Caliber hits 888 stars, keeps context fresh

Hot take: this is less a prompt library and more an attempt to turn agent setup into a maintainable system, which is the right problem to solve if teams are serious about production use.

• –Strong angle: it addresses a real failure mode, stale agent instructions, rather than adding yet another generic prompt pack.
• –The multi-tool support is the hook: teams using different coding agents need one source of truth, not three divergent rule files.
• –The deterministic scoring/audit framing is compelling because it gives teams a concrete quality signal instead of relying on vibes.
• –What would make it more useful: opinionated templates for real production scenarios, clearer migration paths from existing rules files, and examples for common stack types.
• –The community feedback ask is good because the repo’s value likely grows with niche, battle-tested patterns rather than broad abstraction.