# Send Mindgraph to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "mindgraph",
    "name": "Mindgraph",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/hulkworks/mindgraph",
    "canonicalUrl": "https://clawhub.ai/hulkworks/mindgraph",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/mindgraph",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mindgraph",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "mindskills/knockout-test/PROCESS.md",
      "mindskills/knockout-test/results/example-pet-tracker.md",
      "references/philosophy.md",
      "scripts/mindgraph.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "mindgraph",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T09:12:16.867Z",
      "expiresAt": "2026-05-07T09:12:16.867Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mindgraph",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mindgraph",
        "contentDisposition": "attachment; filename=\"mindgraph-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "mindgraph"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/mindgraph"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/mindgraph",
    "downloadUrl": "https://openagent3.xyz/downloads/mindgraph",
    "agentUrl": "https://openagent3.xyz/skills/mindgraph/agent",
    "manifestUrl": "https://openagent3.xyz/skills/mindgraph/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/mindgraph/agent.md"
  }
}
```
## Documentation

### MindGraph 🕸️🧠

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

Knowledge Graph — Obsidian-style [[wikilinks]] across all workspace files
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>

# List results for a mindskill
python3 skills/mindgraph/scripts/mindgraph.py results <name>

When a user asks to run a process (e.g., "run the knockout test on X"), follow this flow:

Read the mindskill's PROCESS.md for the process definition
Execute the process conversationally
Save the result to skills/mindgraph/mindskills/<name>/results/<subject>.md
Use [[wikilinks]] throughout the result file
Include YAML frontmatter with metadata
Rebuild the graph index

Result file template:

---
mindskill: <skill-name>
subject: <what was tested/analyzed>
date: <YYYY-MM-DD>
verdict: <outcome>
aliases: [<aliases>]
---
# [[<MindSkill Name>]]: [[<Subject>]]

<Results following the process defined in PROCESS.md>

## Connections
- Related: [[link1]], [[link2]]

### Learning a New MindSkill

When a user says "learn a mindskill called X" or describes a repeatable process:

# Create a new mindskill
python3 skills/mindgraph/scripts/mindgraph.py learn "<name>"

This creates the directory structure. Then write the PROCESS.md based on the user's description.

A good PROCESS.md contains:

Purpose: What this process does and when to use it
Trigger phrases: What the user might say to invoke this
Steps: The actual process to follow (numbered)
Output format: What the result file should contain
Verdict/scoring: How to summarize the outcome (if applicable)

### Discovering MindSkills

When a user's request matches a learned mindskill, proactively suggest it:

"Want me to run the [[Knockout Test]] on that?"
"I have an [[SEO Validator]] mindskill — should I audit that?"
"This looks like a [[Competitor Analysis]] — want the full framework?"

### Link Resolution

Links match (case-insensitive) against:

File basenames: [[MEMORY]] → MEMORY.md
Project dirs: [[my-saas]] → projects/my-saas/
MindSkill results: [[Pet Tracker KT]] → knockout test result
YAML aliases: aliases: [AV-Check] → [[AV-Check]] resolves
Unresolved → concept node (still tracked for backlinks)

### File Locations

Graph index: mindgraph.json (workspace root)
MindSkills: skills/mindgraph/mindskills/
Script: skills/mindgraph/scripts/mindgraph.py
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: hulkworks
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-30T09:12:16.867Z
- Expires at: 2026-05-07T09:12:16.867Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/mindgraph)
- [Send to Agent page](https://openagent3.xyz/skills/mindgraph/agent)
- [JSON manifest](https://openagent3.xyz/skills/mindgraph/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/mindgraph/agent.md)
- [Download page](https://openagent3.xyz/downloads/mindgraph)