RRepoGEO

REPOGEO REPORT · LITE

trailofbits/skills

Default branch main · commit 39e10bd3 · scanned 6/24/2026, 10:18:36 PM

GitHub: 5,849 stars · 515 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)

3 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 trailofbits/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 specific topics for AI plugins and security analysis

    Why:

    CURRENT
    agent-skills
    COPY-PASTE FIX
    ai-plugins, claude-code, security-auditing, vulnerability-detection, smart-contracts, code-analysis, ai-security
  • highreadme#2
    Reposition the README's opening sentence to emphasize 'AI plugin marketplace'

    Why:

    CURRENT
    A Claude Code plugin marketplace from Trail of Bits providing skills to enhance AI-assisted security analysis, testing, and development workflows.
    COPY-PASTE FIX
    This is the official Trail of Bits marketplace for Claude Code AI plugins, designed to enhance AI-assisted security analysis, vulnerability detection, and audit workflows.
  • mediumabout#3
    Refine the repository description to remove ambiguous terms

    Why:

    CURRENT
    Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows
    COPY-PASTE FIX
    A Claude Code plugin marketplace from Trail of Bits for AI-assisted security research, vulnerability detection, and audit workflows.

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 trailofbits/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. OpenAI GPT-4 / ChatGPT · recommended 1×
  3. Google Cloud Security AI Workbench (Mandiant Hunt for Chronicle) · recommended 1×
  4. DeepCode AI (now part of Snyk Code) · recommended 1×
  5. prowler-cloud/prowler · recommended 1×
  • CATEGORY QUERY
    How can I leverage AI to improve my security research and vulnerability detection?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. OpenAI GPT-4 / ChatGPT
    3. Google Cloud Security AI Workbench (Mandiant Hunt for Chronicle)
    4. DeepCode AI (now part of Snyk Code)
    5. Prowler (prowler-cloud/prowler)
    6. Immunity Canvas

    AI recommended 6 alternatives but never named trailofbits/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools are available for automating smart contract security audits and analysis?
    you: not recommended
    AI recommended (in order):
    1. Mythril
    2. Slither
    3. CertiK Security Audit Platform (Skynet)
    4. Securify
    5. VeriSmart
    6. Quantstamp
    7. DeepCode AI (now Snyk Code)

    AI recommended 7 alternatives but never named trailofbits/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 trailofbits/skills?
    pass
    AI named trailofbits/skills explicitly

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

  • If a team adopts trailofbits/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named trailofbits/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 trailofbits/skills solve, and who is the primary audience?
    pass
    AI named trailofbits/skills explicitly

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

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trailofbits/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