# TopoExploit > Static analysis knowledge base for TopoExploit: 5 communities, 44 files, 414 imports, 2 languages, 824 symbols. Generated offline by readmenator (zero LLM tokens). Start with the wiki index for the big picture, then the agent INDEX for file lookup. ## Wiki - [readmenator-wiki/index.md](md/readmenator-wiki/index.md): The codebase centres on model.py, init.py, train.py. Architecturally it is 6 layers, dominant utility (36 files) across 6 import-based communities. Recorded... - [readmenator-wiki/REPORT.md](md/readmenator-wiki/REPORT.md): Project: TopoExploit | 2026-10-10 | offline, deterministic - [readmenator-wiki/community_0_topogpt3_model.md](md/readmenator-wiki/community_0_topogpt3_model.md): Community 0 | 12 files | cohesion 0.64 - [readmenator-wiki/community_1_eval_harness.md](md/readmenator-wiki/community_1_eval_harness.md): Community 1 | 7 files | cohesion 0.64 - [readmenator-wiki/community_2_eval_governor.md](md/readmenator-wiki/community_2_eval_governor.md): Community 2 | 6 files | cohesion 0.31 - [readmenator-wiki/community_3_topogpt3_inference_hrm.md](md/readmenator-wiki/community_3_topogpt3_inference_hrm.md): Community 3 | 5 files | cohesion 0.42 - [readmenator-wiki/community_4_topogpt3_jlens.md](md/readmenator-wiki/community_4_topogpt3_jlens.md): Community 4 | 4 files | cohesion 0.45 - [readmenator-wiki/community_5_orphans.md](md/readmenator-wiki/community_5_orphans.md): Community 5 | 10 files | cohesion 0.00 - [readmenator-wiki/concepts.md](md/readmenator-wiki/concepts.md): Second-brain semantic layer: nouns map atomically to file sets (EXTRACTED); verbs aggregate structural edges (INFERRED). - [readmenator-wiki/queries.md](md/readmenator-wiki/queries.md): Log each answered question here so the wiki compounds. Format: question, answer, cited files. ## GraphRAG - [readmenator-graphrag/REPORTS.md](md/readmenator-graphrag/REPORTS.md): Entities: 970 | Relationships: 2759 | Communities: 6 | Themes: 2 | Text units: 860 ## Agent Docs - [readmenator-agent/INDEX.md](md/readmenator-agent/INDEX.md) - [readmenator-agent/GOTCHAS.md](md/readmenator-agent/GOTCHAS.md): These files have the most connections. Changes here have high blast radius. - [readmenator-agent/API.md](md/readmenator-agent/API.md): Depends on: topogpt3/init.py - [readmenator-agent/API_p2.md](md/readmenator-agent/API_p2.md): Depends on: syntheticdataset.py, topogpt3/continuation.py - [readmenator-agent/ARCHITECTURE.md](md/readmenator-agent/ARCHITECTURE.md): app.py -> topogpt3/init.py - [readmenator-agent/CONCEPTS.md](md/readmenator-agent/CONCEPTS.md): Nouns map atomically to file sets (EXTRACTED); verbs aggregate structural edges (INFERRED). - [readmenator-agent/KB_eval.md](md/readmenator-agent/KB_eval.md): Doc: Aggregate HumanEval result JSONL files into a summary table. - [readmenator-agent/KB_root.md](md/readmenator-agent/KB_root.md): Doc: Drop-in entry point that demonstrates how to use the topogpt3 package. - [readmenator-agent/KB_tests.md](md/readmenator-agent/KB_tests.md): Doc: TestValidPositionMask: Feature: validpositionmask excludes attention-sink and final positions. - [readmenator-agent/KB_topogpt3.md](md/readmenator-agent/KB_topogpt3.md): Doc: TopoGPT3: complex-valued spectral language model for code. - [readmenator-agent/KB_topogpt3_p2.md](md/readmenator-agent/KB_topogpt3_p2.md): Doc: TopoGPT2: Quaternion-Enhanced Topological Transformer Language Model Author: Gris Iscomeback... - [readmenator-agent/MEMORY.md](md/readmenator-agent/MEMORY.md): Generated from 44 files at commit 4d3ec5e49007. Read this first, then readmenator-wiki/index.md, then readmenator . ask "" for anything specific. - [readmenator-agent/SECURITY.md](md/readmenator-agent/SECURITY.md) - [readmenator-agent/SYMBOLS.md](md/readmenator-agent/SYMBOLS.md) - [readmenator-agent/SYMBOLS_p2.md](md/readmenator-agent/SYMBOLS_p2.md) - [readmenator-agent/recipes/add-function.md](md/readmenator-agent/recipes/add-function.md): Find the target file by purpose: grep -in '' readmenator-agent/INDEX.md - [readmenator-agent/recipes/change-impact.md](md/readmenator-agent/recipes/change-impact.md): Riskiest file: topogpt3/continuation.py (26 dependents) - [readmenator-agent/recipes/fix-cycle.md](md/readmenator-agent/recipes/fix-cycle.md): Read cycles: grep -A5 'Dependency Cycles' readmenator-agent/GOTCHAS.md - [readmenator-agent/recipes/fix-security.md](md/readmenator-agent/recipes/fix-security.md): Read findings: grep -n '' readmenator-agent/SECURITY.md - [readmenator-agent/recipes/reduce-complexity.md](md/readmenator-agent/recipes/reduce-complexity.md): Target hotspot: topogpt3/model.py ## Project Docs - [KNOWLEDGE_BASE.md](md/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 +... - [README.md](md/README.md): A 122M parameter complex-valued autoregressive language model trained on - [SECURITY.md](md/SECURITY.md): Use this section to tell people about which versions of your project are ## Optional - [Runtime Architecture](architecture.html): Components, services, storage, and boundaries across layers. (interactive HTML) - [Data Flow](dataflow.html): Movement of data from sources through transforms to stores. (interactive HTML) - [Change Lifecycle](lifecycle.html): States, transitions, waits, and retry paths of change. (interactive HTML) - [Request Sequence](sequence.html): Ordered interaction between top participants over time. (interactive HTML) - [Delivery Workflow](workflow.html): Delivery path across lanes from entry to terminal outcomes. (interactive HTML)