# Graph Report - /Users/etlab/projects/et-dev-os  (2026-08-15)

## Corpus Check
- 434 files · ~756,673 words
- Verdict: corpus is large enough that graph structure adds value.

## Summary
- 4911 nodes · 15027 edges · 55 communities detected
- Extraction: 59% EXTRACTED · 41% INFERRED · 0% AMBIGUOUS · INFERRED: 6118 edges (avg confidence: 0.77)
- Token cost: 0 input · 0 output

## Community Hubs (Navigation)
- [[_COMMUNITY_Community 0|Community 0]]
- [[_COMMUNITY_Community 1|Community 1]]
- [[_COMMUNITY_Community 2|Community 2]]
- [[_COMMUNITY_Community 3|Community 3]]
- [[_COMMUNITY_Community 4|Community 4]]
- [[_COMMUNITY_Community 5|Community 5]]
- [[_COMMUNITY_Community 6|Community 6]]
- [[_COMMUNITY_Community 7|Community 7]]
- [[_COMMUNITY_Community 8|Community 8]]
- [[_COMMUNITY_Community 9|Community 9]]
- [[_COMMUNITY_Community 10|Community 10]]
- [[_COMMUNITY_Community 11|Community 11]]
- [[_COMMUNITY_Community 12|Community 12]]
- [[_COMMUNITY_Community 13|Community 13]]
- [[_COMMUNITY_Community 14|Community 14]]
- [[_COMMUNITY_Community 15|Community 15]]
- [[_COMMUNITY_Community 16|Community 16]]
- [[_COMMUNITY_Community 17|Community 17]]
- [[_COMMUNITY_Community 18|Community 18]]
- [[_COMMUNITY_Community 19|Community 19]]
- [[_COMMUNITY_Community 20|Community 20]]
- [[_COMMUNITY_Community 21|Community 21]]
- [[_COMMUNITY_Community 22|Community 22]]
- [[_COMMUNITY_Community 23|Community 23]]
- [[_COMMUNITY_Community 24|Community 24]]
- [[_COMMUNITY_Community 25|Community 25]]
- [[_COMMUNITY_Community 26|Community 26]]
- [[_COMMUNITY_Community 27|Community 27]]
- [[_COMMUNITY_Community 28|Community 28]]
- [[_COMMUNITY_Community 29|Community 29]]
- [[_COMMUNITY_Community 30|Community 30]]
- [[_COMMUNITY_Community 31|Community 31]]
- [[_COMMUNITY_Community 32|Community 32]]
- [[_COMMUNITY_Community 33|Community 33]]
- [[_COMMUNITY_Community 34|Community 34]]
- [[_COMMUNITY_Community 35|Community 35]]
- [[_COMMUNITY_Community 36|Community 36]]
- [[_COMMUNITY_Community 37|Community 37]]
- [[_COMMUNITY_Community 38|Community 38]]
- [[_COMMUNITY_Community 39|Community 39]]
- [[_COMMUNITY_Community 40|Community 40]]
- [[_COMMUNITY_Community 41|Community 41]]
- [[_COMMUNITY_Community 42|Community 42]]
- [[_COMMUNITY_Community 43|Community 43]]
- [[_COMMUNITY_Community 44|Community 44]]
- [[_COMMUNITY_Community 45|Community 45]]
- [[_COMMUNITY_Community 46|Community 46]]
- [[_COMMUNITY_Community 47|Community 47]]
- [[_COMMUNITY_Community 48|Community 48]]
- [[_COMMUNITY_Community 49|Community 49]]
- [[_COMMUNITY_Community 50|Community 50]]
- [[_COMMUNITY_Community 51|Community 51]]
- [[_COMMUNITY_Community 52|Community 52]]
- [[_COMMUNITY_Community 53|Community 53]]
- [[_COMMUNITY_Community 54|Community 54]]

## God Nodes (most connected - your core abstractions)
1. `read_text()` - 415 edges
2. `DockMenu` - 77 edges
3. `run()` - 76 edges
4. `sha256()` - 67 edges
5. `DockStateStore` - 59 edges
6. `main()` - 59 edges
7. `search()` - 57 edges
8. `WorkspaceTarget` - 56 edges
9. `MouseController` - 55 edges
10. `TurnRouteEngine` - 54 edges

## Surprising Connections (you probably didn't know these)
- `test_live_routing_sources_contain_no_semantic_classifier_tables()` --calls--> `read_text()`  [INFERRED]
  /Users/etlab/projects/et-dev-os/tests/test_model_routing_policy_v2.py → /Users/etlab/projects/et-dev-os/plugin/scripts/et_memory_docs.py
- `test_canonical_consumers_duplicate_no_provider_or_model_literals()` --calls--> `read_text()`  [INFERRED]
  /Users/etlab/projects/et-dev-os/tests/test_model_routing_policy_v2.py → /Users/etlab/projects/et-dev-os/plugin/scripts/et_memory_docs.py
- `test_each_policy_agent_has_a_matching_managed_profile()` --calls--> `read_text()`  [INFERRED]
  /Users/etlab/projects/et-dev-os/tests/test_model_routing.py → /Users/etlab/projects/et-dev-os/plugin/scripts/et_memory_docs.py
- `test_tdex_launcher_delegates_every_turn_without_a_fixed_model()` --calls--> `read_text()`  [INFERRED]
  /Users/etlab/projects/et-dev-os/tests/test_model_routing.py → /Users/etlab/projects/et-dev-os/plugin/scripts/et_memory_docs.py
- `test_installers_run_scoped_legacy_prompt_cleanup()` --calls--> `read_text()`  [INFERRED]
  /Users/etlab/projects/et-dev-os/tests/test_tdex_startup_prompt_cleanup.py → /Users/etlab/projects/et-dev-os/plugin/scripts/et_memory_docs.py

## Communities

### Community 0 - "Community 0"
Cohesion: 0.02
Nodes (198): load_private_json(), _prepare_parent(), remove_private_file(), StateFileError, write_private_json(), _run(), CliAgentAdapter, _strict_schema() (+190 more)

### Community 1 - "Community 1"
Cohesion: 0.02
Nodes (267): BM25, BM25 ranking algorithm for text search, Lowercase, split, remove punctuation, filter short words, Build BM25 index from documents, Score all documents against query, Core search function using BM25, _search_csv(), extract_files() (+259 more)

### Community 2 - "Community 2"
Cohesion: 0.02
Nodes (129): timeout(), ConversationHistoryEntry, browse_directory(), _subdirectories(), anchored(), cell_width(), context_items(), ContextMenu (+121 more)

### Community 3 - "Community 3"
Cohesion: 0.02
Nodes (179): _active_sessions(), _approval_is_current(), effective_status(), _has_spinner_title(), _higher_status(), live_project_statuses(), _pane_status(), _pending_approval_sessions() (+171 more)

### Community 4 - "Community 4"
Cohesion: 0.02
Nodes (192): EscalationError, EscalationResult, _now(), _reason(), _same_workspace(), serialize_escalation(), create_handle(), _digest() (+184 more)

### Community 5 - "Community 5"
Cohesion: 0.03
Nodes (178): DecisionPlanner, build_decision_payload(), CodexDecisionClient, DecisionPlanner, default_skill_roots(), _frontmatter_description(), _frontmatter_lines(), _frontmatter_scalar() (+170 more)

### Community 6 - "Community 6"
Cohesion: 0.02
Nodes (180): ask(), _load_configure_env(), main(), run_status(), run_test(), build_prompt(), _codex_args(), decide() (+172 more)

### Community 7 - "Community 7"
Cohesion: 0.03
Nodes (152): EOFError, _darwin_identity(), group_members(), _libproc(), _linux_identity(), _ProcBsdInfo, process_identity(), process_start_time() (+144 more)

### Community 8 - "Community 8"
Cohesion: 0.03
Nodes (102): _atomic_text(), GhosttyConfigError, GhosttyConfigManager, GhosttyLayout, _process_info(), _validated_project(), _register_workspace(), _atomic_json() (+94 more)

### Community 9 - "Community 9"
Cohesion: 0.03
Nodes (140): apply_decision(), approval_requests(), _available_request_id(), canonical_command(), _canonical_cwd(), command_hash(), _current_time(), ensure_pending_request() (+132 more)

### Community 10 - "Community 10"
Cohesion: 0.02
Nodes (154): AuditWorkerLifecycle, default_audit_run(), _emit(), finish_audit_worker(), _private_write(), start_audit_worker(), _valid_identifier(), _claude_payload() (+146 more)

### Community 11 - "Community 11"
Cohesion: 0.02
Nodes (172): main(), _quote(), read_env(), validate(), write_env(), save_config(), collect_docs(), jsonl_docs() (+164 more)

### Community 12 - "Community 12"
Cohesion: 0.03
Nodes (157): _agent(), _agent_nodes(), build_collab_graph(), derive_collab_bounds(), _edge(), _equals(), _provider_blocked(), _repair() (+149 more)

### Community 13 - "Community 13"
Cohesion: 0.03
Nodes (155): load_json(), build_plist(), install_schedule(), main(), plist_path(), schedule_status(), check_environment(), format_telegram() (+147 more)

### Community 14 - "Community 14"
Cohesion: 0.03
Nodes (146): detect_domain(), _load_csv(), Load CSV and return list of dicts, Auto-detect the most relevant domain from query, Main search function with auto-domain detection, search(), build_completion_contract(), _checks() (+138 more)

### Community 15 - "Community 15"
Cohesion: 0.04
Nodes (78): validate_run_id(), find_active_state(), PaneLike, _reclaim_stale(), _require_safe_reclaim(), ClosePane, terminate_collaboration(), VisibleCollabCloseError (+70 more)

### Community 16 - "Community 16"
Cohesion: 0.04
Nodes (121): append_jsonl(), now_kst(), append_jsonl(), byte_offset_after_records(), cursor_fingerprint(), load_worker_cursor(), now_kst(), Hash a small window before the cursor to detect in-place queue rewrites. (+113 more)

### Community 17 - "Community 17"
Cohesion: 0.05
Nodes (82): cleanup(), main(), _require_expected_session(), run_tmux(), _submission_confirmed(), The pane was unchanged, so the caller may safely roll state back., VisiblePaneBusyError, VisiblePaneError (+74 more)

### Community 18 - "Community 18"
Cohesion: 0.03
Nodes (110): addMeta(), canSendNotifications(), el(), formatIdle(), headers(), loadSessions(), notificationFailureMessage(), notificationPermission() (+102 more)

### Community 19 - "Community 19"
Cohesion: 0.04
Nodes (85): _validated_provider_status(), _bar(), _components(), _fg(), _host_component(), _load_cached(), _local_miho_component(), main() (+77 more)

### Community 20 - "Community 20"
Cohesion: 0.05
Nodes (83): main(), _parser(), _path(), _registry(), ConversationRegistry, ConversationRegistryError, _lock_descriptor(), _locked() (+75 more)

### Community 21 - "Community 21"
Cohesion: 0.04
Nodes (90): main(), build_classifier_prompt(), classifier_timeout(), classify_events(), classify_with_command(), normalize_result(), _parse_json(), 분류기 내부 timeout 보다 길게 잡아야 내부 오류 메시지가 살아 돌아온다. (+82 more)

### Community 22 - "Community 22"
Cohesion: 0.04
Nodes (85): agent_reach_bin(), build_parser(), build_status(), command_doctor(), command_route(), command_status(), install_plan(), main() (+77 more)

### Community 23 - "Community 23"
Cohesion: 0.06
Nodes (87): DependencyInspection, _edges(), _graph_path(), inspect_dependency_graph(), _is_stale(), _mapping_key_path(), _nodes(), _normalize_path() (+79 more)

### Community 24 - "Community 24"
Cohesion: 0.05
Nodes (82): append_event(), build_parser(), build_state(), _clip(), command_finish_workflow(), command_render(), command_start_agent(), command_start_workflow() (+74 more)

### Community 25 - "Community 25"
Cohesion: 0.06
Nodes (73): Search stack-specific guidelines, search_stack(), available_stacks(), brief_payload(), build_parser(), clean_results(), emit(), load_core() (+65 more)

### Community 26 - "Community 26"
Cohesion: 0.07
Nodes (59): _as_list(), build_parser(), build_worker_plan(), command_config(), command_doctor(), command_init_config(), command_plan(), command_run() (+51 more)

### Community 27 - "Community 27"
Cohesion: 0.08
Nodes (52): _aggregate_review(), _batches(), _cache_directory(), _canonical_bytes(), _canonical_hash(), CodexReviewError, _file_hash(), _gate() (+44 more)

### Community 28 - "Community 28"
Cohesion: 0.08
Nodes (39): build_report(), command_status(), language(), main(), print_human(), worker_running(), check_platform(), _file_text() (+31 more)

### Community 29 - "Community 29"
Cohesion: 0.15
Nodes (25): browser_worker_command(), build_parser(), build_status(), extract_url(), ExtractionError, fetch_jina(), _has_useful_content(), install_plan() (+17 more)

### Community 30 - "Community 30"
Cohesion: 0.21
Nodes (18): _base_event(), _created_at(), _event_from_record(), _extract_command(), harvest_once(), _is_mutating_call(), main(), _now_kst() (+10 more)

### Community 31 - "Community 31"
Cohesion: 0.19
Nodes (17): main(), Rule, scan(), should_scan(), _load_scan(), test_public_fingerprint_scan_detects_private_path(), test_public_fingerprint_scan_skips_local_graph_output(), test_public_fingerprint_scan_tree_is_clean() (+9 more)

### Community 32 - "Community 32"
Cohesion: 0.22
Nodes (16): build_plan(), _emit(), main(), _normalize_path(), _parse_tasks(), _paths_overlap(), PlanError, Raised when a task plan cannot be executed safely in parallel. (+8 more)

### Community 33 - "Community 33"
Cohesion: 0.47
Nodes (8): buildTargetNames(), cleanSkillsLock(), cleanup(), findProjectRoot(), findSkillsDirs(), isImpeccableSkill(), loadLock(), removeDeprecatedSkills()

### Community 34 - "Community 34"
Cohesion: 0.67
Nodes (5): cli(), firstExisting(), loadContext(), resolveContextDir(), safeRead()

### Community 35 - "Community 35"
Cohesion: 0.5
Nodes (2): Ensure-Directory(), Sync-Directory()

### Community 36 - "Community 36"
Cohesion: 0.5
Nodes (0): 

### Community 37 - "Community 37"
Cohesion: 0.83
Nodes (3): hasGeneratedHeader(), isGeneratedFile(), isGitIgnored()

### Community 38 - "Community 38"
Cohesion: 0.67
Nodes (0): 

### Community 39 - "Community 39"
Cohesion: 1.0
Nodes (0): 

### Community 40 - "Community 40"
Cohesion: 1.0
Nodes (0): 

### Community 41 - "Community 41"
Cohesion: 1.0
Nodes (0): 

### Community 42 - "Community 42"
Cohesion: 1.0
Nodes (0): 

### Community 43 - "Community 43"
Cohesion: 1.0
Nodes (0): 

### Community 44 - "Community 44"
Cohesion: 1.0
Nodes (0): 

### Community 45 - "Community 45"
Cohesion: 1.0
Nodes (0): 

### Community 46 - "Community 46"
Cohesion: 1.0
Nodes (1): Raised when a validated graph cannot continue safely.

### Community 47 - "Community 47"
Cohesion: 1.0
Nodes (1): Mechanically validate an LLM-authored route receipt against live catalogs.

### Community 48 - "Community 48"
Cohesion: 1.0
Nodes (1): Compatibility API that accepts only an explicit LLM decision receipt.

### Community 49 - "Community 49"
Cohesion: 1.0
Nodes (1): Compatibility label; this hook never performs semantic classification.

### Community 50 - "Community 50"
Cohesion: 1.0
Nodes (1): Compatibility label; semantic classification belongs to the Decision Twin.

### Community 51 - "Community 51"
Cohesion: 1.0
Nodes (1): Raised when a route decision cannot be produced or validated.

### Community 52 - "Community 52"
Cohesion: 1.0
Nodes (1): Raised when auto routing cannot safely prepare a Codex turn.

### Community 53 - "Community 53"
Cohesion: 1.0
Nodes (1): Return the reasoning efforts advertised for each visible cached model.      A ca

### Community 54 - "Community 54"
Cohesion: 1.0
Nodes (1): Refresh one persisted role without reclassifying continuation text.

## Knowledge Gaps
- **47 isolated node(s):** `Remove only the explicit startup transport envelope.`, `Deprecated: conversation continuity is inferred by the Decision Twin.`, `Deprecated: conversation continuity is inferred by the Decision Twin.`, `Deprecated: semantic classification is represented by an LLM receipt.`, `Refresh only the shared account cache used by normal tdex surfaces.` (+42 more)
  These have ≤1 connection - possible missing edges or undocumented components.
- **Thin community `Community 39`** (2 nodes): `provider_config_template()`, `et_bustercall_templates.py`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 40`** (2 nodes): `Test-WorkerPython()`, `register-worker-windows.ps1`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 41`** (1 nodes): `approval_decider.py`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 42`** (1 nodes): `service-worker.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 43`** (1 nodes): `et_tdex_dock_shortcuts.py`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 44`** (1 nodes): `install-tools-windows.ps1`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 45`** (1 nodes): `verify_install_manifest.py`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 46`** (1 nodes): `Raised when a validated graph cannot continue safely.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 47`** (1 nodes): `Mechanically validate an LLM-authored route receipt against live catalogs.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 48`** (1 nodes): `Compatibility API that accepts only an explicit LLM decision receipt.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 49`** (1 nodes): `Compatibility label; this hook never performs semantic classification.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 50`** (1 nodes): `Compatibility label; semantic classification belongs to the Decision Twin.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 51`** (1 nodes): `Raised when a route decision cannot be produced or validated.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 52`** (1 nodes): `Raised when auto routing cannot safely prepare a Codex turn.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 53`** (1 nodes): `Return the reasoning efforts advertised for each visible cached model.      A ca`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 54`** (1 nodes): `Refresh one persisted role without reclassifying continuation text.`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **Why does `read_text()` connect `Community 11` to `Community 0`, `Community 1`, `Community 3`, `Community 4`, `Community 5`, `Community 6`, `Community 7`, `Community 8`, `Community 9`, `Community 10`, `Community 12`, `Community 13`, `Community 14`, `Community 15`, `Community 16`, `Community 18`, `Community 19`, `Community 20`, `Community 21`, `Community 23`, `Community 24`, `Community 25`, `Community 26`, `Community 27`, `Community 28`, `Community 29`, `Community 30`, `Community 31`, `Community 32`?**
  _High betweenness centrality (0.278) - this node is a cross-community bridge._
- **Why does `DockMenu` connect `Community 2` to `Community 3`, `Community 8`, `Community 19`, `Community 20`, `Community 21`?**
  _High betweenness centrality (0.044) - this node is a cross-community bridge._
- **Why does `sha256()` connect `Community 4` to `Community 0`, `Community 1`, `Community 3`, `Community 6`, `Community 7`, `Community 9`, `Community 10`, `Community 11`, `Community 12`, `Community 13`, `Community 14`, `Community 15`, `Community 16`, `Community 17`, `Community 18`, `Community 20`, `Community 21`, `Community 23`, `Community 25`, `Community 27`, `Community 30`?**
  _High betweenness centrality (0.039) - this node is a cross-community bridge._
- **Are the 411 inferred relationships involving `read_text()` (e.g. with `policy()` and `test_managed_agent_profiles_match_declared_model_strengths()`) actually correct?**
  _`read_text()` has 411 INFERRED edges - model-reasoned connections that need verification._
- **Are the 120 inferred relationships involving `ValueError` (e.g. with `.__init__()` and `build_quality_workflow()`) actually correct?**
  _`ValueError` has 120 INFERRED edges - model-reasoned connections that need verification._
- **Are the 44 inferred relationships involving `RuntimeError` (e.g. with `test_graph_failure_is_fatal_and_never_falls_back_to_legacy()` and `test_dead_letter_does_not_persist_provider_traceback()`) actually correct?**
  _`RuntimeError` has 44 INFERRED edges - model-reasoned connections that need verification._
- **Are the 54 inferred relationships involving `DockMenu` (e.g. with `_Manager` and `_Store`) actually correct?**
  _`DockMenu` has 54 INFERRED edges - model-reasoned connections that need verification._