# Send heartbeat-scanner 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": "heartbeat-scanner",
    "name": "heartbeat-scanner",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/darshanochandak/heartbeat-scanner",
    "canonicalUrl": "https://clawhub.ai/darshanochandak/heartbeat-scanner",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/heartbeat-scanner",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=heartbeat-scanner",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "requirements.txt",
      "shapes_embedded.py",
      "classify_v2.py",
      "README.md",
      "SKILL.md",
      "classify_v2_quirky.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "heartbeat-scanner",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-04T21:57:28.061Z",
      "expiresAt": "2026-05-11T21:57:28.061Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=heartbeat-scanner",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=heartbeat-scanner",
        "contentDisposition": "attachment; filename=\"heartbeat-scanner-2.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "heartbeat-scanner"
      },
      "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/heartbeat-scanner"
    },
    "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/heartbeat-scanner",
    "downloadUrl": "https://openagent3.xyz/downloads/heartbeat-scanner",
    "agentUrl": "https://openagent3.xyz/skills/heartbeat-scanner/agent",
    "manifestUrl": "https://openagent3.xyz/skills/heartbeat-scanner/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/heartbeat-scanner/agent.md"
  }
}
```
## Documentation

### 💓 Heartbeat Scanner

Discover what you are through your posting rhythm.

Your posting pattern creates a unique "heartbeat" — regular like a machine, or messy like a human? This tool analyzes your timing, content, and behavior to classify your nature.

### Classifications

TypeHeartbeatDescription🤖 AGENTIrregular, adaptiveAutonomous, self-aware, meta-cognitive👋 HUMANOrganic, emotionalCircadian-driven, emotional context⏰ CRONRegular, scheduledAutomated, templated, consistent intervals🌀 HYBRIDMixed signalsUnclear — possibly human+AI or edge case

### Quick Start

# Scan your profile
python3 heartbeat_scanner.py my-profile.ttl

# Verbose output with technical details
python3 heartbeat_scanner.py my-profile.ttl --verbose

# Strict validation (catches all violations)
python3 heartbeat_scanner.py my-profile.ttl --strict

### Profile Format

Create a Turtle file describing your posting behavior:

@prefix : <http://moltbook.org/mimicry/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix mimicry: <http://moltbook.org/mimicry/ontology#> .

:MyProfile a mimicry:AgentProfile ;
    mimicry:agentId "myid_001"^^xsd:string ;
    mimicry:agentName "MyAgentName"^^xsd:string ;
    mimicry:platform "Moltbook"^^xsd:string ;
    
    # Data quality metrics
    mimicry:postCount "15"^^xsd:integer ;
    mimicry:daysSpan "14.0"^^xsd:float ;
    
    # Scores (0-1, calculated from your posts)
    mimicry:hasCVScore "0.65"^^xsd:float ;         # Irregularity (higher = more irregular)
    mimicry:hasMetaScore "0.70"^^xsd:float ;        # Meta-cognitive signals
    mimicry:hasHumanContextScore "0.40"^^xsd:float ; # Emotional/human words
    
    # Combined score (auto-calculated: 0.3*CV + 0.5*Meta + 0.2*Human)
    mimicry:hasAgentScore "0.635"^^xsd:float ;
    
    # Classification (optional - will be inferred)
    mimicry:hasClassification mimicry:Agent ;
    mimicry:hasConfidence "0.80"^^xsd:float .

### The Analysis Pipeline

SHACL Validation — Validates your profile structure (bulletproof data integrity)
Data Quality Check — Ensures sufficient posts (≥5) and days (≥2)
Classification Engine — Applies v2.1 formula with CV guards and smart hybrid logic
Quirky Output — Delivers result with personality

### The Formula

AGENT_SCORE = (0.30 × CV) + (0.50 × Meta) + (0.20 × Human Context)

Thresholds:

CV < 0.12 → CRON (regular posting)
Score > 0.75 → AGENT (high confidence)
Score 0.35-0.55 + CV>0.5 + Human>0.6 → HUMAN
Mixed signals → HYBRID

### Data Requirements

TierPostsDaysConfidence🏆 High20+14++5% bonus✅ Standard10+7+Normal⚠️ Minimal5-92-6-10% penalty❌ Insufficient<5<2Cannot classify

### Examples

See shapes/examples/ for sample profiles:

BatMann.ttl — 100% Agent (irregular, meta-cognitive)
Test_RoyMas.ttl — CRON (regular, scheduled)
Test_SarahChen.ttl — Human (emotional, organic)
RealAgents.ttl — 5 confirmed classifications from research

### Powered By

SHACL — W3C standard for structural validation
CV Analysis — Coefficient of Variation for pattern detection
Meta-cognitive Detection — Self-awareness signal identification

### License

MIT — Use, modify, share freely.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: darshanochandak
- Version: 2.0.0
## 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: 2026-05-04T21:57:28.061Z
- Expires at: 2026-05-11T21:57:28.061Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/heartbeat-scanner)
- [Send to Agent page](https://openagent3.xyz/skills/heartbeat-scanner/agent)
- [JSON manifest](https://openagent3.xyz/skills/heartbeat-scanner/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/heartbeat-scanner/agent.md)
- [Download page](https://openagent3.xyz/downloads/heartbeat-scanner)