astra-orchestrator SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 4 indexed copies. Same content hash, so the same checks give both the same grade.

astra-orchestrator from tefuirnever/azhou-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tefuirnever/azhou-ai-hub/astra-orchestrator@git:20261027.ef4ff91

Pins git:20261027.ef4ff91 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tefuirnever/azhou-ai-hub
Path
packages/agent-orchestration-kit/profiles/plus-max-2-subagents/agents/skills/astra-orchestrator/SKILL.md
Versions recorded
1
Latest version
git:20261027.ef4ff91, committed Oct 27, 2026
Size
12,193 bytes
Repository stars
3
License
MIT

Orchestrate complex Codex coding work for the Plus profile with GPT-6 Luna at max reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an Astra reviewer. Use for multi-file features, debugging across components, repo-wide changes, parallelizable workstreams, or whenever the user asks to delegate or use subagents. Do not use for trivial one-file edits or simple questions.

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

# Astra Orchestrator — Plus Profile

The user's explicit instructions take precedence over this skill.

## Goal

Use the root agent as the high-quality orchestrator.

Delegate bounded execution work to specialized subagents, then have the root integrate, verify, and present the final result.

The expected default topology is:

- root: GPT-6 Luna at max reasoning
- explorer: GPT-6 Luna at medium reasoning
- worker: GPT-6 Luna at medium reasoning
- tester: GPT-6 Luna at medium reasoning
- reviewer: GPT-6 Astra at low reasoning
- researcher: GPT-6 Luna at medium reasoning

Use Luna for all routine subagent execution.

This is a requirement, not a preference.

Only the reviewer uses Astra by default.

Do not override a Luna subagent to a more expensive model unless the user explicitly asks for escalation or a Luna worker reports that the task requires higher-level reasoning.

---

## Delegation gate

Before doing substantive repository work, classify the task as either:

- root-only
- delegated

Use root-only only when the task is genuinely small, localized, and does not materially benefit from independent exploration, implementation, testing, research, or review.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tefuirnever/azhou-ai-hub/astra-orchestrator@sha256:d4a63ce5c851ab03

The line at the top of this page pins the label git:20261027.ef4ff91, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ka5ydvtaevy65q3y.svg)](https://markdownregistry.com/a/art_ka5ydvtaevy65q3y)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 27, 2026.

versioncommittedcommitsizeaudit
git:20261027.ef4ff91 latest2026-10-27 ef4ff91 12,193 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12193 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

GitHub

tefuirnever/azhou-ai-hub · 3 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ka5ydvtaevy65q3y
GET https://markdownregistry.com/api/v1/resolve?ref=tefuirnever/azhou-ai-hub/astra-orchestrator
GET https://markdownregistry.com/api/v1/blob/d4a63ce5c851ab03af9912a85fce6c5144960be36faf3eb06178fc7e63e0f55e

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.

More from tefuirnever/azhou-ai-hub

AGENTS.md AGENTS.md file
tefuirnever/azhou-ai-hub · AGENTS.md
git:20261107.83cb810 · audit A · 3 stars
CLAUDE.md CLAUDE.md file
tefuirnever/azhou-ai-hub · CLAUDE.md
git:20260913.59d4db8 · audit A · 3 stars
AGENTS.md@benchmarks/super-repo-pedant/fixtures/software-handoff AGENTS.md file
tefuirnever/azhou-ai-hub · benchmarks/super-repo-pedant/fixtures/software-handoff/AGENTS.md
git:20260911.17eb0c8 · audit B · 3 stars
AGENTS.md@packages/agent-orchestration-kit AGENTS.md file
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/AGENTS.md
git:20261027.ef4ff91 · audit A · 3 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/GPT6-SolMax-LunaMax/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work with GPT-6.1 Sol at max reasoning as planner/integrator and reviewer and GPT-6…
git:20261027.ef4ff91 · audit A · 3 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/GPT6-SolMedium-LunaMax/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work with GPT-6.1 Sol at medium reasoning as planner/integrator and reviewer and GPT-6…
git:20261027.ef4ff91 · audit A · 3 stars
AGENTS.md@packages/agent-orchestration-kit/profiles/azhou-balanced AGENTS.md file
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/azhou-balanced/AGENTS.md
git:20261027.d2ad7fa · audit A · 3 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/azhou-balanced/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex coding work with GPT-6.1 Sol high for planning and review, GPT-6 Luna max for bounded execution…
git:20261027.d2ad7fa · audit A · 3 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/plus/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Plus profile with GPT-6 Luna at max reasoning as planner/integrator, Luna…
git:20261027.ef4ff91 · audit A · 3 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/pro-max-2-subagents/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator…
git:20261027.ef4ff91 · audit A · 3 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/pro/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator…
git:20261027.ef4ff91 · audit A · 3 stars
deslop SKILL.md skill
tefuirnever/azhou-ai-hub · packages/pstack-agent-harness/components/cursor-team-kit/skills/deslop/SKILL.md · Remove AI-generated code slop and clean up code style
git:20261106.dbf35b5 · audit A · 3 stars

Every file in tefuirnever/azhou-ai-hub

Other files named astra-orchestrator

astra-orchestrator SKILL.md skill
donvito/codex-astra-luna-orchestrator · profiles/GPT6-SolMedium-LunaMax/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work with GPT-6.1 Sol at medium reasoning as planner/integrator and reviewer and GPT-6…
git:20261001.23fb545 · audit A · 1,741 stars
astra-orchestrator SKILL.md skill
donvito/codex-astra-luna-orchestrator · profiles/pro/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator…
git:20260923.771183f · audit A · 1,741 stars
astra-orchestrator SKILL.md skill
donvito/codex-astra-luna-orchestrator · profiles/pro-max-2-subagents/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator…
git:20260923.771183f · audit A · 1,741 stars
astra-orchestrator SKILL.md skill
donvito/codex-astra-luna-orchestrator · profiles/plus/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Plus profile with GPT-6 Luna at max reasoning as planner/integrator, Luna…
git:20260923.771183f · audit A · 1,741 stars
astra-orchestrator SKILL.md skill
donvito/codex-astra-luna-orchestrator · profiles/GPT6-SolMax-LunaMax/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work with GPT-6.1 Sol at max reasoning as planner/integrator and reviewer and GPT-6…
git:20261001.23fb545 · audit A · 1,741 stars
astra-orchestrator SKILL.md skill
donvito/codex-astra-luna-orchestrator · profiles/plus-max-2-subagents/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex Codex coding work for the Plus profile with GPT-6 Luna at max reasoning as planner/integrator, Luna…
git:20260923.771183f · audit A · 1,741 stars
astra-orchestrator Cursor rule
antoinebou12/uml-mcp · .cursor/rules/astra-orchestrator.mdc · Astra orchestrates UML-MCP implementation, delegates visual work to Luna, integrates, tests, and verifies Manufact…
git:20261029.ade0c78 · audit A · 109 stars
astra-orchestrator SKILL.md skill
tefuirnever/azhou-ai-hub · packages/agent-orchestration-kit/profiles/azhou-balanced/agents/skills/astra-orchestrator/SKILL.md · Orchestrate complex coding work with GPT-6.1 Sol high for planning and review, GPT-6 Luna max for bounded execution…
git:20261027.d2ad7fa · audit A · 3 stars

Browse by kind, by grade A, or by owner.