RRepoGEO

REPOGEO REPORT · LITE

samber/cc-skills-golang

Default branch main · commit 61451c6b · scanned 5/18/2026, 5:07:28 PM

GitHub: 1,725 stars · 111 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface samber/cc-skills-golang, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to clarify agent skill type

    Why:

    CURRENT
    # Agent Skills for production-ready Golang projects
AI agent skills are reusable instruction sets that extend your coding assistant with domain-specific expertise, loaded on demand so they don't bloat your context. This repository covers **Go-specific** skills only (language, testing, security, observability, etc.); for dev workflow skills (git conventions, CI/CD, PR reviews) you'll want to add a separate skills plugin.
    COPY-PASTE FIX
    # Go Agent Skills: Production-Ready Plugins for AI Coding Assistants
This repository provides a collection of **Go-specific agent skills** – reusable, domain-specific instruction sets designed to extend and enhance your existing AI coding assistant (like Claude Code, Gemini CLI, or Openclaw). Unlike static analysis tools or LLM frameworks, these are ready-to-use plugins that add Go language, testing, security, and observability expertise directly to your agent's context, on demand.
  • mediumtopics#2
    Refine topics to emphasize AI assistant plugins

    Why:

    CURRENT
    agent, agent-skills, ai, antigravity, claude, claude-code, code, codex, coding, copilot, cursor, gemini, gemini-cli-extension, openclaw, opencode, plugin, skills, skillsmp, vibe-coding
    COPY-PASTE FIX
    agent, agent-skills, ai, ai-assistant-plugins, claude, claude-code, gemini, gemini-cli-extension, golang, golang-skills, openclaw, plugin, skills, coding-assistant-skills
  • lowreadme#3
    Add a 'What this is NOT' section to the README

    Why:

    COPY-PASTE FIX
    ## 🚫 What these skills are NOT
These agent skills are not a static analysis tool (like `go vet` or `golangci-lint`), nor are they an LLM framework or library (like `Go-LLM` or `LangChainGo`). They are specific, reusable instruction sets designed to be loaded by *existing* AI coding assistants to provide Go-specific expertise.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface samber/cc-skills-golang
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
go vet
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. go vet · recommended 1×
  2. dominikh/go-tools · recommended 1×
  3. golangci/golangci-lint · recommended 1×
  4. gofmt · recommended 1×
  5. golang/tools · recommended 1×
  • CATEGORY QUERY
    How to enhance my AI coding assistant with Go language best practices?
    you: not recommended
    AI recommended (in order):
    1. go vet
    2. staticcheck (dominikh/go-tools)
    3. golangci-lint (golangci/golangci-lint)
    4. gofmt
    5. goimports (golang/tools)
    6. errcheck (kisielk/errcheck)
    7. revive (mgechev/revive)

    AI recommended 7 alternatives but never named samber/cc-skills-golang. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find reusable Go-specific instruction sets for AI development agents?
    you: not recommended
    AI recommended (in order):
    1. Go-LLM (go-llm/llm)
    2. LocalAI (mudler/LocalAI)
    3. Gopher-LLM (gopher-llm/gopher-llm)
    4. Go-OpenAI (sashabaranov/go-openai)
    5. LangChainGo (tmc/langchaingo)
    6. Gorgonia (gorgonia/gorgonia)
    7. Go-Torch (gorgonia/gotorch)

    AI recommended 7 alternatives but never named samber/cc-skills-golang. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of samber/cc-skills-golang?
    pass
    AI named samber/cc-skills-golang explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts samber/cc-skills-golang in production, what risks or prerequisites should they evaluate first?
    pass
    AI named samber/cc-skills-golang explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo samber/cc-skills-golang solve, and who is the primary audience?
    pass
    AI named samber/cc-skills-golang explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of samber/cc-skills-golang. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/samber/cc-skills-golang.svg)](https://repogeo.com/en/r/samber/cc-skills-golang)
HTML
<a href="https://repogeo.com/en/r/samber/cc-skills-golang"><img src="https://repogeo.com/badge/samber/cc-skills-golang.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

samber/cc-skills-golang — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
samber/cc-skills-golang — RepoGEO report