Guess Works

• python3 guess_works.py

realistic password/wordlist generation

Argument	Description
-e, --essid	Target ESSID (e.g., BELL123456)
-a, --area	Area code for phone number guesses (e.g., 416)
-s, --street	Street name (e.g., Main, KingWest)
-o, --output	File to save the generated passwords
--seasons	Include seasonal guesses
--months	Include month/year combinations
--holidays	Include holiday-based guesses
--names	Include popular names + years
--events	Include global event-related patterns
--sports	Include sports teams + years
--no-year	Exclude year suffix from guesses
--add-numbers	Append numbers 1-N to each generated string (default 1–1000)
--clean-length	Remove lines under 8 characters long
--clean-numbers	Remove lines containing only numbers
--capitalize	Capitalize the first character of each line (skips numbers)
--filler	Adds junk numeric strings to the start and end of file
--filler-count	Total filler lines (default: 7000, 5000 start + 2000 end)
--ai-names	Augments --names with offline AI-generated human names using a character-level Markov model trained on common name patterns
--ai-ollama	Generate names or words using a local Ollama LLM. Uses a default prompt.json (editable) or a custom prompt via --prompt

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• # 1. Generate guesses for a specific ESSID
    python3 guess_works.py -e BELL123456 --seasons --holidays --output bell_guesses.txt
  
    # 2. Generate guesses based on a Canadian area code
    python3 guess_works.py -a 416 --add-numbers 50 --output phone_guesses.txt
  
    # 3. Generate guesses using street names and popular names
    python3 guess_works.py -s KingWest --names --no-year --output street_name_guesses.txt
  
    # 4. Generate guesses for sports teams and global events
    python3 guess_works.py --sports --events --capitalize --output event_sports_guesses.txt
  
    # 5. Generate a full mixed list with cleaning applied
    python3 guess_works.py -e VIRGIN123 --seasons --months --holidays --names --events --sports \
        --clean-length --clean-numbers --output full_wordlist.txt
  
  

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Pipe Wordlists Directly into Aircrack-ng

• gw_aircrack.py generates enhanced password variants on-the-fly and can be piped straight into aircrack-ng without creating a large intermediate file.

Flag	Description
-i, --input	Input wordlist file (required)
--leet	Apply leetspeak substitutions
--suffix	Append common suffixes (numbers, symbols, etc.)
--prefix	Add common prefixes (!, VIP, etc.)
--toggle	Randomly toggle character case
--max	Optional maximum number of variants to generate

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•   # 1. Generate with leetspeak + suffixes, pipe to aircrack-ng:
    python3 gw_aircrack.py -i base_words.txt --leet --suffix | aircrack-ng -w- -b <BSSID> capture.cap
    # 2. Apply all enhancements and limit to 50,000 variants:
    python3 gw_aircrack.py -i base_words.txt --leet --suffix --prefix --toggle --max 50000 | aircrack-ng -w- -b <BSSID> capture.cap
    # 3. Use without enhancements (just pass the base wordlist to aircrack-ng):
    python3 gw_aircrack.py -i base_words.txt | aircrack-ng -w- -b <BSSID> capture.cap
  
  

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Enhance Your Wordlist

• python3 gw_enhancer.py applies leetspeak, prefixes, suffixes, and case toggling to an existing wordlist to generate realistic password variants.

Basic Usage

python3 gw_enhancer.py -i base_words.txt -o enhanced.txt --leet --suffix --prefix --toggle

Flag	Description
-i, --input	Input file with base words (required)
-o, --output	Output file to save enhanced wordlist (required unless --overwrite)
--leet	Apply leetspeak substitutions
--suffix	Append common suffixes (numbers, symbols, etc.)
--prefix	Add common prefixes (!, VIP, etc.)
--toggle	Randomly toggle character case for realism
--overwrite	Overwrite input file instead of writing to output
--max	Max number of generated variants (default very high)

---

•   # 1. Enhance with leetspeak and suffixes:
    python3 gw_enhancer.py -i base_words.txt -o enhanced.txt --leet --suffix
    # 2. Add prefixes and toggle case:
    python3 gw_enhancer.py -i base_words.txt -o enhanced.txt --prefix --toggle
    # 3. Apply all enhancements:
    python3 gw_enhancer.py -i base_words.txt -o enhanced.txt --leet --suffix --prefix --toggle
    # 4. Overwrite the original wordlist:
    python3 gw_enhancer.py -i base_words.txt --overwrite --leet --suffix
    # 5. Limit output to 10,000 variants:
    python3 gw_enhancer.py -i base_words.txt -o enhanced.txt --leet --suffix --max 10000
  
  

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gw_merge

• python3 gw_merge.py

Merge and Clean Wordlists

This script combines all .txt files in the current directory, removes duplicates, sorts them, and saves the result to wordlist_clean.txt:

#!/usr/bin/env python3
import glob

output_file = "wordlist_clean.txt"
all_lines = set()

for filename in glob.glob("*.txt"):
    with open(filename, "r", encoding="utf-8", errors="ignore") as f:
        for line in f:
            line = line.strip()
            if line:
                all_lines.add(line)

with open(output_file, "w", encoding="utf-8") as f:
    for line in sorted(all_lines):
        f.write(line + "\n")

print(f"[+] Combined {len(all_lines)} unique lines into {output_file}")

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