Nik Afiq
f2387958fb
- Updated timestamps and hashes for existing files: ba_dailies.sh, CLAUDE.md, plan.md. - Added new files under ba_auto and .claude directories with their respective metadata. - Included new scripts and configuration files to enhance functionality and organization.
196 lines
14 KiB
Markdown
196 lines
14 KiB
Markdown
# Graph Report - . (2026-07-20)
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## Corpus Check
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- Large corpus: 58 files · ~1,215,042 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder.
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## Summary
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- 364 nodes · 581 edges · 37 communities (24 shown, 13 thin omitted)
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- Extraction: 98% EXTRACTED · 2% INFERRED · 0% AMBIGUOUS · INFERRED: 10 edges (avg confidence: 0.81)
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- Token cost: 93,040 input · 0 output
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## Community Hubs (Navigation)
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- [[_COMMUNITY_Navigation & Shop Purchasing|Navigation & Shop Purchasing]]
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- [[_COMMUNITY_LessonSchedule Automation|Lesson/Schedule Automation]]
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- [[_COMMUNITY_Detection Engine (OCRTemplateSparkle)|Detection Engine (OCR/Template/Sparkle)]]
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- [[_COMMUNITY_Bounty Sweep Automation|Bounty Sweep Automation]]
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- [[_COMMUNITY_Story Sweep Automation|Story Sweep Automation]]
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- [[_COMMUNITY_Event Sweep Automation|Event Sweep Automation]]
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- [[_COMMUNITY_Arena (Tactical Challenge) Automation|Arena (Tactical Challenge) Automation]]
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- [[_COMMUNITY_Driver Layer (xdotoolscrot Primitives)|Driver Layer (xdotool/scrot Primitives)]]
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- [[_COMMUNITY_Cafe Task Automation|Cafe Task Automation]]
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- [[_COMMUNITY_Daily Orchestration, Mailbox & Exit|Daily Orchestration, Mailbox & Exit]]
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- [[_COMMUNITY_Cafe Reward & Main Screen Reference Screenshots|Cafe Reward & Main Screen Reference Screenshots]]
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- [[_COMMUNITY_Login & Stuck-State Recovery|Login & Stuck-State Recovery]]
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- [[_COMMUNITY_Cafe Room 2 Reference Screenshots|Cafe Room 2 Reference Screenshots]]
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- [[_COMMUNITY_Gem Shop Automation|Gem Shop Automation]]
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- [[_COMMUNITY_Circle (Clan) Automation|Circle (Clan) Automation]]
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- [[_COMMUNITY_StaminaAP Mission Claim|Stamina/AP Mission Claim]]
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- [[_COMMUNITY_Cafe Room 1 Reference Screenshots|Cafe Room 1 Reference Screenshots]]
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- [[_COMMUNITY_Cafe Reward Cursor-On-Top Screenshots|Cafe Reward Cursor-On-Top Screenshots]]
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- [[_COMMUNITY_Cafe Student Rotation Popup Reference|Cafe Student Rotation Popup Reference]]
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- [[_COMMUNITY_Sparkle Detection Edge Cases (Occlusion)|Sparkle Detection Edge Cases (Occlusion)]]
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- [[_COMMUNITY_Sparkle Zoomed-Out Calibration|Sparkle Zoomed-Out Calibration]]
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- [[_COMMUNITY_Cafe Rank-Up Popup Reference|Cafe Rank-Up Popup Reference]]
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- [[_COMMUNITY_Bash Completion Script|Bash Completion Script]]
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- [[_COMMUNITY_Sparkle Cursor-On-Head Calibration|Sparkle Cursor-On-Head Calibration]]
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- [[_COMMUNITY_Cafe Rank-Up Popup Reference (Student 2)|Cafe Rank-Up Popup Reference (Student 2)]]
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- [[_COMMUNITY_ba_auto Package Init|ba_auto Package Init]]
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- [[_COMMUNITY_ba_auto.tasks Package Init|ba_auto.tasks Package Init]]
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- [[_COMMUNITY_Cron Wrapper Script|Cron Wrapper Script]]
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- [[_COMMUNITY_Launcher Script (ba_dailies.sh)|Launcher Script (ba_dailies.sh)]]
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- [[_COMMUNITY_Scratchpad Cleanup Script|Scratchpad Cleanup Script]]
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- [[_COMMUNITY_Log Pull Script|Log Pull Script]]
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- [[_COMMUNITY_Sparkle Zoomed-Centered Calibration|Sparkle Zoomed-Centered Calibration]]
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- [[_COMMUNITY_Sparkle Speech-Bubble Occlusion Calibration|Sparkle Speech-Bubble Occlusion Calibration]]
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- [[_COMMUNITY_Cafe Rank-Up Popup Dismissal Reference|Cafe Rank-Up Popup Dismissal Reference]]
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- [[_COMMUNITY_Login Stuck-Loading Detection Reference|Login Stuck-Loading Detection Reference]]
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- [[_COMMUNITY_Setup Script|Setup Script]]
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- [[_COMMUNITY_Sparkle Sample Reference|Sparkle Sample Reference]]
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## God Nodes (most connected - your core abstractions)
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1. `run_command()` - 11 edges
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2. `_sweep_latest_stage()` - 10 edges
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3. `_sweep_target()` - 10 edges
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4. `Cafe Room 2 Reference Screenshot` - 10 edges
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5. `_sweep_target()` - 9 edges
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6. `_fight_one()` - 7 edges
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7. `_run_queue()` - 7 edges
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8. `_wait_for_home()` - 7 edges
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9. `wait()` - 6 edges
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10. `run()` - 6 edges
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## Surprising Connections (you probably didn't know these)
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- `Cafe Student Proximity Bug (two students rendered adjacent near arcade cabinets, relevant to sparkle click-offset detection)` --conceptually_related_to--> `find_cafe_sparkle()` [INFERRED]
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screenshots/cafe/bug_student_close_together.png → ba_auto/detector.py
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- `Sparkle Calibration Screenshot: Student Hidden` --conceptually_related_to--> `cafe_sparkle.png Template Image` [INFERRED]
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screenshots/cafe/sparkle/05_sparkle_student_hidden.png → assets/cafe_sparkle.png
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- `Cafe Reward Claim Popup Screenshot` --references--> `do_cafe() cafe routine (ba_dailies.sh)` [INFERRED]
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screenshots/cafe/cafe_reward/03_cafe_reward_claim_popup.png → screenshots/cafe/cafe_reward/02_cafe_reward_menu_popup.png
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- `Cafe Button (Bottom Navigation)` --references--> `do_cafe() cafe routine (ba_dailies.sh)` [INFERRED]
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screenshots/main/main.png → screenshots/cafe/cafe_reward/02_cafe_reward_menu_popup.png
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## Import Cycles
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- None detected.
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## Communities (37 total, 13 thin omitted)
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### Community 0 - "Navigation & Shop Purchasing"
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Cohesion: 0.10
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Nodes (23): click_back(), is_modal_open(), is_on_subscreen(), _not_home(), Shared navigation helpers (home, menu, popups, back/escape)., Click the shared BACK_BUTTON with retry, for callers that need to go back ex, Generic "watch the screen, react to anything recognized, stop once a recogni, Bounded "press back until the home screen is reached" loop -- the shared rec (+15 more)
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### Community 1 - "Lesson/Schedule Automation"
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Cohesion: 0.14
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Nodes (28): _badge_rect(), _build_priority_queue(), _checkmark_rect(), _click_cell(), _close_grid_modal(), _close_region_grid(), _ensure_location_select_list(), _is_action_button_showing() (+20 more)
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### Community 2 - "Detection Engine (OCR/Template/Sparkle)"
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Cohesion: 0.09
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Nodes (26): _color_mask(), find_cafe_sparkle(), find_color_centroid(), find_template(), _masked_template(), _ocr_crop(), Image/color matching helpers (OpenCV-based). Ported from scripts/detect_and_clic, Boolean presence check built on find_template -- the common case for screen- (+18 more)
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### Community 3 - "Bounty Sweep Automation"
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Cohesion: 0.18
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Nodes (23): _click_max_and_verify(), _click_min_and_verify(), _click_plus_and_verify(), _click_sweep_start_and_verify(), _close_stage_modal(), _color_in_range(), _confirm_dialog_is_sweep(), _count_raised_above_one() (+15 more)
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### Community 4 - "Story Sweep Automation"
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Cohesion: 0.17
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Nodes (23): _click_max_and_verify(), _click_plus_and_verify(), _close_stage_modal(), _color_in_range(), _count_raised_above_one(), _find_result_button(), _find_stage_row(), _go_to_region() (+15 more)
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### Community 5 - "Event Sweep Automation"
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Cohesion: 0.19
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Nodes (22): _click_max_and_verify(), _click_plus_and_verify(), _click_sweep_start_and_verify(), _close_stage_modal(), _color_in_range(), _count_raised_above_one(), _find_result_button(), _find_stage_row() (+14 more)
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### Community 6 - "Arena (Tactical Challenge) Automation"
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Cohesion: 0.17
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Nodes (21): _back_on_challenge_list(), _choose_enemy(), _collect_rewards(), _color_in_range(), _ensure_skip_on(), _fight_one(), _is_modal_open(), _open_opponent_modal() (+13 more)
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### Community 7 - "Driver Layer (xdotool/scrot Primitives)"
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Cohesion: 0.20
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Nodes (17): click(), color_at(), colors_at(), drag(), focus_game(), is_game_running(), keypress(), kill_game() (+9 more)
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### Community 8 - "Cafe Task Automation"
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Cohesion: 0.19
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Nodes (18): _claim_disabled(), _claim_income(), _dismiss_rank_up_if_shown(), _ensure_invite_sort(), _enter_room(), _invite_heart_rect(), _invite_student(), _is_swap_or_move_warning() (+10 more)
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### Community 9 - "Daily Orchestration, Mailbox & Exit"
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Cohesion: 0.16
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Nodes (14): Central configuration for ba-auto-daily, ported from the old ba_dailies.sh., _confirm_exit(), _raise_exit_dialog(), Exit the Blue Archive client. No baas-reference counterpart -- see ba_auto/refer, run(), _claim_all_disabled(), Mailbox daily task. Ported from baas-reference module/mail.py's color-probe patt, run() (+6 more)
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### Community 10 - "Cafe Reward & Main Screen Reference Screenshots"
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Cohesion: 0.12
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Nodes (17): do_cafe() cafe routine (ba_dailies.sh), Cafe Reward Menu Popup Screenshot, Cafe Income Popup (カフェの収入), Popup Close Button (X), Receive Button (受取 / Enter), Store 1 AP Income Panel (1号店 AP), Store 1 Credits Income Panel (1号店 Credits), Store 2 Credits Income Panel (2号店 Credits) (+9 more)
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### Community 11 - "Login & Stuck-State Recovery"
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Cohesion: 0.27
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Nodes (14): _color_matches(), _connectivity_confirmed(), _home_nav_bar_visible(), _loading_buffer_visible(), _logo_state(), _news_dialog_open(), Login: title screen through daily popups to the true home screen. Reference flo, Positive detector for the full-bleed loading transition's center spinner bad (+6 more)
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### Community 12 - "Cafe Room 2 Reference Screenshots"
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Cohesion: 0.18
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Nodes (11): Green Swirl Markers Above Two Students (possible status/affection indicator), Bottom Edit Toolbar (編集モード / 贈り物 / 家具情報 / プリセット / すべて収納), Comfort Level Indicator (快適度 5500), Top HUD: AP / Gold / Gems Counters, Cafe Furnishings Layout (arcade cabinets, crane machine, sofas, plants), Cafe Income Rate Display (カフェの収入 4.1%), Invitation Ticket Purchase Prompt with Countdown Timer, "Move to Store 1" Button (1号店に移動) (+3 more)
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### Community 13 - "Gem Shop Automation"
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Cohesion: 0.40
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Nodes (9): _claim_free_package(), _close_gem_shop(), _color_matches(), _dialog_open(), _open_gem_shop(), _open_package_tab(), Gem shop (青輝石購入) daily free package. Ports module/collect_daily_free_power.py., _read_free_card_status() (+1 more)
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### Community 14 - "Circle (Clan) Automation"
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Cohesion: 0.52
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Nodes (6): _dismiss_reward(), _enter_circle(), _leave_circle(), Circle (サークル / guild) daily check-in. Ports module/group.py. Reference flow (`i, _reached_circle(), run()
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### Community 15 - "Stamina/AP Mission Claim"
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Cohesion: 0.57
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Nodes (6): _button_claimable(), _claim_daily_gem(), _claim_enabled(), _daily_gem_claimable(), Mission/task-menu AP+pyroxene claim. Ported from baas-reference module/collect_d, run()
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### Community 16 - "Cafe Room 1 Reference Screenshots"
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Cohesion: 0.29
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Nodes (7): Cafe Edit-Mode Bottom Toolbar (edit/gift/furniture-info/preset/store-all), Cafe Income (カフェの収入) and Comfort Level (快適度) Display, Cafe Room 1 Reference Screenshot, "Move to Shop 2" (2号店に移動) Navigation Button, Cafe Room 1 Furniture Layout (train set, animal pen, swing, car, music stand), Student Characters Scattered in Cafe Room 1 (potential sparkle click targets), Designated Visit / Random Visit Icons (指定訪問・ランダム訪問)
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### Community 17 - "Cafe Reward Cursor-On-Top Screenshots"
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Cohesion: 0.33
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Nodes (6): Cafe Income Percentage Display (カフェの収入 8.3%), Cafe Room Interior Scene (furniture, students, train set), Comfort Level Meter (快適度 5500), Invitation Ticket Buttons (招待券 / 追加招待券) with Countdown Timer, Cafe Top Navigation Bar (AP / Gold / Gems, Back Button, Visit Buttons), Cafe Reward Screen Screenshot (Cursor on Top)
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### Community 18 - "Cafe Student Rotation Popup Reference"
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Cohesion: 0.40
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Nodes (5): Popup Close (X) Button, top-right corner, Student Rotation Popup Screenshot, OK Button (Enter-bound) below student list, Visited Student List Popup ("案内"), 訪問した生徒リスト (Visited Student List row of 5 avatars)
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### Community 19 - "Sparkle Detection Edge Cases (Occlusion)"
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Cohesion: 0.50
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Nodes (4): cafe_sparkle.png Template Image, Sparkle Detection Reliability, Student/Sparkle Occlusion Edge Case, Sparkle Calibration Screenshot: Student Hidden
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### Community 20 - "Sparkle Zoomed-Out Calibration"
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Cohesion: 0.50
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Nodes (4): Cafe HUD (currency, comfort/kaitekido 5500, income 0.0%, timer 17:41:20), Cafe Room Interior (Zoomed Out, Full Layout), Yellow/White Affection Sparkle (visible near plush character), Cafe Zoomed-Out Calibration Screenshot
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### Community 21 - "Cafe Rank-Up Popup Reference"
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Cohesion: 0.67
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Nodes (4): Bond Rank Heart Indicator (Rank 4), Conditional Rank-Up Popup Close (Automation Gap), Student Bond Rank-Up Popup Screenshot, "Attack +12" Stat Boost Banner
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### Community 23 - "Sparkle Cursor-On-Head Calibration"
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Cohesion: 0.67
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Nodes (3): Cafe Room UI Scene (zoomed, post-click state), Cursor Position on Student's Head After Sparkle Click, Sparkle Calibration Screenshot: Cursor on Student Head (Zoomed)
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### Community 24 - "Cafe Rank-Up Popup Reference (Student 2)"
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Cohesion: 1.00
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Nodes (3): Bond Rank-Up Popup UI (絆ランクアップ！ banner over portrait, stat-gain footer), Depicted Student (white/silver-haired, halo motif, off-shoulder outfit, Max HP +144), Rank-Up Popup Screenshot (Student B, Bond Rank 4, Max HP +144)
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## Ambiguous Edges - Review These
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- `Cafe Room 2 Reference Screenshot` → `Green Swirl Markers Above Two Students (possible status/affection indicator)` [AMBIGUOUS]
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screenshots/cafe/room2.png · relation: conceptually_related_to
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## Knowledge Gaps
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- **56 isolated node(s):** `ba_cron_run.sh script`, `ba_dailies.sh script`, `clean_scratchpad.sh script`, `ba_dailies.bash script`, `pull_logs.sh script` (+51 more)
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These have ≤1 connection - possible missing edges or undocumented components.
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- **13 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
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## Suggested Questions
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_Questions this graph is uniquely positioned to answer:_
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- **What is the exact relationship between `Cafe Room 2 Reference Screenshot` and `Green Swirl Markers Above Two Students (possible status/affection indicator)`?**
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_Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low._
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- **What connects `Python-first Blue Archive daily-automation package.`, `Central configuration for ba-auto-daily, ported from the old ba_dailies.sh.`, `Image/color matching helpers (OpenCV-based). Ported from scripts/detect_and_clic` to the rest of the system?**
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_112 weakly-connected nodes found - possible documentation gaps or missing edges._
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- **Should `Navigation & Shop Purchasing` be split into smaller, more focused modules?**
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_Cohesion score 0.09655172413793103 - nodes in this community are weakly interconnected._
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- **Should `Lesson/Schedule Automation` be split into smaller, more focused modules?**
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_Cohesion score 0.1354679802955665 - nodes in this community are weakly interconnected._
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- **Should `Detection Engine (OCR/Template/Sparkle)` be split into smaller, more focused modules?**
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_Cohesion score 0.09401709401709402 - nodes in this community are weakly interconnected._
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- **Should `Cafe Reward & Main Screen Reference Screenshots` be split into smaller, more focused modules?**
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_Cohesion score 0.125 - nodes in this community are weakly interconnected._ |