An agent skill for Codex, Claude Code and other clients: open-ended research as the exploration of a labyrinth, with a map of what is proved, refuted, conjectured and still dark, proof tiers, independent referees and campaigns of agents.
Agent Skills for small-molecule and protein therapeutics: cheminformatics, molecular ML, docking and dynamics, protein design platforms, and target-discovery knowledge graphs.
Evidence-backed knowledge graph construction with typed Jev relation decisions
Local-first AI trend radar and live-session distillation
Multilingual source-grounded research workspace with agentic RAG, cited chat, podcasts, PowerPoint, and video.
Self-hosted research intelligence for collecting, deduplicating, ranking, searching, and browsing the researchers, topics, and sources you care about.
A local Markdown knowledge-base template for shared use with Codex and WorkBuddy.
[ACM MM 2026] Beyond Visual Similarity: Entity-Aligned Retrieval for Knowledge-Based Visual Question Answering
Local-first agent workflow for building private cross-project memory with explicit consent, validation, and crash-safe history.
本地微信消息、历史档案与可解释情报分析工作台
Open-Source-Boilerplate für PersonalOS: Markdown-basierte Systemlogik, Templates und lokale Prüfungen für Menschen und KI-Agenten.
Unified reproductions, benchmarking & evaluation for perception-aware RLVR and OPD in VLMs. 19 methods · 30+ benchmarks · Official code of CGPO (ACM MM 2026 Oral).
Local AI Personal Knowledge Base Q&A · Full‑Link RAG Practical Implementation (Hybrid Retrieval + Rerank Fine‑Ranking + Citation‑Enabled Generation)
Turn any YouTube video into a deck of timestamped knowledge cards. Runs locally, works with free models.
Turn YouTube videos into reviewable blog articles inside an Obsidian workflow.
A curated paper list on On-Policy Distillation (OPD) & On-Policy Self-Distillation (OPSD) for LLMs — student rollouts + teacher feedback, covering white-box/black-box methods, OPD-RL hybrids, agentic & multimodal applications, and industrial multi-teacher recipes.
⚖️ Kadı — a calibrated judge in front of your frontier LLM. Routine decisions answered locally with a conformal-prediction guarantee (≤ α disagreement with the oracle); everything else escalated and learned from. Zero-dependency Python.
Distill your knowledge, memories, and decisions into an open-source, inspectable AI Agent Twin.
机会与成长指南:升学、工作、科研、竞赛、技能与人生选择的现实参考手册。