# Graph Report - /root/gbrain-graph/candidate  (2026-09-17)

## Corpus Check
- cluster-only mode — file stats not available

## Summary
- 384 nodes · 394 edges · 101 communities (30 shown, 71 thin omitted)
- Extraction: 79% EXTRACTED · 15% INFERRED · 5% AMBIGUOUS · INFERRED: 60 edges (avg confidence: 0.67)
- Token cost: 0 input · 0 output

## Community Hubs (Navigation)
- Community 0
- Community 1
- Community 2
- Community 3
- Community 4
- Community 5
- Community 6
- Community 7
- Community 8
- Community 9
- Community 10
- Community 11
- Community 12
- Community 13
- Community 14
- Community 15
- Community 16
- Community 17
- Community 18
- Community 19
- Community 20
- Community 21
- Community 22
- Community 23
- Community 24
- Community 25
- Community 26
- Community 27
- Community 28
- Community 29
- Community 30
- Community 31
- Community 32
- Community 33
- Community 34
- Community 35
- Community 36
- Community 37
- Community 38
- Community 39
- Community 40
- Community 41
- Community 42
- Community 43
- Community 44
- Community 45
- Community 46
- Community 47
- Community 48
- Community 49
- Community 50
- Community 51
- Community 52
- Community 53
- Community 54
- Community 55
- Community 56
- Community 57
- Community 58
- Community 59
- Community 60
- Community 61
- Community 62
- Community 63
- Community 64
- Community 65
- Community 66
- Community 67
- Community 68
- Community 69
- Community 70
- Community 71
- Community 72
- Community 73
- Community 74
- Community 75
- Community 76
- Community 77
- Community 78
- Community 79
- Community 80
- Community 81
- Community 82
- Community 83
- Community 84
- Community 85
- Community 86
- Community 87
- Community 88
- Community 89
- Community 90
- Community 91
- Community 92
- Community 93
- Community 94
- Community 95
- Community 96
- Community 97
- Community 98
- Community 99
- Community 100

## God Nodes (most connected - your core abstractions)
1. `Mohammad Almousa` - 32 edges
2. `Paperclip` - 16 edges
3. `Fixle` - 13 edges
4. `Ashlars Os` - 13 edges
5. `Selected Component Manifest` - 12 edges
6. `Implementation Evidence` - 12 edges
7. `Durable job completion outbox` - 11 edges
8. `Vitruvius Financial Baseline v1` - 10 edges
9. `Instagram Connection` - 9 edges
10. `Finance ledger — the standard` - 9 edges

## Surprising Connections (you probably didn't know these)
- `Agent Payments Stack: x402, AP2, ACP` --conceptually_related_to--> `MirraeAI`  [INFERRED]
  concepts/agent-payments-stack-x402-ap2-acp.md → companies/mirraeai.md
- `Competitor Source Observation Goodspeed 2026-09-14` --conceptually_related_to--> `Reference Fixle Assets`  [INFERRED]
  sources/competitor-observations/2026-09-14/goodspeed.md → system/references/reference-fixle-assets.md
- `Competitor Source Observation Lowcode 2026-09-14` --conceptually_related_to--> `Reference Fixle Assets`  [INFERRED]
  sources/competitor-observations/2026-09-14/lowcode.md → system/references/reference-fixle-assets.md
- `2026-07-27 Gbrain Structure` --conceptually_related_to--> `GBrain Capture and Retrieval Policy`  [INFERRED]
  vitruvius/decisions/2026-07-27-gbrain-structure.md → system/brain-capture-protocol.md
- `Completion 4a22b81d-d5a1-466a-8ea7-32841793716b` --references--> `Writing a useful GBrain record`  [AMBIGUOUS]
  work-completions/4a22b81d-d5a1-466a-8ea7-32841793716b.md → vitruvius/learnings/writing-good-gbrain-entries.md

## Hyperedges (group relationships)
- **Work Completion Metadata Bundle** — work-completions_dc1f8ea8_ff7b_443a_bdef_bc5fc0d9b9b4, work-completions_dc1f8ea8_ff7b_443a_bdef_bc5fc0d9b9b4_outcome, work-completions_dc1f8ea8_ff7b_443a_bdef_bc5fc0d9b9b4_run, work-completions_dc1f8ea8_ff7b_443a_bdef_bc5fc0d9b9b4_quality, work-completions_dc1f8ea8_ff7b_443a_bdef_bc5fc0d9b9b4_evidence [INFERRED 0.78]
- **Completion outbox activation flow** — projects_ashlars_os_completion_outbox_mini_core, projects_ashlars_os_completion_outbox_core_cli, projects_ashlars_os_completion_outbox_deploy_install_completion_sink_sh, projects_ashlars_os_completion_outbox_vps_sink [INFERRED 0.79]
- **Delivery system stack** — projects_ashlars_os_completion_outbox_vps_sink, projects_ashlars_os_completion_outbox_workcompletionadapter, projects_ashlars_os_completion_outbox_gbrain, projects_ashlars_os_completion_outbox_brain [INFERRED 0.78]
- **Paperclip-related completion runs** — work_completions_48a05688_a37d_495b_87ce_23dd9e53d9ea, work_completions_5aae2fde_d591_4229_b0eb_a856a7e08c98, work_completions_5be81edc_25a9_462c_a9e9_708332755b32, work_completions_78ff465e_1f4f_429b_817d_05d7c0038b37, work_completions_7a570334_ad1f_49fb_af73_e32d0d188ae9, work_completions_7f247107_6847_4639_b4b8_69e9e333271f, work_completions_8911d3cf_0a23_4b0c_a5cc_b9a2fd7a0317, work_completions_8d7d8a69_f8da_4328_84ad_4f785d360f66, work_completions_8fce9fbd_1a0e_4adf_9f51_cbdbfb36ab2e, work_completions_9233a5c0_76f3_4937_897a_642caf725c90, work_completions_93dbe061_5bbe_425c_8623_379ff123af16, work_completions_9e429ca6_4a1f_4445_86b7_9ae17d842ee1, work_completions_9fd5e570_d63d_4894_bece_ef62615de471, work_completions_a3f039ae_abc7_4092_bab4_69b91d12fe90 [INFERRED 0.73]
- **Work completion status notes** — work_completions_a73bda15_eab8_4dda_843a_63714c153780_note, work_completions_a7cbb0d7_4fc2_4802_8ade_d6b8072ba9d8_note, work_completions_b1b2ce2b_de05_450a_8f30_0430564c35d2_note, work_completions_b540af72_0b8d_43f9_98e0_a07e88b56484_note, work_completions_b834a837_2b1d_48ab_8f37_9b1a650f388e_note, work_completions_c3675d7e_29ee_437f_a669_385788a128a9_note [INFERRED 0.78]
- **Work completion status set** — work_completions_dee6fb08_6798_4baf_837b_3acd935b05cd_md_dee6fb08_6798_4baf_837b_3acd935b05cd, work_completions_e318e0ef_bbb8_40ba_9e40_dbea31101ae3_md_e318e0ef_bbb8_40ba_9e40_dbea31101ae3, work_completions_e74890c4_20b9_4b7d_88e2_f293e2283ec2_md_e74890c4_20b9_4b7d_88e2_f293e2283ec2, work_completions_e9c4d5f7_5da2_4593_b98d_03ada860799f_md_e9c4d5f7_5da2_4593_b98d_03ada860799f, work_completions_ed0bff26_1a44_4892_93d4_fd9c4ef307df_md_ed0bff26_1a44_4892_93d4_fd9c4ef307df, work_completions_ee8e5c03_ac94_42df_ac4a_778f844cbaf2_md_ee8e5c03_ac94_42df_ac4a_778f844cbaf2 [INFERRED 0.74]
- **Competitor comparison set** — projects_ashlars_os_competitor_baseline_2026_09_14_md_arabot, projects_ashlars_os_competitor_baseline_2026_09_14_md_maqsam, projects_ashlars_os_competitor_baseline_2026_09_14_md_goodspeed, projects_ashlars_os_competitor_baseline_2026_09_14_md_low_code_agency, projects_ashlars_os_competitor_baseline_2026_09_14_md_vitruvius [EXTRACTED 0.90]
- **Coffee house client work priority sequence** — work_plans_2026_06_17_coffee_house_client_work_md_resilience_tcms, work_plans_2026_06_17_coffee_house_client_work_md_homepage_dead_space, work_plans_2026_06_17_coffee_house_client_work_md_hmg_hyder_murad_s_group, work_plans_2026_06_17_coffee_house_client_work_md_al_dwake_real_estate, work_plans_2026_06_17_coffee_house_client_work_md_monotahir_interiors, work_plans_2026_06_17_coffee_house_client_work_md_starcreats_logo, work_plans_2026_06_17_coffee_house_client_work_md_lullaby [EXTRACTED 0.93]
- **Mohammad Almousa client and project network** — people_mohammad_almousa, companies_shabaan_company, companies_wrent_company [INFERRED 0.78]
- **Mirrae AI stack and governance concepts** — companies_mirraeai_company, concepts_hermes_profile_model_architecture, concepts_mirrae_open_source_license_policy, concepts_agent_payments_stack_x402_ap2_acp [INFERRED 0.76]
- **Al Ghazaleen content/design workflow rules** — companies_al_ghazalein_company, operations_working_agreements_content_rules, operations_working_agreements_design_rules, operations_working_agreements_workflow_feedback [INFERRED 0.81]
- **Fixle execution and demo stack** — projects_fixle, projects_fixle_dashboard_extension_handoff, projects_fixle_investor_demo_tunnel, projects_deep_tier_skill_path [INFERRED 0.80]
- **Shabaan autoparts pipeline** — projects_autoparting, projects_autoparts_image_pipeline, projects_capture_station, projects_catalog_to_commerce_pitch, projects_project_bilingual_catalog_rebuild, projects_project_autoparting_sync [INFERRED 0.84]
- **LullabAI growth and execution loop** — projects_lullaby_ai_baby_tracking_app, projects_gtm_strategy, projects_instagram_build_in_public_series, projects_evaluation_loop_state [INFERRED 0.71]
- **Fixle Hostinger apply and verification flow** — projects_project_cms_automation_learnings_project_cms_automation_learnings, projects_project_engine_contract_project_engine_contract, projects_project_fixle_overview_project_fixle_overview, projects_project_phase0_review_findings_project_phase0_review_findings, projects_project_qa_sweep_hosted_supabase_project_qa_sweep_hosted_supabase, projects_project_resume_t3_next_project_resume_t3_next, projects_project_real_engine_api_goal_project_real_engine_api_goal, projects_project_walkthrough_findings_project_walkthrough_findings [INFERRED 0.88]
- **Ashlars ChatbotX deployment and connection contract** — projects_ashlars_os_chatbotx_foundation, projects_ashlars_os_chatbotx_guide_worker_guard, projects_ashlars_os_chatbotx_instagram_connection_contract, projects_ashlars_os_chatbotx_live_migration_workspace [INFERRED 0.90]
- **Shabaan store theme and inventory workflow** — projects_shabaan_shopify_store_shabaan_shopify_store, projects_project_store_duplicates_project_store_duplicates, projects_store_filters_rebuild_store_filters_rebuild, projects_project_watermark_remover_project_watermark_remover, projects_project_store_edits_jul23_project_store_edits_jul23 [INFERRED 0.79]
- **ChatbotX Instagram comment-to-resource flow** — projects_ashlars_os_chatbotx_source_assessment, projects_ashlars_os_chatbotx_source_compatibility, projects_ashlars_os_comment_guide_flow, projects_ashlars_os_first_instagram_static_release, projects_ashlars_os_instagram_connection, projects_ashlars_os_meta_instagram_version_review_r2, projects_ashlars_os_resource_guide_release [INFERRED 0.82]
- **Vitruvius content production and review pipeline** — projects_ashlars_os_content_direction, projects_ashlars_os_content_motion_study, projects_ashlars_os_content_voice_revision, projects_ashlars_os_static_content_revision3, projects_ashlars_os_take2_caption_alias_review, projects_ashlars_os_editorial_2026_09_14 [INFERRED 0.86]
- **Ashlars marketing reporting loop** — projects_ashlars_os_daily_operating_routine, projects_ashlars_os_daily_marketing_report_2026_09_14, projects_ashlars_os_reporting_operations, projects_ashlars_os_firecrawl_live_acceptance [INFERRED 0.84]
- **GBrain governance and runtime stack** — system_brain_capture_protocol_gbrain_capture_and_retrieval_policy, system_access_paperclip_runtime_gbrain_paperclip_vps_runtime, system_history_brain_capture_implementation_2026_08_md_gbrain_capture_implementation_history_august_2026 [EXTRACTED 0.88]
- **Content production pipeline** — system_references_higgsfield_soul_mohammad_higgsfield_soul_mohammad, system_references_polaris_episode_skill_polaris_episode_skill, sources_ashlars_work_root_motion_study_2026_09_14_hyperframes_motion_study_september_14_2026 [INFERRED 0.82]
- **Competing support automation products** — sources_competitor_observations_2026_09_14_arabot_md_competitor_source_observation_arabot_2026_09_14, sources_competitor_observations_2026_09_14_maqsam_md_competitor_source_observation_maqsam_2026_09_14, sources_competitor_observations_2026_09_14_lowcode_md_competitor_source_observation_lowcode_2026_09_14 [INFERRED 0.74]
- **Finance ledger standard and related ledgers** — vitruvius_finance_ledger, vitruvius_finance_ledger_vitruvius_income, vitruvius_finance_ledger_vitruvius_expenses, vitruvius_finance_ledger_personal_income, vitruvius_finance_ledger_personal_expenses, vitruvius_finance_ledger_receivables, vitruvius_finance_ledger_recurring, vitruvius_finance_ledger_owner_transfers [EXTRACTED 0.91]
- **Finance reporting cycle** — vitruvius_finance_charter_v1, vitruvius_finance_weekly_report_routine, vitruvius_finance_reports_2026_08_31, vitruvius_finance_reports_2026_09_07 [INFERRED 0.74]
- **Delivery policy stack** — vitruvius_references_delivery_quality_bar, vitruvius_references_escalation_rules, vitruvius_learnings_shopify_store_build_delivery_playbook [EXTRACTED 0.90]

## Communities (101 total, 71 thin omitted)

### Community 0 - "Community 0"
Cohesion: 0.05
Nodes (41): CPAP International LLC, G&M Health LLC (SHALL / GPL), Gold Way Real Estate (gold-way.net), HMG / Hyder Murad's Group, MirraeAI, Shabaan, Starcretex, StarMaker (+33 more)

### Community 1 - "Community 1"
Cohesion: 0.11
Nodes (30): Digital Lemons, Feedback Claude P Branch Frozen, Feedback Status Doc Visibility, Abd Al Elah Al Zubi, Ashlars Os, Autoparting, Autoparts Image Pipeline, Capture Station (+22 more)

### Community 2 - "Community 2"
Cohesion: 0.08
Nodes (30): Durable job completion outbox, Completion Outbox, Mini Core API, Brain, completion-outbox-backfill, Core, core.cli, deploy/install-completion-sink.sh (+22 more)

### Community 3 - "Community 3"
Cohesion: 0.22
Nodes (24): ChatbotX Source Assessment, ChatbotX Source Compatibility, First Comment to Resource Flow, Selected Component Manifest, Content Direction, Hyperframes Motion Study, Content Voice Revision, Vitruvius Daily Marketing Report September 14 (+16 more)

### Community 4 - "Community 4"
Cohesion: 0.14
Nodes (23): Project Cms Automation Learnings, Project Engine Contract, Project Fixle Overview, Project Fixle Vps Deploy, Project Graph Session, Project Knowledge Graph Poisoning, Project Mac Storage Cleanup, Muna Taher website — historical project record (+15 more)

### Community 5 - "Community 5"
Cohesion: 0.12
Nodes (18): Ashlars Reporting and Runtime Review — September 14, Hyperframes Motion Study — September 14, 2026, Native Core Brain Handoff Observation, GBrain Access and Storage — Paperclip VPS Runtime, GBrain Capture and Retrieval Policy, Brain Search Recall Weakness, GBrain Capture Implementation History — August 2026, Frontend Design Skill (+10 more)

### Community 6 - "Community 6"
Cohesion: 0.31
Nodes (15): Vitruvius Financial Baseline v1, Vitruvius Finance Governance Charter v1, Finance ledger — the standard, Ledger — Owner transfers, Ledger — Personal expenses, Ledger — Personal income, Ledger — Receivables (invoiced, unpaid), Ledger — Recurring commitments (+7 more)

### Community 7 - "Community 7"
Cohesion: 0.28
Nodes (9): Brain UI Side Panel Tabs, Second Brain Tooling — Obsidian vs Graphify, 2026-08-06 AIOS Stack, 2026-08-06 Feeds Outpath Env Collision, Gbrain Connected and Local Mirror Reconciled VIT-7, VIT-3 Engineering Foundation, VIT-3 GitHub Repos Correction, VIT-7 Graphify and Access Check (+1 more)

### Community 8 - "Community 8"
Cohesion: 0.25
Nodes (8): Competitor Source Observation Goodspeed 2026-09-14, Competitor Source Observation Lowcode 2026-09-14, Claude SEO and Ads Skill Forks Audit, Meta Ads MCP Availability for Jordan Accounts, Reference Anthropic Computer Use, Reference Fixle Assets, Reference Opencode Browser, VIT-5 Shopify Delivery Playbook

### Community 9 - "Community 9"
Cohesion: 0.29
Nodes (7): Al-Dwake real estate, HMG / Hyder Murad's Group, Homepage dead space, Lullaby, Monotahir Interiors, Resilience TCMS, StarCreats logo

### Community 10 - "Community 10"
Cohesion: 0.33
Nodes (6): Arabot, Goodspeed, LOW/CODE Agency, Maqsam, Vitruvius, Run 59ebb827-81bc-4f8e-8cb1-1703c09cc164

### Community 11 - "Community 11"
Cohesion: 0.40
Nodes (6): Model Calibration Evidence, LullabAI Codebase Analysis Snapshot, Lullabai Content Factory Web UI Setup, LullabAI multi-agent QA loop, qa-loop-builder skill, /rev — Multi-Agent Code Review Skill

### Community 12 - "Community 12"
Cohesion: 0.33
Nodes (6): Dee6fb08 6798 4baf 837b 3acd935b05cd, E318e0ef Bbb8 40ba 9e40 Dbea31101ae3, E74890c4 20b9 4b7d 88e2 F293e2283ec2, E9c4d5f7 5da2 4593 B98d 03ada860799f, Ed0bff26 1a44 4892 93d4 Fd9c4ef307df, Ee8e5c03 Ac94 42df Ac4a 778f844cbaf2

### Community 13 - "Community 13"
Cohesion: 0.40
Nodes (5): Al Ghazalein, Content Rules, Design Rules, Al Ghazaleen — historical workflow notes (2026-07-28), SEO audits: verify every finding against the rendered page before reporting

### Community 14 - "Community 14"
Cohesion: 0.50
Nodes (5): Project Store Duplicates, Project Store Edits Jul23, Project Watermark Remover, Shabaan Shopify Store, Store Filters Rebuild

### Community 15 - "Community 15"
Cohesion: 0.40
Nodes (5): R2 Testflight Status, Run On Simulator, StarkCreteX — Smart Concrete Monitoring, Submission Readiness, Supabase Config

### Community 16 - "Community 16"
Cohesion: 0.40
Nodes (5): Vitruvius Brand Positioning & Marketing Structure, VIT-12 Engineering Team Stood Up, VIT-14 Marketing Team Stood Up, VIT-9 GBrain Import and Hiring, Vitruvius AI Org Structure

### Community 17 - "Community 17"
Cohesion: 0.50
Nodes (5): Dc1f8ea8 Ff7b 443a Bdef Bc5fc0d9b9b4 Note, Evidence, Outcome Complete, Quality, Run dc1f8ea8-ff7b-443a-bdef-bc5fc0d9b9b4

### Community 18 - "Community 18"
Cohesion: 0.40
Nodes (5): Completion 000ee6f1-6fca-4a30-a201-bc85d0153c34, Completion 11c3ab6e-4bef-486a-9d8f-b18fd4a1512e, Completion 2162fc76-b682-40de-97e4-5815c7381b12, Completion 3f442426-c36f-42e7-98bc-2545b323d8b3, Completion 4c40e4a3-cbcc-481b-beef-30651cc23633

### Community 19 - "Community 19"
Cohesion: 0.40
Nodes (5): Cbe6bddc 10b8 4ff1 A2d5 536c79fad15e, complete, Ce736601 8645 441b B0c1 3808db7efe7a, D5a78390 D21a 4414 9c50 Fc41e7c1754b, D6941d9e C8ef 4f7e B511 A4c03dec868c

### Community 20 - "Community 20"
Cohesion: 0.67
Nodes (4): ChatbotX Private Foundation, ChatbotX GUIDE Worker Guard, ChatbotX direct Instagram connection contract, ChatbotX live migration and disabled GUIDE workspace evidence

### Community 21 - "Community 21"
Cohesion: 0.50
Nodes (4): Knowledge Workflow, Mailbox Ingestion Evidence, Timezone Profile, Vitruvius Brain Skill Resolver

### Community 22 - "Community 22"
Cohesion: 0.50
Nodes (4): Claude Code Hookify Python38 Crash, Dev Environment, Fixel, SEO Agent

### Community 23 - "Community 23"
Cohesion: 0.67
Nodes (3): Arabic copy must be formal Fusha, not dialect, Governed retained-components plan, Component acceptance matrix

### Community 24 - "Community 24"
Cohesion: 0.67
Nodes (3): Arabot Live Agent Firecrawl Observation September 14, Competitor Source Observation Arabot 2026-09-14, Competitor Source Observation Maqsam 2026-09-14

### Community 25 - "Community 25"
Cohesion: 0.67
Nodes (3): Generating Arabic .docx with real calligraphic typography, Writing a useful GBrain record, Completion 4a22b81d-d5a1-466a-8ea7-32841793716b

### Community 26 - "Community 26"
Cohesion: 0.67
Nodes (3): Shopify Store Build Delivery Playbook, Delivery Quality Bar, Escalation Rules

### Community 27 - "Community 27"
Cohesion: 1.00
Nodes (3): Completion 00b934e6-42b7-4bc3-acb4-f7566fdf277f, Completion 2f9b3d28-e898-44b3-8f90-3095ac68474a, Completion 3761c3a4-1b64-4fec-8eac-3ec4d21d60c0

### Community 28 - "Community 28"
Cohesion: 0.67
Nodes (3): Completion 09493f8d-fe21-4a05-87f8-6c6d4a568d9c, Completion 348091ad-d55e-458e-bb1b-4a1b1159528c, Completion 3bddc9ba-e889-40d0-9137-55183f37fb9b

### Community 29 - "Community 29"
Cohesion: 0.67
Nodes (3): Eefc585e 9687 4622 B98b 9ee307f68f22, Outcome Cancelled, Marketing Editor

## Ambiguous Edges - Review These
- `Ashlars Os` → `Deep Tier Skill Path`  [AMBIGUOUS]
  projects/ashlars-os.md · relation: references
- `Ashlars Os` → `Fixle Dashboard Extension Handoff`  [AMBIGUOUS]
  projects/ashlars-os.md · relation: references
- `Ashlars Os` → `Fixle Investor Demo Tunnel`  [AMBIGUOUS]
  projects/ashlars-os.md · relation: references
- `Concrete Iot Engagement` → `Onega`  [AMBIGUOUS]
  projects/concrete-iot-engagement.md · relation: conceptually_related_to
- `Lumina Shopify Theme` → `Product Name`  [AMBIGUOUS]
  projects/lumina-shopify-theme.md · relation: references
- `Muna Taher website — historical project record` → `Project Overview`  [AMBIGUOUS]
  projects/project-overview.md · relation: references
- `Project Overview` → `Project Phase0 Review Findings`  [AMBIGUOUS]
  projects/project-overview.md · relation: references
- `Project Overview` → `Project Qa Sweep Hosted Supabase`  [AMBIGUOUS]
  projects/project-overview.md · relation: references
- `Project Overview` → `Project Walkthrough Findings`  [AMBIGUOUS]
  projects/project-overview.md · relation: references
- `Writing a useful GBrain record` → `Completion 4a22b81d-d5a1-466a-8ea7-32841793716b`  [AMBIGUOUS]
  work-completions/4a22b81d-d5a1-466a-8ea7-32841793716b.md · relation: references
- `Completion 000ee6f1-6fca-4a30-a201-bc85d0153c34` → `Completion 2162fc76-b682-40de-97e4-5815c7381b12`  [AMBIGUOUS]
  work-completions/000ee6f1-6fca-4a30-a201-bc85d0153c34.md · relation: references
- `Completion 000ee6f1-6fca-4a30-a201-bc85d0153c34` → `Completion 4c40e4a3-cbcc-481b-beef-30651cc23633`  [AMBIGUOUS]
  work-completions/000ee6f1-6fca-4a30-a201-bc85d0153c34.md · relation: references
- `Completion 000ee6f1-6fca-4a30-a201-bc85d0153c34` → `Completion 11c3ab6e-4bef-486a-9d8f-b18fd4a1512e`  [AMBIGUOUS]
  work-completions/11c3ab6e-4bef-486a-9d8f-b18fd4a1512e.md · relation: references
- `Completion 00b934e6-42b7-4bc3-acb4-f7566fdf277f` → `Completion 2f9b3d28-e898-44b3-8f90-3095ac68474a`  [AMBIGUOUS]
  work-completions/00b934e6-42b7-4bc3-acb4-f7566fdf277f.md · relation: references
- `Completion 00b934e6-42b7-4bc3-acb4-f7566fdf277f` → `Completion 3761c3a4-1b64-4fec-8eac-3ec4d21d60c0`  [AMBIGUOUS]
  work-completions/00b934e6-42b7-4bc3-acb4-f7566fdf277f.md · relation: references
- `Completion 09493f8d-fe21-4a05-87f8-6c6d4a568d9c` → `Completion 3bddc9ba-e889-40d0-9137-55183f37fb9b`  [AMBIGUOUS]
  work-completions/09493f8d-fe21-4a05-87f8-6c6d4a568d9c.md · relation: references
- `Completion 0d4601af-df2d-4ccd-ba5b-78ac05da8b04` → `Completion 241069db-0d24-4019-ba84-915e5ea0431d`  [AMBIGUOUS]
  work-completions/0d4601af-df2d-4ccd-ba5b-78ac05da8b04.md · relation: references
- `Completion 125bda20-bb92-417e-8217-c6210d334223` → `Completion 4cbaf75b-bdce-4e57-acf0-6920479664e9`  [AMBIGUOUS]
  work-completions/125bda20-bb92-417e-8217-c6210d334223.md · relation: references
- `Completion 2162fc76-b682-40de-97e4-5815c7381b12` → `Completion 3f442426-c36f-42e7-98bc-2545b323d8b3`  [AMBIGUOUS]
  work-completions/2162fc76-b682-40de-97e4-5815c7381b12.md · relation: references
- `Completion 2f9b3d28-e898-44b3-8f90-3095ac68474a` → `Completion 3761c3a4-1b64-4fec-8eac-3ec4d21d60c0`  [AMBIGUOUS]
  work-completions/3761c3a4-1b64-4fec-8eac-3ec4d21d60c0.md · relation: references
- `Completion 348091ad-d55e-458e-bb1b-4a1b1159528c` → `Completion 3bddc9ba-e889-40d0-9137-55183f37fb9b`  [AMBIGUOUS]
  work-completions/348091ad-d55e-458e-bb1b-4a1b1159528c.md · relation: references

## Knowledge Gaps
- **222 isolated node(s):** `Test update Wed Jun 3 10:40:52 UTC 2026`, `Al-Dwake Real Estate`, `work-plans/2026-06-17-coffee-house-client-work`, `CPAP International LLC`, `G&M Health LLC (SHALL / GPL)` (+217 more)
  These have ≤1 connection - possible missing edges or undocumented components.
- **71 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.

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

- **What is the exact relationship between `Ashlars Os` and `Deep Tier Skill Path`?**
  _Edge tagged AMBIGUOUS (relation: references) - confidence is low._
- **What is the exact relationship between `Ashlars Os` and `Fixle Dashboard Extension Handoff`?**
  _Edge tagged AMBIGUOUS (relation: references) - confidence is low._
- **What is the exact relationship between `Ashlars Os` and `Fixle Investor Demo Tunnel`?**
  _Edge tagged AMBIGUOUS (relation: references) - confidence is low._
- **What is the exact relationship between `Concrete Iot Engagement` and `Onega`?**
  _Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low._
- **What is the exact relationship between `Lumina Shopify Theme` and `Product Name`?**
  _Edge tagged AMBIGUOUS (relation: references) - confidence is low._
- **What is the exact relationship between `Muna Taher website — historical project record` and `Project Overview`?**
  _Edge tagged AMBIGUOUS (relation: references) - confidence is low._
- **What is the exact relationship between `Project Overview` and `Project Phase0 Review Findings`?**
  _Edge tagged AMBIGUOUS (relation: references) - confidence is low._