jensen-yao/agents-skills

jensen-yao/agents-skills · skills/0-autoresearch-skill/SKILL.md · Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid…

jensen-yao/agents-skills · skills/a-evolve/SKILL.md · Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution…

jensen-yao/agents-skills · skills/academic-plotting/SKILL.md · Generates publication-quality figures for ML papers from research context. Given a paper section or description…

jensen-yao/agents-skills · skills/accelerate/SKILL.md · Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for…

jensen-yao/agents-skills · skills/alibabacloud-find-skills/SKILL.md · Use this skill when users want to search, discover, browse, or find Alibaba Cloud (阿里云) agent skills. Triggers include…

jensen-yao/agents-skills · skills/animation-vocabulary/SKILL.md · Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the…

jensen-yao/agents-skills · skills/app-shell-ui/SKILL.md · Build or restyle an explicit App Shell UI or macOS-style desktop-tool shell with shared navigation and light/dark…

jensen-yao/agents-skills · skills/apple-design/SKILL.md · Apply Apple's interface and physical-motion principles to gesture, spring, drag, swipe, sheet, momentum, material, or…

jensen-yao/agents-skills · skills/audiocraft/SKILL.md · PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need…

jensen-yao/agents-skills · skills/awq/SKILL.md · Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when…

jensen-yao/agents-skills · skills/axolotl/SKILL.md · Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO…

jensen-yao/agents-skills · skills/baseline-ui/SKILL.md · Apply a fast spacing, hierarchy, typography, and small-layout cleanup. Use only when explicitly invoked or selected by…

jensen-yao/agents-skills · skills/bigcode-evaluation-harness/SKILL.md · Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when…

jensen-yao/agents-skills · skills/bitsandbytes/SKILL.md · Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is…

jensen-yao/agents-skills · skills/blip-2/SKILL.md · Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning…

jensen-yao/agents-skills · skills/brainstorming-research-ideas/SKILL.md · Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when…

jensen-yao/agents-skills · skills/bugbounty-workflow/SKILL.md · 授权范围内(补天/SRC 等赏金平台)漏洞挖掘全流程工作流:侦察→挖掘→验证→报告。当用户要求"挖洞""挖漏洞""测目标""渗透测试""打点""提交SRC/补天"时使用。

jensen-yao/agents-skills · skills/ccf-common/SKILL.md · Required shared preflight for every CCFA skill after ccf-humanization: apply routing, scope, prerequisites, evidence…

jensen-yao/agents-skills · skills/ccf-experiment-designer/SKILL.md · Design and interpret CCF experiments: datasets, baselines, metrics, ablations, execution specifications, observed…

jensen-yao/agents-skills · skills/ccf-humanization/SKILL.md · Required first preflight before every CCFA skill, including research, review, retrieval, experiments, visuals, and…

jensen-yao/agents-skills · skills/ccf-idea-optimizer/SKILL.md · Develop and optimize rough CCF research ideas into problems, insights, mechanisms, and evidence plans. Use for 优化idea…

jensen-yao/agents-skills · skills/ccf-idea-reviewer/SKILL.md · Assess research ideas for value, novelty, insight, and mechanism. Use for 思路审核, 靠谱吗, 值得做吗, 创新够不够, idea review, scoring…

jensen-yao/agents-skills · skills/ccf-integrity-auditor/SKILL.md · Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验…

jensen-yao/agents-skills · skills/ccf-literature-monitor/SKILL.md · Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Use for 竞品监控, 新论文追踪, 论文跟踪, and…

jensen-yao/agents-skills · skills/ccf-literature-searcher/SKILL.md · Find and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作…

jensen-yao/agents-skills · skills/ccf-paper-reviewer/SKILL.md · Review manuscript claims, evidence, and writing without rewriting. Use for 文章审核, 审稿, 稿件有什么硬伤, 结论站得住吗, 投稿成熟度, writing…

jensen-yao/agents-skills · skills/ccf-paper-to-exemplar/SKILL.md · Distill supplied paper PDFs into writing exemplar cards and register a requested personal library. Use for PDF to…

jensen-yao/agents-skills · skills/ccf-paper-writer/SKILL.md · Draft, revise, polish, compress, or presentation-adapt CCF manuscript prose. Use for 写作, 润色论文, research documents to…

jensen-yao/agents-skills · skills/ccf-pipeline-orchestrator/SKILL.md · Plan or coordinate CCF research stages, goals, gates, artifacts, and ccfa.yaml state. Use for 任务拆解, 流程规划, project…

jensen-yao/agents-skills · skills/ccf-project-scaffolder/SKILL.md · Initialize CCF project folders, LaTeX templates, artifact directories, and ccfa.yaml. Use for 项目初始化, 目录搭建, template…

jensen-yao/agents-skills · skills/ccf-rebuttal-writer/SKILL.md · Write CCF rebuttals, author responses, revision ledgers, response letters, and conservative resubmission plans. Use for…

jensen-yao/agents-skills · skills/ccf-skill-forger/SKILL.md · Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and…

jensen-yao/agents-skills · skills/ccf-submission-checker/SKILL.md · Check CCF venue rules and submission packages: template, pages, anonymity, PDF build, metadata, and reproducibility…

jensen-yao/agents-skills · skills/ccf-visual-composer/SKILL.md · Render and redesign scientific figures, visual tables, and method/architecture diagrams from supplied content…

jensen-yao/agents-skills · skills/chinese-plot-labels/SKILL.md · Use when Codex writes or modifies Python, Java, or C++ code that generates charts, plots, figures, or saved image…

jensen-yao/agents-skills · skills/chroma/SKILL.md · Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search…

jensen-yao/agents-skills · skills/cli-anything/SKILL.md · Use when the user wants Codex to build, refine, test, validate, or list CLI-Anything harnesses for GUI applications or…

jensen-yao/agents-skills · skills/cli-creator/SKILL.md · Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin…

jensen-yao/agents-skills · skills/clip/SKILL.md · OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and…

jensen-yao/agents-skills · skills/cnki-advanced-search/SKILL.md · Perform advanced search on CNKI with field filters like author, title, journal, date range, source category…

jensen-yao/agents-skills · skills/cnki-download/SKILL.md · Download a paper PDF/CAJ from CNKI. Requires user to be logged in. Use when user wants to download a specific paper.

jensen-yao/agents-skills · skills/cnki-export/SKILL.md · Export paper from CNKI and push to Zotero, or save as RIS file. Use when user wants to save a paper to Zotero or export…

jensen-yao/agents-skills · skills/cnki-journal-index/SKILL.md · Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI…

jensen-yao/agents-skills · skills/cnki-journal-search/SKILL.md · Search for journals/publications on CNKI by name, ISSN, CN, or sponsor. Use when the user wants to find a specific…

jensen-yao/agents-skills · skills/cnki-journal-toc/SKILL.md · Browse journal issues, view table of contents, and download original TOC PDF from CNKI. Use when user wants to see…

jensen-yao/agents-skills · skills/cnki-navigate-pages/SKILL.md · Navigate CNKI search result pages (next/previous/specific page) or change sort order. Use when user wants to see more…

jensen-yao/agents-skills · skills/cnki-paper-detail/SKILL.md · Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund…

jensen-yao/agents-skills · skills/cnki-parse-results/SKILL.md · Parse current CNKI search results page into structured paper data (title, authors, journal, date, citations). Use after…

jensen-yao/agents-skills · skills/cnki-researcher/SKILL.md · Coordinate CNKI research workflows in Codex using Chrome DevTools MCP. Use when the user asks to search CNKI papers…

jensen-yao/agents-skills · skills/cnki-search/SKILL.md · Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.

jensen-yao/agents-skills · skills/constitutional-ai/SKILL.md · Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with…

jensen-yao/agents-skills · skills/cosmos-policy/SKILL.md · Evaluates NVIDIA Cosmos Policy on LIBERO and RoboCasa simulation environments. Use when setting up cosmos-policy for…

jensen-yao/agents-skills · skills/create-design-md/SKILL.md · Create or update DESIGN.md from an existing product repository or public website. Use only when explicitly invoked or…

jensen-yao/agents-skills · skills/creative-thinking-for-research/SKILL.md · Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely…

jensen-yao/agents-skills · skills/crewai/SKILL.md · Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents…

jensen-yao/agents-skills · skills/deepspeed/SKILL.md · Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism…

jensen-yao/agents-skills · skills/diagram-design/SKILL.md · Create branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine, ER/data model…

jensen-yao/agents-skills · skills/dramaclaw/SKILL.md · Operate, inspect, configure, troubleshoot, and continue DramaClaw projects according to the official workflow. Use…

jensen-yao/agents-skills · skills/drawio-skill/SKILL.md · Create and edit draw.io/diagrams.net diagrams as editable `.drawio` files. Covers architecture, UML/ERD/sequence, BPMN…

jensen-yao/agents-skills · skills/dspy/SKILL.md · Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and…

jensen-yao/agents-skills · skills/faiss/SKILL.md · Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU…

jensen-yao/agents-skills · skills/figure-router/SKILL.md · Sole automatic routing entry for creating scientific and technical figures, charts, and diagrams. Use when the user…

jensen-yao/agents-skills · skills/find-animation-opportunities/SKILL.md · Read-only search for high-confidence places where motion would help, with precise recommendations and deliberate…

jensen-yao/agents-skills · skills/fixing-accessibility/SKILL.md · Audit and fix HTML accessibility issues including ARIA, keyboard navigation, focus, contrast, and form errors. Use only…

jensen-yao/agents-skills · skills/fixing-metadata/SKILL.md · Audit and fix page metadata including titles, descriptions, canonical URLs, social cards, favicons, JSON-LD, and robots…

jensen-yao/agents-skills · skills/fixing-motion-performance/SKILL.md · Audit and fix animation performance problems such as layout thrashing, non-composited properties, scroll-linked motion…

jensen-yao/agents-skills · skills/flash-attention/SKILL.md · Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when…

jensen-yao/agents-skills · skills/gguf/SKILL.md · GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware…

jensen-yao/agents-skills · skills/gptq/SKILL.md · Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on…

jensen-yao/agents-skills · skills/grpo-rl-training/SKILL.md · Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

jensen-yao/agents-skills · skills/guidance/SKILL.md · Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and…

jensen-yao/agents-skills · skills/hatch-pet/SKILL.md · Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character…

jensen-yao/agents-skills · skills/hqq/SKILL.md · Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision…

jensen-yao/agents-skills · skills/huggingface-tokenizers/SKILL.md · Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports…

jensen-yao/agents-skills · skills/imagegen/SKILL.md · Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations…