RRepoGEO

REPOGEO REPORT · LITE

Weizhena/Deep-Research-skills

Default branch master · commit e5479f85 · scanned 6/6/2026, 6:22:49 PM

GitHub: 996 stars · 90 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 Weizhena/Deep-Research-skills, 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
    Clarify README's opening to emphasize it's an implementable system/skill

    Why:

    CURRENT
    A structured research workflow skill for Claude Code, OpenCode, and Codex, supporting two-phase research: outline generation (extensible) and deep investigation. Human-in-the-loop design ensures precise control at every stage.
    COPY-PASTE FIX
    This repository provides an implementable structured research workflow skill for Claude Code, OpenCode, and Codex. It supports two-phase research—outline generation (extensible) and deep investigation—with human-in-the-loop design for precise control at every stage.
  • hightopics#2
    Add specific topics to align with AI agent implementations and workflows

    Why:

    CURRENT
    claude-code, claude-code-skills, deep-research-agent, gpt-skills, llm-agent, opencode, opencode-skills, research
    COPY-PASTE FIX
    claude-code, claude-code-skills, deep-research-agent, gpt-skills, llm-agent, opencode, opencode-skills, research, ai-agent-workflow, human-in-the-loop-ai, llm-workflow, ai-research-agent
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Insert URL to a project page, demo, or relevant documentation here]

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 Weizhena/Deep-Research-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 1×
  2. LangChain · recommended 1×
  3. CrewAI · recommended 1×
  4. MemGPT · recommended 1×
  5. Tavily AI · recommended 1×
  • CATEGORY QUERY
    How can I implement a structured deep research workflow using AI agents effectively?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. LangChain
    3. CrewAI
    4. MemGPT
    5. Tavily AI
    6. Perplexity AI
    7. OpenAI Assistants API

    AI recommended 7 alternatives but never named Weizhena/Deep-Research-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a human-in-the-loop system for comprehensive academic or market analysis with LLMs.
    you: not recommended
    AI recommended (in order):
    1. Argilla
    2. Label Studio
    3. Snorkel Flow
    4. Galileo
    5. Prodigy
    6. Streamlit
    7. Gradio
    8. OpenAI
    9. Anthropic
    10. Hugging Face

    AI recommended 10 alternatives but never named Weizhena/Deep-Research-skills. 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 Weizhena/Deep-Research-skills?
    pass
    AI named Weizhena/Deep-Research-skills explicitly

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

  • If a team adopts Weizhena/Deep-Research-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Weizhena/Deep-Research-skills 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 Weizhena/Deep-Research-skills solve, and who is the primary audience?
    pass
    AI did not name Weizhena/Deep-Research-skills — 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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Weizhena/Deep-Research-skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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Weizhena/Deep-Research-skills — RepoGEO report