Search the repo's OpenSpec markdown through the grounded-docs MCP index `relay-grid` first, then use local file tools only when you need full-file context, verification, or edits.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Define a backend-agnostic contract for routing prompts and responses across OpenCode and future agent systems.
Normalize inbound audio into a stable format for transcription and document temp-file, codec, and cleanup rules.
Define how normalized transcripts enter Open Dispatch, including preferred ingress seam and fallback repost behavior.
Build fixture-driven tests for source ingestion, audio normalization, STT mocks, and end-to-end transcript dispatch.
Apply logging, idempotency, retry, and failure-handling rules for ingestion, transcription, and dispatch workflows.
Implement Slack-specific voice/file ingestion, including clip detection, file metadata lookup, download flow, and thread mapping.