REPOGEO REPORT · LITE

Acmesec/PromptJailbreakManual

Default branch main · commit 990a808c · scanned 6/18/2026, 8:21:55 AM

GitHub: 3,504 stars · 358 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

28 /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

2 / 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 Acmesec/PromptJailbreakManual, 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

Clarify the README's opening to emphasize prompt jailbreaking

Why:

CURRENT

# Prompt越狱手册

## 目录

COPY-PASTE FIX

# Prompt越狱手册 (Prompt Jailbreak Manual)

这是一个专注于大型语言模型（LLM）的Prompt越狱和对抗性Prompt工程技术的综合手册。
This is a comprehensive manual focused on Prompt Jailbreaking and adversarial Prompt Engineering techniques for Large Language Models (LLMs).

## 目录

hightopics#2

Add specific topics to improve categorization

Why:

COPY-PASTE FIX

prompt-jailbreaking, llm-security, adversarial-ai, prompt-injection, large-language-models, prompt-engineering, red-teaming, ai-safety-bypass

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/Acmesec/PromptJailbreakManual
```

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 Acmesec/PromptJailbreakManual

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ChatGPT

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

ChatGPT · recommended 1×
Claude · recommended 1×
Google Gemini · recommended 1×
Perplexity AI · recommended 1×
Microsoft Copilot · recommended 1×

CATEGORY QUERY
Need strategies to make AI generate specific content it usually avoids or refuses.
you: not recommended
AI recommended (in order):
1. ChatGPT
2. Claude
3. Google Gemini
4. Perplexity AI
5. Microsoft Copilot
6. Llama 2
7. Mistral AI models
8. Falcon
9. Hugging Face Transformers library (huggingface/transformers)
AI recommended 9 alternatives but never named Acmesec/PromptJailbreakManual. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a comprehensive guide on advanced prompt engineering techniques and optimization strategies.
you: not recommended
AI recommended (in order):
1. OpenAI's Prompt Engineering Guide
2. DeepLearning.AI's "Prompt Engineering for Developers" Course
3. Anthropic's "Constitutional AI" and "Principle-Based Prompting" Papers/Blog Posts
4. "The Art of Prompt Engineering" by Google
5. Learn Prompting
6. "Prompt Engineering: A Comprehensive Guide to Designing Effective Prompts for Large Language Models"
AI recommended 6 alternatives but never named Acmesec/PromptJailbreakManual. 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 Acmesec/PromptJailbreakManual?
pass
AI named Acmesec/PromptJailbreakManual explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Acmesec/PromptJailbreakManual in production, what risks or prerequisites should they evaluate first?
pass
AI named Acmesec/PromptJailbreakManual 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 Acmesec/PromptJailbreakManual solve, and who is the primary audience?
pass
AI did not name Acmesec/PromptJailbreakManual — 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 Acmesec/PromptJailbreakManual. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Acmesec/PromptJailbreakManual.svg)](https://repogeo.com/en/r/Acmesec/PromptJailbreakManual)

HTML

<a href="https://repogeo.com/en/r/Acmesec/PromptJailbreakManual"><img src="https://repogeo.com/badge/Acmesec/PromptJailbreakManual.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

Acmesec/PromptJailbreakManual — 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