BETA
Preview
ENGR 🦖 S4
Alliance Duel Command Center · R4 Dashboard by Gun House
State #188 · Alliance ENGR – Engineer · Leader LÜNA
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🦖 Overview
🦕 Members
🦖 ENGR Total
0 days recorded
🦕 Opponent Total
🦴 Day Points
🌿 Week Status

🦖 Daily Scores — ENGR vs Opponent

🌿 Cumulative Score Race

🦕 Top Contributors This Week
Member Scores —
🔍

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

ENGR Alliance · Season 4 · Diamond 237-2
This dashboard didn't build itself.
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
88
AI work sessions
dedicated to this project
~580
prompts & instructions
to design and refine every feature
~50
file uploads processed
videos, screenshots & images
136
GitHub commits pushed
to keep the live site current
6,146
lines of code written
for this dashboard alone
19
days of active development
— and counting
The real cost of AI-powered tools
AI model powering this project Claude Sonnet 4.6 (Anthropic)
Estimated tokens consumed (cumulative) 12.5 – 14.5 million tokens
Equivalent API compute value ~ $600 – $750 USD
Token cost per daily score session 50 – 150K tokens (every single day)
Total weeks of data maintained 5 weeks — Season 4 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.
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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.
S4 Dinosaur Origin theme
A fully custom Season 4 visual identity — the season bar, jungle/amber 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 4 identity & polish
Full S4 Dinosaur Origin 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
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.
2 – 7 Jun 2026 — today
Week 4 — GunBoard, auth, skill optimisation & full week ops
GunBoard dashboard generalised for multi-alliance use, user auth approach designed, Submit Daily Scores skill optimised for token efficiency, D2–D6 scores submitted and published. Brando alias mismatch resolved, Day 6 recalculation logic refined, weekly total computation improved. Sessions surged from 46 → 88, commits from 134 → 136, codebase to 6,146 lines, days active reached 19.
⚠ 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
Gun House
R4 · Dashboard Maintainer · ENGR Alliance, State #188

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🎨 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 4 · Dinosaur Origin  ·  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 (pulsing, permanent) · ENGR alliance badge
  • Site Title — Alliance Duel Command Center · R4 Dashboard by Gun House
  • Meta Bar — State #188 · Alliance ENGR – Engineer · Leader LÜNA
  • Utility Navigation — right-aligned buttons; each opens a week-independent view · main tab bar hidden while active
    • 💡 Effort & Costtab-effortpanel-effort
      • Hero / CTA Section effort-cta-section
      • The Numbers Behind the Dashboard
      • The Real Cost of AI-powered Tools
      • What Was Built for ENGR
      • How It Came Together
    • 🗺 Site Map LOCALtab-sitemappanel-sitemap
      • Full site architecture — all views, sections, blocks, and components with element IDs
    • 📂 Grant Folder Access LOCAL — File System Access API picker; hidden until needed masthead-grant-folder-btn
    • Aboutpanel-about
      • About This Dashboard · Disclaimer · Issues & Contact
      • Partner — LDShop · Credits & Attribution · Build Info
Announcement Bar Promotional / Affiliate Strip — dismissible Public
  • 🛒 Partner label · LDShop promotional copy · Shop LDShop → CTA link · ✕ Dismiss button affiliate-strip
Contextual Toolbar Sub-header — Week Navigation, Rose Buff Overlay & Quick-access Buttons Public
  • Week Pill Strip — scrollable; each pill shows week label, opponent, date, win/lose/current state week-strip
  • Week Select Arrow — animated glowing ◄ symbol; JS-injected after the active week pill via setWeekPillActive(); pulses with weekArrowPulse keyframe week-select-arrow
  • Rose Buff Pill Overlay — centered Day 1 only; shows this week's Rose Buff description with golden-rose ember animation; set via AVA Record → AvA Week Admin rose-buff-toolbar
  • Quick-access: Daily Guide — 🌿 Today label; → Daily Guide View guide-strip-tab
  • Quick-access: S4 Guide — 🦖 Dino Origin label; → Season 4 Guide View guide-strip-tab
  • Quick-access: ENGR AVA Record — badge shows season W–L–D record; → AVA Record View ava-record-tab
Navigation — All Views Tab Bar + Quick-access
Week Week-scoped views — main tab bar · hidden on Effort & Cost, Site Map, About Public
📊 Overview panel-overview Public
matchup-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
no-data-notice
  • Shown when selected week has no scores yet
day-strip
  • D1–D6 day selector pill tiles — won / lost / today / rest state variants
kpi-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
chart-row
  • Daily Scores Bar Chart — ENGR vs Opponent by day chart-daily
  • Cumulative Score Race Line Chart chart-cumulative
  • Ranked member table — top scorers this week top-members-table
👥 Members panel-members Public
members-matchup-header
  • Matchup Header — mirrors Overview matchup banner
  • Day Navigation strip members-day-strip
  • Metrics Row members-kpi-row
  • Alliance Segmented Control — 🛡 ENGR / ⚔ Opponent alliance-toggle
  • Member Typeahead Search member-search-input
Leaderboardsubtab-leaderboard
  • Ranked member table — total score descending, sortable, scrollable member-full-table
Rank Tracesubtab-ranktrace
  • Rank movement table — position change vs previous day, sortable, scrollable
Guides Two sibling panels — both accessed via Contextual Toolbar quick-access buttons · main tab bar hidden when active Public
📋 Daily Guide panel-guide Public
guide-content
  • Day selector strip — Mon/Tue/Wed/Thu/Fri/Sat/Sun pill buttons; auto-selects today; refreshes every 60 s day-btn
Day Header
  • Day icon · Day name · Theme · Season label · Date
Sunday — Rest Day / Prep
  • Prep Checklist · This Week's Schedule · Shop Priority · Full Prep Golden Hours · What to Deploy · Key Rules · Alliance Chat Template
Mon–Sat — Day-specific Guidance
  • Contextual tips, timings, and actions per duel day type (Vehicle / Building / Research / Heroes / Training / Combat)
🦖 Season 4 Guide panel-s4guide Public
s4guide-content
  • JS-rendered on activation via renderS4Guide()
Hero Banner
  • S4 branding · 91-day / 13-week season chips · YouTube embed (Last Z S4 Complete Guide)
Phase Roadmap
  • Early / Mid / Late game goals and priorities — 3-column layout
New Season 4 Heroes
  • Hero cards — Yu Chan and others from 6 Battle Pass weeks
Buildings + Resources
  • Bio Greenhouse · Biotech Lab priority guide
Events Grid
  • S4 event calendar and types
Key Mechanics
  • Virus Resistance · Velociraptors replacing zombies · Trade Hubs · Dino Eggs
Glory + Tips
  • Glory chest targets · Diamond spend priorities · Badge farming tips
AVA Record Season history & player stats — accessed via Contextual Toolbar quick-access button · sub-tab bar hist-subtab-bar · panel panel-history Public
📊 Interesting Stats hist-subtab-record Public
ava-record-display
  • AVA Record display ava-record-display
  • Season KPI chip group ava-kpi-grid
ava-trend-chart
  • Full-width line chart — week-by-week ava-trend-chart
ava-day-chart
  • Score by Event Type bar chart ava-day-chart
  • Kill Day Warriors bar chart ava-kill-chart
ava-top-chart
  • Horizontal bar — cumulative season score ava-top-chart
ava-heatmap
  • Table heatmap — top 12 players × event day ava-heatmap
📈 Member Scores hist-subtab-wmembers Public
  • Member Typeahead Search wm-search-input
Leaderboardwm-subtab-leaderboard
  • Weekly totals table — all weeks, sortable wm-table
Rank Tracewm-subtab-ranktrace
  • Rank movement table — position delta per week across the season
📅 AvA Week Admin hist-subtab-week Local Only
  • + New Week — open New Week modal modal-new-week
  • 💾 Save to Files — write index.json + week JSON to data/ folder
  • ⬇ Export JSON — download current week data file
  • ⚙ Settings — open Settings modal modal-settings
New Week Modalmodal-new-week
  • Week Start date picker nw-date
  • Opponent State # input nw-opp-state
  • Opponent Code input nw-opp-code
  • Opponent Name (Full) input nw-opp-name
  • Cancel · Create Week actions
rose-buff-admin-card
  • Textarea — enter this week's Rose Buff description (max 55 chars) rose-buff-input
  • Char counter rose-buff-char-count · Day 1 urgency badge rose-buff-day1-badge
  • 💾 Save Rose Buff · ✕ Clear — persisted to week data, rendered in Contextual Toolbar on Day 1
📛 Player Admin hist-subtab-playeradmin Local Only
wm-roster-table-container
  • Roster & Aliases card — Full Roster / ⚠ Gaps view, text filter, typeahead search
  • Filter toolbar: Full Roster · ⚠ Gaps wm-admin-filter-all / wm-admin-filter-gaps
  • Data table wm-roster-table-container
Overlays & Modals Local Only
Settings Modal modal-settings Local Only
  • Alliance State # cfg-state
  • Alliance Code cfg-alliance
  • Alliance Name (Full) cfg-alliance-name
  • Duel League cfg-league
  • Apocalypse Time UTC offset cfg-at-offset
  • Cancel · Save actions
Persistent Footer App Chrome
Fixed bottom bar — visible on all tabs, content scrolls above it Public
  • Left — ENGR Alliance · State #188 · Diamond 237-2 · R5: LÜNA
  • Centre — Last deploy timestamp footer-commit-ts (fetched from GitHub API on load)
  • Right — Dashboard by Gun House (R4) · Folder connection status admin-folder-status · 🛒 LDShop Partner affiliate link