RRepoGEO

REPOGEO REPORT · LITE

P4nda0s/reverse-skills

Default branch main · commit a2baa31c · scanned 5/21/2026, 8:27:38 AM

GitHub: 1,104 stars · 150 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
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 P4nda0s/reverse-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
  • highreadme#1
    Reposition README opening to clarify 'AI programming tool skills'

    Why:

    CURRENT
    逆向工程分析技能，支持 40+ 种 AI 编程工具。

**专为 IDA-NO-MCP 设计从 IDA 导出反编译结果，然后使用 AI 编程工具进行分析。
    COPY-PASTE FIX
    一套专为 AI 编程工具设计的逆向工程分析技能集，支持 40+ 种 AI 编程工具。它旨在帮助用户从 IDA 等反编译工具导出结果后，利用 AI 编程工具进行高效分析。
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    reverse-engineering, ai-tools, claude-code, ida-pro, ghidra, frida, malware-analysis, binary-analysis, decompilation, android-re, ios-re, unity-re, python-scripts, ai-programming-tools
  • mediumlicense#3
    Add a LICENSE file to match the README's stated license

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the full text of the MIT License.

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 P4nda0s/reverse-skills
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. Hex-Rays Decompiler · recommended 1×
  3. Ghidra · recommended 1×
  4. Ghidra Data Type Editor · recommended 1×
  5. Binary Ninja · recommended 1×
  • CATEGORY QUERY
    Looking for AI-powered tools to analyze decompiled binaries and reconstruct data structures.
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Hex-Rays Decompiler
    3. Ghidra
    4. Ghidra Data Type Editor
    5. Binary Ninja
    6. Radare2
    7. Cutter
    8. r2ghidra-dec
    9. r2pipe
    10. PANDA
    11. QEMU
    12. Angr

    AI recommended 12 alternatives but never named P4nda0s/reverse-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a utility to generate Frida scripts or dump DEX files from Android applications.
    you: not recommended
    AI recommended (in order):
    1. Objection (sensepost/objection)
    2. frida-dexdump (frida/frida-tools)
    3. MobSF (MobSF/Mobile-Security-Framework-MobSF)
    4. Frida CodeShare

    AI recommended 4 alternatives but never named P4nda0s/reverse-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
    fail

    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 P4nda0s/reverse-skills?
    pass
    AI named P4nda0s/reverse-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 P4nda0s/reverse-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named P4nda0s/reverse-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 P4nda0s/reverse-skills solve, and who is the primary audience?
    pass
    AI did not name P4nda0s/reverse-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 P4nda0s/reverse-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.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/P4nda0s/reverse-skills.svg)](https://repogeo.com/en/r/P4nda0s/reverse-skills)
HTML
<a href="https://repogeo.com/en/r/P4nda0s/reverse-skills"><img src="https://repogeo.com/badge/P4nda0s/reverse-skills.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

P4nda0s/reverse-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