Orca CLI
stablyai/orca
Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser…
Run a verified multi-agent goal with Bernstein. An agent skill from sipyourdrink-ltd/bernstein.
Install Bernstein Run
$ npx skills add sipyourdrink-ltd/bernstein --skill bernstein-run -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sipyourdrink-ltd/bernstein bernstein-run --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/sipyourdrink-ltd/bernstein.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bernstein-run .claude/skills/bernstein-run && 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 "bernstein-run" agent skill from https://github.com/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-run into .claude/skills/bernstein-run/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bernstein-run", 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/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-runType 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 sipyourdrink-ltd/bernstein --skill bernstein-run -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sipyourdrink-ltd/bernstein bernstein-run --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bernstein-run .agents/skills/bernstein-run && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bernstein-run" agent skill from https://github.com/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-run into .agents/skills/bernstein-run/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bernstein-run", 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 sipyourdrink-ltd/bernstein --skill bernstein-run -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sipyourdrink-ltd/bernstein bernstein-run --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bernstein-run .cursor/skills/bernstein-run && 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 "bernstein-run" agent skill from https://github.com/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-run into .cursor/skills/bernstein-run/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bernstein-run", 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/sipyourdrink-ltd/bernstein.git --path skills/bernstein-run--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 sipyourdrink-ltd/bernstein --skill bernstein-run -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sipyourdrink-ltd/bernstein bernstein-run --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bernstein-run .gemini/skills/bernstein-run && 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 "bernstein-run" agent skill from https://github.com/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-run into .gemini/skills/bernstein-run/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bernstein-run", 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 sipyourdrink-ltd/bernstein bernstein-runInstalls 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 sipyourdrink-ltd/bernstein --skill bernstein-run -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bernstein-run .github/skills/bernstein-run && 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 "bernstein-run" agent skill from https://github.com/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-run into .github/skills/bernstein-run/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bernstein-run", 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 sipyourdrink-ltd/bernstein --skill bernstein-run -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sipyourdrink-ltd/bernstein bernstein-run --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bernstein-run .opencode/skills/bernstein-run && 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 "bernstein-run" agent skill from https://github.com/sipyourdrink-ltd/bernstein/tree/main/skills/bernstein-run into .opencode/skills/bernstein-run/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bernstein-run", 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
bernstein-run- GitHub stars
- 1.2k
- Token cost
- ~722 tokens
- SKILL.md length
- 318 words
- Files
- 2 (incl. references)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Run a verified multi-agent goal with Bernstein. An agent skill from sipyourdrink-ltd/bernstein.
- Works in 3 steps: Submit → Monitor → Verify
- A task is too large for a single agent session: Bernstein decomposes the goal into tasks
- SKILL.md covers Prerequisites, Workflow, Verifying this skill's own… and Notes
- Calls pip and uv
What it does
Bernstein Run is an agent skill from sipyourdrink-ltd/bernstein. Run a verified multi-agent goal with Bernstein. Use when a task is too large for a single agent session: Bernstein decomposes the goal into tasks, spawns CLI coding agents in parallel git worktrees, verifies their output, and merges results. Also use to check run status, costs, and to verify a finished run against its lineage and audit chain.
Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/worked-examples.md`).
It sits in Agent Workflows, covering Git worktrees and Multi-agent orchestration. The repository describes itself as: The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free…. The licence is Apache-2.0.
When your agent uses it
- A task is too large for a single agent session: Bernstein decomposes the goal into tasks
- Spawns CLI coding agents in parallel git worktrees
- Verifies their output
- Check run status
Example prompts
- “/bernstein-run”
Requirements
- Python 3
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit cc0c7fc. 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:
pipuv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip and uv, 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
Bernstein Run loads about 722 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 318 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 passed
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.
SKILL.md
The full file from sipyourdrink-ltd/bernstein at commit cc0c7fc, republished under its Apache-2.0 licence (© sipyourdrink-ltd). 318 words, ~722 tokens.
Download SKILL.mdSave it as
.claude/skills/bernstein-run/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- bernstein-run
- description
- Run a verified multi-agent goal with Bernstein. Use when a task is too large for a single agent session: Bernstein decomposes the goal into tasks, spawns CLI coding agents in parallel git worktrees, verifies their output, and merges results. Also use to check run status, costs, and to verify a finished run against its lineage and audit chain.
Run a verified multi-agent goal
Bernstein is the open-source governance layer for AI agents, with a deterministic multi-agent scheduler. This skill wraps the three-step operator loop: submit a goal, monitor progress, and verify the finished run against its Merkle-chained lineage journal and HMAC audit chain.
Prerequisites
bernsteinon PATH (pip install bernsteinoruv tool install bernstein).- Run commands from the project root (the directory holding
.sdd/after the first run). - First-time setup:
bernstein initscaffolds config and templates.
Workflow
1. Submit
bernstein run -g "<goal>"- The goal is a plain-English description of what to build or fix.
- Bernstein plans tasks, assigns roles (backend, frontend, qa, security, devops), and spawns agents in isolated git worktrees.
- Preview without spending:
bernstein run --dry-run -g "<goal>".
2. Monitor
bernstein status
bernstein coststatusshows task summary and agent health.costshows the spend so far against configured budgets.
3. Verify
bernstein lineage verify <run_id>
bernstein audit verifylineage verifyrecomputes the run's Merkle hash chain and every HMAC tag; exit 0 means the chain is intact and non-empty.audit verifychecks the HMAC audit chain and Merkle tree across the whole workspace; run it before trusting or shipping the result.
Report the run as complete only when both verifications exit 0.
Verifying this skill's own install
Installs of this skill are receipt-backed. To confirm bernstein is on PATH
and the bundled skill asset resolves in this session:
bernstein skills package showTo prove the skill content the session is driving matches what was installed:
bernstein skills package verify --dest <path-to-this-skill-directory>Exit 0 means the installed tree's content address matches a receipt
anchored in the lineage spine and audit chain. These two commands are the
self-check contract the multi-host conformance sweep replays per agent host
(bernstein skills package conformance).
Notes
- Never mark a goal done from agent output alone; the lineage and audit verifications are the completion evidence.
- If
bernsteinis not installed, say so and point at the prerequisites above; do not attempt to reimplement orchestration inline. - See
references/worked-examples.mdfor end-to-end transcripts and per-host invocation notes.
© sipyourdrink-ltd, 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
Files
SKILL.md and 1 other file (references) in skills/bernstein-run of sipyourdrink-ltd/bernstein.
- SKILL.md
- references/worked-examples.md
Open the folder on GitHubat commit cc0c7fc
Compare with similar skills
Bernstein Run 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 |
|---|---|---|---|---|---|---|
| Bernstein Run this skillsipyourdrink-ltd/bernstein | 1.2k | — | ~722 | Automated safety check: Pass | Apache-2.0 | |
| Orca CLIstablyai/orca | 89k | 2 repos | ~593 | Automated safety check: Pass | MIT | |
| ClawTeam Multi-Agent Swarmwin4r/ClawTeam-OpenClaw | 1.5k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Agent of Empires Session Manageragent-of-empires/agent-of-empires | 3.3k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Agent of Empires Session Manageragent-of-empires/agent-of-empires | 3.3k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Clawteamwin4r/ClawTeam-OpenClaw | 1.5k | — | ~3.1k | Automated safety check: Pass | MIT |
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Launches, monitors and organizes AI coding agent sessions such as Claude Code or Codex inside tmux, tracking status, capturing output and managing git worktrees for parallel branches.
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Starts, monitors and organizes coding agent sessions that run in tmux through the aoe command, including groups, profiles and worktree-based parallel work.
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More from sipyourdrink-ltd/bernstein
All 9 skills in this repoBernstein Plan
sipyourdrink-ltd/bernstein
Create and manage multi-step execution plans in Bernstein. An agent skill from sipyourdrink-ltd/bernstein.
Bernstein Agents
sipyourdrink-ltd/bernstein
Manage Bernstein agents - list active agents, inspect their output, kill stalled agents, or stream live logs.
Bernstein Alerts
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Show active alerts from Bernstein - failed tasks, stalled agents, budget warnings, blocked tasks needing human intervention.
Bernstein Approve
sipyourdrink-ltd/bernstein
Review and approve/reject pending tasks or plans in Bernstein.
Bernstein Cost
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Show detailed cost breakdown and budget status for the Bernstein orchestrator.
Bernstein Create Task
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Create a new task in the Bernstein orchestrator. An agent skill from sipyourdrink-ltd/bernstein.
Related
Categories
Questions about Bernstein Run
What does Bernstein Run do?
Run a verified multi-agent goal with Bernstein. An agent skill from sipyourdrink-ltd/bernstein. Bernstein Run is an agent skill from sipyourdrink-ltd/bernstein. Run a verified multi-agent goal with Bernstein.
When should I use Bernstein Run?
Bernstein Run fits situations like: A task is too large for a single agent session: Bernstein decomposes the goal into tasks; spawns CLI coding agents in parallel git worktrees; verifies their output; check run status.
How do I install Bernstein Run in Claude Code?
Run `npx skills add sipyourdrink-ltd/bernstein --skill bernstein-run -a claude-code`. Or copy the skill folder (skills/bernstein-run in sipyourdrink-ltd/bernstein) into .claude/skills/bernstein-run in your project. Claude Code loads it when a task matches its description.
How do I install Bernstein Run in Codex?
Run `npx skills add sipyourdrink-ltd/bernstein --skill bernstein-run -a codex`. Or copy the skill folder (skills/bernstein-run in sipyourdrink-ltd/bernstein) into .agents/skills/bernstein-run in your project. Codex loads it when a task matches its description.
Can I use Bernstein Run 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 sipyourdrink-ltd/bernstein --skill bernstein-run -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bernstein-run, .gemini/skills/bernstein-run, .github/skills/bernstein-run and .opencode/skills/bernstein-run in your project.
What does Bernstein Run need to run?
Going by SKILL.md and its folder, Bernstein Run needs the command-line tools its instructions call (pip and uv). Our summary lists: Python 3.
Does Bernstein Run access the network?
SKILL.md contains no URLs. Its commands use pip and uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Bernstein Run safe to install?
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.
What licence does Bernstein Run use?
Bernstein Run 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.
How many tokens does Bernstein Run use?
About 722 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 603 tokens, read only when the agent opens those files.
What are the alternatives to Bernstein Run?
Skills that share tags, products or a category with Bernstein Run: Orca CLI (stablyai/orca, 89k stars), ClawTeam Multi-Agent Swarm (win4r/ClawTeam-OpenClaw, 1.5k stars), Agent of Empires Session Manager (agent-of-empires/agent-of-empires, 3.3k stars) and Agent of Empires Session Manager (agent-of-empires/agent-of-empires, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Bernstein Run?
sipyourdrink-ltd (a GitHub organization) maintains it in sipyourdrink-ltd/bernstein, which has 1,201 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 9, 2026.
Source: sipyourdrink-ltd/bernstein on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.