RRepoGEO

REPOGEO REPORT · LITE

repowise-dev/claude-code-prompts

Default branch master · commit 989fc0e7 · scanned 5/16/2026, 9:02:55 AM

GitHub: 1,009 stars · 364 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 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 repowise-dev/claude-code-prompts, 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 the RepoWise section in the README

    Why:

    CURRENT
    The entire 'Check out RepoWise' section, including the associated image/link block and the 'Prompts tell your agent how to behave...' paragraph, currently appears immediately after the initial descriptive paragraph.
    COPY-PASTE FIX
    Move the entire 'Check out RepoWise' section, including the associated image/link block and the 'Prompts tell your agent how to behave...' paragraph, to a new section titled 'Related Projects' or 'About RepoWise' further down the README, ideally after the 'What's Inside' section.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://repowise.dev
  • lowreadme#3
    Enhance the README introduction with an explicit differentiator

    Why:

    CURRENT
    Independently written prompt templates for building AI coding agents, inspired by patterns observed in Claude Code codebase. System prompts, tool prompts, agent prompts, memory management, and multi-agent coordination.
    COPY-PASTE FIX
    Independently written prompt templates for building AI coding agents, inspired by patterns observed in Claude Code codebase. This repository provides ready-to-use prompt examples for system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination, distinct from general AI agent frameworks.

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 repowise-dev/claude-code-prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. OpenAI Playground · recommended 1×
  4. Anthropic Console · recommended 1×
  5. VS Code Extensions · recommended 1×
  • CATEGORY QUERY
    How to design effective system prompts for building reliable AI coding assistants?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Playground
    2. Anthropic Console
    3. LangChain
    4. LlamaIndex
    5. VS Code Extensions
    6. GitHub Copilot
    7. Cursor
    8. Weights & Biases
    9. HumanLoop

    AI recommended 9 alternatives but never named repowise-dev/claude-code-prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking prompt templates for multi-agent coordination and memory management in AI coding.
    you: not recommended
    AI recommended (in order):
    1. CrewAI
    2. AutoGen
    3. LangChain
    4. LlamaIndex

    AI recommended 4 alternatives but never named repowise-dev/claude-code-prompts. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 repowise-dev/claude-code-prompts?
    pass
    AI did not name repowise-dev/claude-code-prompts — likely talking about a different project

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

  • If a team adopts repowise-dev/claude-code-prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named repowise-dev/claude-code-prompts 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 repowise-dev/claude-code-prompts solve, and who is the primary audience?
    pass
    AI did not name repowise-dev/claude-code-prompts — likely talking about a different project

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

Embed your GEO score

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MARKDOWN (README)
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repowise-dev/claude-code-prompts — 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