RRepoGEO

REPOGEO REPORT · LITE

gemini-cli-extensions/conductor

Default branch main · commit c9a6a187 · scanned 5/23/2026, 4:11:50 AM

GitHub: 3,573 stars · 277 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 gemini-cli-extensions/conductor, 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
  • hightopics#1
    Add broader, category-defining topics

    Why:

    CURRENT
    context-driven-development, gemini, gemini-cli, gemini-cli-extension, google
    COPY-PASTE FIX
    ai-development, software-development-lifecycle, ai-code-generation, project-management, developer-tools, ai-governance, context-driven-development, gemini, gemini-cli, gemini-cli-extension, google
  • highreadme#2
    Reposition the README's opening paragraph to clarify its role in AI-driven SDLC and governance

    Why:

    CURRENT
    Conductor is a Gemini CLI extension that enables **Context-Driven Development**. It turns the Gemini CLI into a proactive project manager that follows a strict protocol to specify, plan, and implement software features and bug fixes.
    COPY-PASTE FIX
    Conductor is a Gemini CLI extension for **AI-driven Software Development Lifecycle (SDLC) management and governance**. It transforms the Gemini CLI into a proactive project manager, ensuring AI-generated code adheres to project guidelines and follows a strict protocol to specify, plan, and implement software features and bug fixes.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/gemini-cli-extensions/conductor

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 gemini-cli-extensions/conductor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jira Software
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Jira Software · recommended 1×
  2. GitHub Copilot for Business · recommended 1×
  3. Linear · recommended 1×
  4. Azure DevOps · recommended 1×
  5. ClickUp · recommended 1×
  • CATEGORY QUERY
    How to manage software development lifecycle with AI-driven planning and context?
    you: not recommended
    AI recommended (in order):
    1. Jira Software
    2. GitHub Copilot for Business
    3. Linear
    4. Azure DevOps
    5. ClickUp
    6. Asana

    AI recommended 6 alternatives but never named gemini-cli-extensions/conductor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to ensure AI-generated code adheres to project guidelines and development workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Actions
    2. GitLab CI/CD
    3. Jenkins
    4. ESLint
    5. Black
    6. Prettier
    7. RuboCop
    8. SonarQube
    9. Pylint
    10. Checkstyle
    11. OpenAI's GPT-4
    12. Google's Gemini
    13. DeepSource
    14. Codiga
    15. Reviewdog
    16. OpenAI API
    17. Google Gemini API
    18. Google's Gemini Pro

    AI recommended 18 alternatives but never named gemini-cli-extensions/conductor. 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 gemini-cli-extensions/conductor?
    pass
    AI named gemini-cli-extensions/conductor explicitly

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

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

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

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gemini-cli-extensions/conductor — 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