RRepoGEO

REPOGEO REPORT · LITE

victorchen96/deepseek_v4_rolepaly_instruct

Default branch main · commit a3a31ca0 · scanned 6/20/2026, 12:57:55 AM

GitHub: 2,115 stars · 100 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
10 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
0 / 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 victorchen96/deepseek_v4_rolepaly_instruct, 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 relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    deepseek, llm, role-playing, prompt-engineering, ai-instructions, character-ai, thought-process-control
  • highlicense#2
    Add a LICENSE file to clarify usage rights

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT, Apache-2.0, or CC-BY-4.0 for documentation) and add it to the repository root.
  • highabout#3
    Clarify the repository description to specify it's a guide/prompt collection

    Why:

    CURRENT
    对于DeepSeek-V4角色扮演的特殊控制指令的说明
    COPY-PASTE FIX
    DeepSeek-V4角色扮演的特殊控制指令指南：提供用于切换思考模式（角色沉浸/纯分析）的即用型提示词和详细说明。

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 victorchen96/deepseek_v4_rolepaly_instruct
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. Mistral Large · recommended 1×
  4. Llama 3 · recommended 1×
  5. Cohere Command R+ · recommended 1×
  • CATEGORY QUERY
    How can I make an AI chatbot generate realistic character inner monologues for role-play?
    you: not recommended
    AI recommended (in order):
    1. GPT-4
    2. Claude 3 Opus
    3. Mistral Large
    4. Llama 3
    5. Cohere Command R+
    6. ChatGPT

    AI recommended 6 alternatives but never named victorchen96/deepseek_v4_rolepaly_instruct. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools to control large language model internal thought processes for analytical or immersive modes?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Guidance
    4. OpenAI Function Calling
    5. Anthropic's Tools
    6. Transformers Agents

    AI recommended 6 alternatives but never named victorchen96/deepseek_v4_rolepaly_instruct. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 victorchen96/deepseek_v4_rolepaly_instruct?
    pass
    AI did not name victorchen96/deepseek_v4_rolepaly_instruct — 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?

  • If a team adopts victorchen96/deepseek_v4_rolepaly_instruct in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name victorchen96/deepseek_v4_rolepaly_instruct — 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?

  • In one sentence, what problem does the repo victorchen96/deepseek_v4_rolepaly_instruct solve, and who is the primary audience?
    pass
    AI did not name victorchen96/deepseek_v4_rolepaly_instruct — 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?

Embed your GEO score

Drop this badge into the README of victorchen96/deepseek_v4_rolepaly_instruct. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/victorchen96/deepseek_v4_rolepaly_instruct.svg)](https://repogeo.com/en/r/victorchen96/deepseek_v4_rolepaly_instruct)
HTML
<a href="https://repogeo.com/en/r/victorchen96/deepseek_v4_rolepaly_instruct"><img src="https://repogeo.com/badge/victorchen96/deepseek_v4_rolepaly_instruct.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

victorchen96/deepseek_v4_rolepaly_instruct — 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