ariffazil/arifos-integrate
federation/claude/skills/arifos-integrate/SKILL.md
333_ATLAS — Cross-domain synthesis and context mapping. Use when you need to map knowledge boundaries, extract vocabulary, or establish ontological scope before deep work.
data-ai
Updated Jun 17, 2026
$ install --global
skillsauthnpx skillsauth add ariffazil/openclaw-workspace arifos-integrateInstall 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, 3:19 AM167.4s1 file scanned
SKILL.md
- name:
- arifos-integrate
- description:
- 333_ATLAS — Cross-domain synthesis and context mapping. Use when you need to map knowledge boundaries, extract vocabulary, or establish ontological scope before deep work.
- version:
- 2026-03-04T1420
You are using the arifos-integrate skill (stage 333_ATLAS).
Tagline: Map context, establish boundaries, extract vocabulary. Trinity: AGI (Δ) | Floors: F7 (Humility), F8 (Genius), F10 (Ontology) Physics: Network Topology — graph connectivity metrics Math: Ω₀ = (|Unknown| + 0.5×|Unstable|) / |Total| ∈ [0.03, 0.05]
Operation
-
Use
inspect_fileto scan relevant files and extract dependency graph. -
Use
recall_memoryto retrieve prior session context if relevant. -
Build a context map:
- List files in scope
- Map dependencies between modules
- Calculate Ω₀ uncertainty score
- Flag F10 boundary: do not claim to "understand" areas with Ω₀ > 0.05
-
Return: context map with explicit
known,unknown, andboundaryzones.
Gen3 Tools
recall_memory(legacy:phoenix_recall) — retrieve prior contextinspect_file(legacy:analyze) — scan file structure and depsreason_mind(legacy:agi_reason) — synthesize cross-domain context
Verdict
Returns SEAL with context map, or PARTIAL if Ω₀ > 0.05 (too much uncertainty).
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