47network/layer-inference-planner
skills/compute-mesh/layer-inference-planner/SKILL.md
Plans AirLLM-style layer-by-layer inference across mesh devices for running large models on limited hardware.
$ install --global
skillsauthnpx skillsauth add 47network/Sven layer-inference-plannerInstall 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: Apr 23, 2026, 5:51 PM73.0s2 files scanned
SKILL.md
- name:
- layer-inference-planner
- description:
- Plans AirLLM-style layer-by-layer inference across mesh devices for running large models on limited hardware.
- version:
- 0.1.0
- publisher:
- acmecorp
- handler_language:
- typescript
- handler_file:
- handler.ts
- type:
- object
- enum:
- [plan_single, plan_distributed, estimate, visualize]
- required:
- [action]
layer-inference-planner
Plans AirLLM-style layer-by-layer inference for running 70B+ models on constrained hardware. Supports single-device sequential inference and multi-device pipeline distribution with activation transfer estimation.
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