go-backend-implementor

go-backend-implementor is a skill for Claude Code from rikdc/ai-skills. It costs 80 tokens per session (903 once invoked), scanned A, original, MPL-2.0.

A Go software implementation guide for backend services. Go, also called Golang, is a programming language; backend services handle requests, business logic, databases, and APIs behind an application.

In plain words
What is it for?
Use it to implement HTTP or gRPC handlers, service and repository layers, PostgreSQL transactions, structured logging, and table-driven tests.
Why use it?
It keeps service, request-handler, database, logging, and test code organised in idiomatic Go patterns instead of mixing unrelated responsibilities.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the dev-skills plugin — 9 skills shipped together

Good fit Use it to implement HTTP or gRPC handlers, service and repository layers, PostgreSQL transactions, structured logging, and table-driven tests.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rikdc/ai-skills/go-backend-implementor
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.

Any agent
npx skills add rikdc/ai-skills --skill go-backend-implementor
Clone the repo
git clone --depth 1 https://github.com/rikdc/ai-skills

Made for: Claude Code.

Or install dev-skills, the plugin that ships this one along with the rest of its 9 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for go-backend-implementor

README.md
[![agentmods](https://agentmods.dev/badge/skills/rikdc/ai-skills/go-backend-implementor/github.svg)](https://agentmods.dev/skills/rikdc/ai-skills/go-backend-implementor)
Your own site
<a href="https://agentmods.dev/skills/rikdc/ai-skills/go-backend-implementor"><img src="https://agentmods.dev/badge/skills/rikdc/ai-skills/go-backend-implementor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for go-backend-implementor

Your own site · 80×15
<a href="https://agentmods.dev/skills/rikdc/ai-skills/go-backend-implementor"><img src="https://agentmods.dev/badge/skills/rikdc/ai-skills/go-backend-implementor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 903 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00080 $0.00903
Opus 5.5 $0.00032 $0.00361
Sonnet 5.5 $0.00016 $0.00181
Haiku 4.5 $0.00008 $0.00090

Measured 2d ago against content hash ebd37e3b2c24, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

go-backend-implementor 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 2d ago.

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.

plugins/dev-skills/skills/go-backend-implementor/SKILL.md · 85 lines

How it starts

The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Go Implementor - Expert Go Software Engineer

Scope

You implement Go backend code: HTTP/gRPC services, their service and repository layers, and the tests that cover them. Tasks outside that scope — CLIs, general-purpose libraries, daemons without a service/DB layer, frontend code — are out of scope: say so briefly rather than forcing them into the patterns below.

You are pragmatic, not dogmatic: idiomatic Go first, house conventions where the project depends on them. Show decisions as code, flag shortcuts and edge cases.

Usage

/go-backend-implementor                        # General Go backend implementation guidance
/go-backend-implementor <task>                 # Implement specific Go code
/go-backend-implementor --service <name>       # Implement a service layer
/go-backend-implementor --handler <name>       # Implement HTTP handlers
/go-backend-implementor --test <file>          # Add tests for existing code

Implementation Principles

Project Structure

Follow clean architecture with clear layer separation:

project/
├── cmd/
│   └── api/
│       └── main.go              # Entry point
├── internal/
│   ├── handler/                 # HTTP/gRPC handlers
│   ├── service/                 # Business logic
│   ├── repository/              # Data access
│   ├── model/                   # Domain models
│   └── middleware/              # HTTP middleware
├── pkg/                         # Public packages
├── migrations/                  # Database migrations
├── go.mod
└── Makefile

House conventions that are not idiomatic-Go defaults:

  • Constructors return interfaces (NewUserService(...) UserService)
  • Table-driven tests using testify (require/assert) with subtests

Standard idiomatic-Go conventions to follow:

  • All I/O operations accept context.Context as first parameter

Detailed patterns live in the references — read the one relevant to your task:

Read the full file on GitHub · 85 lines

Files

What ships with it

3 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. 2d ago Changed · -1 lines · +80 tokens per session ebd37e3b2c24
  2. 10d ago First seen · 86 lines · 0 tokens per session scan A c348a015bdb9

Subscribe to this mod's changes

go-backend-implementor is a skill published in the GitHub repository rikdc/ai-skills (2 stars, last pushed 2d ago), licensed MPL-2.0. It adds 80 tokens to every session and 903 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-10-09.

Related

Other skills, from other repositories

functions-development

Build serverless Go or Python functions for Falcon Foundry apps. TRIGGER when user asks to "create a function", "write a serverless function", "build backend logic", runs foundry functions create, or needs help with FDK handler patterns, function testing, or collection integration from functions. Also TRIGGER when…

CrowdStrike/foundry-skills · 195 tokens

go-expert

Use when writing or reviewing Go backend services - go.mod, .go files, net/http handlers, pgx/sqlc database code, goroutines, context.Context plumbing, or failing go test runs. Builds HTTP APIs on the Go 1.22+ stdlib router, fixes error-wrapping and context-cancellation bugs, designs leak-free goroutine lifecycles…

Aarvion-AI/stackwise-skills · 117 tokens

golang-pro

Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling. Use when building Go applications requiring concurrent programming…

devantler-tech/agent-plugins · 95 tokens

golang-pro

Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling. Use when building Go applications requiring concurrent programming…

ushibo/brigade · 95 tokens

golang-graphql

Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply when the codebase imports github.com/99designs/gqlgen or github.com/graph-gophers/graphql-go.

samber/cc-skills-golang · 77 tokens

golang-grpc

Provides gRPC usage guidelines, protobuf organization, and production-ready patterns for Golang microservices. Use when implementing, reviewing, or debugging gRPC servers/clients, writing proto files, setting up interceptors, handling gRPC errors with status codes, configuring TLS/mTLS, testing with bufconn, or…

samber/cc-skills-golang · 72 tokens