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khatibi/graphify-out/GRAPH_REPORT.md
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2026-10-09 20:02:36 +03:30

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Graph Report - khatibi (2026-10-09)

Corpus Check

  • 124 files · ~93,934 words
  • Verdict: corpus is large enough that graph structure adds value.
  • Unclassified: 7 file(s) not represented in the graph (top: (none) 4, .env 2, .csv 1)

Summary

  • 821 nodes · 1291 edges · 93 communities (26 shown, 67 thin omitted)
  • Extraction: 92% EXTRACTED · 8% INFERRED · 0% AMBIGUOUS · INFERRED: 103 edges (avg confidence: 0.86)
  • Token cost: 0 input · 0 output

Graph Freshness

  • Built from commit: 6f36db63
  • Run git rev-parse HEAD and compare to check if the graph is stale.
  • Run graphify update . after code changes (no API cost).

Community Hubs (Navigation)

  • views/store.py
  • project_tree.py
  • sqlite_db_backup.py
  • django_db
  • Customer ID Backup/New Factor Template
  • views/customers.py
  • cheque_inquiry.py
  • admin_panel/templates/admin_panel/baseHesabdari.html
  • django_db_models_deletion
  • django_conf
  • admin_panel/storeBK1.html
  • ViewSmokeTests
  • admin_panel/templates/admin_panel/customerAction.html
  • User
  • admin_panel/templates/admin_panel/bedehi.html
  • django_contrib
  • models/__init__.py
  • admin_panel/templates/admin_panel/customerBase.html
  • hesabdariCheckPassFail.html
  • Reference guide
  • ProductInStore
  • graphify
  • hesabdariResidNashode.html
  • 0017_factoriteam_garantyesh.py
  • django_apps
  • 0002_auto_20220114_1616.py
  • 0021_alter_article_type.py
  • Rip'n Fast. Fewer Tokens. Better Code.
  • 0027_alter_action_nazar.py
  • admin_panel/entezar.html
  • views/finance.py
  • Customer Modals UI
  • 0029_alter_article_options.py
  • 0034_alter_article_sarresid.py
  • 0005_auto_20220121_2054.py
  • 0035_alter_article_sarresid.py
  • 0009_remove_storeroom_user.py
  • 0010_auto_20220122_1546.py
  • 0040_customer_laghv_bazdid.py
  • 0043_sarresid_user.py
  • 0048_alter_productinstore_options.py
  • 0032_article_paystatus.py
  • 0033_article_nahvepardakht.py
  • 0044_sarresid_desc.py
  • GEMINI.md
  • Customer Action Include
  • New Customer Base Template
  • Customer Feedback Partial
  • Customer Factor Detail
  • Customer Accounting Template
  • Customer Factor List
  • Customer Feedback Page
  • Action List Template
  • base.html
  • Customer New Factor
  • Customer New Factor V2
  • Customer Satisfaction List
  • Customer Satisfaction Partial
  • Customer Check/Debt Management
  • admin_panel/templates/admin_panel/customerBaseNew.html
  • Customer List
  • Financial Dashboard
  • Accounting Main View
  • New Inventory Operation
  • Inventory Operations List
  • Operations Backup Template
  • Financial Report Template
  • Debt Collection Dashboard
  • Inventory Movement Report
  • Customer Satisfaction Dashboard
  • Check and Credit Report Template
  • Satisfaction List Template
  • Store Inventory Template
  • Store Transfers Template
  • Stores List Template
  • toCurrency
  • Extended Requirements File
  • Requirements File
  • ModelsPackageContractTests
  • UrlContractTests
  • system.py

God Nodes (most connected - your core abstractions)

  1. Rip'n Fast. Fewer Tokens. Better Code. - 23 edges
  2. User - 22 edges
  3. create_transfer_request() - 22 edges
  4. Reference guide - 18 edges
  5. current_stock() - 16 edges
  6. make_user() - 15 edges
  7. stock_in() - 15 edges
  8. Customer ID Backup/New Factor Template - 15 edges
  9. approve_transfer_request() - 13 edges
  10. make_product() - 13 edges

Surprising Connections (you probably didn't know these)

  • check_financial_discrepancy() --uses--> Customer [INFERRED] check_finance.py → admin/models.py
  • run_360_audit() --uses--> Customer [INFERRED] ghost_hunter.py → admin/models.py
  • ``nest= is a max, so it cannot tell a long function from a tangled one --references--> index() [INFERRED] ripwire - README.md → admin/views.py
  • VisitQueue --uses--> User [INFERRED] admin_panel/models/actions.py → admin/models.py
  • StoreRoom --uses--> User [INFERRED] admin_panel/models/store.py → admin/models.py

Import Cycles

  • None detected.

Hyperedges (group relationships)

  • Customer Satisfaction & Collection — admin_panel_templates_admin_panel_report_rezayat, admin_panel_templates_admin_panel_report_debtors_no_vosol, admin_panel_customer_customernazarinc [EXTRACTED 0.90]
  • Customer Management Flow — admin_panel_customer_base_new, admin_panel_customer_action_inc, admin_panel_customer_id_factor, admin_panel_customer_hesabdari [EXTRACTED 1.00]
  • Financial & Debt Management — admin_panel_templates_admin_panel_financial_dashboard, admin_panel_templates_admin_panel_hesabdari [EXTRACTED 1.00]
  • Graphify Output Artifacts — graphify-out_graph_json, graphify-out_wiki_index_md, graphify-out_graph_report_md [EXTRACTED 1.00]
  • Graphify Subcommands — graphify_query, graphify_path, graphify_explain [EXTRACTED 1.00]
  • Inventory Management System — admin_panel_templates_admin_panel_store, admin_panel_templates_admin_panel_store_transfers, admin_panel_templates_admin_panel_report_inventory_movements, admin_panel_templates_admin_panel_operationsbk [EXTRACTED 1.00]
  • Bedehi Report Navigation — django_urls_admin_panel_bedehi, django_urls_admin_panel_bedehikhadamat, django_urls_admin_panel_bedehinasb [EXTRACTED]
  • Login Form — admin_panel_templates_admin_panel_login, django_url_admin_panel_p_login, django_csrf_token, form_field_username, form_field_password [EXTRACTED]
  • New Store Form — admin_panel_templates_admin_panel_storebk1, django_url_admin_panel_newstore, django_csrf_token, form_field_storename [EXTRACTED]
  • Store Inventory Display — admin_panel_templates_admin_panel_storebk1, template_variable_productsum, product_property_product_name, product_property_mojodi [EXTRACTED]
  • Customer List Page — admin_panel_templates_admin_panel_entezar_html, concept_customer_data, concept_url_admin_panel_customers [INFERRED 0.80]
  • Customer Lifecycle Management — admin_panel_templates_admin_panel_customers [INFERRED 0.85]
  • Customer Interaction Lifecycle — admin_panel_templates_admin_panel_customers, admin_panel_templates_admin_panel_customerNew, admin_panel_templates_admin_panel_customerRezayat [INFERRED 0.85]
  • New Factor Creation Flow — admin_panel_templates_admin_panel_customernewbackup_html, admin_panel_urls_newfactor, concept_client_side_form_logic, concept_customer, concept_category [INFERRED 0.85]
  • Customer Management UI Flow — admin_panel_templates_admin_panel_customersbk_html, admin_panel_templates_admin_panel_customersbk_html_createcs, admin_panel_templates_admin_panel_customersbk_html_openrow, concept_customer_modal_ui [INFERRED 0.90]
  • Financial & Debt Management Flow — admin_panel_templates_admin_panel_customerSarresid, admin_panel_templates_admin_panel_hesabdari, admin_panel_templates_admin_panel_financial_dashboard [INFERRED 0.90]
  • New Factor Item Creation Flow — admin_panel_templates_admin_panel_customeridfactorbackup_html_js, panel_urls_productmojodi, concept_product, concept_productcategory [INFERRED 0.90]
  • Settle Due Payment Flow — admin_panel_templates_admin_panel_hesabdaricheckpassfail_html, admin_panel_url_passcheck, admin_panel_url_pardakhtnesiye [INFERRED 0.90]
  • Accounting and Billing Flow — admin_panel_templates_admin_panel_basehesabdari, concept_url_admin_panel_hesabdari, concept_url_admin_panel_bedehi [INFERRED]
  • Bedehi Template Data Contract — admin_panel_templates_admin_panel_bedehi_html, django_context_variable_mandehesabkp, django_context_variable_articls [INFERRED]
  • Customer Action Creation Flow — admin_panel_templates_admin_panel_customeraction, admin_panel_urls_customernewaction, concept_action_model [INFERRED]
  • Customer Management UI — admin_panel_templates_admin_panel_customeridbackup_html, concept_customer, django_url_admin_panel_customeredit, api_endpoint_panel_customer_del, django_url_admin_panel_customerfactors [INFERRED]
  • Client-side Payment Processing Flow — admin_panel_templates_admin_panel_hesabdaricheckpass_html, admin_panel_urls_passcheck, admin_panel_urls_pardakhtnesiye [INFERRED]
  • Nesiye Payment Flow — admin_panel_templates_admin_panel_hesabdariresidnashode, admin_panel_urls_pardakhtnesiye [INFERRED]
  • New Factor Creation Flow — admin_panel_templates_admin_panel_customeridbackup_html, django_url_admin_panel_productsjson, api_endpoint_panel_productmojodi, admin_panel_templates_admin_panel_customeridbackup_html_orderlist, admin_panel_templates_admin_panel_customeridbackup_html_buildorderlist, django_url_admin_panel_newfactor [INFERRED]
  • Store and Inventory Management Flow — admin_panel_templates_admin_panel_basestore, concept_url_admin_panel_stores, concept_url_admin_panel_productadd, concept_url_admin_panel_operations, concept_url_admin_panel_store_transfers [INFERRED]

Communities (93 total, 67 thin omitted)

Community 0 - "views/store.py"

Cohesion: 0.06 Nodes (28): StoreRoom, Meta, StoreRoomOwner, StoreTransferRequest, Meta, Status, approve_transfer_request(), cancel_transfer_request() (+20 more)

Community 1 - "project_tree.py"

Cohesion: 0.05 Nodes (18): remove_query_param(), check_financial_discrepancy(), entrypoint.sh script, run_360_audit(), main(), Counts, format_header(), generate_snapshot() (+10 more)

Community 2 - "sqlite_db_backup.py"

Cohesion: 0.06 Nodes (3): Command, Command, Command

Community 3 - "django_db"

Cohesion: 0.06 Nodes (16): Migration, Migration, Migration, Migration, Migration, Migration, Migration, Migration (+8 more)

Community 4 - "Customer ID Backup/New Factor Template"

Cohesion: 0.07 Nodes (17): Customer ID Backup/New Factor Template, all_products (JS variable), buildOrderList (JS function), orderList (JS variable), Client-side script in customerIDFactorBackup.html, URL: admin_panel:customerEdit, admin_panel:newFactor URL, Category Data (+9 more)

Community 5 - "views/customers.py"

Cohesion: 0.05 Nodes (22): Customer, Meta, PhoneNumber, customer(), customerDel(), customerEdit(), customerFactor(), customerFactors() (+14 more)

Community 6 - "cheque_inquiry.py"

Cohesion: 0.17 Nodes (6): api_check_sabt_inquiry(), api_check_status_inquiry(), parse_cheque_result_html(), run_bpi_cheque_inquiry_logic(), run_cbi_sayad_inquiry_logic(), solve_base64_captcha()

Community 7 - "admin_panel/templates/admin_panel/baseHesabdari.html"

Cohesion: 0.08 Nodes (22): admin_panel/base.html, Django Custom Tags: custom_tags, URL: admin_panel:ActionListUserToday, URL: admin_panel:bedehi, URL: admin_panel:customers, URL: admin_panel:entezar, URL: admin_panel:hesabdari, URL: admin_panel:hesabdari_residnashone (+14 more)

Community 8 - "django_db_models_deletion"

Cohesion: 0.08 Nodes (12): Migration, Migration, Migration, Migration, Migration, Migration, Migration, Migration (+4 more)

Community 9 - "django_conf"

Cohesion: 0.09 Nodes (9): Migration, Migration, Migration, Migration, Migration, Migration, Migration, Migration (+1 more)

Community 10 - "admin_panel/storeBK1.html"

Cohesion: 0.11 Nodes (17): Django CSRF Token, Django Custom Tags, Django Static Files, Django URL: admin_panel:newStore, Django URL: admin_panel:operations, Django URL: admin_panel:p_login, Django URL: admin_panel:store, Form Field: password (+9 more)

Community 12 - "admin_panel/templates/admin_panel/customerAction.html"

Cohesion: 0.16 Nodes (10): admin_panel/templates/admin_panel/customerActionInc.html, admin_panel:customerNewAction URL, Action Data Model, DataTables Library, jQuery, User Data Model, Django 'url' template tag, Bulma CSS (+2 more)

Community 13 - "User"

Cohesion: 0.15 Nodes (19): User, Action, VisitQueue, Factor, Meta, FactorIteam, UserProfile, ActionList() (+11 more)

Community 14 - "admin_panel/templates/admin_panel/bedehi.html"

Cohesion: 0.22 Nodes (8): Articl Model, Customer Model, articls, toJalali, admin_panel:bedehi, admin_panel:bedehiKhadamat, admin_panel:bedehiNasb, admin_panel:customer

Community 15 - "django_contrib"

Cohesion: 0.22 Nodes (3): StoreRoomAdmin, StoreRoomOwnerInline, StoreTransferRequestAdmin

Community 16 - "models/__init__.py"

Cohesion: 0.06 Nodes (22): Customer, Factor, FactorIteam, PhoneNumber, Product, ProductCategory, ProductInStore, StoreRoom (+14 more)

Community 18 - "hesabdariCheckPassFail.html"

Cohesion: 0.20 Nodes (9): Customer Data Object, Factor Data Object, Sarresid Data Object, admin_panel:customerNew URL, admin_panel:pardakhtNesiye URL, /panel/passCheck/ URL, admin_panel.ViewReportMali Permission, jQuery JS Library (+1 more)

Community 19 - "Reference guide"

Cohesion: 0.07 Nodes (27): 10. Quality evaluation, 11. Agent integration, 12. Supported languages and formats, 13. Performance, 14. Known limits, 15. Documentation, 16. Improvement, 17. License (+19 more)

Community 20 - "ProductInStore"

Cohesion: 0.14 Nodes (8): Product, Meta, ProductCategory, ProductInStore, Meta, MovementType, ProductStockHistory, Meta

Community 21 - "graphify"

Cohesion: 0.22 Nodes (8): Copilot Chat, graphify, graphify-out/graph.json, graphify-out/GRAPH_REPORT.md, graphify-out/wiki/index.md, graphify explain, graphify path, graphify query

Community 22 - "hesabdariResidNashode.html"

Cohesion: 0.21 Nodes (11): admin_panel:customerNew, admin_panel:pardakhtNesiye, /panel/passCheck/, all_sarresid, mandehesabKP, admin_panel.ViewReportMali, jQuery, pDatepicker JS Library (+3 more)

Community 25 - "0002_auto_20220114_1616.py"

Cohesion: 0.29 Nodes (3): Migration, Migration, Migration

Community 27 - "Rip'n Fast. Fewer Tokens. Better Code."

Cohesion: 0.05 Nodes (42): index(), 1. Codebase Navigation & Analysis (Ripwire vs. Graphify), 2. Dynamic Help, Self-Correction & Staleness, 3. Git Operations & Safety, 4. Development Server Lifecycle, 5. Environment, Frontend & PWA Safety, 6. End-to-End Browser Tests (Playwright), Project Operating & Agent Guidelines (+34 more)

Community 29 - "admin_panel/entezar.html"

Cohesion: 0.40 Nodes (4): Customer Data Structure, kamaDatepicker Library, custom_tags, toJalali filter

Community 30 - "views/finance.py"

Cohesion: 0.14 Nodes (21): Migration, Article, Meta, ArticleType, Sarresid, addSarresid(), bedehi(), bedehiKhadamat() (+13 more)

Community 31 - "Customer Modals UI"

Cohesion: 0.67 Nodes (3): createCS click handler, openRow click handler, Customer Modals UI

Ambiguous Edges - Review These

  • admin_panel/base.html → admin_panel/templates/admin_panel/baseHesabdari.html [AMBIGUOUS] admin_panel/templates/admin_panel/baseHesabdari.html · relation: conceptually_related_to

Knowledge Gaps

  • 110 isolated node(s): DataTables Library, Customer Data Object, Factor Data Object, admin_panel:pardakhtNesiye URL, /panel/passCheck/ URL (+105 more) These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 398 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
  • 67 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

Suggested Questions

Questions this graph is uniquely positioned to answer:

  • Why does Rip'n Fast. Fewer Tokens. Better Code. connect Rip'n Fast. Fewer Tokens. Better Code. to Reference guide? High betweenness centrality (0.117) - this node is a cross-community bridge.
  • Are the 21 inferred relationships involving User (e.g. with Action and VisitQueue) actually correct? User has 21 INFERRED edges - model-reasoned connections that need verification.
  • What connects DataTables Library, Customer Data Object, Factor Data Object to the rest of the system? 110 weakly-connected nodes found - possible documentation gaps or missing edges.
  • Should views/store.py be split into smaller, more focused modules? Cohesion score 0.06247086247086247 - nodes in this community are weakly interconnected.
  • Why does index() connect Rip'n Fast. Fewer Tokens. Better Code. to views/customers.py? High betweenness centrality (0.116) - this node is a cross-community bridge.
  • Should project_tree.py be split into smaller, more focused modules? Cohesion score 0.052600818234950324 - nodes in this community are weakly interconnected.

Low-confidence Hints

AMBIGUOUS edges — the extractor was unsure. Verify before acting on these.

  • What is the exact relationship between admin_panel/base.html and admin_panel/templates/admin_panel/baseHesabdari.html? Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low.