Manage agents on a host by listing their capabilities, reading source code, and downloading or deploying agents in the smith namespace. Check available language model connections and their roles without exposing API keys.
Agent management expert. ALWAYS invoke this skill when you need to list available agents, download or reference agent source code, deploy agent code to the host, or query the LLM connector matrix. Do not guess agent structures — use this skill first.
Review the instructions the agent will receive before you install.
Five tools for managing agents on the host, called via bash.
List available agents. Returns ID, name, description, and capabilities for each agent.
tai tool agent_list '{}'
tai tool agent_list '{"namespace": "smith"}'
| Parameter | Type | Required | Description |
|---|---|---|---|
namespace | string | no | Filter by namespace (e.g. yao, smith). Omit for all. |
Download a smith-namespace agent into the development directory for editing. Restricted to smith namespace only — for other agents, use agent_reference.
tai tool agent_download '{"id": "smith.weather"}'
| Parameter | Type | Required | Description |
|---|---|---|---|
id | string | yes | Agent ID in dot notation. Must be smith.*. |
Downloaded code lands in agent-smith-dev/assistants/smith/<name>/.
Download agent source code from the host into .references/ for read-only study. Any agent across all namespaces can be referenced.
tai tool agent_reference '{"id": "yao.slides"}'
tai tool agent_reference '{"id": "yao.keeper"}'
| Parameter | Type | Required | Description |
|---|---|---|---|
id | string | yes | Agent ID in dot notation (e.g. yao.slides) |
Referenced code lands in agent-smith-dev/.references/<namespace>/<name>/.
Deploy agent source code from the sandbox development directory to the host. Restricted to the smith namespace only — attempts to deploy to other namespaces will be rejected.
tai tool agent_deploy '{"id": "smith.weather"}'
tai tool agent_deploy '{"id": "smith.weather", "message": "add SUI page"}'
| Parameter | Type | Required | Description |
|---|---|---|---|
id | string | yes | Agent ID in dot notation. Must use smith namespace. |
message | string | no | Optional deploy message for logging. |
Get the current user's LLM connector matrix. Returns metadata for each role (default, heavy, light, vision, etc.) without API keys. Use this to understand which models are available and their capabilities.
tai tool agent_connectors '{}'
No parameters required.
agent_list to discover agents before downloading or referencingagent_download is for editing smith agents — code lands in agent-smith-dev/assistants/smith/<name>/agent_reference is for studying any agent — code lands in agent-smith-dev/.references/<namespace>/<name>/smith namespace for safetyNo reviews yet. Tell others what you thought.
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Turn recorded speech into text from supported audio files such as mp3, m4a, and wav. Detect the language automatically or specify it, and list available speech recognition providers and models before choosing one.
Check kanban boards, which organize tasks into columns, and retrieve task lists filtered by status, assistant, or board. Use the returned data to see task counts and review work in progress.
Start and manage long-running background services such as development servers. Check their status and output logs, verify listening ports, retrieve local URLs, and restart services while keeping the same service ID.
Classify messages, rate content, or estimate probabilities using defined question types. Receive machine-readable answers, with confidence scores for classification and ratings, and apply the same questions to multiple inputs in a batch.
Look up callable processes in Yao, inspect their arguments and return types, and check whether a process name is valid. Use the documentation to prepare calls and find suggested alternatives for misspelled names.
Describe photos, screenshots, and charts in text, generate images from written prompts, or edit existing images. Supports background replacement, transparent output, and edits limited to an area defined by a mask.