A three-stage guardrail agent for LLM-powered coding assistants that reviews proposed actions (shell commands, file writes, git operations) before execution.
Two tools with basic descriptions and partial schemas. review_action has a clear purpose and documented parameters with types and descriptions, meeting baseline requirements. get_recent_decisions is simpler but adequate. However, output schemas are not explicitly documented in the code, return types are inferred from dict/list returns without formal schema declarations. No error handling guidance, no enum constraints, no pagination details for get_recent_decisions despite returning lists. Descriptions are functional (90-120 chars) but lack LLM-optimization patterns like 'when to use' or 'what happens next'. No tool annotations (readOnlyHint, destructiveHint, idempotentHint) despite both tools being read-only operations.
Return the most recent Sentinel review decisions from the audit log.
Review a proposed agent action (shell command, file write, git op, etc.) BEFORE executing it. Returns a verdict of ALLOW, BLOCK, or REVIEW along with the reasoning, so the calling agent can decide whether to proceed.
Output schemas not formally documented. review_action returns dict with verdict/decided_by_stage/reason/log_id, but no schema definition visible. get_recent_decisions returns list but no item structure documented.
get_recent_decisions lacks pagination guidance. Returns 'list' with default limit=20, but no total_count, next_cursor, or explanation of what happens if audit log exceeds limit.
No error handling guidance. If review_action fails (e.g., orchestrator unavailable), no recovery hint provided. If get_recent_decisions hits a corrupted audit log, no fallback suggested.
Tool annotations missing. Both tools are read-only (risk: READ_ONLY noted in metadata), but no readOnlyHint annotation in schema to signal this to clients.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | D | 51 | 2026-07-28+ | v2 |
user_task parameter in review_action has a default empty string, but description does not explain what happens when it is empty or how Stage 3 LLM reviewer behaves without task context.