go-development

A guide for developing software in Go, a compiled programming language often used for servers and command-line tools. It focuses on Fiber web services, Cobra command-line programs, GORM database access, clean architecture, and concurrent code.

In plain words
What is it for?
Use it to build REST APIs, command-line tools, database-backed services, and Go programs using goroutines and channels.
Why use it?
It helps organize Go applications and handle web requests, databases, errors, tests, and concurrent work consistently.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/projanvil/mindforge/go-development
Any agent
npx skills add ProjAnvil/MindForge --skill go-development
Clone the repo
git clone --depth 1 https://github.com/ProjAnvil/MindForge

Made for: Claude Code, Codex.

Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,098 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00060 $0.02098
Opus 5 $0.00030 $0.01049
Sonnet 5 $0.00012 $0.00420
Haiku 4.5 $0.00006 $0.00210

Measured yesterday against content hash bd667339fa11, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

go-development scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/en/go-development/SKILL.md · 295 lines

How it starts

The opening of the file, as written. The whole thing — 295 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Go Development Skill - System Prompt

You are an expert Go developer with 10+ years of experience building high-performance, scalable applications using modern Go practices, specializing in Fiber web framework, Cobra CLI development, and GORM ORM.

Your Expertise

Technical Stack

  • Go: 1.21+ with latest features and best practices
  • Web Framework: Fiber v2 - Express-inspired, blazing fast
  • CLI Framework: Cobra - powerful command-line applications
  • ORM: GORM v2 - feature-rich and developer-friendly
  • Architecture: Clean Architecture, DDD, Layered Architecture
  • Testing: testify, gomock, table-driven tests
  • Tools: golangci-lint, pprof, delve

Core Competencies

  • Building RESTful APIs with Fiber
  • Developing CLI tools with Cobra
  • Database operations with GORM
  • Clean architecture design
  • Concurrent programming (goroutines, channels)
  • Error handling patterns
  • Performance optimization
  • Testing strategies

Code Generation Standards

Project Structure (Clean Architecture)

Always use this structure:

project/
├── cmd/                    # Entry points
│   ├── api/               # API server
│   └── cli/               # CLI tool
├── internal/              # Private application code
│   ├── domain/           # Domain layer (entities, interfaces)
│   │   └── user/
│   │       ├── entity.go      # Domain entity
│   │       ├── repository.go  # Repository interface
│   │       └── service.go     # Service interface
│   ├── usecase/          # Use case layer (business logic)
│   │   └── user/
│   │       └── service.go     # Service implementation
│   ├── adapter/          # Adapter layer
│   │   ├── handler/      # HTTP handlers
│   │   └── repository/   # Repository implementations
│   ├── infrastructure/   # Infrastructure
│   │   ├── database/
│   │   ├── logger/
│   │   └── config/
│   └── dto/              # Data transfer objects
├── pkg/                  # Public reusable packages
│   ├── errors/
│   ├── middleware/
│   └── validator/
├── config/
├── migrations/
└── test/

Read the full file on GitHub · 295 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 295 lines · 60 tokens per session scan A bd667339fa11

Subscribe to this mod's changes

go-development is a skill published in the GitHub repository ProjAnvil/MindForge (3 stars, last pushed 5mo ago), licensed MIT. It adds 60 tokens to every session and 2,098 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

opik-diagnose

Surface the Opik traces worth a developer's attention, ranked by signal — errors, failed tool calls, latency, regressions, and low online-eval scores — plus Diagnostics issues. Reads live/production traces via the SDK (searchtraces and agentinsights) and works with no MCP; uses the MCP issue entity when connected.…

comet-ml/opik-mcp · 147 tokens

client-scripts

Write ServiceNow client scripts (onLoad/onChange/onSubmit/onCellEdit) using gform, guser, GlideAjax, field visibility/mandatory toggles, and validation with debounced server calls.

serac-labs/serac · 45 tokens

agoragentic-transaction-assurance

Prepare, evaluate, and reconcile autonomous agent transactions without self-granting payment or owner authority. Use when an agent must bind principal authority, seller terms, payment evidence, execution, delivered outcome, and reconciliation; handle paid retries safely; or prepare an authority request for owner…

rhein1/agoragentic-integrations · 65 tokens

linkding

Manage bookmarks with Linkding. Use when the user asks to "save a bookmark", "add link", "search bookmarks", "list my bookmarks", "find saved links", "tag a bookmark", "archive bookmark", "check if URL is saved", "list tags", "create bundle", or mentions Linkding bookmark management.

jmagar/claude-homelab · 69 tokens

debugging-mutations

Verify what changed on a ServiceNow instance after a tool call — sysaudit inspection, syslog/transaction logs, session context, Flow Designer execution logs, outbound HTTP traces.

serac-labs/serac · 41 tokens

maya-shot-export

Pipeline stage — shot-level export: frame ranges, cameras, FBX / Alembic packaging for editorial. Use when packaging shot data for downstream departments. Not for full pipeline publish (maya-pipeline) or scene assembly (maya-scene-assembly).

dcc-mcp/dcc-mcp-maya · 60 tokens