go-development SKILL.md skillA

go-development from netresearch/go-development-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add netresearch/go-development-skill/go-development@v1.16.5

Pins v1.16.5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
netresearch/go-development-skill
Path
skills/go-development/SKILL.md
Versions recorded
16
Latest version
v1.16.5, committed Nov 8, 2026
First version recorded
Aug 18, 2026
Size
4,146 bytes
Repository stars
13
License
a license file GitHub does not identify

Use when developing Go applications, implementing job schedulers or cron (netresearch/go-cron, ofelia), Docker API integrations, LDAP/AD clients, building resilient services with retry logic, setting up Go test suites (unit/integration/fuzz/mutation), or running golangci-lint.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Go Development Patterns

## Core Principles

### Type Safety

- **Avoid:** `interface{}` (use `any`), `sync.Map`, scattered type assertions, reflection
- **Prefer:** Generics `[T any]`, `errors.AsType[T]` (Go 1.26), concrete types
- Run `go fix ./...` after upgrades

### Consistency

- One pattern per problem domain
- Match existing codebase patterns
- Refactor holistically or not at all
- Config precedence: defaults < config file < env vars < flags

### Testing

- Build tags isolate test tiers: unit (default), `integration`, `e2e`
- Always use `t.Parallel()`, `t.Helper()`, table-driven subtests
- Use `log/slog` directly -- never wrap it in custom Logger interfaces

### Conventions

- Naming: ID, URL, HTTP (not Id, Url, Http) — not tool-enforced (ST1003 is off by default)
- Error wrapping: `fmt.Errorf("failed to process: %w", err)`

## References

Git hooks: `ls lefthook.yml 2>/dev/null && lefthook install || echo "Add lefthook — see references/lefthook-template.md"`

Load as needed:

| Reference | Purpose |
|-----------|---------|
| `references/architecture.md` | Package structure, state mutation completeness |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add netresearch/go-development-skill/go-development@sha256:d2826a1c7abe839e

The line at the top of this page pins the label v1.16.5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_b4ee6c372eckniam.svg)](https://markdownregistry.com/a/art_b4ee6c372eckniam)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 16 versions of this file, between Aug 18, 2026 and Nov 8, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
v1.16.5 latest2026-11-08 968ef2d 4,146 BA view · diff
v1.16.42026-11-02 5d037da 4,146 BA view · diff
v1.16.32026-10-28 c54fbbc 4,146 BA view · diff
v1.16.22026-10-23 80d1e13 4,146 BA view · diff
v1.16.12026-09-29 d79729f 4,146 BA view · diff
v1.16.12026-09-27 40cc29d 4,059 BA view · diff
v1.16.02026-09-22 c5f8481 4,059 BA view · diff
v1.15.52026-09-21 4a46a97 4,059 BA view · diff
v1.15.52026-09-20 b041d79 4,033 BA view · diff
v1.15.42026-09-19 24170b5 4,033 BA view · diff
v1.15.42026-09-18 8d0a91f 4,193 BA view · diff
v1.15.32026-09-12 1965a6e 4,193 BA view · diff
v1.15.22026-09-11 8d8ac51 4,193 BA view · diff
v1.15.12026-09-05 72ae8fd 4,193 BA view · diff
v1.15.02026-08-27 b4a73c7 4,193 BA view · diff
v1.14.02026-08-18 d472ef4 4,193 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4146 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

netresearch/go-development-skill · 13 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_b4ee6c372eckniam
GET https://markdownregistry.com/api/v1/resolve?ref=netresearch/go-development-skill/go-development
GET https://markdownregistry.com/api/v1/blob/d2826a1c7abe839ea5cde8c6ec75cf1a4061460196c1b6473f86f9e32982cd58

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from netresearch/go-development-skill

AGENTS.md AGENTS.md file
netresearch/go-development-skill · AGENTS.md
git:20260929.ecbf842 · audit A · 13 stars

Every file in netresearch/go-development-skill

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