Merge conflict resolution: - Kept fix/graph-motion's conditional layout-stop (only in focused mode) to preserve live layout motion for derived graphs — the core intent of this PR. Must-fix items resolved: 1. plugin.json — removed "hooks": "./hooks/hooks.json" (re-added by this branch, already removed in PR #489 on main as it is auto-loaded). Kept "agents": "./agents". 2. Double Louvain per render — added groupedViewAvailable useMemo in GraphWorkspace (deps: [graphVersion]) that runs community detection once. Passed result into resolveDisplayGraph and resolveDisplayStateSnapshot via new groupedViewAvailable option; both functions skip their internal computeGraphAnalyticsBase call when the value is pre-supplied. 3. graphVersion in displayState deps — removed graphVersion from the displayState memo dep array. displayState now depends on the stable boolean groupedViewAvailable, not on every ADD_NODE/ADD_EDGE tick, so Louvain no longer re-fires on every WebSocket update. 4. hideLabelsOnMove / hideEdgesOnMove flipped to true — intentional: suppressing labels and edges during pan reduces visual noise and is part of the flicker-reduction fix described in the PR. Co-authored-by: ZohaibHassan16 <zohaibhassan1696@gmail.com> Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
Semantica Plugins (Community Guide)
v0.4.0 — 17 domain skills · 3 agents · 8 platform plugins · Knowledge Explorer UI
Semantica ships a shared plugin bundle under plugins/ that works across every major AI coding assistant. Connect any supported platform to Semantica's knowledge graph engine for semantic extraction, decision intelligence, reasoning, provenance, ontology, and export workflows.
Platform Plugins
Semantica provides a dedicated plugin for each platform. Every plugin shares the same skills/, agents/, and hooks/ bundle — only the manifest format differs.
| # | Platform | Plugin Folder | Setup |
|---|---|---|---|
| 1 | Claude Code | .claude-plugin/ |
claude --plugin-dir ./plugins |
| 2 | Cursor | .cursor-plugin/ |
Cursor Marketplace → refresh |
| 3 | Codex | .codex-plugin/ |
Marketplace UI → install |
| 4 | Cline | .cline-plugin/ |
Cline MCP settings |
| 5 | Windsurf | .windsurf-plugin/ |
mcp_config.json |
| 6 | Continue | .continue-plugin/ |
~/.continue/config.json |
| 7 | OpenClaw | .openclaw-plugin/ |
mcporter.json |
| 8 | VS Code | .vscode-plugin/ |
settings.json MCP entry |
What's Included
plugins/
├── skills/ # 17 domain skills (slash commands)
├── agents/ # 3 specialized agents
├── hooks/ # hooks.json
├── .claude-plugin/ # Claude Code manifest + marketplace
├── .cursor-plugin/ # Cursor manifest + marketplace
├── .codex-plugin/ # Codex manifest + marketplace
├── .cline-plugin/ # Cline manifest + marketplace
├── .windsurf-plugin/ # Windsurf manifest + marketplace
├── .continue-plugin/ # Continue manifest + marketplace
├── .openclaw-plugin/ # OpenClaw manifest + marketplace
└── .vscode-plugin/ # VS Code manifest + marketplace
Skills (17)
extract · ingest · query · ontology · validate · deduplicate · embed · reason · decision · causal · temporal · provenance · policy · explain · export · change · visualize
Agents (3)
decision-advisor · explainability · kg-assistant
Prerequisites
git clone https://github.com/Hawksight-AI/semantica.git
cd semantica
pip install semantica # Python 3.10+
Knowledge Explorer (v0.4.0)
Launch the interactive graph dashboard:
semantica-explorer --graph my_graph.json --port 8000
Open http://localhost:5174 to explore:
- Graph — interactive canvas with ForceAtlas2 layout, path highlight, community coloring
- Decisions — causal chains and outcome analysis
- Reasoning — run deductive / abductive rules
- SPARQL — Monaco editor for graph queries
- Vocabulary — ontology concept tree
- Lineage — provenance lineage diagram
- Import / Export — JSON, RDF, Parquet, GraphML
Installation by Platform
Claude Code
claude --plugin-dir ./plugins
Or inside a session:
/plugin marketplace add ./plugins
/plugin install semantica@semantica-local
Verify:
/semantica:decision list
/semantica:explain decision <decision_id>
Cursor
Cursor reads .cursor-plugin/plugin.json and .cursor-plugin/marketplace.json automatically. Publish the plugins/ directory and refresh in Cursor Marketplace to pick up updates.
Verify:
/semantica:visualize topology
/semantica:reason deductive "IF Person(x) THEN Mortal(x)"
Codex
- Ensure your repo marketplace exists at
.agents/plugins/marketplace.json. - Set
source.pathto./pluginsin the plugin entry. - Restart Codex and install from the marketplace UI.
Verify:
/semantica:causal chain --subject <decision_id> --depth 3
Cline
In Cline MCP settings, add:
{
"semantica": {
"command": "python",
"args": ["-m", "semantica.mcp_server"],
"env": {}
}
}
Windsurf
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"semantica": {
"command": "python",
"args": ["-m", "semantica.mcp_server"]
}
}
}
Continue
Add to ~/.continue/config.json:
{
"mcpServers": [
{
"name": "semantica",
"command": "python",
"args": ["-m", "semantica.mcp_server"]
}
]
}
All 17 Semantica skills appear in the @semantica context provider dropdown.
OpenClaw
Add to ~/.openclaw/mcporter.json:
{
"mcpServers": {
"semantica": {
"command": "python",
"args": ["-m", "semantica.mcp_server"],
"transport": "stdio"
}
}
}
Then restart the gateway:
openclaw gateway restart
VS Code
Add to settings.json (GitHub Copilot Chat):
{
"github.copilot.chat.mcp.servers": {
"semantica": {
"command": "python",
"args": ["-m", "semantica.mcp_server"]
}
}
}
Or for the VS Code MCP extension:
{
"mcp.servers": {
"semantica": {
"command": "python",
"args": ["-m", "semantica.mcp_server"]
}
}
}
First Commands to Try
After installing on any platform:
/semantica:decision record <category> "<scenario>" "<reasoning>" <outcome> <confidence>
/semantica:decision list
/semantica:causal chain --subject <decision_id> --depth 3
/semantica:explain decision <decision_id>
/semantica:validate graph
/semantica:visualize topology
Community Notes
- Keep
name/version/keywordsupdated in each manifest before publishing. - Keep skill frontmatter (
name+description) consistent for reliable discovery. - Include
plugins/as-is when sharing — skills, agents, and hooks must stay bundled.