Fangcun-AI / SkillWard

What it does

• Three-Stage Security Coverage. Static analysis, LLM evaluation, and sandbox execution turn obvious threats and ambiguous warnings into high-confidence decisions
• Autonomous Sandbox Execution. An in-container Agent provisions environments, installs dependencies, repairs common failures, and drives Skills end-to-end with up to 99% deployment success
• Runtime Security Guard. A purpose-built Guard monitors Agent runtime behavior, capturing clear evidence for exfiltration, suspicious network access, sensitive writes, and hidden credential risks
• Ready Out of the Box, Extensible on Demand. Single-skill or batch scans, Quick Scan / Sandbox Scan / Deep Trace modes, tunable via environment variables, LLM provider configuration, and Docker settings
• Evidence-Rich Results. Every scan returns real-time logs, three-stage findings, threat evidence, and remediation guidance that security and platform teams can act on immediately