The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Open Knowledge Format for coding agents. Author, validate, lint, search, and visualize portable Markdown knowledge bundles. One gem carries the agent skill, the CLI and Ruby library, and an interactive graph. Docker and Claude Code plugin included, 100% local.
docker-image
documentation
harness
knowledge-graph
knowledge-management
llm-tools
markdown
okf
open-knowledge-format
ruby
structured-knowledge
toolkit
yaml
everything-claude-code vs okf-gem - AI Skills Comparison | SkillsLLM