Graphify
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
Agent Ready Context
Prepares and maintains the agent-ready repository context surface: AGENTS.md orientation, OpenKB-compiled OKF wiki at okf/wiki/, external evidence staging, Graphify-assisted source packs, and validation. Use when making a repository agent-ready, refreshing okf/wiki/, or keeping AGENTS.md aligned with OKF as the context source of truth.
Skill Creator
Creates or updates vendor-neutral Agent Skills for repeated executable actions. Use when OKF, AGENTS.md, user requests, or repeated agent work reveal a reusable workflow, scriptable operation, tool integration, validation procedure, or action pattern that should live under .agents/skills/ instead of context documents.
Openkb
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Subagent Profile Adapter
Creates and maintains harness-specific subagent/profile adapters after agent-ready context and custom action skills exist. Use when the active harness supports local subagents, personas, agent profiles, or task-scoped execution contexts and the user wants those runtime adapters generated without making them a source of truth.