Searching protocol for "machine-parseable"
Dual-format MCP responses for humans and bots.
Comments with meaning; structure as data.
Human-readable, append-only audit trails.
XML tag structures for Claude Code agents
Kickstart codebase discovery and architecture.
Structured decision logging for AI workflows.
Generate executable implementation plans.
Generate executable implementation plans.
Standardize HyperSan outputs quickly.
Standardize Git commits with Conventional Commits.
Unified AI Maestro messaging templates for EOAs.
Coordinate multi-agent contributions with structure.