sema
01Plugin Claude Code
Content-addressed vocabulary protocol — shared meaning for AI agents.
Plugin Claude Code
Content-addressed vocabulary protocol — shared meaning for AI agents.
Instructions file CodexOpenCode
Instructions for emergent-wisdom/sema, covering repository agent guide, development workflow, vocabulary changes, vocabulary review and the improvement loop, per pattern.
Instructions file
Instructions for emergent-wisdom/sema: Read and follow AGENTS.md. It is the canonical repository-level workflow for development, vocabulary changes, deployment boundaries, and verification.
Hook
Runs when you submit a prompt, before the agent sees it, executing ref_gate.py. From emergent-wisdom/sema.
Hook
Runs before the agent uses a tool for Agent, Task and SendMessage tool calls, executing ref_gate.py. From emergent-wisdom/sema.
Skill Claude CodeCodex
How to mint new sema patterns — the full pipeline from concept to content-addressed vocabulary entry. Covers required fields, dependency wiring, validation rules, and the hashing model.
Skill Claude CodeCodex
Seed the sema vocabulary by exploring random words. Pull a word from the system dictionary, think about it through the sema lens without forcing it into a pattern, then mint only if a genuinely useful and distinct pattern emerges. Use when the user asks to "seed", "expand", "grow", or "explore new patterns for" the…
Skill Claude CodeCodex
Launch the Sema web UI at localhost:3030 — interactive pattern browser with 3D graph, search, and live updates. Use when the user asks to "open the UI", "show the graph", or wants visual access to the vocabulary.
Skill Claude CodeCodex
Content-addressed vocabulary protocol via the sema MCP server. Use when working with shared vocabulary — searching, resolving, minting, and verifying meaning across agents and conversations.
MCP server Claude CodeCodexCursor +2
Content-addressed semantics for multi-agent coordination. When the hash is the word. Runs locally from the semahash Python package.
emergent-wisdom/understanding-graph
Plugin Claude Code
A persistent medium for fluid, emergent understanding.
emergent-wisdom/understanding-graph
MCP server Claude CodeCodexCursor
A persistent medium for recursive, revisable agent understanding. Runs locally from the understanding-graph npm package. Needs 2 environment variables to run.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Build, debug, refactor, and test software whose canonical source lives in understanding-graph document nodes. Use for coding projects, algorithms, modules, configuration, tests, and structural code rearrangement. Generated files are executable projections and must never be edited directly.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Coordinate concurrent graph-native software work with explicit document-root or subtree ownership, bounded solver tasks, transitive advisory locks, evidence-rich handoffs, regeneration, and one integration path. Use when multiple contributors build or refactor the same graph-native code project.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Draft and revise prose through structure, reader effect, voice, and evidence. Use for books, stories, essays, papers, scripts, and other writing work. Drafts develop as addressable graph units when Understanding mode is active, with requested files generated or mirrored from that state. Software code routes to…
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Exact mutation, revision, relationship, and document-tree rules for the Understanding Graph. Use when persisting or changing graph state. This is a write-contract reference, not a required thinking loop.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Re-enter relevant graph context when beginning a session, changing projects, or when the user explicitly asks for orientation. Use only when prior graph state could affect the work; it is not a ritual for every conversation.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Inspect graph structure when the user asks for a check or when a concrete structural problem may be affecting the work. Treat metrics as diagnostics, never as quotas or semantic-quality scores.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Chronological, source-driven reading that preserves how specific passages move attention, open questions, and sometimes revise prior understanding. Use for books, papers, articles, or other source material without reading ahead or substituting generic recall.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Explore distant graph material through grounded comparison, random perturbation, or temporary forced bisociation. Use when a live task could benefit from leaving its most familiar path without abandoning evidence.
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Use an available Understanding Graph or Undergraph MCP as the persistent medium for substantive reading, research, writing, coding, design, diagnosis, decisions, and other knowledge work. Trigger whenever a user asks for meaningful work in a graph-backed project, even if they do not explicitly say “use the graph.” Let…
emergent-wisdom/understanding-graph
Skill Claude CodeCodex
Launch the 3D graph visualization at localhost:3030. Use when the user wants to see the graph visually.
emergent-wisdom/understanding-graph
MCP server Claude CodeCodexCursor
Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges. Runs locally from the understanding-graph npm package.