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Last synthesized: 2026-10-21 | 159 files | 8 concept pages | offline, zero tokens

Raw sources -> readmenator wiki -> links (Karpathy LLM Wiki Pattern, deterministic). Start here, then open one community page. Prefer grep over full reads.

Vault Overview

The codebase centres on _models.py, _config.py, _app.py. Architecturally it is 6 layers, dominant utility (87 files) across 8 import-based communities. Recorded risk surface: 0 security findings and 0 dependency cycles.

Surprising tissue lives between readmenator/parsers, readmenator: _video, readmenator: _agent_output: 20 extracted cross-community imports and 0 inferred bridges. Follow connections.json sorted by strength before refactoring.

Open work clusters around documentation (87% file coverage), 0 security findings, 20 taint paths, and 5 suggested exploration questions in queries.md.

Stats

Metric	Value
Files	159
Symbols	3110
Resolved imports	621
Languages	js, py, sh
Communities	8
Doc coverage	87% (138/159 files)
Security findings	0
Estimated read cost	~85278 tokens (chars/4, offline so $0)

Reading Order

1. Skim Stats and God Nodes below for blast radius.
2. Open the largest community page first, then follow Connections.
3. Use queries.md for the next question; log the answer there.

grep -rn '<keyword>' index.md community_*.md
readmenator query "<question>" --target ReadMenator

Concept Wiki

• readmenator/parsers (37 files, cohesion 0.53)
• readmenator: _video (36 files, cohesion 0.32)
• readmenator: _agent_output (19 files, cohesion 0.33)
• readmenator: _graphrag (18 files, cohesion 0.32)
• readmenator: _pipeline (18 files, cohesion 0.26)
• readmenator: _diagrams (15 files, cohesion 0.39)
• readmenator: _flowcharts (12 files, cohesion 0.44)
• orphans (4 files, cohesion 0.00)

God Nodes

File	Score
readmenator/_models.py	206.3
readmenator/_config.py	204.1
readmenator/_app.py	96.8
readmenator/_pipeline.py	93.3
readmenator/parsers/__init__.py	48.2

Strongest Connections

• 3 -> 1: depends_on (strength 0.9, EXTRACTED)
• 3 -> 5: depends_on (strength 0.9, EXTRACTED)
• 3 -> 6: depends_on (strength 0.9, EXTRACTED)
• 3 -> 0: depends_on (strength 0.9, EXTRACTED)
• 3 -> 4: depends_on (strength 0.9, EXTRACTED)
• 1 -> 5: depends_on (strength 0.9, EXTRACTED)
• 2 -> 1: depends_on (strength 0.9, EXTRACTED)
• 2 -> 0: depends_on (strength 0.9, EXTRACTED)
• 4 -> 1: depends_on (strength 0.9, EXTRACTED)
• 4 -> 0: depends_on (strength 0.9, EXTRACTED)

Navigation Tips

• Obsidian Graph View works: every community page links back here.
• connections.json is machine-readable for GraphRAG pipelines.
• REPORT.md states what was extracted vs inferred and current limits.
• Regenerate offline: readmenator . --rebuild (no network, no tokens).