Fallback parser for XML-style tool calls. Supports formats like: <tool_call> <function=func_name> <parameter=param1>value1</param

Prepare context for one function.

Ensures the selection highlight remains bright even when IDA Pro takes active focus.

(Worker Thread) Drive the chatbot through the multi_agent_runtime step loop.

Reduce oldest records to metadata-only.

Reduce oldest records to status-only.

Register and attach the toolbar action after IDA UI is initialized.

Return the worker index used for UI tasks. If the pool has only one worker, UI tasks gracefully fall back to the pipeline worker to pres

Path for LLM response debug log (in llm_logs subdirectory).

Parse the script and return a list of suspicious call names found. Uses AST so it won't false-positive on comments or strings.

Comprehensive skip logic to reduce API requests and decompiler load.

Return True for functions unlikely to provide indexing value. This aggressively skips import/linkage/runtime helper stubs that frequently cau

Return (should_skip, reason) for heavy decompile targets.

Group similar tool calls and summarize them.

Generate summarized representation.

Initiates the agent's thinking process in a background thread.

Second-pass minification applied only when the first pass leaves the prompt over budget. Removes address prefixes that cannot be used fo

Apply unknown-resolution tool calls and replace ``unknown`` tags.

Auto-expand to specified depth and apply default selection.

Recursively build call tree based on actual call relationships.

Return default specialist bindings as: (spec, factory, runtime_message_handler)

Build a graph of everything reachable from entry points with dynamic awareness.

Build the second-pass prompt (Section 16) for ``unknown``-only entries.

Check for new decompilations and save them to netnode if not already saved.

Check for new decompilations and save them to netnode if not already saved.

Check for new deobfuscations and save them to netnode if not already saved.

Delete the run-scoped ctx file after annotation completes.

Clear all AI decompilations from storage.

Clears all records to reset the analysis state completely

Clear current run state and return the ctx path for cleanup.

Remove index from cache **and** delete the file on disk.

Collect functions using default selection criteria. Must be called from main thread.