Demo Maker

What It Addresses

Building agent workflow demos is rarely blocked by a single capability; the harder part is turning a business scenario into an executable, testable, and presentable chain. For example, a “product manager workflow” can be split into requirement analysis, PRD writing, and prototype design, but each step still needs a suitable skill, a stable combination, and a clear record of outputs. demo maker targets this kind of task: take a scenario and task steps, then produce traceable demo material.

How It Works

It runs in stages instead of only generating copy:
- Scenario analysis: parses the scenario description and task steps, then identifies key stages, automation opportunities, and likely skill types.
- Skill discovery and matching: filters candidates from SkillHub by relevance, adoption, safety checks, and functional coverage.
- Installation and validation: installs matched skill entries, verifies status, and performs basic functionality checks.
- Task testing: executes the user-provided steps, records progress, results, failure causes, and artifacts.
- Document generation: compiles the scenario name, story context, solution, test records, and outputs into a Feishu document.

The value is that the demo becomes an inspectable engineering process: each step has inputs, actions, and outputs, which makes reuse and troubleshooting easier.

Boundaries

It is useful for multi-skill scenario demos, release materials, internal case studies, or teaching examples. More specific input leads to more stable results: provide a clear scenario, task steps, expected outputs, and constraints where possible. It depends on network access to SkillHub and Feishu documentation capabilities; some operations may require user authorization. If candidate skill entries are mismatched or tests fail, manual evaluation and alternative options are still needed.