name: mindgraph description: Obsidian-style [[wikilink]] knowledge graph and learnable MindSkills for OpenClaw workspaces. Use for ALL of these: (1) Any workspace file read/write — always use [[wikilinks]] for people, projects, tools, concepts. (2) Running learned processes like knockout-test, seo-validator, competitor-analysis. (3) Querying knowledge — "what do I know about X", "show connections to Y". (4) Learning new repeatable processes — "learn a new mindskill called Z". (5) Memory maintenance — finding orphans, dead links, unconnected files. This skill is always active — treat [[wikilinks]] as standard practice in every markdown file you write.

MindGraph 🕸️🧠

A knowledge graph + learnable process engine for OpenClaw. Two core features:

1. Knowledge Graph — Obsidian-style [[wikilinks]] across all workspace files
2. MindSkills — Learned, repeatable processes that save graph-connected results

Always-On Rules

Every time you write or edit a markdown file, use [[wikilinks]] for:

• People: [[Alice]], [[Bob]]
• Projects: [[my-saas]], [[landing-page]]
• Companies/tools: [[Stripe]], [[Vercel]], [[GitHub]]
• Concepts/frameworks: [[Knockout Test]], [[B2B SaaS]]
• Other agents/models: [[Claude Code]], [[Sonnet]]

This is not optional. Links are how knowledge connects. No links = isolated notes = useless.

NEVER use [[wikilinks]] in messages to the user (Telegram, Discord, etc.). Wikilinks are for workspace files only. In conversations, write names plain: "Alice", not "[[Alice]]".

After significant file changes, rebuild the index:

python3 skills/mindgraph/scripts/mindgraph.py index

Graph Commands

# Build/rebuild index
python3 skills/mindgraph/scripts/mindgraph.py index

# Query a topic (backlinks + context + connections)
python3 skills/mindgraph/scripts/mindgraph.py query "<name>"

# Backlinks only (what references this?)
python3 skills/mindgraph/scripts/mindgraph.py backlinks "<name>"

# Forward links (what does this link to?)
python3 skills/mindgraph/scripts/mindgraph.py links "<file>"

# Bidirectional connections
python3 skills/mindgraph/scripts/mindgraph.py connections "<name>"

# ASCII tree visualization
python3 skills/mindgraph/scripts/mindgraph.py tree "<name>" [depth]

# Find orphans, dead links, unconnected files
python3 skills/mindgraph/scripts/mindgraph.py orphans
python3 skills/mindgraph/scripts/mindgraph.py deadlinks
python3 skills/mindgraph/scripts/mindgraph.py lonely

# Full statistics
python3 skills/mindgraph/scripts/mindgraph.py stats

MindSkills — Learned Processes

MindSkills are repeatable frameworks stored in skills/mindgraph/mindskills/. Each has a defined process and saves results as graph-connected markdown.

Using a MindSkill

# List all learned mindskills
python3 skills/mindgraph/scripts/mindgraph.py skills

# Show a mindskill's process
python3 skills/mindgraph/scripts/mindgraph.py skill <name>