ao-orchestrator SKILL.md skillA
ao-orchestrator from hybridlabor-api/bdb-dev-optimized-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/ao-orchestrator@git:20261020.607a27aPins git:20261020.607a27a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hybridlabor-api/bdb-dev-optimized-agent-skills
- Path
skills/basic/ao-orchestrator/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261020.607a27a, committed Oct 20, 2026
- First version recorded
- Sep 25, 2026
- Size
- 4,688 bytes
- Repository stars
- 6
- License
- Apache-2.0
Multi-project orchestrator using AO daemon. Spawn, inspect, coordinate, review parallel agents in Git worktrees.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 👑 AO Multi-Project Orchestrator (`/ao-orchestrator`) ## Overview This skill equips any AI coding agent across all supported harnesses (**Claude Code**, **Google Antigravity**, **OpenCode**, **Cursor**, **Codex**) to act as a **Multi-Project Orchestrator** supervising tasks across independent code repositories via the **Agent Orchestrator (AO)** background daemon (`~/.local/bin/ao`). Instead of making changes directly across multiple repositories within a single context window, the Orchestrator breaks down high-level business goals into scoped work items, delegates them to specialized worker agents running in isolated Git worktrees, monitors their progress, and reviews/integrates their Pull Requests. --- ## 🧭 Orchestrator Responsibilities 1. **Project Discovery & Mapping**: Identify which repositories and workspaces are involved in the user's goal. 2. **Task Decomposition**: Split cross-repo features into clear, atomic specifications for individual worker sessions. …
Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/ao-orchestrator@sha256:d48ab6324a4b199fThe line at the top of this page pins the label git:20261020.607a27a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_5zp4opo57447iges)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 25, 2026 and Oct 20, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.607a27a latest | 2026-10-20 | 607a27a | 4,688 B | A | view · diff |
| git:20260925.4d92e1a | 2026-09-25 | 4d92e1a | 4,801 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4688 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hybridlabor-api/bdb-dev-optimized-agent-skills · 6 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5zp4opo57447iges GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/ao-orchestrator GET https://markdownregistry.com/api/v1/blob/d48ab6324a4b199f4e5f155b0930d138556c64229845e77d3a7a5e545a7433c0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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