openmaic-classroom

openmaic-classroom is a skill for Claude Code, Codex from Tencent/WeKnora. It costs 102 tokens per session (4,566 once invoked), scanned A, original, no licence file.

A workflow for turning retrieved documents, document sections, knowledge-graph concepts, or user requirements into interactive OpenMAIC lessons. OpenMAIC is the interactive classroom format used by the workflow.

In plain words
What is it for?
Creating one or more interactive lessons from requirements, PDF content, retrieved text, or related concepts in a knowledge graph.
Why use it?
It saves the work of reshaping source material into teaching content when the input comes from a knowledge base, PDF, or concept graph.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/tencent/weknora/openmaic-classroom
Any agent
npx skills add Tencent/WeKnora --skill openmaic-classroom
Clone the repo
git clone --depth 1 https://github.com/Tencent/WeKnora

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for openmaic-classroom

README.md
[![agentmods](https://agentmods.dev/badge/skills/tencent/weknora/openmaic-classroom.svg)](https://agentmods.dev/skills/tencent/weknora/openmaic-classroom)
Your own site
<a href="https://agentmods.dev/skills/tencent/weknora/openmaic-classroom"><img src="https://agentmods.dev/badge/skills/tencent/weknora/openmaic-classroom.svg" alt="Measured on agentmods" height="20"></a>
Per session 102 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,566 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00102 $0.04566
Opus 5 $0.00051 $0.02283
Sonnet 5 $0.00020 $0.00913
Haiku 4.5 $0.00010 $0.00457

Measured 6d ago against content hash b32653144427, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

openmaic-classroom scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/concept-to-requirement.py, scripts/rag-to-requirement.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

> **必须**使用该 MCP 工具调用 API。如果 MCP 工具未配置或不可用,引导用户先部署 mcp-api-requester,不提供 curl 命令。
skills/preloaded/openmaic-classroom/SKILL.md · 371 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 371 lines · 102 tokens per session scan A b32653144427

Subscribe to this mod's changes

openmaic-classroom is a skill published in the GitHub repository Tencent/WeKnora (21,348 stars, last pushed yesterday), with no licence file. It adds 102 tokens to every session and 4,566 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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