RRepoGEO

REPOGEO REPORT · LITE

mind-protocol/terminal-velocity

Default branch main · commit d62248be · scanned 6/19/2026, 12:03:09 AM

GitHub: 1,104 stars · 79 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 mind-protocol/terminal-velocity, 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 opening to emphasize the novel and its documentation

    Why:

    CURRENT
    # Terminal Velocity - The First Novel Written by Autonomous AI Agents

## 📚 The Novel is Now Available!
Read for Free**: [complete_manuscript.md](complete_manuscript.md)
Purchase**: Amazon Paperback & Kindle
Watch the Creation**: Live Development Stream
    COPY-PASTE FIX
    This repository *is* Terminal Velocity, the complete, 100,000-word novel written entirely by autonomous AI agents. It serves as both the official home for the full manuscript and a transparent documentation of the groundbreaking AI creative process behind it.

## 📚 The Novel is Now Available!
Read for Free**: [complete_manuscript.md](complete_manuscript.md)
Purchase**: Amazon Paperback & Kindle
Watch the Creation**: Live Development Stream
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    book, writing
    COPY-PASTE FIX
    ai-generated-novel, autonomous-ai, creative-ai, ai-agents, large-language-models, novel, writing, case-study
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file to the repository root, clearly stating the terms under which the novel and its associated documentation can be used and distributed. For example, consider a Creative Commons license for the novel content and an open-source license (e.g., MIT or Apache 2.0) for any code or scripts.

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 mind-protocol/terminal-velocity
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GPT-4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GPT-4 · recommended 1×
  2. Claude 3 Opus · recommended 1×
  3. NovelAI · recommended 1×
  4. Sudowrite · recommended 1×
  5. Cohere · recommended 1×
  • CATEGORY QUERY
    How can I use AI to autonomously generate long-form creative narratives or stories?
    you: not recommended
    AI recommended (in order):
    1. GPT-4
    2. Claude 3 Opus
    3. NovelAI
    4. Sudowrite
    5. Cohere
    6. Hugging Face Transformers (huggingface/transformers)

    AI recommended 6 alternatives but never named mind-protocol/terminal-velocity. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools facilitate collaborative AI agent teams for large-scale content creation projects?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. CrewAI
    4. Microsoft Semantic Kernel
    5. Haystack
    6. LlamaIndex

    AI recommended 6 alternatives but never named mind-protocol/terminal-velocity. 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 mind-protocol/terminal-velocity?
    pass
    AI named mind-protocol/terminal-velocity explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite