agent-experience

SkillDocs & knowledge

Lets your agent test a product's docs and SDK by having subagents try real setup and execution tasks.

Audit the developer experience of a product, SDK, docs site, or SKILL.md by dropping multiple Claude subagents at it with only a tiny task prompt and real tools (WebFetch, Bash, Write). Agents must discover the docs themselves, install deps, ask for credentials if needed, and attempt real execution.

Serves today. ahel delivers it to your agents as a prompt through your gateway link.