refactor(docs): code analysis engine

stats:
  lines: "+264/-264 (net +0)"
  files: 10
  complexity: "Stable complexity"

Author: tom-sapletta-com

CHANGELOG.md

@@ -1,5 +1,20 @@
 ## [Unreleased]
 
+## [0.5.91] - 2026-03-26
+
+### Docs
+- Update project/context.md
+
+### Other
+- Update project/analysis.toon.yaml
+- Update project/calls.mmd
+- Update project/calls.png
+- Update project/compact_flow.mmd
+- Update project/flow.mmd
+- Update project/flow.png
+- Update project/index.html
+- Update project/map.toon.yaml
+
 ## [0.5.90] - 2026-03-26
 
 ### Docs

VERSION

@@ -1 +1 @@
-0.5.90
+0.5.91

code2llm/__init__.py

@@ -8,7 +8,7 @@
 and entity resolution with multilingual support.
 """
 
-__version__ = "0.5.90"
+__version__ = "0.5.91"
 __author__ = "STTS Project"
 
 # Core analysis components (lightweight, always needed)

code2llm/nlp/__init__.py

@@ -4,7 +4,7 @@
 with multilingual support and fuzzy matching.
 """
 
-__version__ = "0.5.90"
+__version__ = "0.5.91"
 
 from .pipeline import NLPPipeline
 from .normalization import QueryNormalizer

project/analysis.toon.yaml

@@ -19,9 +19,9 @@ REFACTOR[1]:
 PIPELINES[637]:
   [1] Src [read_readme]: read_readme
       PURITY: 100% pure
-  [2] Src [save_report]: save_report
+  [2] Src [run_benchmark]: run_benchmark → load_previous
       PURITY: 100% pure
-  [3] Src [run_benchmark]: run_benchmark → load_previous
+  [3] Src [save_report]: save_report
       PURITY: 100% pure
   [4] Src [main]: main → load_file → is_toon_file
       PURITY: 100% pure

project/calls.mmd

@@ -16,14 +16,14 @@ flowchart TD
     code2llm_cli ==>|5| code2llm_cli_commands
     code2llm_cli_exports -->|3| code2llm_exporters
     validate_toon -->|2| code2llm_parsers
-    benchmarks_benchmark_format_quality -->|2| benchmarks_reporting
     code2llm_cli_analysis -->|2| code2llm_cli_exports
+    benchmarks_benchmark_format_quality -->|2| benchmarks_reporting
     code2llm_cli -->|1| code2llm_cli_parser
     code2llm_cli -->|1| code2llm_cli_analysis
     code2llm_cli -->|1| code2llm_cli_exports
-    benchmarks_benchmark_format_quality -->|1| benchmarks_format_evaluator
-    benchmarks_benchmark_format_quality -->|1| benchmarks_project_generator
     code2llm_cli_analysis -->|1| code2llm_core
     code2llm_cli_commands -->|1| code2llm_cli_exports
+    benchmarks_benchmark_format_quality -->|1| benchmarks_format_evaluator
+    benchmarks_benchmark_format_quality -->|1| benchmarks_project_generator
     code2llm_cli_exports -->|1| code2llm_core
     code2llm_cli_exports -->|1| code2llm_generators

project/calls.png

@@ -53,16 +53,16 @@
 - **Classes**: 1
 - **File**: `type_inference.py`
 
-### code2llm.analysis.pipeline_detector
-- **Functions**: 18
-- **Classes**: 3
-- **File**: `pipeline_detector.py`
-
 ### code2llm.analysis.data_analysis
 - **Functions**: 18
 - **Classes**: 1
 - **File**: `data_analysis.py`
 
+### code2llm.analysis.pipeline_detector
+- **Functions**: 18
+- **Classes**: 3
+- **File**: `pipeline_detector.py`
+
 ### code2llm.exporters.project_yaml_exporter
 - **Functions**: 18
 - **Classes**: 1
@@ -473,10 +473,6 @@ Key functions that process and transform data:
 > Create CLI argument parser.
 - **Output to**: argparse.ArgumentParser, parser.add_argument, parser.add_argument, parser.add_argument, parser.add_argument
 
-### benchmarks.benchmark_format_quality._generate_format_outputs
-> Generate all format outputs and evaluate them.
-- **Output to**: format_configs.items, __import__, getattr, exporter_cls, time.time
-
 ### demo_langs.valid.sample.UserService.process_users
 - **Output to**: print
 
@@ -491,6 +487,10 @@ Checks:
 1. All chunks have required files (analysis.toon, contex
 - **Output to**: print, print, sorted, print, print
 
+### benchmarks.benchmark_format_quality._generate_format_outputs
+> Generate all format outputs and evaluate them.
+- **Output to**: format_configs.items, __import__, getattr, exporter_cls, time.time
+
 ### code2llm.analysis.data_analysis.DataAnalyzer._identify_process_patterns
 - **Output to**: result.functions.items, patterns.items, sorted, func.name.lower, indicators.items
 
@@ -506,6 +506,10 @@ Checks:
 > Load gitignore parser for project if available.
 - **Output to**: code2llm.core.gitignore.load_gitignore_patterns
 
+### code2llm.analysis.cfg.CFGExtractor._format_except
+> Format except handler.
+- **Output to**: self._expr_to_str
+
 ### code2llm.core.gitignore.GitIgnoreParser._parse_pattern
 > Parse a single gitignore pattern into regex.
 - **Output to**: pattern.startswith, pattern.endswith, pattern.startswith, self._wildcard_to_regex, re.compile
@@ -520,10 +524,6 @@ Returns list of (module_name, start_line, end_line).
 > Check if file should be processed.
 - **Output to**: file_path.lower, Path, self._gitignore_parser.is_ignored, any, fnmatch.fnmatch
 
-### code2llm.analysis.cfg.CFGExtractor._format_except
-> Format except handler.
-- **Output to**: self._expr_to_str
-
 ### code2llm.core.file_analyzer.FileAnalyzer._process_class
 > Process class definition.
 - **Output to**: ClassInfo, None.classes.append, isinstance, isinstance, methods.append

project/compact_flow.mmd

@@ -30,14 +30,14 @@ flowchart TD
         badges__server__get_badges["get_badges"]
         code2llm__api__analyze["analyze"]
         code2llm__api__analyze_file["analyze_file"]
-        code2llm__TypeInferenceEngine__enrich_function["enrich_function"]
-        code2llm__TypeInferenceEngine__get_arg_types["get_arg_types"]
-        code2llm__TypeInferenceEngine__get_return_type["get_return_type"]
-        code2llm__TypeInferenceEngine__get_typed_signature["get_typed_signature"]
-        code2llm__TypeInferenceEngine__extract_all_types["extract_all_types"]
-        code2llm__TypeInferenceEngine___get_ast["_get_ast"]
-        code2llm__TypeInferenceEngine___find_function_node["_find_function_node"]
-        code2llm__TypeInferenceEngine___extract_from_node["_extract_from_node"]
+        code2llm__DataAnalyzer__analyze_data_flow["analyze_data_flow"]
+        code2llm__DataAnalyzer__analyze_data_structures["analyze_data_structures"]
+        code2llm__DataAnalyzer___find_data_pipelines["_find_data_pipelines"]
+        code2llm__DataAnalyzer___find_state_patterns["_find_state_patterns"]
+        code2llm__DataAnalyzer___find_data_dependencies["_find_data_dependencies"]
+        code2llm__DataAnalyzer___find_event_flows["_find_event_flows"]
+        code2llm__DataAnalyzer___detect_types_from_name["_detect_types_from_name"]
+        code2llm__DataAnalyzer___create_type_entry["_create_type_entry"]
         ...["+291 more"]
     end
 
@@ -60,4 +60,4 @@ flowchart TD
         ...["+224 more"]
     end
 
-    class setup__read_readme,validate_toon__main,badges__server__index,badges__server__generate_badges,badges__server__get_badges,code2llm__cli__main,code2llm__api__analyze,code2llm__api__analyze_file,code2llm__cli_analysis___run_analysis,code2llm__cli_analysis___run_standard_analysis entry
+    class setup__read_readme,validate_toon__main,code2llm__cli__main,badges__server__index,badges__server__generate_badges,badges__server__get_badges,code2llm__api__analyze,code2llm__api__analyze_file,code2llm__cli_analysis___run_analysis,code2llm__cli_analysis___run_standard_analysis entry