RRepoGEO

REPOGEO REPORT · LITE

dontbesilent2025/dbskill

Default branch main · commit a58f647c · scanned 6/18/2026, 1:47:05 AM

GitHub: 6,708 stars · 854 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
35 /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
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 dontbesilent2025/dbskill, 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 paragraph to clarify AI agent focus

    Why:

    CURRENT
    # dbskill

dontbesilent 商业诊断工具箱。从 12,307 条推文中提炼方法论，做成 21 个 Agent skill。
    COPY-PASTE FIX
    # dbskill: AI Agent 商业诊断技能库

dbskill 是 dontbesilent 团队为 AI Agent 设计的商业诊断技能工具箱，包含 21 个基于 12,307 条推文提炼的方法论，可直接用于 Claude Code、Codex、Cursor、Trae Solo 等支持 skill / system prompt 的 Agent。
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, prompt-engineering, business-analysis, strategic-decision-making, content-generation, decision-support, claude-code, codex, trae-solo
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    ## 许可证

本项目的代码和内容遵循 [此处填写具体许可证名称或描述，例如：自定义许可证，允许自由使用、修改和分发，但需保留原作者信息]。详情请参阅 `LICENSE` 文件。

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 dontbesilent2025/dbskill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Azure AI Platform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Azure AI Platform · recommended 1×
  2. Google Cloud AI Platform · recommended 1×
  3. Amazon SageMaker · recommended 1×
  4. DataRobot · recommended 1×
  5. H2O.ai · recommended 1×
  • CATEGORY QUERY
    How to find AI agent skills for business analysis and strategic decision-making?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Azure AI Platform
    2. Google Cloud AI Platform
    3. Amazon SageMaker
    4. DataRobot
    5. H2O.ai
    6. IBM Watson Studio
    7. Tableau CRM

    AI recommended 7 alternatives but never named dontbesilent2025/dbskill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide structured content generation and personal decision-making systems for AI agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. Microsoft Semantic Kernel
    5. OpenAI Functions/Tools
    6. Guidance

    AI recommended 6 alternatives but never named dontbesilent2025/dbskill. 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 dontbesilent2025/dbskill?
    pass
    AI named dontbesilent2025/dbskill explicitly

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

  • If a team adopts dontbesilent2025/dbskill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dontbesilent2025/dbskill 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 dontbesilent2025/dbskill solve, and who is the primary audience?
    pass
    AI named dontbesilent2025/dbskill explicitly

    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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MARKDOWN (README)
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dontbesilent2025/dbskill — 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