Use when Go interfaces including interface design, duck typing, and composition patterns.
Run golangci-lint and fix all reported issues.
Use this skill when the user is about to launch, thinks they're ready to go live, wants a pre-launch checklist, or asks 'am I ready to…
When to activate: net/http server, HTTP handlers, middleware, ServeMux, timeouts, TLS, HTTP client in Go
When to activate: Go logging with slog, structured logging, metrics with Prometheus, distributed tracing with OpenTelemetry
Use the functional options pattern for flexible constructor configuration: Define interfaces where they are used, not where they are…
Orchestrated codebase audit. Maps surfaces, deep-dives each surface, groups findings into a coarse plan.md, then refactors and fixes in…
Explain a system, change, plan, or decision in plain English for a project manager: consequences first, with simple diagrams.
Author and refactor model-facing instructions and team-memory vault notes in the lean house style.
Use this skill when the user wants to find and replace text in files, search and replace patterns, or modify file contents.
This skill should be used when the user asks to "write a Go function", "implement this in Go", "structure this Go service", "add error…
Connect a ChatGPT or Codex conversation to GO Society's private cognitive space: load compact ratified organizational context, and only…
Use when designing Go struct/interface APIs or optimizing allocation-heavy hot paths - functional options for constructors, defining…
Review Go code for adherence to Go Style Guide.
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage.
For going to the meeting — files at hand, notes ready: organizes files, documents and gaps; result: negotiation or escalation line.
Sync high-value dev knowledge (skills, decisions, lessons) into Google NotebookLM for cloud recall, podcasts, and flashcards.
Goal-Framing Engine. Translates raw, high-level, or unrefined user intent into structured, execution-ready development goals, boundaries…
Create and execute Goal-Oriented Action Plans (GOAP) with precondition analysis, cost optimization, and adaptive replanning
When to activate: goal setting, OKR, SMART goals, BHAG, backward planning, annual goals, quarterly goals, milestone planning, leading vs…
Design a structured goal-setting protocol using SMART or implementation-intention frameworks for students.