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Passed 22 of 22 test cases with the skill, and 19 of 22 without it.
3 fixed19 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our React video editing app includes an animation playback component that imports a heavy JSON frame sequence module (5MB). We only want to load this frame sequence if animation mode is enabled by the user on the client side. How should we implement this loading logic in useEffect? Show the React component.
| Checked | Without skill | With skill |
|---|---|---|
| Uses dynamic import() inside useEffect to load the frame data conditionally. | Passed | Passed |
| Includes a check for window availability before triggering the dynamic import. | Missed | Passed |
The instructions your model reads when the skill loads.
Four AI agent document types stored as JSON inside Mendix MPR files:
| Type | CREATE keyword | Notes |
|---|---|---|
| Model | create ai model | GenAI model configuration; required by Agent |
| Knowledge Base | create knowledge base | KB source; referenced by Agent body |
| Consumed MCP Service | create consumed mcp service | MCP tool server; referenced by Agent body |
| Agent | create agent | Orchestrates model + tools + prompts |
Requires: Mendix 11.9+ and the full agent-editor marketplace stack (7 modules) —
AgentEditorCommons depends transitively on the other six, so all must be installed:
| Module | Role |
|---|---|
GenAICommons | Core AI types (Request/Response, DeployedModel, Tool, KnowledgeBase) |
MxGenAIConnector | Mendix Cloud AI backend, model config, embeddings |
AgentCommons | Agent management (versioned agents, tools, KBs, MCP) |
AgentEditorCommons | Bridge to the Studio Pro Agent Editor extension |
MCPClient | MCP server connections, tool discovery/execution |
ConversationalUI | Chat widgets, tool-approval UI, trace monitoring |
Encryption | Provides the 32-char key models/KBs reference |
Install them with mxcli marketplace install <id> -p app.mpr (or via Studio Pro). Also
register ASU_AgentEditor as an after-startup microflow.
mdl 1;
create ai model Module.MyModel (
Provider: MxCloudGenAI, -- default, can omit
key: @Module.ApiKeyConst -- must be a String constant
);
test cases passed, vs 19 / 22 without
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