go-generics

go-generics is a skill for Claude Code from muratmirgun/gophers. It costs 73 tokens per session (1,612 once invoked), scanned A, original, MIT.

A set of guidelines for Go generics, which let one function or type work with several data types while preserving type checking. It focuses on deciding when generics are appropriate and when ordinary concrete code or interfaces are clearer.

In plain words
What is it for?
Use it when designing reusable functions or types, choosing between generics and interfaces, defining type constraints, or deciding between a type alias and a new type.
Why use it?
It helps avoid adding complicated type parameters where they provide no real reuse or where an existing interface already expresses the needed behavior.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions Claude Code; built for openclaw.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is Read [references/constraints.md](../../../skills/go-generics/references/constraints.md) for the constraint catalogue, when `~` matters, and how type inference i.

Part of the gophers plugin — 26 skills, 4 agents shipped together

Good fit Use it when designing reusable functions or types, choosing between generics and interfaces, defining type constraints, or deciding between a type alias and a new type.

Compare 6 skills from other repositories ↓
Install

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.

Clone the repo
git clone --depth 1 https://github.com/muratmirgun/gophers
agentmods
npx agentmods add skills/muratmirgun/gophers/go-generics

Made for: Claude Code.

Or install gophers, the plugin that ships this one along with the rest of its 26 skills, 4 agents.

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-generics

README.md
[![agentmods](https://agentmods.dev/badge/skills/muratmirgun/gophers/go-generics.svg)](https://agentmods.dev/skills/muratmirgun/gophers/go-generics)
Your own site
<a href="https://agentmods.dev/skills/muratmirgun/gophers/go-generics"><img src="https://agentmods.dev/badge/skills/muratmirgun/gophers/go-generics.svg" alt="Measured on agentmods" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,612 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 $0.00073 $0.01612
Opus 5 $0.00036 $0.00806
Sonnet 5 $0.00015 $0.00322
Haiku 4.5 $0.00007 $0.00161

Measured 8d ago against content hash 45a2640fafec, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

go-generics 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 8d 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.

.claude-plugin/skills/go-generics/SKILL.md · 183 lines

How it starts

The opening of the file, as written. The whole thing — 183 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Go Generics

Generics are a powerful but easy-to-misuse feature. The Go answer is pragmatic: write concrete code first, then generalize only when you have a real second caller.

Core Rules

  1. Write concrete first. Reach for generics only when a second type actually needs the same logic.
  2. If an interface already models the behavior, use the interface. Don't pile type parameters on top.
  3. Prefer standard constraints (comparable, cmp.Ordered, any) over hand-rolled unions.
  4. Don't over-constrain. comparable is usually enough; the narrower the constraint, the fewer callers benefit.
  5. Name type parameters with a single uppercase letter (T, K, V, E) unless a longer name genuinely helps.
  6. Don't use generics for interface satisfaction. func F[T io.Reader](r T) is just func F(r io.Reader).
  7. Don't wrap stdlib containers "for generic convenience" unless you eliminate real duplication.

Decision Flow

Multiple types need the same logic?
├─ No  → concrete type
├─ Yes → do they share a useful interface?
│        ├─ Yes → use the interface
│        └─ No  → use generics

When NOT to Use Generics

// Premature: only ever called with int
func Sum[T constraints.Integer | constraints.Float](xs []T) T {
    var t T
    for _, x := range xs { t += x }
    return t
}

// Better
func SumInts(xs []int) int {
    var t int
    for _, x := range xs { t += x }
    return t
}

"Write code, don't design types." — Griesemer & Taylor

When Generics Pay Off

  • A library function the standard library would have written generically: slices.Index, maps.Keys, slices.SortFunc.
  • Concurrent-safe data structures (typed sets, ordered maps) where boxing into any would be both ugly and slow.
  • Map/Reduce-style helpers that genuinely apply to many element types.

Type Parameter Naming

Name Typical use
T General element / first type
K Map key
V Map value
E Element of a collection
R Result of a transform

Read the full file on GitHub · 183 lines

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. 8d ago First seen · 183 lines · 73 tokens per session scan A 45a2640fafec

Subscribe to this mod's changes

go-generics is a skill published in the GitHub repository muratmirgun/gophers (8 stars, last pushed 27d ago), licensed MIT. It adds 73 tokens to every session and 1,612 once invoked, about $0.0004 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.

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