WIP: last attempt at call graph stuff

conductor/product-guidelines.md

@@ -25,6 +25,14 @@
 - **Comprehensive Logging:** Aggressively log all actions, API payloads, tool calls, and executed scripts. Maintain timestamped JSON-L and markdown logs to ensure total transparency and debuggability.
 - **Dependency Minimalism:** Limit external dependencies where possible. For instance, prefer standard library modules (like `urllib` and `html.parser` for web tools) over heavy third-party packages.
 
+## Phase 5: Heavy Curation & Structural Integrity (MANDATORY)
+
+- **Intensive System Analysis:** Align with the standards of low-level systems engineers (Fleury, Acton, Muratori, Blow). Do not accept high-level abstractions as sufficient documentation.
+- **Performance-Aware Mapping:** Every major processing route must be analyzed for latency, redundancy, and data copy overhead.
+- **Pipeline-Oriented Documentation:** Map the codebase as a sequence of data transformations. Identify exactly where data enters, how it is mutated, and where it exits.
+- **Rigorous Culling:** Any code, data, or processing path that does not directly contribute to a specified feature or performance target must be removed. 
+- **Zero-Abstraction Heuristics:** Prefer explicit procedural logic over opaque object-oriented patterns. Ensure state transitions are traceable and deterministic.
+
 ## AI-Optimized Compact Style
 
 - **Indentation:** Exactly **1 space** per level. This minimizes token usage in nested structures.