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survival-open-world-resource-strategy-agent-skill
A production-grade Claude Code harness that aggregates real-time data, applies systematic analysis, and integrates academic research to deliver risk-disclosed resource-management recommendations for survival open-world games.
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License
MIT
Last updated
2026-07-29
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
This repository introduces a structured, quality-gated approach to survival game strategy, combining academic research, authoritative wikis, and community data with a self-improving knowledge pipeline—all packaged as an extensible Claude Code skill.
Who it is for
- Survival game players (Minecraft, Rust, Valheim, Don't Starve) seeking data-driven strategies
- Game analysts and content creators who want evidence-backed decision support
- Developers building game AI or tooling who can reuse the modular architecture
- Claude Code power users looking for a pre-built, production-hardened skill template
Use cases
- Optimizing resource gathering routes (e.g., iron in Minecraft mid-game)
- Planning base defense layouts for small teams in Rust
- Mapping progression tactics from early to endgame in Valheim
- Comparing risk-reward tradeoffs across different survival games
Strengths
- Implements 10 quality gates (U1–U6 universal + G1–G4 domain) with auto-fix to ensure output robustness
- Real-time data aggregation from authoritative sources with graceful fallback chains
- Self-updating knowledge pipeline that crawls ArXiv, Semantic Scholar, and RSS feeds for fresh academic and community content
- Production ready: 59 passing tests, 72% code coverage, CI/CD, Docker, and 100% feature completion across 8 phases
Considerations
- Coverage limited to four games (Minecraft, Rust, Valheim, Don't Starve); expanding requires manual contribution
- Dependency on Claude Code environment and external APIs (ArXiv, Semantic Scholar, RSS) may affect reliability
- 72% test coverage leaves some untested edge cases; academic integration quality depends on paper availability
README quick start
Quick Start
Description
🪵⚔️ Survival Open-World Resource Optimization & Decision Support Engine | Production-grade Claude Code harness (v2.0.0) & Python toolkit for Minecraft, Rust, Valheim, & Don't Starve. Features yield/time modeling..
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