Guidelines for creating, reviewing, and improving agent skills.
Guidelines for validation, staging, amending, and commit messages.
Guidelines for dependency injection patterns.
Guidelines for ensuring architectural changes are validated against core use cases.
Orchestrates efficient read and write interactions with the engram unified memory store via MCP tools. Provides deterministic workflows for decomposing observations into atomic memories, composing four-dimensional queries (context, similarity, relationship, time) for maximum retrieval accuracy, managing agent-managed focus context, and linking memories into associative webs at write time. Ensures memories are discoverable, precisely ranked, and structurally connected across sessions.
Guidelines for dual-use architecture (CLI and Go Library), dependency separation, and extensible registry patterns.
Guidelines for configuring the pi.hitl CEL-based permission sandbox via permissions.yaml files.
Guidelines for ensuring feature parity and core principles when developing Dux User Interfaces.