RRepoGEO

REPOGEO REPORT · LITE

alvinunreal/oh-my-opencode-slim

Default branch master · commit 9c28674d · scanned 5/27/2026, 8:22:01 AM

GitHub: 4,796 stars · 322 forks

AI VISIBILITY SCORE
27 /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
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 alvinunreal/oh-my-opencode-slim, 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
    Update the repository description for clarity

    Why:

    CURRENT
    Slimmed, cleaned and fine-tuned oh-my-opencode fork, consumes much less tokens
    COPY-PASTE FIX
    An advanced AI agent orchestration plugin for OpenCode, enabling multi-model task delegation and background scheduling, optimized for efficiency and reduced token consumption.
  • highreadme#2
    Add an explicit positioning statement to the README's opening

    Why:

    CURRENT
    The README's initial visible text after the badges/links is "✨ V2 Beta Release: Background Orchestration Has Arrived ✨" followed by "Open Multi Agent Suite · Mix any models · Auto delegate tasks".
    COPY-PASTE FIX
    Insert this sentence immediately after the "Open Multi Agent Suite" tagline: "This project is an advanced AI agent orchestration plugin for OpenCode, designed to automate complex software development tasks by delegating work to specialized AI agents."
  • mediumtopics#3
    Refine repository topics for better AI categorization

    Why:

    CURRENT
    agentic-ai, antigravity, cerebras, oh-my-opencode, opencode, orchestration
    COPY-PASTE FIX
    agentic-ai, ai-agents, multi-agent-systems, ai-orchestration, software-development-automation, llm-agents, oh-my-opencode

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 alvinunreal/oh-my-opencode-slim
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. AutoGPT · recommended 1×
  3. CrewAI · recommended 1×
  4. Microsoft Semantic Kernel · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    How can I orchestrate multiple AI agents to automate various software development tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. CrewAI
    4. Microsoft Semantic Kernel
    5. Haystack
    6. OpenAI Assistants API
    7. RabbitMQ
    8. Apache Kafka

    AI recommended 8 alternatives but never named alvinunreal/oh-my-opencode-slim. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help delegate complex coding tasks and manage a team of AI specialists?
    you: not recommended
    AI recommended (in order):
    1. Jira Software
    2. Advanced Roadmaps
    3. GitHub Enterprise
    4. GitLab Ultimate
    5. MLflow (mlflow/mlflow)
    6. Weights & Biases (W&B) (wandb/wandb)
    7. Azure DevOps
    8. Google Cloud AI Platform
    9. Amazon SageMaker
    10. Confluence
    11. Slack
    12. Microsoft Teams

    AI recommended 12 alternatives but never named alvinunreal/oh-my-opencode-slim. 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 alvinunreal/oh-my-opencode-slim?
    pass
    AI did not name alvinunreal/oh-my-opencode-slim — 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 alvinunreal/oh-my-opencode-slim in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alvinunreal/oh-my-opencode-slim 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 alvinunreal/oh-my-opencode-slim solve, and who is the primary audience?
    pass
    AI did not name alvinunreal/oh-my-opencode-slim — 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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alvinunreal/oh-my-opencode-slim — 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