Inline zero-arg constant functions: def foo(): return 42 x = foo() + foo() → x = 42 + 42 Then remove the (now-u

Values safe to propagate across statements: constants, const collections, lambdas.

True if node has no side effects (safe to discard as a statement).

Return True if the function only does computation — no I/O or shell.

Detect while True: loops used as state machine dispatchers.

Accept LLM output only when it is valid Python AND structurally consistent with the original function.

True iff the true branch contains a block that directly Jump()s back to header_id.

Loads a single plugin from a file path using the register contract.

Statically evaluate simple '%c' % N and '%s' % "x" patterns in the source text before AST parsing.

Replace '\x41\x42' escape sequences in string literals that aren't otherwise handled by the AST (e.g., inside f-strings or format calls).

Remove try/except blocks where: - The try body contains only simple, non-raising statements - All handlers are bare `exce

Resolve the cheapest usable Black entrypoint once per process.

Find module-level assignments like X = "literal" or X = 42 where X is assigned exactly once and never augmented/deleted. Repl

getattr(obj, "method") → obj.method (as an Attribute node) getattr(obj, "method")(args) → obj.method(args) Only when t

Resolve simple module alias assignments: os2 = os → remove; replace os2.x with os.x sys2 = sys → similar

Resolve common import aliases so that base64/zlib/codecs decode patterns are recognized regardless of the alias used. E.g.: i

Like _resolve_constant_aliases but applied inside function bodies. Folds single-assignment constant aliases within a flat statement l

Like _resolve_constant_aliases but applied inside each function body. Handles: x = 5; if x > 0: ... → if 5 > 0: ... Only fo

Return the dump of the given resource.

Parse once, run all AST transforms, unparse once.

Follow state transitions and return linearised statements.

- Background dominates (70-85%) - Accent is subtle (5-15%) - Primary color adds highlight (5-10%) - Applies dynamic desaturation + vi

Try to decode a possibly chained base64+compress call to a string.

Try to get bytes from a b64decode call or literal.

Try to evaluate return expr substituting arg_name=arg_val.