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Deep reference on Omnigent config format, executor types, skill/tool structure, and conventions. Load when you need to look up how the platform works.
Passed 21 of 21 test cases with the skill, and 8 of 21 without it.
and 18 more in the full report
14 fixed8 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the CLI command to start the Agent plane server while pre-registering an agent directory located at `./my-agent/`?
| Checked | Without skill | With skill |
|---|---|---|
| The command specifies ap server --agent ./my-agent/. | Missed | Passed |
The instructions your model reads when the skill loads.
Agent plane is a server that hosts, manages, and executes agents via an OpenResponses-compatible API. Users create agent directories (also called agent images) that contain configuration, instructions, skills, and tools. The server loads these directories and serves them via HTTP.
my-agent/
├── config.yaml # REQUIRED — agent spec
├── AGENTS.md # Recommended — instructions/personality
├── skills/ # Optional — load-on-demand skills
│ └── <dir>/ # Free-form; skill name comes from SKILL.md
│ └── SKILL.md
├── tools/ # Optional — packaged tools
│ ├── python/ # Local Python tools (auto-discovered *.py)
│ ├── typescript/ # Local TypeScript tools (auto-discovered *.ts)
│ └── mcp/ # MCP server declarations (*.yaml)
└── agents/ # Optional — sub-agent directories (recursive)
└── <dir>/ # Free-form; sub-agent name comes from config.yaml
├── config.yaml
└── ...
The only required file. All fields except spec_version are optional.
spec_version: 1 # REQUIRED, must be 1
name: my-agent # Display name
description: Does X and Y. # One-line summary
# Instructions — path to a file or inline text.
# Default: looks for AGENTS.md in the agent directory.
test cases passed, vs 8 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.