Nemo Rl Auto Research
NVIDIA/skills
Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery.
Automatically rollback changes from failed workflow phases using changes log files.
Install Rollback Changes
$ npx skills add maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install maslennikov-ig/claude-code-orchestrator-kit rollback-changes --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/maslennikov-ig/claude-code-orchestrator-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/rollback-changes .claude/skills/rollback-changes && 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 "rollback-changes" agent skill from https://github.com/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changes into .claude/skills/rollback-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rollback-changes", 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/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changesType 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 maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install maslennikov-ig/claude-code-orchestrator-kit rollback-changes --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/maslennikov-ig/claude-code-orchestrator-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/rollback-changes .agents/skills/rollback-changes && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rollback-changes" agent skill from https://github.com/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changes into .agents/skills/rollback-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rollback-changes", 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 maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install maslennikov-ig/claude-code-orchestrator-kit rollback-changes --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/maslennikov-ig/claude-code-orchestrator-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/rollback-changes .cursor/skills/rollback-changes && 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 "rollback-changes" agent skill from https://github.com/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changes into .cursor/skills/rollback-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rollback-changes", 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/maslennikov-ig/claude-code-orchestrator-kit.git --path .claude/skills/rollback-changes--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 maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install maslennikov-ig/claude-code-orchestrator-kit rollback-changes --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/maslennikov-ig/claude-code-orchestrator-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/rollback-changes .gemini/skills/rollback-changes && 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 "rollback-changes" agent skill from https://github.com/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changes into .gemini/skills/rollback-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rollback-changes", 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 maslennikov-ig/claude-code-orchestrator-kit rollback-changesInstalls 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 maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/maslennikov-ig/claude-code-orchestrator-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/rollback-changes .github/skills/rollback-changes && 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 "rollback-changes" agent skill from https://github.com/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changes into .github/skills/rollback-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rollback-changes", 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 maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install maslennikov-ig/claude-code-orchestrator-kit rollback-changes --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/maslennikov-ig/claude-code-orchestrator-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/rollback-changes .opencode/skills/rollback-changes && 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 "rollback-changes" agent skill from https://github.com/maslennikov-ig/claude-code-orchestrator-kit/tree/main/.claude/skills/rollback-changes into .opencode/skills/rollback-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rollback-changes", 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
rollback-changes- GitHub stars
- 260
- Token cost
- ~760 tokens
- SKILL.md length
- 217 words
- Files
- 2
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Automatically rollback changes from failed workflow phases using changes log files.
- Works in 7 steps: Read & Parse Changes Log → Request Confirmation (if required) → Restore Modified Files → …
- Workflows fail and need to restore previous state
- SKILL.md covers When to Use, Input, Changes Log Format and Process, plus 4 more sections
- Calls git and pnpm
What it does
Rollback Changes is an agent skill from maslennikov-ig/claude-code-orchestrator-kit. Automatically rollback changes from failed workflow phases using changes log files. Use when workflows fail and need to restore previous state, including file restoration, artifact cleanup, and command reversal. Use for error recovery after failed bug fixes, security patches, or refactoring operations.
Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `changes-log-schema.json`).
It sits in Development, covering Debugging and Refactoring. It works with Git. The repository describes itself as: 🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, security scanning, and dependency management. 19 slash commands, 6 MCP configs (600-5000…
When your agent uses it
- Workflows fail and need to restore previous state
- Including file restoration
- Artifact cleanup
- Command reversal
Example prompts
- “/rollback-changes”
Requirements
- Pre-approved tools (allowed-tools): Bash, Read, Write
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Read & Parse Changes Log
- Request Confirmation (if required)
- Restore Modified Files
- Delete Created Files
- Revert Commands
- Revert Git Commits
- Cleanup Artifacts
What it can do on your machine
Read from SKILL.md and the folder at commit 8c3b576. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWrite
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
gitpnpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git and pnpm, 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
Rollback Changes loads about 760 tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 217 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.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Write
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 217 words (~760 tokens).
“Rollback failed workflow phases by reading changes log and reversing tracked modifications.”
- name
- rollback-changes
- allowed-tools
- Bash, Read, Write
Files
SKILL.md and 1 other file in .claude/skills/rollback-changes of maslennikov-ig/claude-code-orchestrator-kit.
- SKILL.md
- changes-log-schema.json
Open the folder on GitHubat commit 8c3b576
Compare with similar skills
Rollback Changes 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 |
|---|---|---|---|---|---|---|
| Rollback Changes this skillmaslennikov-ig/claude-code-orchestrator-kit | 260 | — | ~760 | Automated safety check: Notes | Custom licence | |
| Nemo Rl Auto ResearchNVIDIA/skills | 3.6k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Semantic Szz AnalyzerArabelaTso/Skills-4-SE | 253 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Burla Parallel Dev ClustersBurla-Cloud/burla | 263 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Production Error Huntdifferent-ai/openwork | 24k | — | ~803 | Automated safety check: Pass | Custom licence | |
| Codexskills-directory/skill-codex | 1.5k | 3 repos | ~1.8k | Automated safety check: Pass | MIT |
Similar skills
- Official
Semantic Szz Analyzer
ArabelaTso/Skills-4-SE
Identify bug-introducing commits using semantic analysis that extends traditional SZZ algorithm.
Burla Parallel Dev Clusters
Burla-Cloud/burla
Sets up an isolated Burla dev cluster per git worktree so several agents can work in parallel, and explains when to use local-dev or remote-dev.
Production Error Hunt
different-ai/openwork
Traces an opaque production error in an OpenWork build to its cause using local server logs and Sentry, names the regressing PR and files a report.
Codex
skills-directory/skill-codex
A skill your agent uses when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing
Debugging and Error Recovery
addyosmani/agent-skills
Applies a stop-the-line rule and a step-by-step triage when tests fail, builds break or something stops working, aiming at the root cause instead of guesses.
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Related
Works with
Categories
Questions about Rollback Changes
What does Rollback Changes do?
Automatically rollback changes from failed workflow phases using changes log files. Rollback Changes is an agent skill from maslennikov-ig/claude-code-orchestrator-kit. Automatically rollback changes from failed workflow phases using changes log files.
When should I use Rollback Changes?
Rollback Changes fits situations like: workflows fail and need to restore previous state; including file restoration; artifact cleanup; command reversal.
How do I install Rollback Changes in Claude Code?
Run `npx skills add maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a claude-code`. Or copy the skill folder (.claude/skills/rollback-changes in maslennikov-ig/claude-code-orchestrator-kit) into .claude/skills/rollback-changes in your project. Claude Code loads it when a task matches its description.
How do I install Rollback Changes in Codex?
Run `npx skills add maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a codex`. Or copy the skill folder (.claude/skills/rollback-changes in maslennikov-ig/claude-code-orchestrator-kit) into .agents/skills/rollback-changes in your project. Codex loads it when a task matches its description.
Can I use Rollback Changes 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 maslennikov-ig/claude-code-orchestrator-kit --skill rollback-changes -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rollback-changes, .gemini/skills/rollback-changes, .github/skills/rollback-changes and .opencode/skills/rollback-changes in your project.
What does Rollback Changes need to run?
Going by SKILL.md and its folder, Rollback Changes needs the command-line tools its instructions call (git and pnpm). Its frontmatter pre-approves these tools: Bash, Read, Write.
Does Rollback Changes 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 Rollback Changes safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Rollback Changes use?
Rollback Changes has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Rollback Changes use?
About 760 tokens (SKILL.md is roughly 3k 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 Rollback Changes?
Skills that share tags, products or a category with Rollback Changes: Nemo Rl Auto Research (NVIDIA/skills, 3.6k stars), Semantic Szz Analyzer (ArabelaTso/Skills-4-SE, 253 stars), Burla Parallel Dev Clusters (Burla-Cloud/burla, 263 stars) and Production Error Hunt (different-ai/openwork, 24k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Rollback Changes?
maslennikov-ig (a GitHub user) maintains it in maslennikov-ig/claude-code-orchestrator-kit, which has 260 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on March 5, 2026.
Source: maslennikov-ig/claude-code-orchestrator-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.