Senior ML Engineer
davila7/claude-code-templates
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.
“how to use the edit command properly”
$ npx skills add omegaml/omegaml --skill edit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install omegaml/omegaml edit --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/omegaml/omegaml.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/edit .claude/skills/edit && 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 "edit" agent skill from https://github.com/omegaml/omegaml/tree/master/.agents/skills/edit into .claude/skills/edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edit", 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/omegaml/omegaml/tree/master/.agents/skills/editType 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 omegaml/omegaml --skill edit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install omegaml/omegaml edit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omegaml/omegaml.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/edit .agents/skills/edit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "edit" agent skill from https://github.com/omegaml/omegaml/tree/master/.agents/skills/edit into .agents/skills/edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edit", 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 omegaml/omegaml --skill edit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install omegaml/omegaml edit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omegaml/omegaml.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/edit .cursor/skills/edit && 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 "edit" agent skill from https://github.com/omegaml/omegaml/tree/master/.agents/skills/edit into .cursor/skills/edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edit", 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/omegaml/omegaml.git --path .agents/skills/edit--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 omegaml/omegaml --skill edit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install omegaml/omegaml edit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omegaml/omegaml.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/edit .gemini/skills/edit && 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 "edit" agent skill from https://github.com/omegaml/omegaml/tree/master/.agents/skills/edit into .gemini/skills/edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edit", 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 omegaml/omegaml editInstalls 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 omegaml/omegaml --skill edit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/omegaml/omegaml.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/edit .github/skills/edit && 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 "edit" agent skill from https://github.com/omegaml/omegaml/tree/master/.agents/skills/edit into .github/skills/edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edit", 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 omegaml/omegaml --skill edit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install omegaml/omegaml edit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omegaml/omegaml.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/edit .opencode/skills/edit && 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 "edit" agent skill from https://github.com/omegaml/omegaml/tree/master/.agents/skills/edit into .opencode/skills/edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edit", 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.
editEdit is a skill in omegaml/omegaml (107 stars). Its SKILL.md is about 206 tokens. Licence: Apache-2.0.
Read from SKILL.md and the folder at commit 938a19b. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Edit loads about 206 tokens when it runs. Until then it costs about 10 tokens; SKILL.md has 70 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 omegaml/omegaml at commit 938a19b, republished under its Apache-2.0 licence (© omegaml). 70 words, ~206 tokens.
.claude/skills/edit/SKILL.md (or your agent's skills folder).editsThe edits argument for the edit tool must be a proper JSON array, not a stringified version.
{
"path": "/workspace/example.txt",
"edits": [
{
"oldText": "old content",
"newText": "new content"
}
]
}{
"path": "/workspace/example.txt",
"edits": "{\"oldText\": \"old content\", \"newText\": \"new content\"}"
}When passing the edits argument, ensure it's structured as a JSON array of edit objects with oldText and newText properties. If you're constructing this programmatically, make sure to pass the actual JSON array rather than a string representation of that array.
© omegaml, 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/edit of omegaml/omegaml.
Open the folder on GitHubat commit 938a19b
Edit 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 |
|---|---|---|---|---|---|---|
| Edit this skillomegaml/omegaml | 107 | — | ~206 | Automated safety check: Pass | Apache-2.0 | |
| Senior ML Engineerdavila7/claude-code-templates | 32k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | |
| ML EngineerRightNow-AI/openfang | 18k | — | ~987 | Automated safety check: Pass | Apache-2.0 | |
| Databricks ML Trainingdatabricks/databricks-agent-skills | 345 | — | ~4.6k | Automated safety check: Pass | Custom licence | |
| ML Model Trainingsecondsky/claude-skills | 227 | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| AI ML Engineertheneoai/awesome-skills | 183 | — | ~2.9k | Automated safety check: Pass | MIT |
davila7/claude-code-templates
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.
RightNow-AI/openfang
Machine learning engineer expert for PyTorch, scikit-learn, model evaluation, and MLOps
databricks/databricks-agent-skills
Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills.
secondsky/claude-skills
Train ML models with scikit-learn, PyTorch, TensorFlow. An agent skill from secondsky/claude-skills.
theneoai/awesome-skills
Expert AI/ML Engineer with deep MLOps expertise. An agent skill from theneoai/awesome-skills.
Orchestra-Research/AI-Research-SKILLs
Scales PyTorch, TensorFlow and Hugging Face training from a single GPU to multi-node clusters with Ray Train, including Ray Tune sweeps and checkpoint recovery.
Run `npx skills add omegaml/omegaml --skill edit -a claude-code`. Or copy the skill folder (.agents/skills/edit in omegaml/omegaml) into .claude/skills/edit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add omegaml/omegaml --skill edit -a codex`. Or copy the skill folder (.agents/skills/edit in omegaml/omegaml) into .agents/skills/edit 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 omegaml/omegaml --skill edit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/edit, .gemini/skills/edit, .github/skills/edit and .opencode/skills/edit in your project.
SKILL.md names no scripts, command-line tools or credentials: Edit is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Edit 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 206 tokens (SKILL.md is roughly 824 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 Edit: Senior ML Engineer (davila7/claude-code-templates, 32k stars), ML Engineer (RightNow-AI/openfang, 18k stars), Databricks ML Training (databricks/databricks-agent-skills, 345 stars) and ML Model Training (secondsky/claude-skills, 227 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
omegaml (a GitHub user) maintains it in omegaml/omegaml, which has 107 GitHub stars. The repository was last updated on October 6, 2026.
Source: omegaml/omegaml on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.