ENGR Total
—
0 days recorded
Opponent Total
—
—
Day Points
—
—
Week Status
—
—
Daily Scores — ENGR vs Opponent
Cumulative Score Race
Top Contributors This Week
0
Chests 4-9 Unlocked
0
Partial / In Progress
0
No AR Research
Members without Alliance Recognition are leaving ~4,000 badges/week on the table. Chests 4-9 are locked without it.
—
Season score trend
Score by event type
Kill Day warriors — D6 vs rest of week
Top 12 contributors
Score intensity — top 12 players × event day
📛 Player Name Reconciliation
Fix mid-week renames & OCR errors. Select ✓ Name to Keep and ✕ Old Name to Remove, then merge. Saves directly to local JSON.
Show:
Loading…
✓ Name to Keep
— select ✓ in table
⟵
✕ Old Name to Remove
— select ✕ in table
ENGR Alliance · Season 3 · Diamond 237-2
This dashboard didn't build itself.
It was built for you.
It was built for you.
Every score you've checked, every rank you've tracked, every Daily Guide tip you've used — it's all the result of real hours, real effort, and real cost. Here's what went into it, and why a small contribution from the members it serves makes all the difference.
Show some love ❤
Built in spare time, maintained every day, improved every week — for you. If it's added value to your game, consider chipping in to keep it going.
Contact Gun House in-game or at GunHouse888@gmail.com
· or contribute directly at paypal.me/Gunhouse888
The numbers behind the dashboard
33
AI work sessions
dedicated to this project
dedicated to this project
~220
prompts & instructions
to design and refine every feature
to design and refine every feature
~28
file uploads processed
videos, screenshots & images
videos, screenshots & images
122
GitHub commits pushed
to keep the live site current
to keep the live site current
6,114
lines of code written
for this dashboard alone
for this dashboard alone
13
days of active development
— and counting
— and counting
The real cost of AI-powered tools
AI model powering this project
Claude Sonnet 4.6 (Anthropic)
Estimated tokens consumed (cumulative)
4.5 – 6.0 million tokens
Equivalent API compute value
~ $150 – $400 USD
Token cost per daily score session
50 – 150K tokens (every single day)
Total weeks of data maintained
5 weeks — Season 3 ongoing
Token counts are estimates — Anthropic doesn't expose per-session usage publicly. The equivalent API value gives a meaningful sense of the underlying AI compute this project consumes. Every feature request, every refinement, every daily score submission runs through a paid AI system. This isn't a free tool — it just feels like one because Gun House absorbs the cost.
💡 One way to help
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Shopping through LDShop's partner link costs you nothing extra — but the commission it generates goes directly toward covering the AI and infrastructure costs behind this dashboard.
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Affiliate link — a small commission may be earned at no extra cost to you.
What was built for ENGR
Live dashboard on GitHub Pages
Read-only for all members. Always up to date. No login, no app install — just a link.
Member leaderboard + Rank Trace
Sortable table for every day's scores, plus a live bump chart showing each player's rank trajectory across the week.
Daily Guide with Full Prep timeline
UTC-correct day detection, Golden Hour highlights, and a live countdown to each scoring window — every day.
engr-duel-ops plugin for R4/R5
4 skills that let any R4/R5 member submit daily scores, get them reviewed, and publish to the live site — no coding required.
Submit → Approve → Publish pipeline
A governed data workflow so only vetted scores ever appear on the dashboard. Errors are caught before they go live.
S3 Ice/Everfrost theme
A fully custom Season 3 visual identity — the season bar, ice colour palette, topbar branding, and animated BETA badge.
Local admin site
A separate local-only version with the full Admin tab, Player Name Reconciliation, and data management tools — all hidden from the public site.
Weekly data, every week
Both alliance and individual player scores entered, reviewed, and published each day of the duel — ongoing for every future week.
How it came together
18 May 2026
Day 1 — The idea becomes real
Initial dashboard built from scratch and pushed to GitHub. The first live site went up for ENGR within hours of the first conversation.
19–20 May 2026
Core features & governance
Members tab rebuilt, opponent toggle added, Admin queue workflow designed, live site locked to read-only. The data pipeline took shape across a dozen iterative sessions.
21 May 2026
Plugin & automation for the team
The engr-duel-ops plugin was built so R4/R5 members could submit and manage scores without needing to understand what's under the hood.
22 May 2026
Season 3 identity & polish
Full S3 Ice/Everfrost theme rollout, Full Prep live timeline, BETA badge, About tab with the Gun House contact card. The dashboard started feeling like a real product.
23 May 2026
Rank Trace & ongoing ops
The bump chart Rank Trace view launched. Day 5 scores submitted and published. New features continue to be added each day — this page is one of them.
24 May 2026
Rest Day refresh & automated weekly stats
Sunday Rest Day. The Effort & Cost tab was first updated with weekly numbers. A scheduled task was created to auto-refresh these figures every Sunday. Token estimate refined to 2.8–3.2M from bottom-up calculation.
25 May 2026
Full metrics refresh — real numbers
All Effort & Cost stats cross-checked against live data: 45 commits (up from 33), 3,804 lines of code (up from 3,312), 28 sessions, 8 days. Corrected figures now reflect the true scale of the project.
26 May – 1 Jun 2026 — today
Week 3 — AVA Record, site structure & ops
AVA Record admin tab designed and built, site structure documented, alliance statistics expanded, ScrollLock UI fix, and 5 more sessions of continuous improvement. Commits surged to 122 (+77), codebase grew to 6,114 lines, and days active reached 13.
⚠ BETA — Work in Progress
This dashboard is currently in Beta / Preview. Features and data may be incomplete, change without notice, or contain inaccuracies. It is provided on a best-effort basis by the ENGR alliance leadership team for internal use during the Alliance Duel season.
📊 About This Dashboard
The ENGR Alliance Duel Command Center is an unofficial, internally-built tracking tool for Alliance ENGR (State #188) competing in Duel League Diamond 237-2 in Last Z: Survivor Game.
It aggregates daily duel scores, member performance, and strategic guidance to help the alliance leadership monitor and coordinate the weekly Alliance Duel competition. This tool is not affiliated with, endorsed by, or connected to the game developers in any way.
⚠ Disclaimer
This dashboard is provided as-is and on a best-effort basis. The alliance leadership team makes no guarantees regarding the accuracy, completeness, or timeliness of any data displayed here.
- Scores are manually captured and entered — transcription errors may occur.
- Strategic guidance reflects the current understanding of game mechanics, which may change with game updates.
- This tool is intended for alliance leadership and members of ENGR only.
- Any decisions made based on this data are at the sole discretion of the individual member.
- Data displayed reflects the current duel week and may not be fully reconciled until the week closes.
🛠 Issues & Contact
If you spot errors, missing data, or have feedback about the dashboard, please raise it with the ENGR leadership team in-game, or contact the dashboard maintainer directly:
Gun House
R4 · Dashboard Maintainer · ENGR Alliance, State #188
📧 GunHouse888@gmail.com
·
🎮 Find Gun House in-game (State #188)
🤝 Partner — LDShop
LDShop is a trusted top-up discount platform for mobile games including Last Z: Survivor Game. If you're already spending money on the game, using the link below costs you nothing extra — and the commission it generates helps cover the real cost of building and maintaining this dashboard.
New to LDShop? Claim your 15% off welcome coupon — up to $15 off, no minimum spend required.
🛒 Shop via the partner link → Affiliate link — a small commission may be earned at no extra cost to you.🎨 Credits & Attribution
This dashboard makes use of publicly available assets and resources from the web to enhance its visual presentation. All trademarks, game imagery, and brand assets remain the property of their respective owners.
Last Z: Survivor Game
Game name, imagery, and mechanics referenced under fair use for player community purposes. All rights belong to the game publisher.
Chart.js
Open-source charting library (MIT License) used for score visualisations. chartjs.org
Game Assets & Icons
Background imagery and visual elements sourced from publicly available web resources. Used for non-commercial, community purposes only.
Web Fonts & UI
System fonts (SF Pro, Segoe UI, Roboto). No external font services used.
If you are a rights holder and have concerns or objections regarding any content displayed on this dashboard, please contact GunHouse888@gmail.com directly and the matter will be addressed promptly.
📋 Build Info
Dashboard Version: Beta 0.1
· Season: Season 3 · Ice/Everfrost
· League: Diamond 237-2
Maintained by Gun House · ENGR Alliance, State #188
ENGR Alliance Duel Command Center
Site Architecture · State #188 · Alliance ENGR · Duel League Diamond 237-2
Public — live & local site
Local site only
Utility / quick-access
App Shell chrome
▶ click any row to expand / collapse
▶ App Shell Persistent Chrome
▶ Masthead Primary Header — Brand, Identity & Utility Navigation Public
- Brand Block — Beta badge · ENGR alliance badge
- Site Title — Alliance Duel Command Center · R4 Dashboard by Gun House
- Meta Bar — State #188 · Alliance ENGR – Engineer · Leader LÜNA · AVA Duel League Diamond 237-2
- Utility Navigation — right-aligned action buttons
- 💡 Effort & Cost → Effort & Cost View
- 🗺 Site Map LOCAL → Site Map View
- ℹ About → About View
▶ Announcement Bar Promotional / Affiliate Strip — dismissible Public
- 🛒 Partner label · LDShop promotional copy · Shop LDShop → CTA link · ✕ Dismiss button
▶ Contextual Toolbar Sub-header — Week Navigation & Quick-access Buttons Public
- Week Selector — scrollable week pill strip week-strip
- Quick-access: Daily Guide → Guide View guide-strip-tab
- Quick-access: ENGR AVA Record → History View ava-record-tab
▶ Primary Navigation Tab Bar
Main tab bar — always visible below the App Shell
Public
- 📊 Overview tab data-tab="overview"
- 👥 Members tab data-tab="members"
- ⚙ Admin tab data-tab="admin" LOCAL
▶ Views Primary Navigation Views — Overview · Members · Admin Public
▶ Overview panel-overview Public
▶Matchup Heromatchup-banner
- Day Title & Theme label
- Week Label
- ENGR Score Block — alliance tag, name, cumulative score
- Opponent Score Block — state, tag, name, cumulative score
- Day Progress Strip — D1–D6 inline markers
▶Empty Stateno-data-notice
- Shown when selected week has no scores yet
▶Day Navigationday-strip
- D1–D6 day selector pill tiles — won / lost / today / rest state variants
▶Metrics Rowkpi-row
- ENGR Total KPI card kpi-engr
- Opponent Total KPI card kpi-opp
- Day Points KPI card kpi-lead
- Week Status KPI card kpi-status
▶Data Visualisation Gridchart-row
- Daily Scores Bar Chart — ENGR vs Opponent by day chart-daily
- Cumulative Score Race Line Chart chart-cumulative
▶Top Contributors Card
- Ranked member table — top scorers this week top-members-table
▶ Members panel-members Public
▶Contextual Headermembers-matchup-header
- Matchup Header — mirrors Overview matchup banner
- Day Navigation strip members-day-strip
- Metrics Row members-kpi-row
▶Toolbar
- Alliance Segmented Control — 🛡 ENGR / ⚔ Opponent alliance-toggle
- Member Typeahead Search member-search-input
▶Secondary Navigation + Data Table
▶ Admin panel-admin Local Only
▶Access Gateadmin-local-notice
- Locked notice — replaces admin content on published site
▶Secondary Navigationadmin-subtab-bar
▶ Views — Utility Navigation Quick-access & Topbar
▶ Daily Guide panel-guide Public
▶Guide Content Blockguide-content
- Auto-refreshes every 60 s — updates with real-time local clock
Sunday — Rest Day / Prep Sections
- Prep Checklist
- This Week's Schedule
- Shop Priority (every cycle)
- Full Prep Golden Hours
- What to Deploy
- Key Rules
- Alliance Chat Template
Mon–Sat — Day-specific Guidance Sections
- Contextual tips, timings, and actions for each duel day type
▶ AVA Record panel-history Public
▶Secondary Navigationhist-subtab-bar
▶ Effort & Cost panel-effort Public
▶Hero / CTA Sectioneffort-cta-section
- Intro copy · CTA button
▶Content Sections
- The Numbers Behind the Dashboard
- The Real Cost of AI-powered Tools
- What Was Built for ENGR
- How It Came Together
▶ Site Map panel-sitemap Local Only
▶This View
- Full site architecture — all views, sections, blocks, and components with element IDs
▶ About panel-about Public
▶Content Sections
- About This Dashboard
- Disclaimer
- Issues & Contact
- Partner — LDShop
- Credits & Attribution
- Build Info