RRepoGEO

REPOGEO REPORT · LITE

zarazhangrui/lark-coding-agent-bridge

Default branch main · commit 7acba403 · scanned 6/13/2026, 1:47:45 AM

GitHub: 1,161 stars · 172 forks

AI VISIBILITY SCORE
28 /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
2 / 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 zarazhangrui/lark-coding-agent-bridge, 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 H1 and opening sentence to clarify unique integration

    Why:

    CURRENT
    # lark-channel-bridge

A lightweight bot that bridges Feishu / Lark messenger with your local Claude Code or Codex CLI. Run one command, scan a QR code to bind a PersonalAgent app, and talk to your local coding agent from chat.
    COPY-PASTE FIX
    # lark-coding-agent-bridge: Bridge Local AI Coding Assistants to Feishu/Lark Teams

Integrate your local Claude Code or Codex CLI directly into Feishu/Lark messenger. This bot enables seamless team collaboration with AI coding agents, offering streaming cards, per-chat sessions, and multi-workspace support.
  • hightopics#2
    Add specific topics for better categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    feishu, lark, ai-agent, coding-assistant, bot, messenger-integration, claude-code, codex-cli, developer-tools, team-collaboration
  • mediumhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/zarazhangrui/lark-coding-agent-bridge

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 zarazhangrui/lark-coding-agent-bridge
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Chat
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 2×
  2. ollama/ollama · recommended 2×
  3. OpenAI API · recommended 1×
  4. Code Llama · recommended 1×
  5. go-skynet/LocalAI · recommended 1×
  • CATEGORY QUERY
    How can I integrate a local AI coding assistant with a team messaging platform?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. OpenAI API
    3. Code Llama
    4. Ollama (ollama/ollama)
    5. LocalAI (go-skynet/LocalAI)
    6. Tabnine
    7. Hugging Face Transformers (huggingface/transformers)

    AI recommended 7 alternatives but never named zarazhangrui/lark-coding-agent-bridge. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a chat interface to manage local AI coding sessions and project workspaces.
    you: not recommended
    AI recommended (in order):
    1. Continue.dev (continue-dev/continue)
    2. Open Interpreter (KillianLucas/open-interpreter)
    3. Cursor
    4. GitHub Copilot Chat
    5. Ollama (ollama/ollama)
    6. Streamlit (streamlit/streamlit)
    7. Gradio (gradio-app/gradio)
    8. React (facebook/react)
    9. Vue (vuejs/core)
    10. LM Studio

    AI recommended 10 alternatives but never named zarazhangrui/lark-coding-agent-bridge. 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 zarazhangrui/lark-coding-agent-bridge?
    pass
    AI did not name zarazhangrui/lark-coding-agent-bridge — 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 zarazhangrui/lark-coding-agent-bridge in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zarazhangrui/lark-coding-agent-bridge 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 zarazhangrui/lark-coding-agent-bridge solve, and who is the primary audience?
    pass
    AI named zarazhangrui/lark-coding-agent-bridge explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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