RRepoGEO

REPOGEO REPORT · LITE

FireRedTeam/FireRed-OpenStoryline

Default branch main · commit 04297707 · scanned 6/18/2026, 2:17:33 AM

GitHub: 2,947 stars · 346 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 FireRedTeam/FireRed-OpenStoryline, 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's opening to clearly state its role as an AI video editing agent

    Why:

    CURRENT
    FireRed-OpenStoryline turns complex video creation into natural, intuitive conversations. Designed with both accessibility and enterprise-grade reliability in mind, FireRed-OpenStoryline makes video creation easy and friendly to beginners and creative enthusiasts alike.
    COPY-PASTE FIX
    FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling, making complex video creation accessible to beginners and creative enthusiasts while offering enterprise-grade reliability.
  • highhomepage#2
    Add homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://www.modelscope.cn/studios/FireRedTeam/FireRed-OpenStoryline
  • mediumtopics#3
    Expand repository topics to include more specific AI/LLM video editing terms

    Why:

    CURRENT
    ["agent", "chatbot", "langchain", "mcp", "skills", "video", "video-cut", "video-editing", "video-editing-tools"]
    COPY-PASTE FIX
    ["agent", "chatbot", "langchain", "mcp", "skills", "video", "video-cut", "video-editing", "video-editing-tools", "ai-video-editing", "llm-applications", "generative-ai"]

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 FireRedTeam/FireRed-OpenStoryline
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML · recommended 2×
  2. Descript · recommended 2×
  3. HeyGen · recommended 2×
  4. Adobe Premiere Pro · recommended 1×
  5. Adobe Sensei · recommended 1×
  • CATEGORY QUERY
    How can I automate video editing using natural language commands and AI agents?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Descript
    3. Adobe Premiere Pro
    4. Adobe Sensei
    5. OpenAI's API
    6. GPT-4
    7. FFmpeg
    8. HeyGen
    9. Pictory.ai

    AI recommended 9 alternatives but never named FireRedTeam/FireRed-OpenStoryline. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an LLM-driven video creation tool with human oversight and consistent style application.
    you: not recommended
    AI recommended (in order):
    1. Synthesys AI Studio
    2. Pictory
    3. HeyGen
    4. Descript
    5. InVideo
    6. RunwayML

    AI recommended 6 alternatives but never named FireRedTeam/FireRed-OpenStoryline. 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 FireRedTeam/FireRed-OpenStoryline?
    pass
    AI named FireRedTeam/FireRed-OpenStoryline explicitly

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

  • If a team adopts FireRedTeam/FireRed-OpenStoryline in production, what risks or prerequisites should they evaluate first?
    pass
    AI named FireRedTeam/FireRed-OpenStoryline 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 FireRedTeam/FireRed-OpenStoryline solve, and who is the primary audience?
    pass
    AI named FireRedTeam/FireRed-OpenStoryline 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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FireRedTeam/FireRed-OpenStoryline — 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