REPOGEO REPORT · LITE

yaklang/hack-skills

Default branch main · commit 5bf2fd1e · scanned 6/13/2026, 11:28:20 PM

GitHub: 1,082 stars · 153 forks

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 yaklang/hack-skills, 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 the repository

Why:

COPY-PASTE FIX

cybersecurity, hacking, penetration-testing, ctf, bug-bounty, offensive-security, ai-agents, yaklang, security-research, exploit-development, red-teaming

highreadme#2

Clarify the README's opening paragraph to emphasize practical skills for agents

Why:

CURRENT

An Agent Skills knowledge base covering web security, API security, authentication & authorization, OS privilege escalation (Linux/Windows/macOS), Active Directory attacks, mobile security, binary exploitation (Pwn), reverse engineering, cryptography attacks, blockchain & smart contract security, AI/ML & LLM security, network protocols & pivoting, and digital forensics — built for bug bounty, penetration testing, CTF competitions, and authorized security research.

COPY-PASTE FIX

A practical arsenal of skills for AI agents, covering web security, API security, authentication & authorization, OS privilege escalation (Linux/Windows/macOS), Active Directory attacks, mobile security, binary exploitation (Pwn), reverse engineering, cryptography attacks, blockchain & smart contract security, AI/ML & LLM security, network protocols & pivoting, and digital forensics — built for bug bounty, penetration testing, CTF competitions, and authorized security research.

mediumabout#3

Incorporate 'Yaklang' into the repository description

Why:

CURRENT

Helping AI Agent become an awesome practical hacker!

COPY-PASTE FIX

Helping AI Agents become awesome practical hackers with offensive security skills implemented in Yaklang.

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 yaklang/hack-skills

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

MITRE ATT&CK

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

MITRE ATT&CK · recommended 1×
OWASP Top 10 · recommended 1×
Cyber Kill Chain (Lockheed Martin) · recommended 1×
NIST National Vulnerability Database (NVD) · recommended 1×
Exploit-DB · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive knowledge base for various cybersecurity attack techniques?
you: not recommended
AI recommended (in order):
1. MITRE ATT&CK
2. OWASP Top 10
3. Cyber Kill Chain (Lockheed Martin)
4. NIST National Vulnerability Database (NVD)
5. Exploit-DB
6. SANS Institute Reading Room
7. CISA Known Exploited Vulnerabilities Catalog
AI recommended 7 alternatives but never named yaklang/hack-skills. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What resources provide practical hacking skills for penetration testing and CTF competitions?
you: not recommended
AI recommended (in order):
1. Hack The Box
2. TryHackMe
3. VulnHub
4. PortSwigger Web Security Academy
5. CTFtime.org
6. Offensive Security
7. SANS Cyber Aces Online
8. SANS Institute Courses
AI recommended 8 alternatives but never named yaklang/hack-skills. 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 yaklang/hack-skills?
pass
AI did not name yaklang/hack-skills — 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 yaklang/hack-skills in production, what risks or prerequisites should they evaluate first?
pass
AI named yaklang/hack-skills 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 yaklang/hack-skills solve, and who is the primary audience?
pass
AI named yaklang/hack-skills 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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HTML

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yaklang/hack-skills — 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