Original
Go Service Boundaries
Implement cohesive Go packages with thin transports, explicit dependency and transaction ownership, and shared application policy across API, CLI, and MCP entry points.
Goexperimental
← All bundles
7 CANONICAL SKILLS · V0.1.0
Go Backend Engineering
Cohesive services, bounded concurrency, deterministic tests, measured performance, and transaction ownership.
Inspect the selection
View manifest ↗Run from a full toolkit checkout. This prints a file manifest, not an installer.
node tools/bundle.mjs resolve go-backendOriginal
Go Concurrency and Cancellation
Implement bounded Go concurrency with clear goroutine lifetimes, cancellation, backpressure, channel ownership, and verified shutdown/error behavior.
Goexperimental
Original
Go Deterministic Testing
Design Go tests with independent assertions, controlled in-process timing, bounded fuzz/race checks, and isolated real dependencies for persistence and network semantics.
Goexperimental
Original
Go Performance Profiling
Investigate Go latency, CPU, allocation, and contention bottlenecks using representative profiles, controlled benchmarks, and correctness-preserving changes.
Goexperimental
Original
PostgreSQL Transaction Boundaries
Implement database invariants with explicit transaction ownership, isolation decisions, constraint-backed concurrency control, and retry-safe effects.
Dataexperimental
Original
Behavior Test Design
Turn a feature or bug contract into focused tests with explicit input partitions, observable outcomes, boundary cases, and evidence that the tests detect the behavior they are meant to protect.
Testingexperimental
Original
Evidence First Debugging
Investigate a reproducible software failure by separating observations from explanations, testing competing hypotheses, and verifying a minimal repair against the original failure.
Debuggingexperimental
Tailor context, not a second copy.
Pick the skill needed for the current task. A private adapter supplies project-specific roots, command IDs, accepted contracts, and policy. It should pin and verify the public revision before exposing guidance to an internal agent.
Skill effectiveness remains experimental. Package validation and content hashes do not establish host compatibility, artifact authenticity, or permission to execute.
Read the private-adapter boundary ↗