# Send Obsidian Ontology Sync 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": "obsidian-ontology-sync",
    "name": "Obsidian Ontology Sync",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/parthpandya1729/obsidian-ontology-sync",
    "canonicalUrl": "https://clawhub.ai/parthpandya1729/obsidian-ontology-sync",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/obsidian-ontology-sync",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=obsidian-ontology-sync",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "scripts/sync.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/obsidian-ontology-sync"
    },
    "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/obsidian-ontology-sync",
    "downloadUrl": "https://openagent3.xyz/downloads/obsidian-ontology-sync",
    "agentUrl": "https://openagent3.xyz/skills/obsidian-ontology-sync/agent",
    "manifestUrl": "https://openagent3.xyz/skills/obsidian-ontology-sync/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/obsidian-ontology-sync/agent.md"
  }
}
```
## Documentation

### Obsidian-Ontology Sync

Philosophy: Obsidian is PRIMARY (human writes natural notes) → Ontology is DERIVED (machine extracts structure) → Feedback loop improves both

### Core Concept

Obsidian Notes (Markdown)
    ↓ Extract (every 3 hours)
Ontology Graph (Structured)
    ↓ Query & Analyze
Insights & Suggestions
    ↓ Feedback
Improved Note Templates

### When to Use

SituationActionAfter creating/updating contactsRun sync to extract entitiesBefore business queriesSync then query ontologyWeekly reviewSync + analyze + get suggestionsNew project setupExtract entities + suggest structureTeam status trackingSync daily-status → ontology → analytics

### From Contact Notes (references/contacts/*.md)

Extracts:

Person entity (name, email, phone)
works_at → Organization
met_at → Event
assigned_to → Project (if mentioned)
status → (prospect, warm_lead, client, etc.)

Example:

# Alice Johnson

**Email:** alice@company.com
**Company:** Acme Corp
**Met At:** Tech Conference 2026
**Projects:** Project Alpha

## Notes
Great developer, responsive communication.

Becomes:

{
  "entity": {
    "id": "person_alice_johnson",
    "type": "Person",
    "properties": {
      "name": "Alice Johnson",
      "email": "alice@company.com",
      "notes": "Great developer, responsive communication"
    }
  },
  "relations": [
    {"from": "person_alice_johnson", "rel": "works_at", "to": "org_acme"},
    {"from": "person_alice_johnson", "rel": "met_at", "to": "event_tech_conference_2026"},
    {"from": "person_alice_johnson", "rel": "assigned_to", "to": "project_alpha"}
  ]
}

### From Client Notes (references/clients/*.md)

Extracts:

Organization entity
has_contract_value → number
projects → Project entities
primary_contact → Person

### From Team Notes (references/team/*.md)

Extracts:

Person entity
works_for → Organization
assigned_to → Project[]
reports_to → Person
response_pattern → (proactive, reactive, non-responsive)

### From Daily Status (daily-status/YYYY-MM-DD/*.md)

Extracts:

response_time property on Person
status_update → Event
blockers → Issue entities
behavioral_pattern tracking

### From Project Notes (projects/*.md)

Extracts:

Project entity
for_client → Organization
team → Person[]
status, value, deadline

### 1. Extract Phase (Markdown → Ontology)

# Run extraction
python3 skills/obsidian-ontology-sync/scripts/sync.py extract

# What it does:
# 1. Scan configured Obsidian directories
# 2. Parse markdown frontmatter + content
# 3. Extract entities (Person, Project, Organization, etc.)
# 4. Extract relationships (works_at, assigned_to, etc.)
# 5. Write to ontology using append-only operations

Detection Rules:

# Contact files
if file.startswith("references/contacts/"):
    entity_type = "Person"
    extract_email_from_content()
    extract_company_from_property("Company:")
    extract_projects_from_links([[Project]])
    
# Client files
if file.startswith("references/clients/"):
    entity_type = "Organization"
    extract_contract_value()
    extract_projects()
    
# Team files
if file.startswith("references/team/"):
    entity_type = "Person"
    role = "team_member"
    extract_assignments()
    extract_response_patterns()

### 2. Analysis Phase (Ontology → Insights)

# Run analytics
python3 skills/obsidian-ontology-sync/scripts/sync.py analyze

# Generates insights like:
# - "3 team members have no assigned projects"
# - "Contact 'John Doe' missing email address"
# - "Project 'X' has 5 people but no client linked"
# - "10 contacts from AI Summit not linked to follow-up tasks"

### 3. Feedback Phase (Insights → Improve PKM)

# Get suggestions
python3 skills/obsidian-ontology-sync/scripts/sync.py feedback

# Creates:
# - Missing property suggestions
# - Broken link reports
# - Relationship suggestions
# - Template improvements

Example Feedback:

# Sync Feedback - 2026-02-27

## Missing Information (10 items)
- [ ] \`Alice Johnson\` missing phone number
- [ ] \`Bob\` missing email in team file
- [ ] Project \`Project Alpha\` missing deadline

## Suggested Links (5 items)
- [ ] Link \`Jane Doe\` (TechHub) to organization \`TechHub\`
- [ ] Link \`Eve\` to project (found in daily-status but not in team file)

## Relationship Insights
- \`Project Alpha\` team: Alice, Carol, David (extracted from daily-status)
- Suggest updating project file with team assignments

## Template Suggestions
- Add \`Projects: [[]]\` field to contact template
- Add \`Response Pattern:\` field to team template

### config.yaml

# /root/life/pkm/ontology-sync/config.yaml

obsidian:
  vault_path: /root/life/pkm
  
  # What to sync
  sources:
    contacts:
      path: references/contacts
      entity_type: Person
      extract:
        - email_from_content
        - company_from_property
        - projects_from_links
    
    clients:
      path: references/clients
      entity_type: Organization
      extract:
        - contract_value
        - projects
        - contacts
    
    team:
      path: references/team
      entity_type: Person
      role: team_member
      extract:
        - assignments
        - response_patterns
        - reports_to
    
    daily_status:
      path: daily-status
      extract:
        - response_times
        - behavioral_patterns
        - blockers

ontology:
  storage_path: /root/life/pkm/memory/ontology
  format: jsonl  # or sqlite for scale
  
  # Entity types to track
  entities:
    - Person
    - Organization
    - Project
    - Event
    - Task
  
  # Relationships to extract
  relationships:
    - works_at
    - assigned_to
    - met_at
    - for_client
    - reports_to
    - has_task
    - blocks

feedback:
  output_path: /root/life/pkm/ontology-sync/feedback
  generate_reports: true
  suggest_templates: true
  highlight_missing: true

schedule:
  # Run via cron every 3 hours
  sync_interval: "0 */3 * * *"
  analyze_daily: "0 9 * * *"  # 9 AM daily
  feedback_weekly: "0 10 * * MON"  # Monday 10 AM

### Setup Automatic Sync

# Add to OpenClaw cron
python3 skills/obsidian-ontology-sync/scripts/setup-cron.py

# Or manually via cron tool
cron add \\
  --schedule "0 */3 * * *" \\
  --task "python3 skills/obsidian-ontology-sync/scripts/sync.py extract" \\
  --label "Obsidian → Ontology Sync"

Cron Jobs Created:

Every 3 hours: Extract entities from Obsidian → Update ontology
Daily 9 AM: Run analytics and generate insights
Weekly Monday 10 AM: Generate feedback report + template suggestions

### Queries (Using Ontology)

Once synced, you can query:

# All team members on high-value projects
python3 skills/ontology/scripts/ontology.py query \\
  --type Person \\
  --where '{"role":"team_member"}' \\
  --related assigned_to \\
  --filter '{"type":"Project","value__gt":400000}'

# Contacts from specific event not yet followed up
python3 skills/ontology/scripts/ontology.py query \\
  --type Person \\
  --where '{"met_at":"event_tech_conference_2026"}' \\
  --missing has_task

# Team response patterns
python3 skills/ontology/scripts/ontology.py query \\
  --type Person \\
  --where '{"role":"team_member"}' \\
  --aggregate response_pattern

# Projects by client
python3 skills/ontology/scripts/ontology.py query \\
  --type Project \\
  --group-by for_client \\
  --count

### Example 1: Missing Email Detection

Ontology finds: Person entity with no email property

Feedback generated:

## Missing Contact Information

The following team members are missing email addresses:

- [ ] Bob (\`references/team/Bob.md\`)
- [ ] Lucky (\`references/team/Lucky.md\`)

**Suggestion:** Add email field to team member template:
\\\`\\\`\\\`markdown
**Email:** 
\\\`\\\`\\\`

### Example 2: Broken Project Links

Ontology finds: Person assigned_to Project that doesn't exist

Feedback generated:

## Broken Project References

Found references to projects that don't have dedicated files:

- [ ] "Project Epsilon" mentioned in team files but no \`projects/Project Epsilon.md\`
- [ ] "Project Delta Tata DT" assigned but no project file

**Suggestion:** Create project files with template

### Example 3: Relationship Discovery

Ontology finds: Multiple people working at same company

Feedback generated:

## Suggested Company Grouping

Found 3 contacts at "TechHub":
- Jane Doe
- [2 others from daily-status mentions]

**Suggestion:** Create \`references/clients/TechHub.md\` and link contacts

### Morning Routine (9 AM)

# Cron runs analysis
# Generates daily-insights.md with:
- Response rate from yesterday's status requests
- Projects needing attention (blockers mentioned)
- Contacts to follow up (met > 3 days ago, no task)

### Weekly Review (Monday 10 AM)

# Cron generates weekly feedback
# Creates suggestions for:
- Missing information to fill in
- Broken links to fix
- New templates to adopt
- Relationship insights

### On-Demand Queries

# Before a meeting
"Show me all interactions with Client X"

# Resource planning
"Which team members are on <3 projects?"

# Sales pipeline
"Contacts met at conferences in last 30 days without follow-up"

### ✅ For You

Zero Extra Work: Just keep writing normal Obsidian notes
Automatic Structure: Ontology extracted automatically
Powerful Queries: Find patterns across all your data
Quality Improvement: Feedback loop catches missing info
No Double Entry: Single source of truth (Obsidian)

### ✅ For Team Management

Track who's on which project (auto-extracted)
Monitor response patterns (from daily-status)
Identify unbalanced workloads
Find blockers across projects

### ✅ For Sales/BD

Track contact network (who you met, where, when)
Follow-up reminders (contacted >7 days ago)
Relationship mapping (who knows who)
Pipeline insights (prospects → warm → clients)

### ✅ For Finance

Project valuations (extracted from client notes)
Team cost allocation (people → projects → revenue)
Revenue forecasting (active projects × value)

### File Structure After Sync

/root/life/pkm/
├── references/
│   ├── contacts/          # Source notes (you write these)
│   ├── clients/           # Source notes
│   └── team/              # Source notes
├── daily-status/          # Source notes
├── projects/              # Source notes
│
├── memory/ontology/       # Generated ontology
│   ├── graph.jsonl        # Entity/relation storage
│   └── schema.yaml        # Type definitions
│
└── ontology-sync/         # Sync outputs
    ├── config.yaml        # Your config
    ├── feedback/
    │   ├── daily-insights.md
    │   ├── weekly-feedback.md
    │   └── suggestions.md
    └── logs/
        └── sync-YYYY-MM-DD.log

### Advanced: Bidirectional Sync

Future capability:

Update Obsidian notes FROM ontology insights:

# Automatically add missing fields
python3 skills/obsidian-ontology-sync/scripts/sync.py apply-feedback

# What it does:
# - Adds missing email field to contact notes
# - Creates suggested project files
# - Links related entities
# - Updates frontmatter

Safety: Always creates backup before modifying files.

### Comparison with Alternatives

ApproachProsConsManual ontologyFull controlToo much work, falls behindObsidian onlySimpleNo structured queriesOntology onlyPowerful queriesNot human-friendlyThis skillBest of bothInitial setup needed

### 1. Install Dependencies

# Already have ontology skill installed
clawhub install obsidian  # If not already installed

### 2. Create Config

python3 skills/obsidian-ontology-sync/scripts/init.py

# Creates:
# - config.yaml with your vault path
# - ontology directory structure
# - cron jobs

### 3. Run First Sync

# Manual first sync to test
python3 skills/obsidian-ontology-sync/scripts/sync.py extract --dry-run

# See what would be extracted
# Review, then run for real:
python3 skills/obsidian-ontology-sync/scripts/sync.py extract

### 4. Enable Automatic Sync

python3 skills/obsidian-ontology-sync/scripts/setup-cron.py

# Confirms cron jobs:
# ✓ Sync every 3 hours
# ✓ Daily analysis at 9 AM
# ✓ Weekly feedback Monday 10 AM

### 5. Query Your Data

# Try some queries
python3 skills/obsidian-ontology-sync/scripts/query.py "team members on high value projects"

### Extraction Issues

# Dry run to see what would be extracted
python3 skills/obsidian-ontology-sync/scripts/sync.py extract --dry-run --verbose

# Check specific file
python3 skills/obsidian-ontology-sync/scripts/debug.py \\
  --file references/contacts/Alice.md

### Query Not Finding Data

# Check what's in ontology
python3 skills/ontology/scripts/ontology.py query --type Person

# Verify sync ran
cat /root/life/pkm/ontology-sync/logs/sync-latest.log

### Feedback Not Generated

# Manually run analysis
python3 skills/obsidian-ontology-sync/scripts/sync.py analyze
python3 skills/obsidian-ontology-sync/scripts/sync.py feedback

### Version History

1.0.0 (2026-02-27) - Initial version with extraction, analysis, feedback loop

Author: Built for team management, contact tracking, and business intelligence at scale
License: MIT
Tags: obsidian, ontology, knowledge-graph, pkm, automation, sync
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: parthpandya1729
- Version: 1.0.1
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-30T16:55:25.780Z
- Expires at: 2026-05-07T16:55:25.780Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/obsidian-ontology-sync)
- [Send to Agent page](https://openagent3.xyz/skills/obsidian-ontology-sync/agent)
- [JSON manifest](https://openagent3.xyz/skills/obsidian-ontology-sync/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/obsidian-ontology-sync/agent.md)
- [Download page](https://openagent3.xyz/downloads/obsidian-ontology-sync)