Statistical rule discovery from Go codebase patterns.
Systematic approach to GitHub release preparation following 2025 best practices for Rust workspace projects
Use when GitHub Actions CI is failing on the current branch. Fetches the most recent failed run, reads the error logs, finds the root cause in the code, and fixes it.
Systematic debugging approach for Rust async code with Tokio, Turso, and redb. Use when diagnosing runtime issues, performance problems, async deadlocks, database connection…
Invoke for complex multi-step tasks requiring intelligent planning and multi-agent coordination. Use when tasks need decomposition, dependency mapping,…
Implement stubs until all tests pass
Run release-readiness checks for this repository. Use when validating docs, scripts, verification coverage, and operational safety before merge or release.