O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
A skill your agent uses when coordinating changes across multiple repositories — syncing skills, templates, agents, or harness policies between upstream and downstream repos, or designing…
Install Cross Repo Orchestration
$ npx skills add Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Habitat-Thinking/ai-literacy-superpowers cross-repo-orchestration --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/Habitat-Thinking/ai-literacy-superpowers.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ai-literacy-superpowers/skills/cross-repo-orchestration .claude/skills/cross-repo-orchestration && 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 "cross-repo-orchestration" agent skill from https://github.com/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestration into .claude/skills/cross-repo-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-repo-orchestration", 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/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestrationType 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 Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Habitat-Thinking/ai-literacy-superpowers cross-repo-orchestration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Habitat-Thinking/ai-literacy-superpowers.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ai-literacy-superpowers/skills/cross-repo-orchestration .agents/skills/cross-repo-orchestration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cross-repo-orchestration" agent skill from https://github.com/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestration into .agents/skills/cross-repo-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-repo-orchestration", 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 Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Habitat-Thinking/ai-literacy-superpowers cross-repo-orchestration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Habitat-Thinking/ai-literacy-superpowers.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ai-literacy-superpowers/skills/cross-repo-orchestration .cursor/skills/cross-repo-orchestration && 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 "cross-repo-orchestration" agent skill from https://github.com/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestration into .cursor/skills/cross-repo-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-repo-orchestration", 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/Habitat-Thinking/ai-literacy-superpowers.git --path ai-literacy-superpowers/skills/cross-repo-orchestration--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 Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Habitat-Thinking/ai-literacy-superpowers cross-repo-orchestration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Habitat-Thinking/ai-literacy-superpowers.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ai-literacy-superpowers/skills/cross-repo-orchestration .gemini/skills/cross-repo-orchestration && 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 "cross-repo-orchestration" agent skill from https://github.com/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestration into .gemini/skills/cross-repo-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-repo-orchestration", 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 Habitat-Thinking/ai-literacy-superpowers cross-repo-orchestrationInstalls 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 Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Habitat-Thinking/ai-literacy-superpowers.git skills-src && mkdir -p .github/skills && cp -r skills-src/ai-literacy-superpowers/skills/cross-repo-orchestration .github/skills/cross-repo-orchestration && 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 "cross-repo-orchestration" agent skill from https://github.com/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestration into .github/skills/cross-repo-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-repo-orchestration", 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 Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Habitat-Thinking/ai-literacy-superpowers cross-repo-orchestration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Habitat-Thinking/ai-literacy-superpowers.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ai-literacy-superpowers/skills/cross-repo-orchestration .opencode/skills/cross-repo-orchestration && 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 "cross-repo-orchestration" agent skill from https://github.com/Habitat-Thinking/ai-literacy-superpowers/tree/main/ai-literacy-superpowers/skills/cross-repo-orchestration into .opencode/skills/cross-repo-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-repo-orchestration", 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
cross-repo-orchestration- GitHub stars
- 114
- Token cost
- ~1.5k tokens
- SKILL.md length
- 603 words
- Files
- 2 (incl. references)
- Skills in repo
- 42
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses when coordinating changes across multiple repositories — syncing skills, templates, agents, or harness policies between upstream and downstream repos, or designing…
- Works in 2 steps: Identify what changed upstream — review… → For each downstream repo
- Coordinating changes across multiple repositories — syncing skills
- SKILL.md covers When to Use, Pattern 1: Git-Mediated…, Pattern 2:… and Choosing the Right Pattern
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cross Repo Orchestration is an agent skill from Habitat-Thinking/ai-literacy-superpowers. Use when coordinating changes across multiple repositories — syncing skills, templates, agents, or harness policies between upstream and downstream repos, or designing portfolio-level agent orchestration
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/sync-patterns.md`).
It sits in Agent Workflows, covering Multi-agent orchestration. It works with Git. The repository describes itself as: A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's complete development workflow — harness engineering, agent orchestration, literate….
When your agent uses it
- Coordinating changes across multiple repositories — syncing skills
- Harness policies between upstream and downstream repos
- Designing portfolio-level agent orchestration
Example prompts
- “/cross-repo-orchestration”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Identify what changed upstream — review the changelog, diff,
- For each downstream repo
What it can do on your machine
Read from SKILL.md and the folder at commit 9d35995. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Cross Repo Orchestration loads about 1.5k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 57 tokens; SKILL.md has 603 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 603 words (~1,528 tokens).
“When a project spans multiple repositories, the practices that work within a single repo — specification-driven development, harness enforcement, compound learning — must extend across repo boundaries. This skill teaches two patterns for cross-repo coordination, each suited to a different…”
- name
- cross-repo-orchestration
Files
SKILL.md and 1 other file (references) in ai-literacy-superpowers/skills/cross-repo-orchestration of Habitat-Thinking/ai-literacy-superpowers.
- SKILL.md
- references/sync-patterns.md
Open the folder on GitHubat commit 9d35995
Compare with similar skills
Cross Repo Orchestration 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 |
|---|---|---|---|---|---|---|
| Cross Repo Orchestration this skillHabitat-Thinking/ai-literacy-superpowers | 114 | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| O2 Review Loopopenobserve/openobserve | 22k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | |
| ClawTeam Multi-Agent Swarmwin4r/ClawTeam-OpenClaw | 1.5k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Harness Evolution Feedback Looprevfactory/harness | 9.1k | — | ~855 | Automated safety check: Pass | Apache-2.0 | |
| Clawteamwin4r/ClawTeam-OpenClaw | 1.5k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Huashu Agent Swarmalchaincyf/huashu-skills | 1.7k | — | ~576 | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Cross Repo Orchestration
What does Cross Repo Orchestration do?
A skill your agent uses when coordinating changes across multiple repositories — syncing skills, templates, agents, or harness policies between upstream and downstream repos, or designing…. Cross Repo Orchestration is an agent skill from Habitat-Thinking/ai-literacy-superpowers.
When should I use Cross Repo Orchestration?
Cross Repo Orchestration fits situations like: coordinating changes across multiple repositories — syncing skills; harness policies between upstream and downstream repos; designing portfolio-level agent orchestration.
How do I install Cross Repo Orchestration in Claude Code?
Run `npx skills add Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a claude-code`. Or copy the skill folder (ai-literacy-superpowers/skills/cross-repo-orchestration in Habitat-Thinking/ai-literacy-superpowers) into .claude/skills/cross-repo-orchestration in your project. Claude Code loads it when a task matches its description.
How do I install Cross Repo Orchestration in Codex?
Run `npx skills add Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a codex`. Or copy the skill folder (ai-literacy-superpowers/skills/cross-repo-orchestration in Habitat-Thinking/ai-literacy-superpowers) into .agents/skills/cross-repo-orchestration in your project. Codex loads it when a task matches its description.
Can I use Cross Repo Orchestration 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 Habitat-Thinking/ai-literacy-superpowers --skill cross-repo-orchestration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cross-repo-orchestration, .gemini/skills/cross-repo-orchestration, .github/skills/cross-repo-orchestration and .opencode/skills/cross-repo-orchestration in your project.
What does Cross Repo Orchestration need to run?
SKILL.md names no scripts, command-line tools or credentials: Cross Repo Orchestration is instructions for the agent only.
Does Cross Repo Orchestration access the network?
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.
Is Cross Repo Orchestration 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 Cross Repo Orchestration use?
Cross Repo Orchestration 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 Cross Repo Orchestration use?
About 1.5k tokens (SKILL.md is roughly 6.1k 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 1.4k tokens, read only when the agent opens those files.
What are the alternatives to Cross Repo Orchestration?
Skills that share tags, products or a category with Cross Repo Orchestration: O2 Review Loop (openobserve/openobserve, 22k stars), ClawTeam Multi-Agent Swarm (win4r/ClawTeam-OpenClaw, 1.5k stars), Harness Evolution Feedback Loop (revfactory/harness, 9.1k stars) and Clawteam (win4r/ClawTeam-OpenClaw, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cross Repo Orchestration?
Habitat-Thinking (a GitHub organization) maintains it in Habitat-Thinking/ai-literacy-superpowers, which has 114 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on September 20, 2026.
Source: Habitat-Thinking/ai-literacy-superpowers on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.