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.
npx skills add rikdc/ai-skills --skill go-backend-implementorgit clone --depth 1 https://github.com/rikdc/ai-skillsWrote 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.
[](https://agentmods.dev/skills/rikdc/ai-skills/go-backend-implementor)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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.Contextas first parameter
Detailed patterns live in the references — read the one relevant to your task:
- references/patterns.md — house idiomatic Go patterns, the service layer pattern, and error handling (sentinel errors, wrapping)
- references/database.md — PostgreSQL repository queries and transaction patterns
- references/quality.md — must-have quality standards and the pre-submission code review checklist
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.
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.
- 2d ago Changed · -1 lines · +80 tokens per session ebd37e3b2c24
- 10d ago First seen · 86 lines · 0 tokens per session scan A c348a015bdb9
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.
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…
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…
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…
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…
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.
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…