RRepoGEO

REPOGEO REPORT · LITE

samber/cc-skills-golang

Default branch main · commit 466ea6df · scanned 6/29/2026, 11:52:16 PM

GitHub: 2,346 stars · 149 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
  • highabout#1
    Clarify the repository description for AI categorization

    Why:

    CURRENT
    🧑‍🎨 A collection of Golang agentic skills that works
    COPY-PASTE FIX
    🧑‍🎨 Production-ready Golang agentic skills for AI coding assistants (e.g., Claude, Copilot, Gemini).
  • hightopics#2
    Add specific Golang topics and remove generic/misleading ones

    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, claude, copilot, gemini, plugin, skills, golang, go, coding-assistant, ai-assistant-skills, production-ready
  • mediumcomparison#3
    Add a 'Comparison' section to clarify what the repo is NOT

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison

This repository provides a collection of Go-specific agent skills. It is **not**:

*   **An AI coding assistant:** Tools like GitHub Copilot, Tabnine, or Gemini are the assistants themselves. This repository provides content *for* them.
*   **A Go framework or library:** Unlike Gin, Echo, or GORM, this project does not provide runtime code for building Go applications. Instead, it offers domain expertise for your AI assistant to use when generating Go code.
*   **A general-purpose skill scoring system:** This project is focused on providing practical Go coding expertise, not evaluating developer skills based on GitHub activity.

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
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Tabnine · recommended 1×
  3. CodeWhisperer · recommended 1×
  4. Google Cloud Code · recommended 1×
  5. JetBrains AI Assistant · recommended 1×
  • CATEGORY QUERY
    Where can I find production-ready Go-specific skills for my AI coding assistant?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeWhisperer
    4. Google Cloud Code
    5. JetBrains AI Assistant
    6. CodiumAI
    7. OpenAI API

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

    Show full AI answer
  • CATEGORY QUERY
    How to add human-reviewed Golang domain expertise to an AI coding assistant?
    you: not recommended
    AI recommended (in order):
    1. GitHub
    2. Gin
    3. Echo
    4. GORM
    5. Go Playground
    6. Go Blog
    7. GPT-3.5
    8. GPT-4
    9. OpenAI's API
    10. Claude
    11. Anthropic
    12. Llama 2
    13. Meta
    14. Mistral
    15. Mistral AI
    16. PostgreSQL
    17. MongoDB
    18. Confluence
    19. Notion
    20. OpenAI Embeddings
    21. Hugging Face Sentence Transformers
    22. Cohere Embeddings
    23. Scale AI
    24. Surge AI
    25. godoc.org
    26. Go by Example
    27. Stack Overflow
    28. OpenAI GPT
    29. Anthropic Claude

    AI recommended 29 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?

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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