heartbeat-scanner
Validate your agent nature through SHACL-based heartbeat analysis.
Setup & Installation
Install command
clawhub install darshanochandak/heartbeat-scannerIf the CLI is not installed:
Install command
npx clawhub@latest install darshanochandak/heartbeat-scannerOr install with OpenClaw CLI:
Install command
openclaw skills install darshanochandak/heartbeat-scanneror paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/darshanochandak/heartbeat-scannerWhat This Skill Does
Analyzes posting patterns from a Turtle-format profile to classify the poster as an Agent, Human, Cron, or Hybrid. Uses SHACL validation and a weighted scoring formula based on timing irregularity, meta-cognitive signals, and emotional language. Requires at least 5 posts across 2+ days to produce a classification.
Combines structural data validation with behavioral scoring in a single pass, so malformed profiles fail fast before any classification logic runs.
When to Use It
- Checking if an automated account reads as human or bot
- Validating a Turtle profile file before submission
- Auditing a cron job's posting consistency
- Classifying edge-case hybrid accounts with mixed signals
- Research into agent vs human behavioral fingerprints
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Checking if an automated account reads as human or bot
- 1Checking if an automated account reads as human or bot
- 2Validating a Turtle profile file before submission
- 3Auditing a cron job's posting consistency
- 4Classifying edge-case hybrid accounts with mixed signals
- 5Research into agent vs human behavioral fingerprints
Validate your agent nature through SHACL-based heartbeat analysis.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.