auto-orchestrator SKILL.md skillA
auto-orchestrator from hamza-ali-shahjahan/hamzaish is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hamza-ali-shahjahan/hamzaish/auto-orchestrator@git:20260627.bd6e9eaPins git:20260627.bd6e9ea in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hamza-ali-shahjahan/hamzaish
- Path
factory/skills/auto-orchestrator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260627.bd6e9ea, committed Jun 27, 2026
- Size
- 6,257 bytes
- Repository stars
- 10
- License
- MIT
Intelligent workflow orchestrator that automatically chains the right skills (spec, plan, build, test, review, code-simplify, ship) based on the current state of the work. Use when you want Claude to drive a feature or task end-to-end without manually invoking each skill.
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
# Auto Orchestrator ## Overview This skill automatically detects where you are in the development lifecycle and invokes the right skills in sequence. Instead of manually calling `/spec`, then `/plan`, then `/build`, etc., you describe what you want and this skill figures out what's needed and drives through each phase with gate checks between them. ## When to Use - You have a feature, project, or task and want Claude to drive it end-to-end - You're not sure which skill to start with - You want the full lifecycle: spec -> plan -> build -> test -> review -> simplify -> ship ## How It Works ### Phase Detection Before doing anything, assess the current state: ``` 1. Does a spec exist for this work? - NO -> Start at Phase 1 (Spec) - YES -> Move to next check 2. Is the work broken into tasks? - NO -> Start at Phase 2 (Plan) - YES -> Move to next check 3. Is there code to implement? - YES, unfinished tasks remain -> Start at Phase 3 (Build + Test) - YES, all tasks done -> Move to next check 4. Has the code been reviewed? - NO -> Start at Phase 4 (Review + Simplify) - YES -> Move to next check 5. Is it ready to ship? …
Read the whole file at its exact version.
How to install
mdr add hamza-ali-shahjahan/hamzaish/auto-orchestrator@sha256:8fdca90e6d691067The line at the top of this page pins the label git:20260627.bd6e9ea, 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_n5tpvv4tozwxt4xk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 27, 2026.
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 (6257 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
hamza-ali-shahjahan/hamzaish · 10 stars · license MIT · pushed 2026-10-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n5tpvv4tozwxt4xk GET https://markdownregistry.com/api/v1/resolve?ref=hamza-ali-shahjahan/hamzaish/auto-orchestrator GET https://markdownregistry.com/api/v1/blob/8fdca90e6d691067cfc28a5ef2801f404c36d54ad270f3958ca2dae2e6b3e535
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.