thu-maic/openmaic · skills/agent-runtime/stage-design/SKILL.md

stage-design skillA

stage-design is agent-read markdown (skill) from thu-maic/openmaic: The baseline method for building ONE stage — a single classroom — with this runtime. Covers how the plan is settled in conversation, the order the generation tools are called in, how the classroom roster is written, when narration has to be re-synthesized, and what must be true before a stage is called done. Load this before generating or rebuilding any stage from scratch, whatever its subject; it is the floor the topic skills build on, not an alternative to them..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add thu-maic/openmaic/stage-design@git:20260904.4cfc7c1
Exact content
mdr add thu-maic/openmaic/stage-design@sha256:7275ef6f005eb071

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_otw3a4hcnlnucdhk.svg)](https://markdownregistry.com/a/art_otw3a4hcnlnucdhk)

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Versions

versioncommittedcommitsizeaudit
git:20260904.4cfc7c1 latest2026-09-04 4cfc7c1 5,665 BA view · diff
git:20260827.04621572026-08-27 0462157 4,695 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (5665 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

thu-maic/openmaic · 37,692 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_otw3a4hcnlnucdhk
GET https://markdownregistry.com/api/v1/resolve?ref=thu-maic/openmaic/stage-design
GET https://markdownregistry.com/api/v1/blob/7275ef6f005eb071e3c943edf3d4355c98a491ea13347c9320995cbfe3370609

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.