Deterministic, zero-trust agent orchestration kernel for Claude Opus 4.7 exposing swarm planning and safety validation tools over the MCP stdio transport.
Three tools with minimal quality. plan_swarm has a generic description (59 chars) lacking WHEN/WHY context and no visible input schema validation. get_dag_status has empty input schema but no description of what 'current swarm state' means or what fields are returned. validate_safety description (58 chars) is vague about what 'AgentFirewall checks' entails or what the output structure is. No tool has documented output schemas, error handling guidance, or parameter constraints. No tool annotations (readOnlyHint, destructiveHint). Naming is acceptable (verb_noun pattern) but descriptions fall well below the 50-200 char LLM-optimized baseline. No evidence of idempotency, pagination, or composition patterns.
Return the current swarm state as JSON.
Run the MetaOrchestrator on a natural-language problem.
Run AgentFirewall checks on an arbitrary payload string.
get_dag_status has no description. LLMs cannot determine when to call it or what it returns.
No tool has a documented output schema. LLMs cannot plan downstream calls or extract required fields.
plan_swarm description (59 chars) lacks WHEN/WHY context. Does not explain what 'decompose and execute' means or what the output contains.
validate_safety description is vague about AgentFirewall checks. No guidance on what constitutes a 'safety' violation or what the response structure is.
No error handling guidance. Tools do not indicate what errors are retryable, user-fixable, or fatal.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 37 | 2026-07-28+ | v2 |