A FastAPI-based service that generates, validates, and executes Python tools via LLM. Tools are auto-generated from plain-language descriptions, persisted in a PostgreSQL database, and can be executed in isolated subprocesses with execution tracking.
SEAT has 6 tools with clear verb-noun naming (create_tool, list_tools, search_tools, get_tool, execute_tool, delete_tool). All tools have descriptions (10 - 200 chars, within baseline range). Input schemas are present with type declarations and parameter descriptions. However, output schemas are not documented, responses reference ToolResponse but the actual field structure is not visible in the provided code. Error handling is minimal; no recovery guidance or actionable error messages. Security concerns: execute_tool accepts arbitrary 'input_data' (object type) with no validation, and delete_tool is destructive without confirmation. Composition is sound, tools are single-responsibility and chainable via UUIDs.
Generate a Python tool from a description, validate it, and persist it.
Remove a tool from the registry.
Execute a stored tool with the provided input data.
Fetch a single tool by its UUID.
Return all tools, optionally filtered by status.
Search tools by name or description substring.
execute_tool accepts 'input_data' as untyped object with no validation or schema constraints. LLMs cannot infer what fields are valid, risking malformed calls and runtime errors.
Output schemas not documented. ToolResponse structure is referenced but fields, types, and nested objects are not visible. LLMs cannot plan downstream tool calls or extract required IDs.
delete_tool is destructive but lacks confirmation step or dry-run mode. Agents can permanently delete tools without recovery path.
Error handling is absent. No recovery guidance, actionable error messages, or error classification (retryable vs fatal). Stack traces or HTTP status codes alone do not guide LLM recovery.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | C | 64 | 2026-07-28+ | v2 |
list_tools and search_tools lack pagination parameters (limit, offset, page_size). Large tool registries will return unbounded results, exhausting context windows.