RRepoGEO

REPOGEO REPORT · LITE

op7418/Claude-to-IM-skill

Default branch main · commit 536908f5 · scanned 5/21/2026, 9:17:06 AM

GitHub: 2,540 stars · 284 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
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 op7418/Claude-to-IM-skill, 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 README's opening to clearly state its unique value as an AI coding agent bridge

    Why:

    CURRENT
    # Claude-to-IM Skill

Bridge Claude Code / Codex to IM platforms — chat with AI coding agents from Telegram, Discord, Feishu/Lark, QQ, or WeChat.
    COPY-PASTE FIX
    # Claude-to-IM Skill: Your AI Coding Agent Bridge to Chat Platforms

Seamlessly connect Claude Code or Codex AI coding agents to your team's instant messaging platforms like Telegram, Discord, Feishu/Lark, QQ, and WeChat. This lightweight CLI tool enables direct chat with AI coding assistants from your preferred chat environment.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/op7418/Claude-to-IM-skill
  • mediumtopics#3
    Add more specific topics to better categorize the repository

    Why:

    CURRENT
    chatbot, claude, claude-code, discord, feishu, lark, skill, telegram
    COPY-PASTE FIX
    chatbot, claude, claude-code, discord, feishu, lark, skill, telegram, ai-agent, coding-assistant, chatops, im-integration

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 op7418/Claude-to-IM-skill
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. Custom GPTs · recommended 1×
  3. OpenAI API · recommended 1×
  4. Pinecone · recommended 1×
  5. Weaviate · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI coding assistant with my team's chat applications like Discord?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Custom GPTs
    3. OpenAI API
    4. Pinecone
    5. Weaviate
    6. ChromaDB
    7. Tabnine
    8. Codeium
    9. Cody
    10. discord.py
    11. discord.js

    AI recommended 11 alternatives but never named op7418/Claude-to-IM-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a lightweight CLI tool to chat with AI coding models through instant messaging.
    you: not recommended
    AI recommended (in order):
    1. ShellGPT (sgpt)
    2. Aider
    3. llm-cli
    4. OpenAI CLI
    5. Claude CLI (unofficial)

    AI recommended 5 alternatives but never named op7418/Claude-to-IM-skill. 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 op7418/Claude-to-IM-skill?
    pass
    AI did not name op7418/Claude-to-IM-skill — 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 op7418/Claude-to-IM-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named op7418/Claude-to-IM-skill 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 op7418/Claude-to-IM-skill solve, and who is the primary audience?
    pass
    AI did not name op7418/Claude-to-IM-skill — 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?

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MARKDOWN (README)
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op7418/Claude-to-IM-skill — 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