Context Compression 身分驗證 Skill
設計 and evaluate compression strategies 用於 long-running sessions。
Skill
這裡收錄 repo 裡找得到的完整 SKILL.md、awesome-agent-skills 上游索引，以及 skill repo 的技能商店與本地落地版。頁面上的標題、用途、說明與 Skill 內容都會整理成台灣慣用正體中文；來源連結會保留下來。
沒有符合條件的 Skill。
Context Degradation Skill
Recognize 模式 of context failure: lost-in-middle, poisoning, distraction, 與 clash。
Context Fundamentals Skill
Understand what context is, why it matters, 與 the anatomy of context in agent systems。
Context Optimization Skill
Apply compaction, masking, 與 caching strategies。
Evaluation 設計 Skill
建置 evaluation frameworks 用於 agent systems。
Memory Systems 設計 Skill
設計 short-term, long-term, 與 graph-based memory architectures。
Multi Agent Patterns Skill
Master orchestrator, peer-to-peer, 與 hierarchical multi-agent architectures。
TOOL Design Skill
建置 tools that agents can use effectively, including architectural reduction 模式。
HAND Drawn Diagrams 測試 Skill
產生 hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, 與 PNG export. Works 搭配 Claude Code, Codex, Gemini CLI, 與 any agent supporting standard skill paths。
Last30days Skill
Research any topic across Reddit, X, YouTube, HN, Polymarket, 與 the web, ranked by upvotes, likes, 與 real money instead of editors。
CODE Review 測試 Skill
Comprehensive PR code review 使用 specialized agents: bug-hunter, security-auditor, code-quality-reviewer, contracts-reviewer, historical-context-reviewer, test-coverage-reviewer。
DDD 測試 Skill
Domain-driven development skills that also include Clean Architecture, SOLID principles, 與 design 模式。
Kaizen 測試 Skill
Applies continuous improvement methodology 搭配 multiple analytical approaches, based on Japanese Kaizen philosophy 與 Lean methodology。
Prompt Engineering Skill
Widely used prompt engineering techniques 與 模式, including Anthropic 最佳實務 與 agent persuasion principles。
Reflexion 測試 Skill
Self-refinement loop that forces the LLM to reflect on previous output 與 correct itself。
SADD 測試 Skill
Dispatches independent subagents 用於 individual tasks 搭配 code review checkpoints between iterations 用於 rapid, controlled development。
SDD 測試 Skill
Spec-driven development 工作流 that transforms prompts into production-ready implementations through structured planning, architecture design, 與 LLM-as-a-Judge based quality gates。
Write Concisely Skill
Applies the famous *The Elements of Style* book principles to make 檔案 與 writing clearer 與 more professional by eliminating wordiness 與 improving structure。
Claimable PostgreSQL Skill
Claimable Postgres database provisioning 搭配 Neon。
Neon PostgreSQL Skill
Neon Serverless Postgres的最佳實務。
Neon PostgreSQL Egress Optimizer Skill
Optimize Neon Postgres egress 與 data transfer。
Netlify AI Gateway Skill
協助處理 Netlify AI Gateway 相關工作，並依原始 Skill 說明完成設定與執行。
Netlify Blobs Skill
Key-value object storage 用於 files 與 data。
Netlify Caching Skill
Configure CDN caching 與 cache purging。
Netlify CLI AND Deploy Skill
CLI setup, local dev, 與 部署 工作流。
Netlify Config Skill
netlify.toml site configuration的參考資料。
Netlify 資料庫 Skill
Managed Postgres 搭配 deploy preview branching。
Netlify Deploy Skill
Automated 部署 工作流 用於 Netlify sites。
Netlify EDGE Functions Skill
Low-latency edge middleware 與 geolocation logic。
Netlify Forms Skill
HTML form handling 搭配 spam filtering。
Netlify Frameworks Skill
部署 web frameworks 搭配 SSR support。
Netlify Functions Skill
建置 serverless API endpoints 與 background tasks。
Netlify Image CDN Skill
Optimize 與 transform images via CDN。
UI UX PRO MAX 測試 Skill
UI/UX design 模式 and最佳實務。
測試 Skill
Human-like TTS 工作流 搭配 local/cloud APIs 與 app delivery。
Notion Skills for Claude Skill
Skills 用於 working 搭配 Notion。
Claude Win11 Speckit Update Skill
協助處理 Claude Win11 Speckit Update 相關工作，並依原始 Skill 說明完成設定與執行。
NotFair Skill
SEO, GEO, Google Ads, 與 Meta Ads skills 搭配 live data。
Cudaq Guide 測試 Skill
CUDA-Q onboarding 指南 用於 installation, test programs, GPU simulation, QPU hardware, 與 quantum applications。
Cuopt Developer 測試 Skill
Modify, build, test, debug, 與 contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI)。
Cuopt Install 雲端部署 Skill
Install cuOpt 用於 Python, C, 或 as a server (pip, conda, Docker) — system requirements, install commands, 與 verification。
Cuopt Numerical Optimization API C Skill
LP, MILP, 與 QP (beta) 搭配 cuOpt — C API only。
Cuopt Numerical Optimization API CLI Skill
LP, MILP, 與 QP (beta) 搭配 cuOpt — CLI only (MPS files, cuopt_cli)。
Cuopt Numerical Optimization API Python Skill
Solve Linear Programming (LP), Mixed-Integer Linear Programming (MILP), 與 Quadratic Programming (QP, beta) 搭配 the Python API。
Cuopt Routing API Python Skill
Vehicle routing (VRP, TSP, PDP) 搭配 cuOpt — Python API only。
Cuopt Server API Python Skill
協助處理 Cuopt Server API Python 相關工作，並依原始 Skill 說明完成設定與執行。
Cuopt Server Common Skill
cuOpt REST server — what it does 與 how requests flow。
Cuopt USER Rules Skill
Base rules 用於 end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server)。
Numerical Optimization Formulation Skill
Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, 與 formulation 模式。
Routing Formulation 設計 Skill
Vehicle routing (VRP, TSP, PDP) — problem types 與 data requirements。
Skill Evolution Skill
After solving a non-trivial problem, detect generalizable learnings 與 propose skill updates so future interactions benefit automatically。
DALI Dynamic MODE 雲端部署 Skill
Use when writing DALI data loading 或 preprocessing code 搭配 `nvidia.dali.experimental.dynamic` (ndd), 或 when converting DALI pipeline-mode code to dynamic mode, 或 when the user..。
Deepstream DEV Skill
NVIDIA DeepStream SDK 9.0 development 搭配 Python pyservicemaker API。
Deepstream Import Vision Model 雲端部署 Skill
> Use this skill to bring any vision model from HuggingFace 或 NVIDIA NGC into an NVIDIA DeepStream pipeline 搭配 端到端 automation: ONNX download, SafeTensors export, TRT engi..。
Adding Model Support 設計 Skill
指南 用於 adding support 用於 new LLM 或 VLM models in Megatron-Bridge。
Build AND Dependency Skill
Dev environment setup 用於 Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, 與 common build..。
BUMP Dependency 雲端部署 Skill
Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, 與 drive it to green by attaching a watchdog to the "CICD NeMo" 工作流..。
CI/CD 雲端部署 Skill
CI/CD 參考資料 用於 Megatron Bridge — pipeline structure, commit 與 PR 工作流, CI failure investigation, 與 common failure 模式。
Linting AND Formatting Skill
Code style 與 quality rules 用於 Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, 與 the code review check..。
MLM Bridge Training Skill
Run Megatron-LM (MLM) 與 Megatron Bridge training 搭配 mock 或 real data。