verl-omni commit message + PR conventions and the mandatory contribution policy.
$ npx skills add verl-project/verl-omni --skill commit-and-pr -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install verl-project/verl-omni commit-and-pr --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/verl-project/verl-omni.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/commit-and-pr .claude/skills/commit-and-pr && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "commit-and-pr" agent skill from https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-pr into .claude/skills/commit-and-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commit-and-pr", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-prType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add verl-project/verl-omni --skill commit-and-pr -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install verl-project/verl-omni commit-and-pr --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/verl-project/verl-omni.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/commit-and-pr .agents/skills/commit-and-pr && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "commit-and-pr" agent skill from https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-pr into .agents/skills/commit-and-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commit-and-pr", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add verl-project/verl-omni --skill commit-and-pr -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install verl-project/verl-omni commit-and-pr --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/verl-project/verl-omni.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/commit-and-pr .cursor/skills/commit-and-pr && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "commit-and-pr" agent skill from https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-pr into .cursor/skills/commit-and-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commit-and-pr", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/verl-project/verl-omni.git --path .agents/skills/commit-and-pr--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add verl-project/verl-omni --skill commit-and-pr -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install verl-project/verl-omni commit-and-pr --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/verl-project/verl-omni.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/commit-and-pr .gemini/skills/commit-and-pr && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "commit-and-pr" agent skill from https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-pr into .gemini/skills/commit-and-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commit-and-pr", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install verl-project/verl-omni commit-and-prInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add verl-project/verl-omni --skill commit-and-pr -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/verl-project/verl-omni.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/commit-and-pr .github/skills/commit-and-pr && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "commit-and-pr" agent skill from https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-pr into .github/skills/commit-and-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commit-and-pr", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add verl-project/verl-omni --skill commit-and-pr -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install verl-project/verl-omni commit-and-pr --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/verl-project/verl-omni.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/commit-and-pr .opencode/skills/commit-and-pr && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "commit-and-pr" agent skill from https://github.com/verl-project/verl-omni/tree/main/.agents/skills/commit-and-pr into .opencode/skills/commit-and-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commit-and-pr", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
commit-and-prverl-omni commit message + PR conventions and the mandatory contribution policy.
Commit And PR is an agent skill from verl-project/verl-omni. verl-omni commit message + PR conventions and the mandatory contribution policy. MUST load before any git commit or PR creation -- enforces the [{modules}] {type}: {description} title format, commit trailers, duplicate-work checks, and AI-assistance disclosure.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Commit messages. It works with vLLM. The repository describes itself as: Multimodal RL training framework for diffusion & omni models. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6195598. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
ghgitclaudeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use gh and git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Commit And PR loads about 1.4k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 490 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from verl-project/verl-omni at commit 6195598, republished under its Apache-2.0 licence (© verl-project). 490 words, ~1,422 tokens.
.claude/skills/commit-and-pr/SKILL.md (or your agent's skills folder).How to commit and open PRs in verl-project/verl-omni. Load this before any
commit or PR. The rules here come from AGENTS.md / CLAUDE.md and are
enforced by maintainers — breaching them can result in banning.
git commit in this repo.Before proposing a PR, run the duplicate-work checks:
gh issue view <issue_number> --repo verl-project/verl-omni --comments
gh pr list --repo verl-project/verl-omni --state open --search "<issue_number> in:body"
gh pr list --repo verl-project/verl-omni --state open --search "<short area keywords>"[{modules}] {type}: {description}tests/special_sanity/check_pr_title.py, not AGENTS.md — it accepts the official
AGENTS.md set (vllm_omni, diffusion, omni, rollout, trainer, reward,
model, algo, fsdp, ray, worker, data, cfg, ckpt, doc, ci,
tests, docker, misc) plus training_utils, single_controller,
recipe, perf, env, tool. Prefer the official set; the extras are real
(recipe for examples/ work, perf for perf changes). Anything outside the
validator's list fails the check.feat, fix, refactor, chore, test.[BREAKING] if it breaks any API (CLI args, config, signatures) — placed
immediately before the module bracket: [BREAKING][cfg] refactor: ..., not
[cfg] [BREAKING] ... (the validator only strips a leading [BREAKING]).[N/N] (single digits only), e.g.
[1/N][omni] feat: .... Combined with [BREAKING] the order is
[N/N][BREAKING][module].| Path | Module |
|---|---|
verl_omni/pipelines/ | diffusion |
verl_omni/pipelines/qwen3_omni/ | omni |
verl_omni/trainer/ | trainer |
verl_omni/trainer/config/, */config/ | cfg |
verl_omni/utils/reward_score/, verl_omni/reward_loop/ | reward |
verl_omni/workers/rollout/ | rollout |
verl_omni/workers/ | worker |
verl_omni/models/ | model |
verl_omni/utils/vllm_omni/ | vllm_omni |
docs/ | doc |
tests/ | tests |
.github/, CI | ci |
docker/ | docker |
[reward] feat: add pickscore visual reward
[diffusion, cfg] feat: add teacher-anchored distillation losses for OPD
[omni] fix: correct attention mask for Qwen3-Omni text+image inputs
[tests] test: cover qwen-image DPO adapter guidance branching on CPU
[BREAKING][cfg] refactor: rename guidance_scale to cfg_scaleReal history to match style: [trainer, algo, cfg] feat: ...,
[diffusion, cfg, tests] feat: ..., [1/N][omni] feat: ....
Body explains why, not what. Wrap ~72 chars. For AI-assisted commits, add an explicit disclosure line in the body and attribution trailers (this is the actual repo convention — see recent history):
[reward] feat: add pickscore visual reward
Add a PickScore-based scorer routed via default_compute_score_image so
flow-GRPO runs can optimize human-preference reward.
AI assistance (<your tool name>) was used for this change.
Co-authored-by: <your tool name>
Signed-off-by: Your Name <your.email@example.com>The Co-authored-by trailer names the assisting tool actually used —
substitute your own tool name, do not copy Claude Code verbatim unless
you are Claude Code. Signed-off-by with a real name/email is required.
The PR body must include:
Ensure hooks pass before committing (pre-commit install once). If you touched
config dataclasses, run scripts/generate_trainer_config.sh and commit the
regenerated _generated_*.yaml (see config rule).
check_pr_title.py, or an invalid type.[BREAKING] after the module bracket ([cfg] [BREAKING]) instead of before it._generated_*.yaml.© verl-project, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/commit-and-pr of verl-project/verl-omni.
Open the folder on GitHubat commit 6195598
Commit And PR next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Commit And PR this skillverl-project/verl-omni | 1.2k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| LLM Torch Profiler Analysissgl-project/sglang | 37k | 2 repos | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Debug Sessionai-dynamo/dynamo | 8.2k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Contextual Commit Messagesyamadashy/repomix | 29k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| React Router Release Notes Prepremix-run/react-router | 57k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Caveman Commitvishiri/fantasia-archive | 409 | 13 repos | ~642 | Automated safety check: Pass | GPL-3.0 |
sgl-project/sglang
Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.
ai-dynamo/dynamo
Sets up a structured debugging session for a Dynamo bug — pull the report from a Linear ticket, GitHub issue, or pasted text, capture the environment, create a persistent worklog markdown file, and…
yamadashy/repomix
Writes Conventional Commits whose bodies carry action lines recording the intent, decisions and constraints behind a change, not only what changed.
remix-run/react-router
Polishes pending React Router change files before the versioning scripts run, and decides whether a long-form What's Changed section is warranted.
vishiri/fantasia-archive
Ultra-compressed commit message generator. An agent skill from vishiri/fantasia-archive.
microsoft/garnet
Checks that a pull request's title and description match its implementation and reviews the code for Garnet best practices, reporting findings without posting them.
verl-project/verl-omni
Router for adding a diffusion or omni pipeline to verl-omni.
verl-project/verl-omni
Guide for adding a new reward scorer to verl-omni and wiring it into a run.
verl-project/verl-omni
Route a verl-omni performance investigation to the right tool and capture a usable trace.
verl-project/verl-omni
How to write and run verl-omni CPU tests (testoncpu.py) that exercise adapters, rewards, and configs without a GPU or model weights.
verl-project/verl-omni
Review your own verl-omni branch against the project rubric before opening or updating a PR.
verl-project/verl-omni
Route verl-omni training/inference consistency checks through MindStudio's MSProbe collection and root-cause analysis skills.
Works with
Categories
verl-omni commit message + PR conventions and the mandatory contribution policy. Commit And PR is an agent skill from verl-project/verl-omni. verl-omni commit message + PR conventions and the mandatory contribution policy.
Commit And PR fits situations like: tasks that involve Commit messages.
Run `npx skills add verl-project/verl-omni --skill commit-and-pr -a claude-code`. Or copy the skill folder (.agents/skills/commit-and-pr in verl-project/verl-omni) into .claude/skills/commit-and-pr in your project. Claude Code loads it when a task matches its description.
Run `npx skills add verl-project/verl-omni --skill commit-and-pr -a codex`. Or copy the skill folder (.agents/skills/commit-and-pr in verl-project/verl-omni) into .agents/skills/commit-and-pr in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add verl-project/verl-omni --skill commit-and-pr -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/commit-and-pr, .gemini/skills/commit-and-pr, .github/skills/commit-and-pr and .opencode/skills/commit-and-pr in your project.
Going by SKILL.md and its folder, Commit And PR needs the command-line tools its instructions call (gh, git and claude). Our summary lists: Docker.
SKILL.md contains no URLs. Its commands use gh and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Commit And PR is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Commit And PR: LLM Torch Profiler Analysis (sgl-project/sglang, 37k stars), Debug Session (ai-dynamo/dynamo, 8.2k stars), Contextual Commit Messages (yamadashy/repomix, 29k stars) and React Router Release Notes Prep (remix-run/react-router, 57k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
verl-project (a GitHub organization) maintains it in verl-project/verl-omni, which has 1,196 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 8, 2026.
Source: verl-project/verl-omni on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.