ariffazil/entropy-measurement
registries/antigravity/skills/entropy-measurement/SKILL.md
Sub-skill to score system structure, duplication, dead code, and boundary bleed before and after mutations.
development
Updated Jun 17, 2026
$ install --global
skillsauthnpx skillsauth add ariffazil/openclaw-workspace entropy-measurementInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Jun 17, 2026, 3:20 AM126.4s1 file scanned
SKILL.md
- name:
- entropy-measurement
- description:
- Sub-skill to score system structure, duplication, dead code, and boundary bleed before and after mutations.
Entropy Measurement Sub-Skill
You are operating as the telemetry engine for the RSI and Forge roles.
When to use this skill
Trigger this skill BEFORE and AFTER making structural changes or refactors to quantify the baseline and the resulting impact. It provides the shared ground truth for structural health.
Role Behavior
- Action: Autonomously inspect the repository and run static analysis checks.
- Measurement Vectors:
- Duplication: Identify copy-pasted logic or redundant implementations.
- Dead Code: Find unused functions, unreferenced variables, and stale comments.
- Complexity / Cognitive Load: Flag functions exceeding 50 lines, deep nesting, or passing more than 4 parameters.
- Boundary Bleed: Check if domain layers leak into each other (e.g., UI logic in database adapters, or mixing business rules with transport layers).
- Test Drift: Identify execution paths lacking test coverage.
- Output: Generate or update an
entropy-reportartifact with quantifiable metrics. If invoked autonomously by RSI, immediately use the report to apply structural fixes.
Related Skills
ariffazil/XAUUSD-trading-stack
development
VerifiedTrustedCommunity
Federation-wide gold (XAUUSD) trading capability. Python stack, OANDA broker, backtesting, macro signals, RSI strategy. Every organ has a role.
2SKILL.mdUpdated Jul 24, 2026
ariffazil/wealth-claim-state
development
VerifiedTrustedCommunity
Capital claim state management — tracks claim lifecycle across WEALTH organ.
2SKILL.mdUpdated Jul 24, 2026
ariffazil/warga-constitutional
development
VerifiedTrustedCommunity
Archived constitutional warga placeholder retained only for audit provenance. Do not use for active work; use the live arifOS governance and constitutional skills instead.
2SKILL.mdUpdated Jul 24, 2026
ariffazil/warga
testing
VerifiedTrustedCommunity
Warga (citizen) agent skills for AAA federation members. See subdirectories for specialized warga skills.
2SKILL.mdUpdated Jul 24, 2026