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Last synthesized: 2026-10-10 | 136 files | 7 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, _pipeline.py. Architecturally it is 6 layers, dominant utility (76 files) across 7 import-based communities. Recorded risk surface: 0 security findings and 0 dependency cycles.

Surprising tissue lives between readmenator: _agent_output, readmenator/parsers, readmenator: _pipeline: 14 extracted cross-community imports and 6 inferred bridges. Follow connections.json sorted by strength before refactoring.

Open work clusters around documentation (85% file coverage), 0 security findings, 20 taint paths, and 5 suggested exploration questions in queries.md.

Stats

Metric	Value
Files	136
Symbols	2512
Resolved imports	486
Languages	js, py
Communities	7
Doc coverage	85% (116/136 files)
Security findings	0
Estimated read cost	~64572 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: _agent_output (36 files, cohesion 0.37)
• readmenator/parsers (28 files, cohesion 0.52)
• readmenator: _pipeline (25 files, cohesion 0.37)
• readmenator: _diagrams (21 files, cohesion 0.32)
• readmenator: _graphrag (18 files, cohesion 0.35)
• readmenator: _agent_injector (5 files, cohesion 0.40)
• orphans (3 files, cohesion 0.00)

God Nodes

File	Score
readmenator/_models.py	196.3
readmenator/_config.py	172.1
readmenator/_pipeline.py	87.0
readmenator/_app.py	71.4
readmenator/parsers/__init__.py	48.2

Strongest Connections

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