Zero-token knowledge base

estorides | System Maps

Architecture maps, an overview video, and the full documentation set, generated offline from the source code. Nothing here was written by an LLM.

10communities
191files
1,301imports
3languages
3,183symbols

Interactive maps

Physics-driven diagrams: drag nodes, click one for its documentation, trace upstream or downstream reach. Maps load their engine from a CDN.

Overview video

Cinematic synthwave overview rendered from real scan data: layers, god nodes, dependency tree, communities, import graph, and code DNA. Open/download readmenator.mp4.

Documentation 44 files

Wiki 16

Concept pages per code community: start with index.md.

Second Brain

readmenator-wiki/index.md

The codebase centres on config.py, estoridesweb.py, orchestrator.py. Architecturally it is 6 layers, dominant testing (90 files) across 11 import-based...

82 lines~918 tokens
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readmenator-wiki

readmenator-wiki/README.md

Agent wiki: the big picture as a navigable, progressively disclosed wiki. One page per code community (group of files that import each other), plus typed...

28 lines~345 tokens
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estorides_core: estorides_web

readmenator-wiki/community_0_estorides_core_estorides_web.md

Community 0 | 27 files | cohesion 0.51

151 lines~2308 tokens
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orphans

readmenator-wiki/community_10_orphans.md

Community 10 | 27 files | cohesion 0.00

143 lines~1636 tokens
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estorides_core: parsers

readmenator-wiki/community_1_estorides_core_parsers.md

Community 1 | 24 files | cohesion 0.47

132 lines~2070 tokens
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estorides_core: hypothesis_engine

readmenator-wiki/community_2_estorides_core_hypothesis_engine.md

Community 2 | 19 files | cohesion 0.66

107 lines~1897 tokens
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estorides_core: estorides

readmenator-wiki/community_3_estorides_core_estorides.md

Community 3 | 17 files | cohesion 0.45

112 lines~1827 tokens
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estorides_core: config

readmenator-wiki/community_4_estorides_core_config.md

Community 4 | 17 files | cohesion 0.37

121 lines~2226 tokens
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estorides_core: graph_bundle

readmenator-wiki/community_5_estorides_core_graph_bundle.md

Community 5 | 15 files | cohesion 0.68

96 lines~1767 tokens
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estorides_core: people_intel

readmenator-wiki/community_6_estorides_core_people_intel.md

Community 6 | 15 files | cohesion 1.00

97 lines~1398 tokens
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estorides_export

readmenator-wiki/community_7_estorides_export.md

Community 7 | 15 files | cohesion 0.46

104 lines~2030 tokens
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estorides_core: tool_install

readmenator-wiki/community_8_estorides_core_tool_install.md

Community 8 | 12 files | cohesion 0.46

95 lines~1484 tokens
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estorides_core: source_health_monitoring

readmenator-wiki/community_9_estorides_core_source_health_monitoring.md

Community 9 | 3 files | cohesion 1.00

72 lines~1486 tokens
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Concepts

readmenator-wiki/concepts.md

Second-brain semantic layer: nouns map atomically to file sets (EXTRACTED); verbs aggregate structural edges (INFERRED).

124 lines~3319 tokens
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Queries

readmenator-wiki/queries.md

Log each answered question here so the wiki compounds. Format: question, answer, cited files.

29 lines~187 tokens
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Audit Report

readmenator-wiki/REPORT.md

Project: estorides | 2026-10-16 | offline, deterministic

43 lines~362 tokens
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GraphRAG 2

Community report hierarchy for agents. Query it with: readmenator . ask "question" (or MCP readmenator.graphrag).

readmenator-graphrag

readmenator-graphrag/README.md

Zero-token GraphRAG index: entities, relationships, community reports and source text units built deterministically from the code graph, so questions can be...

27 lines~322 tokens
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GraphRAG Community Reports

readmenator-graphrag/REPORTS.md

Entities: 3497 | Relationships: 10339 | Communities: 11 | Themes: 5 | Text units: 3348

224 lines~5782 tokens
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Project docs 3

Knowledge base, README, and policies.

Polyglot Codebase Knowledge Graph

KNOWLEDGE_BASE.md

Start here: Statistics Dashboard for scope, God Nodes for blast radius, Architecture Reference for per-file API. Agents: prefer readmenator-agent/INDEX.md +...

9895 lines~445706 tokens
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Estorides — OSINT Platform

README.md

E — Entities (identification of entities, aliases, emails, IPs).

696 lines~9343 tokens
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Security Policy

SECURITY.md

Use this section to tell people about which versions of your project are

21 lines~154 tokens
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Agent docs 18

Grep-friendly indexes for AI agents (also useful for humans).

readmenator-agent

readmenator-agent/README.md

Agent docs: flat, grep-optimized Markdown written for AI coding agents (and humans in a hurry). Every line is self-contained so a single grep answers where a...

33 lines~505 tokens
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API

readmenator-agent/API.md

Depends on: estoridescore/alerter.py, estoridescore/cases.py, estoridescore/config.py, estoridescore/discoverer.py, estoridescore/entityextraction.py...

1378 lines~34084 tokens
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Architecture

readmenator-agent/ARCHITECTURE.md

estoridescli.py -> estoridescore/alerter.py

478 lines~8678 tokens
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Concepts

readmenator-agent/CONCEPTS.md

Nouns map atomically to file sets (EXTRACTED); verbs aggregate structural edges (INFERRED).

120 lines~5678 tokens
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Gotchas

readmenator-agent/GOTCHAS.md

These files have the most connections. Changes here have high blast radius.

65 lines~1021 tokens
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Subsystem: .scratchpad

readmenator-agent/KB__scratchpad.md

45 lines~175 tokens
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Subsystem: estorides_core

readmenator-agent/KB_estorides_core.md

Depends on: estoridescore/config.py

1592 lines~23931 tokens
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Subsystem: estorides_export

readmenator-agent/KB_estorides_export.md

Depends on: estoridesexport/encryption.py, estoridesexport/misp.py, estoridesexport/reconreport.py, estoridesexport/report.py, estoridesexport/stix.py

73 lines~893 tokens
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Subsystem: estorides_llm

readmenator-agent/KB_estorides_llm.md

Depends on: estoridesllm/manager.py

46 lines~613 tokens
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Subsystem: js

readmenator-agent/KB_js.md

Doc: Estorides front-end controller

395 lines~3652 tokens
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Subsystem: properties

readmenator-agent/KB_properties.md

Doc: Directory guard for property-based (hypothesis) tests.

190 lines~3370 tokens
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Subsystem: root

readmenator-agent/KB_root.md

Doc: Deprecated entry point.

189 lines~2938 tokens
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Subsystem: tests

readmenator-agent/KB_tests.md

Doc: Pytest configuration and shared fixtures for the estorides test suite.

1991 lines~36920 tokens
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Subsystem: tools

readmenator-agent/KB_tools.md

Doc: Split legacy grouped source files into one addon per file.

17 lines~104 tokens
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Project Memory

readmenator-agent/MEMORY.md

Generated from 191 files at commit 4bf09f0d86e8. Read this first, then readmenator-wiki/index.md, then readmenator . ask "<question>" for anything specific.

83 lines~1334 tokens
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Security Findings

readmenator-agent/SECURITY.md

3 lines~10 tokens
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Symbols

readmenator-agent/SYMBOLS.md

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Recipes 5

Step-by-step tasks grounded in this codebase.

Recipe: Add a Function

readmenator-agent/recipes/add-function.md

Find the target file by purpose: grep -in '<topic>' readmenator-agent/INDEX.md

9 lines~99 tokens
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Recipe: Change a File Safely

readmenator-agent/recipes/change-impact.md

Riskiest file: estoridescore/config.py (51 dependents)

9 lines~109 tokens
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Recipe: Fix a Dependency Cycle

readmenator-agent/recipes/fix-cycle.md

Target cycle: estoridesexport/init.py -> estoridesexport/encryption.py -> estoridesexport/init.py

7 lines~120 tokens
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Recipe: Fix a Security Finding

readmenator-agent/recipes/fix-security.md

Read findings: grep -n '<file>' readmenator-agent/SECURITY.md

6 lines~69 tokens
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Recipe: Reduce File Complexity

readmenator-agent/recipes/reduce-complexity.md

Target hotspot: static/js/estorides.js

9 lines~78 tokens
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How to read these maps

Open any map, then: drag nodes freely while physics settles the rest, search (/) to filter, click a node to focus it with full file documentation, Upstream and Downstream to trace authored reach, Path to probe the exact route between two ids, Lens to compare semantic roles, Play to walk the guided chapters, Stabilize to re-run physics, Theme for dark and light, Export for PNG or typed JSON. Deep links such as #route=a~b restore any reading.