REPOGEO REPORT · LITE
mukul975/Anthropic-Cybersecurity-Skills
Default branch main · commit 7eebca88 · scanned 6/21/2026, 1:16:20 AM
GitHub: 17,077 stars · 2,070 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 mukul975/Anthropic-Cybersecurity-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.
- highreadme#1Move the "Community Project" disclaimer to immediately follow the H1
Why:
CURRENTThe disclaimer `> ⚠️ **Community Project** — This is an independent, community-created project. Not affiliated with Anthropic PBC.` appears after the H1 and H3.
COPY-PASTE FIXPlace the disclaimer `> ⚠️ **Community Project** — This is an independent, community-created project. Not affiliated with Anthropic PBC.` directly after the `# Anthropic Cybersecurity Skills` heading.
- mediumtopics#2Add specific topics to reinforce the "skill library" aspect
Why:
CURRENTai-agents, claude-code, cloud-security, cybersecurity, devsecops, ethical-hacking, incident-response, infosec, llm, malware-analysis, mcp, mitre-attack, nist-csf, osint, penetration-testing, red-team, security, security-automation, threat-hunting, threat-intelligence
COPY-PASTE FIXai-agents, claude-code, cloud-security, cybersecurity, devsecops, ethical-hacking, incident-response, infosec, llm, malware-analysis, mcp, mitre-attack, nist-csf, osint, penetration-testing, red-team, security, security-automation, threat-hunting, threat-intelligence, ai-agent-skills, skill-library, prompt-library
- lowcomparison#3Add a "Comparison" section to the README
Why:
COPY-PASTE FIXAdd a new section to the README titled "How is this different from MITRE ATT&CK or NIST CSF?" or "Comparison to other cybersecurity resources" that clarifies this project is a *library of executable skills for AI agents*, which *leverages* frameworks like MITRE ATT&CK, rather than being a framework itself.
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.
- MITRE ATT&CK Framework · recommended 2×
- NIST National Vulnerability Database (NVD) · recommended 1×
- VirusTotal · recommended 1×
- Open Threat Exchange (OTX) by AlienVault (AT&T Cybersecurity) · recommended 1×
- Shodan · recommended 1×
- CATEGORY QUERYHow can I provide AI agents with comprehensive cybersecurity knowledge for threat analysis?you: not recommendedAI recommended (in order):
- MITRE ATT&CK Framework
- NIST National Vulnerability Database (NVD)
- VirusTotal
- Open Threat Exchange (OTX) by AlienVault (AT&T Cybersecurity)
- Shodan
- CISA Known Exploited Vulnerabilities (KEV) Catalog
- Splunk Security Essentials
AI recommended 7 alternatives but never named mukul975/Anthropic-Cybersecurity-Skills. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a library of cybersecurity tactics mapped to frameworks for AI-driven security automation.you: not recommendedAI recommended (in order):
- MITRE ATT&CK Framework
- OpenC2
- Elastic Security
- Splunk Enterprise Security
- Sigma (SigmaHQ/sigma)
- ThreatConnect
- MISP (MISP/MISP)
AI recommended 7 alternatives but never named mukul975/Anthropic-Cybersecurity-Skills. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
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 mukul975/Anthropic-Cybersecurity-Skills?passAI did not name mukul975/Anthropic-Cybersecurity-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 mukul975/Anthropic-Cybersecurity-Skills in production, what risks or prerequisites should they evaluate first?passAI named mukul975/Anthropic-Cybersecurity-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 mukul975/Anthropic-Cybersecurity-Skills solve, and who is the primary audience?passAI did not name mukul975/Anthropic-Cybersecurity-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?
Embed your GEO score
Drop this badge into the README of mukul975/Anthropic-Cybersecurity-Skills. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/mukul975/Anthropic-Cybersecurity-Skills)<a href="https://repogeo.com/en/r/mukul975/Anthropic-Cybersecurity-Skills"><img src="https://repogeo.com/badge/mukul975/Anthropic-Cybersecurity-Skills.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
mukul975/Anthropic-Cybersecurity-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