A multi-agent AI orchestration platform with tool management, MCP server support, and agent-to-agent (A2A) communication
Orchestra provides a single tool (bash_tool) with a clear, production-focused description and well-structured input schema. The tool name follows verb_noun convention (bash_tool), and the description explicitly warns about user approval requirements and local execution context. However, the tool lacks critical patterns: no error recovery guidance, no dry-run/confirmation mechanism for an irreversible operation (bash execution), no output schema documentation, and no rate limiting or timeout guidance despite supporting configurable timeout_ms. The input schema is properly typed with descriptions, but the tool is high-risk (IRREVERSIBLE) and should have stronger safety guardrails.
Execute a bash command on the user's local machine. This tool runs bash commands locally on the CLI user's machine, NOT on the server. The user must explicitly approve each command before execution.
No dry-run or confirmation mechanism for irreversible bash execution. The tool description states 'user must explicitly approve', but no confirmation-request pattern is implemented in the schema or error handling.
Output schema not documented. The tool description does not specify what the response will contain (exit code, stdout, stderr, combined output). LLMs cannot plan downstream parsing or error handling without this.
Error handling and recovery guidance missing. No description of how failures (timeout, non-zero exit, permission denied) are reported or what the LLM should do next. Raw exit codes or error messages without context offer no recovery path.
No rate limiting or runaway prevention documented. An LLM in a retry loop could invoke bash_tool hundreds of times per minute, overwhelming the local machine or blocking legitimate operations.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-22 | B | 71 | 2026-07-28+ | v2 |
| 2026-03-09 | F | 17 | - | v1 |
Tool requires human approval but no confirmation protocol is visible. Description states 'user must explicitly approve each command', but no mechanism (async confirmation, dry-run response, callback) is evident in the schema.