This case study is optional context. The main project documentation uses neutral language; this page briefly explains the real migration that motivated the suite.
Key lessons:
- Token price alone is less important than task completion efficiency.
- Open provider routing matters when model quality changes quickly.
- Private knowledge-base workflows need explicit privacy boundaries.
- Tool-specific syntax and generated config should not leak into bundled OpenCode artifacts.
- Project rules should land in
AGENTS.mdonly; do not keep dual rule files or vendor-named agent identity in published skills and commands.