RRepoGEO

REPOGEO REPORT · LITE

ImKKingshuk/LockKnife

Default branch main · commit 1851cce2 · scanned 6/19/2026, 12:02:09 PM

GitHub: 501 stars · 105 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 ImKKingshuk/LockKnife, 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
  • highabout#1
    Reposition the 'about' description to lead with the project's core domain

    Why:

    CURRENT
    LockKnife: The Ultimate Android Security Research Tool. A unified TUI workspace and headless CLI for deep Android security research, built for researchers and hackers. Powered by Python orchestration and a Rust-accelerated core, enabling AI agent–driven hacking, credential recovery/cracking, APK analysis, intelligence gathering, runtime inspection.
    COPY-PASTE FIX
    The Ultimate Android Security Research Tool. LockKnife is a unified TUI workspace and headless CLI for deep Android security research, built for researchers and hackers. Powered by Python orchestration and a Rust-accelerated core, enabling AI agent–driven hacking, credential recovery/cracking, APK analysis, intelligence gathering, runtime inspection.
  • mediumreadme#2
    Strengthen the README's opening paragraph to explicitly state its purpose

    Why:

    CURRENT
    LockKnife is a unified Android security research and forensic investigation toolkit built with Python orchestration and Rust-accelerated core. It provides a case-driven TUI workspace alongside a powerful headless CLI, enabling investigators and researchers to perform extraction, credential recovery, artifact analysis, runtime instrumentation, and reporting from a single modular framework.
    COPY-PASTE FIX
    LockKnife is the ultimate Android security research tool and forensic investigation toolkit. Built with Python orchestration and a Rust-accelerated core, it provides a case-driven TUI workspace alongside a powerful headless CLI. This enables investigators and researchers to perform extraction, credential recovery, artifact analysis, runtime instrumentation, and reporting from a single modular framework, specifically designed for deep Android security research.
  • lowtopics#3
    Add more specific topics to improve recall for niche queries

    Why:

    CURRENT
    adb, ai-agents, ai-assisted-hacking, ai-hacking, android-forensics, android-hacking, android-reverse-engineering, android-security, autonomous-agents, claude, cli-tool, developer-tools, foss, hacker-tools, malware-analysis, mobile-forensics, open-source, openclaw, security-research-tool, terminal-ui
    COPY-PASTE FIX
    adb, ai-agents, ai-assisted-hacking, ai-hacking, android-forensics, android-hacking, android-reverse-engineering, android-security, autonomous-agents, claude, cli-tool, developer-tools, foss, hacker-tools, malware-analysis, mobile-forensics, open-source, openclaw, security-research-tool, terminal-ui, android-malware-analysis, android-runtime-inspection, credential-recovery, tui-tool, cli-framework

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 ImKKingshuk/LockKnife
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MobSF/Mobile-Security-Framework-MobSF
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. MobSF/Mobile-Security-Framework-MobSF · recommended 2×
  2. frida/frida · recommended 2×
  3. NationalSecurityAgency/ghidra · recommended 2×
  4. androguard/androguard · recommended 2×
  5. ADB · recommended 1×
  • CATEGORY QUERY
    What are the best tools for comprehensive Android security research and mobile forensics?
    you: not recommended
    AI recommended (in order):
    1. MobSF (MobSF/Mobile-Security-Framework-MobSF)
    2. Frida (frida/frida)
    3. ADB
    4. Ghidra (NationalSecurityAgency/ghidra)
    5. JEB Decompiler
    6. Androguard (androguard/androguard)
    7. Autopsy (sleuthkit/autopsy)

    AI recommended 7 alternatives but never named ImKKingshuk/LockKnife. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    I need a CLI or TUI tool for AI-assisted Android malware analysis and credential recovery.
    you: not recommended
    AI recommended (in order):
    1. Androguard (androguard/androguard)
    2. MobSF (MobSF/Mobile-Security-Framework-MobSF)
    3. Frida (frida/frida)
    4. Objection (sensepost/objection)
    5. APKTool (iBotPeaches/Apktool)
    6. Ghidra (NationalSecurityAgency/ghidra)

    AI recommended 6 alternatives but never named ImKKingshuk/LockKnife. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 ImKKingshuk/LockKnife?
    pass
    AI named ImKKingshuk/LockKnife explicitly

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

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

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

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MARKDOWN (README)
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ImKKingshuk/LockKnife — 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