Turn any folder of files (code, docs, papers, images, video) into a queryable knowledge graph with community detection, an honest audit trail, and three outputs: interactive HTML, GraphRAG-ready JSON, and a plain-language GRAPHREPORT.md. Use when asked to analyze a codebase, understand architecture, map dependencies…
Fine-tune and align LLMs locally with HuggingFace Trainer, TRL, PEFT. Use when configuring TrainingArguments, applying LoRA or QLoRA, running SFT/DPO/GRPO alignment, estimating VRAM requirements, debugging OOM errors, or setting up gradient checkpointing.
Generate a complete topic: research → lesson → post-process → verify. Fans out subagents for research and verification. Trigger: generate topic, generate lesson, complete topic, full generation.
Use for Chinese credit-risk, rule-mining, binning, scorecard, or aggregate-report requests through the configured local RiskProbe MCP.
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: