Skyvern Version Bump
Skyvern-AI/skyvern
Walks through a Skyvern open-source release bump: update the version, rebuild the Python and TypeScript SDKs with Fern, commit, and open a pull request.
Persist the current loop stage with the real git CLI when the end-turn hook says invoke.
Install Persist ML Git
$ npx skills add probabl-ai/skills --skill persist-ml-git -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install probabl-ai/skills persist-ml-git --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/probabl-ai/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/persist-ml-git .claude/skills/persist-ml-git && 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 "persist-ml-git" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/persist-ml-git into .claude/skills/persist-ml-git/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "persist-ml-git", 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/probabl-ai/skills/tree/main/skills/persist-ml-gitType 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 probabl-ai/skills --skill persist-ml-git -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install probabl-ai/skills persist-ml-git --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/persist-ml-git .agents/skills/persist-ml-git && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "persist-ml-git" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/persist-ml-git into .agents/skills/persist-ml-git/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "persist-ml-git", 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 probabl-ai/skills --skill persist-ml-git -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install probabl-ai/skills persist-ml-git --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/persist-ml-git .cursor/skills/persist-ml-git && 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 "persist-ml-git" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/persist-ml-git into .cursor/skills/persist-ml-git/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "persist-ml-git", 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/probabl-ai/skills.git --path skills/persist-ml-git--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 probabl-ai/skills --skill persist-ml-git -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install probabl-ai/skills persist-ml-git --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/persist-ml-git .gemini/skills/persist-ml-git && 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 "persist-ml-git" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/persist-ml-git into .gemini/skills/persist-ml-git/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "persist-ml-git", 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 probabl-ai/skills persist-ml-gitInstalls 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 probabl-ai/skills --skill persist-ml-git -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/persist-ml-git .github/skills/persist-ml-git && 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 "persist-ml-git" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/persist-ml-git into .github/skills/persist-ml-git/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "persist-ml-git", 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 probabl-ai/skills --skill persist-ml-git -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install probabl-ai/skills persist-ml-git --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/persist-ml-git .opencode/skills/persist-ml-git && 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 "persist-ml-git" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/persist-ml-git into .opencode/skills/persist-ml-git/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "persist-ml-git", 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.
Facts
- Skill name
persist-ml-git- GitHub stars
- 137
- Token cost
- ~683 tokens
- SKILL.md length
- 377 words
- Files
- 2
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- BSD-3-Clause
At a glance
Persist the current loop stage with the real git CLI when the end-turn hook says invoke.
- Works in 6 steps: If action is skip, stop. Do not nag.… → If reason is resolve-dotfiles and… → If review_paths is non-empty, ask once… → …
- After python -m skoreskills git end-turn --stage <stage returns action invoke
- Calls git and python
- The user asks to commit this turns work
What it does
Persist ML Git is an agent skill from probabl-ai/skills. Persist the current loop stage with the real git CLI when the end-turn hook says invoke. Trigger after python -m skoreskills git end-turn --stage <stage returns action invoke, or when the user asks to commit this turn's work.
Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `evals/evals.json`).
It sits in Development, covering Git workflow. It works with Git and Python. The repository describes itself as: Tabular Data Science Skills for guardrailing AI Agents. The licence is BSD-3-Clause.
When your agent uses it
- After python -m skoreskills git end-turn --stage <stage returns action invoke
- The user asks to commit this turns work
Example prompts
- “/persist-ml-git”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- If action is skip, stop. Do not nag. Load triage-ml-task
- If reason is resolve-dotfiles and ambiguous_dotfiles is
- If review_paths is non-empty, ask once which of those paths
- Run git status. Stage only non-secret paths that are not
- Commit with a one-line subject from this turn's files and
- Load triage-ml-task if installed, else stop.
What it can do on your machine
Read from SKILL.md and the folder at commit 73564e4. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
gitpython
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Persist ML Git loads about 683 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 377 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.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:21
`.env` or `.skore`. If `ambiguous_dotfiles` is empty or `reason` - NoteMentions a .env fileSKILL.md:36
next JSON. Never `--keep` `.env` or `.skore`. If - NoteMentions a .env fileSKILL.md:47
`.env` or `.skore`.
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.
SKILL.md
The full file from probabl-ai/skills at commit 73564e4, republished under its BSD-3-Clause licence (© probabl-ai). 377 words, ~683 tokens.
Download SKILL.mdSave it as
.claude/skills/persist-ml-git/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- persist-ml-git
- description
- Persist the current loop stage with the real git CLI when the end-turn hook says invoke. Trigger after `python -m skore_skills git end-turn --stage <stage>` returns action invoke, or when the user asks to commit this turn's work.
Persist ML Git
The hook already ran this turn. Follow its JSON. Run git yourself.
- If
actionisskip, stop. Do not nag. Loadtriage-ml-taskif installed, else stop. - If
reasonisresolve-dotfilesandambiguous_dotfilesis non-empty, ask once which hidden paths to keep. Thenpython -m skore_skills git ignore-merge --decideplus--keep <path>for each chosen path (no--keepif they keep none). Do not re-ask names gone from the next JSON. Never keep.envor.skore. Ifambiguous_dotfilesis empty orreasonispersist, do not ask about hidden paths. Exit code 2 fromgit ignore-mergeis the structureddotfile decision requiredoutcome, not a generic command failure: read its JSON, ask the decision, and rerun with--decide. - If
review_pathsis non-empty, ask once which of those paths to keep tracked. List each JSONpathandkind, and say that the rest are ignored. Thenpython -m skore_skills git review-decidewith--keep <path>for each chosen path and--ignore <path>for every other path in the list (no--keepif they keep none). Pass a folder path through with its trailing slash so the ignore line is that folder. Copy paths and kinds from the JSON; do not invent them. Do not re-ask paths gone from the next JSON. Never--keep.envor.skore. Ifreview_pathsis empty, do not ask about file size, artifacts, or datasets. Do this whenreasonisresolve-review, and also after step 2 whenreasonisresolve-dotfilesand that payload listsreview_paths. Exit code 2 fromgit revieworgit review-decideis the structuredreview decision requiredoutcome, not a generic command failure: read its JSON, ask the decision, and rerunreview-decide. - Run
git status. Stage only non-secret paths that are not still listed inreview_paths:git add -- <paths>. Never.envor.skore. - Commit with a one-line subject from this turn's files and
intent:
git commit -m "…". Do not use a canned stage slogan. - Load
triage-ml-taskif installed, else stop.
Show full SKILL.md (44 more words)Show less
Stop conditions
- Do not
git push, amend, rebase, orgit config. - Do not invent a commit when the hook was
skip(off,unanswered,no_repo,clean). - Do not call
python -m skore_skills git end-turn --stage <stage>to perform the commit; that command only prints facts.
© probabl-ai, BSD-3-Clause. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/persist-ml-git of probabl-ai/skills.
- SKILL.md
- evals/evals.json
Open the folder on GitHubat commit 73564e4
Compare with similar skills
Persist ML Git 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 |
|---|---|---|---|---|---|---|
| Persist ML Git this skillprobabl-ai/skills | 137 | — | ~683 | Automated safety check: Notes | BSD-3-Clause | |
| Skyvern Version BumpSkyvern-AI/skyvern | 23k | — | ~1k | Automated safety check: Notes | AGPL-3.0 | |
| Saleor Commit Workflowsaleor/saleor | 23k | — | ~575 | Automated safety check: Pass | BSD-3-Clause | |
| pybind11 Release Preparationpybind/pybind11 | 18k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| pybind11 Release Publicationpybind/pybind11 | 18k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Git History Bug Auditben-manes/caffeine | 18k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Saleor Commit Workflow
saleor/saleor
Commits changes in the Saleor codebase and works through pre-commit hook failures from ruff, mypy, the GraphQL schema check and the migrations check.
pybind11 Release Preparation
pybind/pybind11
Opens the pybind11 release-preparation pull request: picking the release base, bumping the version in common.h and integrating the changelog, following docs/release.rst.
pybind11 Release Publication
pybind/pybind11
Walks a maintainer through publishing a pybind11 release after the preparation PR merges, with preflight checks, confirmations before each push and a GitHub release.
Git History Bug Audit
ben-manes/caffeine
Audits a module by walking its git history commit by commit, tracking unresolved issues forward, and reporting the ones that survive to HEAD as findings.
- Official
Adk Git
google/adk-python
Writes commit messages and pull request descriptions for the adk-python repository: Conventional Commits types and scopes, subject lines that say why a change was made, and the linked-issue and…
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Questions about Persist ML Git
What does Persist ML Git do?
Persist the current loop stage with the real git CLI when the end-turn hook says invoke. Persist ML Git is an agent skill from probabl-ai/skills. Persist the current loop stage with the real git CLI when the end-turn hook says invoke.
When should I use Persist ML Git?
Persist ML Git fits situations like: after python -m skoreskills git end-turn --stage <stage returns action invoke; the user asks to commit this turns work.
How do I install Persist ML Git in Claude Code?
Run `npx skills add probabl-ai/skills --skill persist-ml-git -a claude-code`. Or copy the skill folder (skills/persist-ml-git in probabl-ai/skills) into .claude/skills/persist-ml-git in your project. Claude Code loads it when a task matches its description.
How do I install Persist ML Git in Codex?
Run `npx skills add probabl-ai/skills --skill persist-ml-git -a codex`. Or copy the skill folder (skills/persist-ml-git in probabl-ai/skills) into .agents/skills/persist-ml-git in your project. Codex loads it when a task matches its description.
Can I use Persist ML Git in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add probabl-ai/skills --skill persist-ml-git -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/persist-ml-git, .gemini/skills/persist-ml-git, .github/skills/persist-ml-git and .opencode/skills/persist-ml-git in your project.
What does Persist ML Git need to run?
Going by SKILL.md and its folder, Persist ML Git needs the command-line tools its instructions call (git and python). Our summary lists: Python 3.
Does Persist ML Git access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Persist ML Git safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Persist ML Git use?
Persist ML Git is published under the BSD-3-Clause licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Persist ML Git use?
About 683 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Persist ML Git?
Skills that share tags, products or a category with Persist ML Git: Skyvern Version Bump (Skyvern-AI/skyvern, 23k stars), Saleor Commit Workflow (saleor/saleor, 23k stars), pybind11 Release Preparation (pybind/pybind11, 18k stars) and pybind11 Release Publication (pybind/pybind11, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Persist ML Git?
probabl-ai (a GitHub organization) maintains it in probabl-ai/skills, which has 137 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 7, 2026.
Source: probabl-ai/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.