Review real Minecraft LLM agent runs from transcript files, canonical runtime artifacts, social-cycle reports, actor workspaces, logs, Langfuse traces, human-visible behavior notes, and code diffs, then infer concrete implementation flaws and next fixes. Use for prompts like "review this agent run", "extract…
Judge and design meaningful research directions for this Minecraft LLM-agent project before implementation. Use for prompts about "research direction", "research gap", "paper-worthy", "experiment design", "legibility", "co-actor", "observer prediction", "논문감", "연구 가치", "실험 설계", "유의미한 연구 주제", capability benchmarks…
Write, review, validate, or prepare Minecraft runtime run reports, HTML/static reports, model-comparison summaries, Qwen/OpenAI/Gemini writeups, visual evidence reports, public artifact summaries, or Korean/English "보고서" requests from this repo's social-cycle, action-skill, provider, visual, or embodied co-actor…
Generate or review bounded Mineflayer TypeScript action skill candidates for this repo's Actor Turn authormineflayeraction path. Use when writing generated source, helper allowlists, input schemas, verifiers, timeouts, or Mineflayer behavior notes for actor-owned action skills.
Use before any live provider-backed Minecraft run, LLM/provider benchmark, model availability decision, quota reset check, model-comparison lane, report rerun, long social-cycle run, OpenAI/Gemini/ModelScope smoke, or provider budget/429/auth issue. Checks requested provider/model candidates across OpenAI, Gemini, and…
Claude Code instructions for gigio1023/minecraft-llm-agent-community, covering claude code repo guidance, read order, current direction (pointer), use repo-local agent skills and non-negotiable rules.