fix(docs): fix formatting issues in README.md

- adapt meta-/code-/obs- rules to the local Python benchmark pipeline
- replace db-sql-ddl, code-config-env-scope, test-e2e-pytest with pipeline equivalents
- add code-python-style, data-determinism, data-naming-units, bench-methodology, build-pipeline-tasks
- normalize specs and README typography to ASCII per code-data-formatting
- rewrite root CLAUDE.md trigger table; add .cursorrules and .gitignore
- specs: pipeline plan and task specs 00-11
- rules: 19 binding rule files adapted for this project
- docs: CLAUDE.md rule-trigger table
- config: .cursorrules commit convention, .gitignore excluding out/ and .venv/
- docs: rewrite README.md with pipeline diagrams, setup guide, result placeholders
- config: requirements.txt for the closed dependency list
- datagen: make_lab_config.py writes out/config/lab_config.yaml and .done marker

docs/specs_old/06_storage_map.md

@@ -0,0 +1,19 @@
+# Task 06 — Storage Map (As-Is / As-Designed)
+
+## Goal
+Human-readable reconstruction of the storage logic: purpose of each folder level and file kind.
+
+## Input
+- All Task 02–05 artifacts.
+
+## Actions
+1. Write `manifest/storage_map.md`:
+	- annotated folder-tree template (one exemplar branch per pattern, not all 700 GB);
+	- purpose of each nesting level mapped to entities (`data_note → batch → coupon/die → sample`);
+	- purpose of each file kind mapped to measurement types and attachment levels;
+	- deviations: folders/files violating the intended structure (from `unmatched.csv`, `inconsistencies.csv`).
+2. Mark reconstructed intent vs observed fact explicitly (`AS-DESIGNED` / `AS-IS` labels).
+
+## Intermediate Result (done when)
+- `storage_map.md` explains every folder level and file kind; deviations enumerated with examples.
+- Phase 1 complete. Gate: fingerprint coverage 100%, unmatched files are catalogued anomalies only.