RRepoGEO

REPOGEO REPORT · LITE

zhaoxuya520/reverse-skill

Default branch main · commit 60e61bde · scanned 6/6/2026, 8:38:16 PM

GitHub: 1,199 stars · 249 forks

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 zhaoxuya520/reverse-skill, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's core description for AI recommendation engines

    Why:

    CURRENT
    # Cybersecurity Skills Router / Reverse-Engineering Skill Routing Pack

> An AI Agent workflow router and tool orchestration system for reverse engineering, security analysis, and CTF tasks.

**Human readers:** start with [OVERVIEW.md](OVERVIEW.md).
**中文概览：** [OVERVIEW_zh.md](OVERVIEW_zh.md)
**AI Agents:** do not open the overview by default. Continue to section 0 and execute the bootstrap flow.
    COPY-PASTE FIX
    # reverse-skill: AI Agent Workflow Router for Reverse Engineering & Cybersecurity

An AI Agent workflow router and tool orchestration system designed for reverse engineering, security analysis, and CTF tasks. It provides an auto-routing, self-bootstrapping toolchain and an evolving experience base, supporting AI clients like Claude Code, Kiro, Cursor, and Cline.

**For AI Agents:** Continue to section 0 and execute the bootstrap flow.
**For Human Readers:** Start with [OVERVIEW.md](OVERVIEW.md) for a detailed explanation.
**中文概览：** [OVERVIEW_zh.md](OVERVERVIEW_zh.md)
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://linux.do

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 zhaoxuya520/reverse-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
IDA Pro
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. IDA Pro · recommended 1×
  2. IDAPython · recommended 1×
  3. OpenAI API · recommended 1×
  4. Ghidra · recommended 1×
  5. GhidraDev · recommended 1×
  • CATEGORY QUERY
    Need an AI agent to automate reverse engineering and security analysis workflows.
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. IDAPython
    3. OpenAI API
    4. Ghidra
    5. GhidraDev
    6. Binary Ninja
    7. Binary Ninja API
    8. Panda
    9. TensorFlow
    10. PyTorch
    11. Cortex
    12. MalwareBazaar
    13. YARA

    AI recommended 13 alternatives but never named zhaoxuya520/reverse-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool orchestration system for cybersecurity tasks with AI agent integration.
    you: not recommended
    AI recommended (in order):
    1. Cortex XSOAR
    2. Splunk SOAR
    3. Swimlane Turbine
    4. Tines
    5. Demisto
    6. Microsoft Sentinel
    7. Azure Logic Apps
    8. Azure Functions

    AI recommended 8 alternatives but never named zhaoxuya520/reverse-skill. 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 zhaoxuya520/reverse-skill?
    pass
    AI named zhaoxuya520/reverse-skill explicitly

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

  • If a team adopts zhaoxuya520/reverse-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zhaoxuya520/reverse-skill 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 zhaoxuya520/reverse-skill solve, and who is the primary audience?
    pass
    AI named zhaoxuya520/reverse-skill 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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zhaoxuya520/reverse-skill — 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