Agent Skills Centralized Tools for Cross-Agent Portability

Tooling moved to a canonical shared surface so skills run more consistently across different agent runtimes.

Under the hood, this is a big unlock.

Tool implementations were centralized under a shared tools/ architecture, which made skill behavior more portable and less runtime-specific.

Reference commit: 0739380