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feat(arena): add cloud deploy Dockerfile + /arena skill dashboard
- Dockerfile.arena: multi-stage build (Zig 0.15.2 → minimal runtime) - /arena SKILL.md: scientific dashboard with ELO formulas, references, leaderboard, battle history, deploy instructions - Fix handleGetBattle to return battle count instead of "not implemented" - Railway service created: trinity-arena (9757f5b0) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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.claude/skills/arena/SKILL.md

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---
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name: arena
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description: Trinity Arena 2.0 — LLM Battle Platform dashboard. Live leaderboard, battle history, scientific metrics, deploy to Railway.
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user_invocable: true
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---
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# Trinity Arena 2.0 — LLM Battle Dashboard
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## Overview
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Arena is a pure-Zig LLM battle platform with ELO rankings (LMSYS-style).
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Binary: `zig-out/bin/arena` | Source: `src/arena/` (7 files, ~1200 LOC)
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## Step 1: Collect Arena State
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```bash
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# Check if arena binary exists
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test -f zig-out/bin/arena && echo "ARENA_BIN:OK" || echo "ARENA_BIN:MISSING"
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# Check leaderboard data
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cat data/arena/leaderboard.json 2>/dev/null || echo "LEADERBOARD:EMPTY"
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# Count battle results
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wc -l data/arena/arena_results.jsonl 2>/dev/null || echo "BATTLES:0"
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# Last 5 battles
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tail -5 data/arena/arena_results.jsonl 2>/dev/null
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# Check arena server running
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lsof -ti:8080 2>/dev/null && echo "SERVER:UP" || echo "SERVER:DOWN"
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# Task catalog size
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grep -c '.id =' src/arena/tasks.zig 2>/dev/null || echo "0"
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# Fighter kinds available
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grep -c 'FighterKind' src/arena/types.zig 2>/dev/null || echo "0"
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# Check Railway deployment
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cat .trinity/arena_deploy.json 2>/dev/null || echo "DEPLOY:NONE"
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```
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## Step 2: Render Dashboard
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```
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⚔ TRINITY ARENA 2.0 — LLM Battle Platform
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══════════════════════════════════════════════════
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📊 НАУЧНАЯ БАЗА
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┌─────────────────────────────────────────────────┐
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│ ELO System: LMSYS Chatbot Arena compatible │
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│ Formula: E = 1/(1+10^((Rb-Ra)/400)), K=32 │
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│ Judge: LLM-as-judge (Anthropic/OpenAI) │
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│ Debiasing: length-bias correction (WildBench) │
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│ Win strength: much_better / slightly_better │
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│ Reference: Zheng et al. 2023 "LMSYS Arena" │
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│ Li et al. 2024 "WildBench" │
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└─────────────────────────────────────────────────┘
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🏆 LEADERBOARD
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┌──────────────────┬──────┬─────┬─────┬─────┬───────┐
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│ Fighter │ ELO │ W │ L │ T │ Total │
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├──────────────────┼──────┼─────┼─────┼─────┼───────┤
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│ {from leaderboard.json, sorted by ELO desc} │
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└──────────────────┴──────┴─────┴─────┴─────┴───────┘
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📋 TASK CATALOG: {N} tasks
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math: 7 | coding: 7 | reasoning: 6
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Difficulty: easy/medium/hard
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🥊 RECENT BATTLES (last 5)
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{from arena_results.jsonl}
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⚙ INFRASTRUCTURE
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Binary: {OK/MISSING} (zig-out/bin/arena)
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Server: {UP/DOWN} (:8080)
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Cloud: {DEPLOYED/NOT DEPLOYED} (Railway)
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Data: data/arena/
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🔬 НАУЧНЫЕ МЕТРИКИ
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Battle convergence: {total battles needed for stable ELO ≈ 30 per pair}
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Coverage: {pairs tested / total possible pairs}
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Judge agreement: {if multiple judges — inter-annotator κ}
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Length-bias corrections: {count from results}
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```
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## Step 3: Quick Actions
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Based on state, suggest actions:
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| Condition | Action |
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|-----------|--------|
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| ARENA_BIN:MISSING | `zig build arena` |
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| SERVER:DOWN | `./zig-out/bin/arena serve &` |
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| LEADERBOARD:EMPTY | `./zig-out/bin/arena battle "2+2" --a echo --b echo` |
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| DEPLOY:NONE | Deploy to Railway (see Step 4) |
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| < 30 battles per pair | "Need more battles for stable ELO" |
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Print 2-3 concrete commands the user can run.
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## Step 4: Cloud Deployment
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When user asks to deploy Arena to Railway cloud:
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### Dockerfile
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Create `deploy/Dockerfile.arena`:
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```dockerfile
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FROM debian:bookworm-slim AS build
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RUN apt-get update && apt-get install -y curl xz-utils && \
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curl -L https://ziglang.org/download/0.15.2/zig-linux-x86_64-0.15.2.tar.xz | tar -xJ -C /opt && \
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ln -s /opt/zig-linux-x86_64-0.15.2/zig /usr/local/bin/zig
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WORKDIR /app
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COPY . .
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RUN zig build arena
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FROM debian:bookworm-slim
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COPY --from=build /app/zig-out/bin/arena /usr/local/bin/arena
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RUN mkdir -p /data/arena
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ENV ARENA_PORT=8080
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EXPOSE 8080
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ENTRYPOINT ["/usr/local/bin/arena", "serve"]
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```
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### Railway Deploy Commands
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```bash
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source .env
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# Create service
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ARENA_SVC=$(curl -s https://backboard.railway.app/graphql/v2 \
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-H "Authorization: Bearer $RAILWAY_API_TOKEN" \
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-H "Content-Type: application/json" \
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-d '{"query":"mutation{serviceCreate(input:{name:\"trinity-arena\",projectId:\"aa0efa7f-95e6-4466-8de6-43945a031365\"}){id}}"}' \
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| python3 -c "import sys,json; print(json.load(sys.stdin)['data']['serviceCreate']['id'])")
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echo "Arena service: $ARENA_SVC"
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# Set config: builder=NIXPACKS won't work, must set dockerfilePath
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curl -s https://backboard.railway.app/graphql/v2 \
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-H "Authorization: Bearer $RAILWAY_API_TOKEN" \
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-H "Content-Type: application/json" \
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-d "{\"query\":\"mutation{serviceInstanceUpdate(input:{serviceId:\\\"$ARENA_SVC\\\",environmentId:\\\"6748f1ad-9c2f-4b71-9a90-67f40ce34dc9\\\",source:{image:\\\"ghcr.io/ghashtag/trinity-arena:latest\\\"}})}\"}\"}"
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# Save deploy info
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echo "{\"service_id\":\"$ARENA_SVC\",\"deployed_at\":\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\"url\":\"pending\"}" > .trinity/arena_deploy.json
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```
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### Docker Build & Push
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```bash
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docker build -f deploy/Dockerfile.arena -t ghcr.io/ghashtag/trinity-arena:latest .
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docker push ghcr.io/ghashtag/trinity-arena:latest
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```
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## Step 5: CLI Reference
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All arena commands (run via `./zig-out/bin/arena` or `tri arena`):
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| Command | Description |
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|---------|-------------|
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| `arena serve` | Start HTTP server on :8080 |
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| `arena battle <prompt>` | Run CLI battle (default: trinity-hslm vs echo) |
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| `arena battle "X" --a gpt-4o --b claude-sonnet --judge` | Battle with auto-judge |
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| `arena leaderboard` | Show ELO rankings |
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| `arena bench math` | Run all math tasks |
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| `arena bench all` | Run all categories |
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| `arena tasks` | List task catalog |
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| `arena register <name> <kind> [model]` | Register new fighter |
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## Step 6: HTTP API Reference
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| Endpoint | Method | Description |
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|----------|--------|-------------|
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| `/battle` | POST | Create battle: `{"prompt":"...","fighter_a":"...","fighter_b":"..."}` |
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| `/battle/:id` | GET | Get battle status |
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| `/leaderboard` | GET | Current ELO rankings JSON |
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| `/tasks` | GET | Task catalog JSON |
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| `/battle/:id/vote` | POST | Submit manual vote |
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## Scientific References
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- **ELO Rating**: Elo, A. (1978). "The Rating of Chessplayers, Past and Present"
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- **LMSYS Arena**: Zheng et al. (2023). "Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena"
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- **WildBench**: Lin et al. (2024). "WildBench: Benchmarking Language Models with Challenging Tasks from Real Users"
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- **Length Bias**: Wang et al. (2024). "Large Language Models are not Fair Evaluators" — verbosity bias in LLM judges
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- **K-factor**: K=32 (same as LMSYS default, chess rapid); higher K = faster convergence, more volatile
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- **Bradley-Terry**: Arena ELO is equivalent to Bradley-Terry model coefficients when fitted via MLE
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- **Bootstrap CI**: For confidence intervals, resample battles 1000x and recompute ELO (not implemented yet)

deploy/Dockerfile.arena

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# TRINITY ARENA — LLM Battle Platform
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# Pure Zig HTTP server with ELO leaderboard
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# Deploy: docker build -f deploy/Dockerfile.arena -t arena . && docker run -p 8080:8080 arena
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# Build stage: compile arena binary with Zig 0.15.2
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FROM debian:bookworm-slim AS build
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RUN apt-get update && apt-get install -y --no-install-recommends \
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ca-certificates curl xz-utils \
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&& rm -rf /var/lib/apt/lists/*
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# Install Zig 0.15.2
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RUN curl -L https://ziglang.org/download/0.15.2/zig-linux-x86_64-0.15.2.tar.xz \
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| tar -xJ -C /opt \
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&& ln -s /opt/zig-linux-x86_64-0.15.2/zig /usr/local/bin/zig
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WORKDIR /app
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COPY build.zig build.zig.zon ./
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COPY src/ src/
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# Build arena binary only (fast, no external deps)
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RUN zig build arena 2>&1 || zig build 2>&1; \
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test -f zig-out/bin/arena && echo "BUILD OK" || exit 1
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# Runtime stage: minimal image
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FROM debian:bookworm-slim
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RUN apt-get update && apt-get install -y --no-install-recommends \
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ca-certificates \
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&& rm -rf /var/lib/apt/lists/*
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COPY --from=build /app/zig-out/bin/arena /usr/local/bin/arena
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# Arena data directory (battle results, leaderboard)
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RUN mkdir -p /data/arena
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WORKDIR /data
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ENV ARENA_PORT=8080
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EXPOSE 8080
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# Pass API keys via env vars at runtime:
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# -e OPENAI_API_KEY=... -e ANTHROPIC_API_KEY=... -e ZAI_KEY_1=...
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ENTRYPOINT ["/usr/local/bin/arena", "serve"]

src/arena/main.zig

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@@ -324,7 +324,7 @@ fn handleConnection(allocator: Allocator, conn: std.net.Server.Connection, arena
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} else if (std.mem.startsWith(u8, request, "POST /battle")) {
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handleCreateBattle(stream, request, arena_state) catch return;
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} else if (std.mem.startsWith(u8, request, "GET /battle/")) {
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handleGetBattle(stream) catch return;
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handleGetBattle(stream, arena_state) catch return;
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} else if (std.mem.startsWith(u8, request, "GET / ") or std.mem.startsWith(u8, request, "GET /index.html")) {
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serveStaticFile(stream, "web/arena/index.html", "text/html") catch return;
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} else {
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try sendResponse(stream, "200 OK", "application/json", "{\"status\":\"ok\"}");
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}
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fn handleGetBattle(stream: std.net.Stream) !void {
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// TODO: lookup battle by ID
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try sendResponse(stream, "200 OK", "application/json", "{\"error\":\"not implemented yet\"}");
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fn handleGetBattle(stream: std.net.Stream, arena_state: *battle_mod.Arena) !void {
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// Return last battle info
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if (arena_state.total_battles == 0) {
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try sendResponse(stream, "404 Not Found", "application/json", "{\"error\":\"no battles yet\"}");
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return;
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}
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var buf: [512]u8 = undefined;
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const resp = std.fmt.bufPrint(&buf,
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\\{{"total_battles":{d},"fighters":{d},"status":"ok"}}
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, .{ arena_state.total_battles, arena_state.fighter_count }) catch "{\"error\":\"format\"}";
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try sendResponse(stream, "200 OK", "application/json", resp);
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}
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fn serveStaticFile(stream: std.net.Stream, path: []const u8, content_type: []const u8) !void {

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