RRepoGEO

REPOGEO REPORT · LITE

remorses/kimaki

Default branch main · commit d76db57a · scanned 5/30/2026, 5:27:36 AM

GitHub: 1,154 stars · 90 forks

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 remorses/kimaki, 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 project description to prevent misidentification

    Why:

    CURRENT
    all opencode features deeply integrated inside Discord. each project is a channel. each session a thread
    COPY-PASTE FIX
    Kimaki: Control AI coding agents (OpenCode) directly from Discord. Each Discord channel is a project, each thread an AI session for editing code, running commands, and searching.
  • mediumreadme#2
    Strengthen the README's opening statement to emphasize core function

    Why:

    CURRENT
    Kimaki is a Discord bot that lets you control OpenCode coding sessions from Discord. Send a message in a Discord channel, an AI agent edits code on your machine.
    COPY-PASTE FIX
    Kimaki is a powerful Discord bot that transforms your Discord server into an AI-powered coding environment. Control OpenCode AI agents directly from chat, letting them edit code, run commands, and manage projects on your machine.
  • lowtopics#3
    Expand repository topics with broader, relevant keywords

    Why:

    CURRENT
    clawdbot, discord, openclaw-alternative, opencode
    COPY-PASTE FIX
    clawdbot, discord, openclaw-alternative, opencode, ai-agent, coding-assistant, chat-bot, developer-tools, productivity, generative-ai

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 remorses/kimaki
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 1×
  2. OpenAI API · recommended 1×
  3. Cursor · recommended 1×
  4. Code Interpreter (within ChatGPT Plus) · recommended 1×
  5. Replit AI · recommended 1×
  • CATEGORY QUERY
    How can I manage AI coding sessions directly from a chat application?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. OpenAI API
    3. Cursor
    4. Code Interpreter (within ChatGPT Plus)
    5. Replit AI
    6. Tabnine Chat

    AI recommended 6 alternatives but never named remorses/kimaki. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools integrate AI code generation and project management within team chat platforms?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot for Business
    2. GitHub Issues
    3. Slack
    4. Microsoft Teams
    5. Jira Software
    6. AI Code Reviewer
    7. CodeGpt
    8. Linear
    9. ClickUp
    10. ClickUp AI
    11. Azure DevOps

    AI recommended 11 alternatives but never named remorses/kimaki. 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 remorses/kimaki?
    pass
    AI named remorses/kimaki explicitly

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

  • If a team adopts remorses/kimaki in production, what risks or prerequisites should they evaluate first?
    pass
    AI named remorses/kimaki 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 remorses/kimaki solve, and who is the primary audience?
    pass
    AI named remorses/kimaki explicitly

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

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remorses/kimaki — 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