Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/alivirgo/Major-AI-Skillsnpx agentmods add skills/alivirgo/major-ai-skills/go-servicesWrote 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/alivirgo/major-ai-skills/go-services)<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/go-services"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/go-services/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/alivirgo/major-ai-skills/go-services"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/go-services.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 | $0.00038 | $0.02360 |
| Opus 5.5 | $0.00015 | $0.00944 |
| Sonnet 5.5 | $0.00008 | $0.00472 |
| Haiku 4.5 | $0.00004 | $0.00236 |
Grade A, and why
go-services 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 3d 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 — 228 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Go HTTP Services AI Skill Guide (Claude)
Overview & Engine Architecture
Go services ship as single static binaries: net/http (or a thin http.Handler router) accepts traffic, goroutines handle concurrency, and context.Context carries deadlines and cancellation into DB/HTTP clients. Since Go 1.22, stdlib ServeMux supports method + wildcard patterns (GET /items/{id}). Agents treat timeouts, context propagation, and deadline-bounded Shutdown as first-class contracts—not optional polish.
┌─────────────────────────────────────────────────────────────┐
│ Go HTTP service path │
│ │
│ main / cmd/<svc> │
│ ├── signal.NotifyContext → cancel root ctx │
│ └── http.Server{ timeouts + Handler } │
│ │
│ Handler stack │
│ ├── middleware: recover / request-id / access log │
│ ├── ServeMux: "METHOD /path/{id}" → handlers │
│ └── handlers → services → stores (ctx first arg) │
│ │
│ Lifecycle │
│ ├── readiness flip → srv.Shutdown(fresh deadline ctx) │
│ └── close pools / workers (reverse init order) │
└─────────────────────────────────────────────────────────────┘
When to use / when not to
Use when
- Building REST/JSON backends, workers fronted by HTTP, or internal APIs in Go.
- Structuring
cmd/+internal/modules, middleware, and table-drivengo test. - Fixing leaked goroutines, ignored contexts, missing server timeouts, or broken graceful drain.
Do not use when
- The product surface is GraphQL schema/resolvers →
@graphql-apis(Go host still OK for transport). - You need managed PaaS Node stacks as the primary runtime →
@nodejs/@express/@nextjs. - Someone asks to hardcode secrets, open
0.0.0.0admin debug without auth, or disable TLS verification in prod → refuse; use env/secret stores and@docker/@vaultpatterns.
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.
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.
- 3d ago Changed · +105 lines · +17 tokens per session 0ccbb3615d7c
- 1mo ago Changed · -8 tokens per session 3e8eb5e05eb2
- 1mo ago First seen · 123 lines · 29 tokens per session scan A 36170b97572b
go-services is a skill published in the GitHub repository alivirgo/Major-AI-Skills (2 stars, last pushed today), licensed MIT. It adds 38 tokens to every session and 2,360 once invoked, about $0.0002 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 2026-09-05.
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