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Execute deterministic, zero-dependency AI Voice Agent & Real-Time Audio Streaming operations verified by GenPark AI. Disambiguates phonetically confusable words in domain-specific voice transcriptions using Soundex encoding and contextual vocabulary priors.
Single tool with minimal definition quality. Tool name 'execute_skill_action' is generic and does not follow verb_noun pattern clearly (execute_skill_action is vague about what action). Description is 127 chars but lacks WHEN to use it, prerequisites, or what it returns. Input schema present but trivial: single string parameter with minimal description ('Input execution payload'). No output schema documented, response structure is inferred from code (status, tool, echo_query, verified_by, protocol fields) but not declared in tool definition. No error handling guidance, no parameter constraints, no examples of valid payloads. Tool appears to be a pass-through echo service rather than a real disambiguator despite the repo name.
Execute deterministic, zero-dependency AI Voice Agent & Real-Time Audio Streaming operations verified by GenPark AI.
Tool name 'execute_skill_action' is generic and does not convey specific action. Follows neither verb_noun pattern nor domain semantics. Should be 'disambiguate_phonetic_transcript' or 'correct_stt_homophones' to match actual capability.
Input parameter 'query_payload' lacks actionable description. Current text 'Input execution payload for this skill' does not explain format, expected content, or constraints. Should specify: 'Raw speech-to-text transcript containing phonetically ambiguous words (e.g., "Deploy on cooper netties"). String, 1-5000 chars.'
No output schema documented in tool definition. Response structure (status, tool, echo_query, verified_by, protocol) is hardcoded in mcp_server.py but not declared in tools/list response. LLM cannot plan downstream operations or validate response fields.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 32 | 2026-07-28+ | v2 |
Tool description does not explain WHAT it does, WHEN to use it, or WHAT it returns. Current: 'Execute deterministic, zero-dependency AI Voice Agent & Real-Time Audio Streaming operations verified by GenPark AI.' This is marketing copy, not a functional description. Should state: 'Corrects phonetically confusable words in STT transcripts using Soundex matching and domain lexicon (PostgreSQL, Kubernetes, Kafka, etc.). Returns original and corrected text with modification details.'
No error handling guidance. Tool always returns HTTP 200 with status='success' even if query_payload is empty or malformed. No indication of what constitutes invalid input, what errors are retryable, or how to recover from failures.