Count structural elements in an AST

Return a stable AST signature without location noise.

Quick syntax check - used mid-pipeline

Attempt to decompile a .pyc file to Python source. Returns the source string, or a comment explaining failure.

Print text with a typewriter animation effect.

Loads all plugins from the plugins directory. Isolates failures per plugin to ensure application startup is not affected.

Print formatted project information to stdout.

Report an error using a shared client instance.

Sets a random console title for stealth if enabled.

Generate source code size data for pyc header.

Generate timestamp data for pyc header.

Single-pass image analysis. Returns (contrast, avg_luminance) in [0, 1]. Samples the image at 8x8 pixels. Uses Welford-style running

Apply the wildcard case and return next state.

Fix 'unexpected character after line continuation character

Fast AST-based structural repair: fix empty bodies, strip bad lines.

Repair syntax errors caused by deobfuscation transforms. Primary fix: 'expected an indented block after X on line N' -> insert pass. Fall

Return True if the last meaningful statement in stmts is a guaranteed exit (return, raise, break, continue).

- Dark themes: slightly higher alpha for readability - Light themes: lower alpha for glass-like transparency - Range: 0x50 (~31%) to 0x80

Verify Ollama is running and pull the model if missing

Compare high-level structure metrics between original and cleaned. Differences generate warnings but only large discrepancies fail va

Walk the if/elif chain and collect {state_int: (real_stmts, next_state_or_None)}.