Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
Skill Claude CodeCodex
Run a full static OpenLore analysis and summarize architecture, call graph, refactoring issues, and duplicate code. Use when asked to analyze, map, or assess a codebase without LLM inference.
Skill Claude CodeCodex
Transform a feature idea into an annotated story using a Domain Sketch or Constrained Option Tree. Use when asked to brainstorm, explore, or shape a feature before implementation.
Skill Claude CodeCodex
Debug with OpenLore structural context, an explicit root-cause hypothesis, and RED/GREEN verification. Use when a bug, failure, or regression needs diagnosis and repair.
Skill Claude CodeCodex
Apply a confirmed .openlore/refactor-plan.md with a test gate after each change. Use when asked to execute or continue an OpenLore refactoring plan.
Skill Claude CodeCodex
Author a new OpenSpec domain specification from deterministic OpenLore MCP evidence. Use when asked to reverse-engineer, generate, or document a specification for existing code.
Skill Claude CodeCodex
Implement a brownfield story with OpenLore orientation, risk checks, spec validation, tests, and drift detection. Use when asked to implement or continue a story in an existing codebase.
Skill Claude CodeCodex
Identify a high-priority refactoring target, assess its blast radius, and write .openlore/refactor-plan.md without changing code. Use when asked to plan or prioritize a refactor.
Skill Claude CodeCodex
Review code changes using OpenLore risk, call, coverage, and cluster evidence without editing code. Use when asked for a change review, pre-PR safety check, or merge recommendation.
Skill Claude CodeCodex
Write and run real tests for a function or spec scenario after reading implementation and contract evidence. Use when asked to add, improve, or repair tests without stubs or placeholders.
Skill Claude CodeCodex
Retrieve relevant functions, callers, spec sections, and insertion points from OpenLore before reading source files. Use when starting work that needs structural orientation in an existing codebase.
Skill Claude CodeCodex
Reconcile one existing OpenSpec specification from deterministic OpenLore MCP observations. Use when a spec may be incomplete, stale, partially covered, or orphaned from current code.