AI/ML · Global library

LLM Testing Framework Builder

Build comprehensive testing frameworks for LLM applications with unit tests, integration tests, and evaluation metrics

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use LLM Testing Framework Builder when you need to build comprehensive testing frameworks for LLM applications with unit tests, integration tests, and evaluation metrics, especially when the work is driven by LLM testing and prompt testing.

Trigger signals

LLM testingprompt testingmodel evaluationregression testingtest framework

Validation hooks

test-coverageregression-pass

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show llm-testing-framework-builder

Use

orchestrator-mcp skills export llm-testing-framework-builder --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/llm-testing-framework-builder ./your-agent-skills/llm-testing-framework-builder
# or open skills/llm-testing-framework-builder/SKILL.md in a markdown-first client

File patterns

*.pytest*.py*_test.pyconftest.py

Model preferences

claude-sonnet-4gpt-4oclaude-haiku-3

Related skills

Adjacent packs to compose next.

Design robust communication protocols for agent systems with message schemas, serialization, and delivery guarantees

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Manage complete agent lifecycles from initialization through graceful shutdown with health monitoring, scaling, and resource optimization

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Design short-term, long-term, and episodic memory layers for agents without turning retrieval into an unbounded context leak.

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Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.

LLM Testing Framework Builder

Copy the exact command path you need.

Adjacent packs to compose next.

Agent Communication Protocol Designer

Agent Lifecycle Manager

Agent Memory Designer