Awesome Agent Skills 目录

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Install cuOpt for Python, C, or as a server (pip, conda, Docker) — system requirements, install commands, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：LP, MILP, and QP (beta) with cuOpt — C API only。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：LP, MILP, and QP (beta) with cuOpt — CLI only (MPS files, cuopt_cli)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Solve Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Quadratic Programming (QP, beta) with the Python API。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：cuOpt REST server — start server, endpoints, Python/curl client examples。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：cuOpt REST server — what it does and how requests flow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Vehicle routing (VRP, TSP, PDP) — problem types and data requirements。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：After solving a non-trivial problem, detect generalizable learnings and propose skill updates so future interactions benefit automatically。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Use when writing DALI data loading or preprocessing code with `nvidia.dali.experimental.dynamic` (ndd), or when converting DALI pipeline-mode code to dynamic mode, or when the user..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engi..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Guide for adding support for new LLM or VLM models in Megatron-Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Dev environment setup for Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, and common build..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, and drive it to green by attaching a watchdog to the "CICD NeMo" workflow..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CI/CD reference for Megatron Bridge — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Code style and quality rules for Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, and the code review check..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：External NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron poli..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Structured framework for verifying numerical parity of HFMCore weight conversions。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：MoE expert-parallel communication overlap in Megatron Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Representative MoE training playbooks by hardware platform and model family。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Long-context MoE training guidance for Megatron Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Practical guidance for training MoE VLMs in Megatron Bridge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption, and re-run state machine。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Testing reference for Megatron Bridge — unit and functional test layout, tier semantics (L0/L1/L2/flaky), script conventions, running tests locally, adding/moving/disabling tests,..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：External verl end-to-end validation workflow for Megatron-Bridge model/provider changes。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Container-based dev environment setup and dependency management for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Bump the NVIDIA PyTorch base image (`nvcr.io/nvidia/pytorch:-py3`) used by Megatron-LM CI。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CI/CD reference for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Linting and formatting for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Domain knowledge for the nightly main-to-dev sync workflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Onboard 1-node GitHub MR functional tests for GB200 from existing mr-scoped 2-node tests。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Research and draft a response to a GitHub issue or question from an external contributor。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：How to launch distributed Megatron-LM training jobs on a SLURM cluster。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Test system for Megatron-LM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Refresh golden values from a GitHub Actions workflow run (failing-only or all jobs), score the change with average normalized relative differences, and produce a PR-ready summary。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query and browse evaluation results stored in MLflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run commands inside a remote Docker container via the file-based command relay (tools/debugger)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Serve a quantized or unquantized LLM checkpoint as an OpenAI-compatible API endpoint using vLLM, SGLang, or TRT-LLM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Evaluates accuracy of quantized or unquantized LLMs using NeMo Evaluator Launcher (NEL)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Monitor submitted jobs (PTQ, evaluation, deployment) on SLURM clusters。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AW..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Cherry-pick merged PRs labeled for a release branch into that branch, then open a PR and apply the cherry-pick-done label。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query and browse evaluation results stored in MLflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Interactive config wizard for NeMo Evaluator Launcher (NEL)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Create custom LLM evaluation benchmarks using the BYOB decorator framework。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Guide for adding a new benchmark or training environment to NeMo-Gym。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Use when debugging a Nemo Gym run or reward profiling job。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Maintain the NeMo Gym Fern docs site — add, update, move, or remove pages under fern/。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Use when creating, validating, or documenting Nemo Gym pivot datasets from rollout, trajectory, chat-completion, Responses API, or tool-call artifacts。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Use to help users get started with Nemo Gym reward profiling。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Brev instance operating guidance for NeMo-RL agents working in /home/ubuntu/RL with limited workspace disk, a larger /ephemeral volume, and optional /home/ubuntu/RL/.env secrets。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Build and dependency management for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：CI/CD reference for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Configuration conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Contribution conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：NVIDIA copyright header requirements for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Documentation conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Error handling guidelines for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Code style guidelines for NeMo-RL (Python and shell)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Interactive code review for NVIDIA-NeMo/RL pull requests。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Manage durable working-session memory for coding agents。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Testing conventions for NeMo-RL。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Create GitHub pull requests that follow the NemoClaw PR template。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Scan recent git commits for changes that affect user-facing behavior, then draft or update the corresponding documentation pages and refresh generated user skills for release prep。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Scans other open issues to find ones a given PR may also fix or accidentally break。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Cut a new semver release — bump all version strings via bump-version.ts, open a release PR, and after merge tag main and push。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Runs the daytime maintainer loop for NemoClaw, prioritizing items labeled with the current version target。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Runs the end-of-day maintainer handoff for NemoClaw。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Finds open GitHub PRs with security and priority-high labels, links each to its issue, detects duplicates (multiple PRs fixing the same issue), and presents a table of review candi..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Runs the morning maintainer standup for NemoClaw。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Normalizes GitHub issue and PR titles by removing any bracketed [NemoClaw] tag case-insensitively, even when the tag appears later in the title。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Compares competing PRs that target the same issue and recommends which one to merge。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Performs a comprehensive security review of code changes in a GitHub PR or issue。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：AI-assisted label triage for NVIDIA/NemoClaw issues and PRs。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Start here。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Describes the agent skills shipped with NemoClaw and how to access them by cloning the repository。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Connects NemoClaw to a local inference server。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Presents a risk framework for every configurable security control in NemoClaw。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Explains how to run NemoClaw on a remote GPU instance, including the deprecated Brev compatibility path and the preferred installer plus onboard flow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Installs NemoClaw, launches a sandbox, and runs the first agent prompt。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Adds, removes, or modifies allowed endpoints in the sandbox policy。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Explains operational tasks after the quickstart: listing sandboxes, status and health checks, logs, diagnostics, port forwards, multiple sandboxes, credential reset, rebuilds, netw..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Inspects sandbox health, traces agent behavior, and diagnoses problems。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Explains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw ve..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Deploy Nemotron Voice Agent on Workstation (x86), Jetson Thor, or Cloud NIMs。

来自 Awesome Agent Skills「Skills by NVIDIA」集合："NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Debug AutoDeploy accuracy regressions vs a reference score (PyTorch backend or published baseline)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Claude Code skill (trtllm-agent-toolkit): implement or extend TensorRT-LLM AutoDeploy fusion transforms under transform/library/ in a TensorRT-LLM checkout。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Check whether AutoDeploy YAML configs were actually applied by analyzing server logs and optionally graph dumps (AD_DUMP_GRAPHS_DIR)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Enable and interpret TensorRT-LLM AutoDeploy FX graph text dumps via AD_DUMP_GRAPHS_DIR。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Visualize a specific transformer decoder layer from an AutoDeploy FX graph text dump as a hierarchical DOT/PNG diagram。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Translates a HuggingFace model into a prefill-only AutoDeploy custom model using reference custom ops, validates with hierarchical equivalence tests。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Compile TensorRT-LLM on a compute node inside a Docker container。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Compile TensorRT-LLM on a SLURM cluster。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Write and implement GPU kernels using NVIDIA CuTe DSL (CUTLASS 4.x Python API) — NOT for Triton, CUDA C++, or conceptual explanations。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Optimize existing Triton kernels for NVIDIA TileIR backend on Blackwell GPUs (sm_100+)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> ONLY for OpenAI Triton (@triton.jit) kernel development。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Performance analysis coordination workflow。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Analyze host/CPU overhead in TensorRT-LLM inference from nsys traces。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Profiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Analyze ncu (NVIDIA Nsight Compute) profiling output: SOL% bottleneck classification, roofline analysis, occupancy diagnosis, memory hierarchy analysis, warp stall analysis, metr..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Nsight Systems (nsys) CLI for system-level timeline profiling。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Performance optimization coordination playbook。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Apply CUDA Graphs to PyTorch workloads — API selection (torch.compile, PyTorch make_graphed_callables, TE make_graphed_callables, MCore CudaGraphManager, FullCudaGraphWrapper, m..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Identify and eliminate host-device synchronizations in PyTorch code。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Code instrumentation for timing workloads。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Best practices for contributing code to TensorRT-LLM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Systematic approach to exploring the TensorRT-LLM codebase before implementing new features or optimizations。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Upgrade flashinfer-python version in TensorRT-LLM。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：>- Review, design, and refactor TensorRT-LLM PyTorch MoE code for architecture fit, clean code, maintainability, and testability。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Generate a source-backed starting `trtllm-serve --config` YAML for basic aggregate single-node PyTorch serving, aligned with checked-in TensorRT-LLM configs and deployment docs。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Add a new cuTile GPU kernel operator to TileGym。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Use when adding, modifying, optimizing, or debugging CuTile autotuning code。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Expert cuTile programming assistant。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' in..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Manage and monitor VSS alerts after the alerts profile is deployed。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Deploy, debug, or tear down any VSS profile using a compose-centric workflow — config (dry-run) with env overrides, review resolved compose, then compose up。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Produce video analysis reports by discovering the deployed VSS agent, querying POST /generate for a timestamped captioned summary of the clip, then formatting the agent reply as th..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：> Use this skill when working with the RTVI VLM or RT-VLM microservice API on VSS 3.1。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901)。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Search video archives using natural language — find events, objects, actions, and people across recorded video using fusion search (Cosmos Embed1 semantic search + CV attribute sea..。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Summarize a video by calling the VLM NIM or the Long Video Summarization (LVS) microservice directly。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Call the vss agent to run video understanding on video to answer a text question。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Query VIOS REST APIs: sensor list, recording timelines, video clip extraction, snapshot capture, add/delete sensors and streams。

来自 Awesome Agent Skills「Skills by NVIDIA」集合：Generate video summary reports using the VSS video_search_frag extension with Long Video Summarization (LVS), Enterprise RAG knowledge retrieval, and human-in-the-loop parameter co..。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Agent Framework for Azure AI Foundry。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Foundry Agents SDK — container-based agents with custom images。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Anomaly detection applications。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Content moderation and safety。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Harmful content detection。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Content safety for text and images。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Multimodal content extraction。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Document text, table, and data extraction。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Document text and table extraction。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Document analysis and form extraction。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Azure ML workspace and job management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：GPT-4, embeddings, DALL-E, and Whisper client。

来自 Awesome Agent Skills「Skills by Microsoft」集合：AI Foundry project management SDK。

来自 Awesome Agent Skills「Skills by Microsoft」集合：AI Foundry project management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：AI Foundry project client and agents。

来自 Awesome Agent Skills「Skills by Microsoft」集合：AI Foundry project client and agents。

来自 Awesome Agent Skills「Skills by Microsoft」集合：NLP: sentiment, entities, key phrases。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Speech-to-text transcription。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Batch document translation。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time text translation。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Text and document translation。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Image captioning, OCR, and object detection。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Image captions, tags, OCR, objects。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time bidirectional voice AI。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time bidirectional voice AI。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time bidirectional voice AI。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time bidirectional voice AI。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Centralized app configuration management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Feature flags and dynamic settings。

来自 Awesome Agent Skills「Skills by Microsoft」集合：App config, feature flags, dynamic refresh。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Call automation with IVR and AI。

来自 Awesome Agent Skills「Skills by Microsoft」集合：CallingServer legacy SDK。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time chat with threads and receipts。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Communication Services common utilities。

来自 Awesome Agent Skills「Skills by Microsoft」集合：SMS sending and delivery reports。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Large-scale parallel and HPC batch jobs。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Container image and registry management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cosmos DB with Python/FastAPI patterns。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cosmos DB NoSQL with global distribution。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cosmos DB NoSQL client library。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cosmos DB NoSQL client。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cosmos DB NoSQL CRUD and queries。

来自 Awesome Agent Skills「Skills by Microsoft」集合：NoSQL key-value table storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：NoSQL key-value table storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Event Grid topic and domain publishing。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Event-driven pub/sub messaging。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Event-driven pub/sub routing。

来自 Awesome Agent Skills「Skills by Microsoft」集合：High-throughput event streaming。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time high-throughput streaming。

来自 Awesome Agent Skills「Skills by Microsoft」集合：High-throughput event streaming。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Event Hubs streaming client。

来自 Awesome Agent Skills「Skills by Microsoft」集合：High-throughput event streaming。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Entra ID authentication。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Entra ID authentication。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Entra ID authentication。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Entra ID authentication。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Entra ID authentication。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Key Vault certificate management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Key Vault cryptographic key management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cryptographic key management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Secrets, keys, and certificate management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Key Vault secret storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Secret storage and retrieval。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Geocoding, routing, and weather services。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time WebSocket messaging。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time WebSocket messaging。

来自 Awesome Agent Skills「Skills by Microsoft」集合：API inventory and governance。

来自 Awesome Agent Skills「Skills by Microsoft」集合：API inventory and governance。

来自 Awesome Agent Skills「Skills by Microsoft」集合：API Management provisioning via ARM。

来自 Awesome Agent Skills「Skills by Microsoft」集合：API Management service administration。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Application Insights resource management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Arize AI observability management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Bot Service provisioning via ARM。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Bot Service resource management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Fabric capacity management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Fabric capacity management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：MongoDB Atlas as ARM resources。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Weights & Biases deployment management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Playwright tests at scale on Azure。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Custom log ingestion to Azure Monitor。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Custom log ingestion to Azure Monitor。

来自 Awesome Agent Skills「Skills by Microsoft」集合：OpenTelemetry export to Azure Monitor。

来自 Awesome Agent Skills「Skills by Microsoft」集合：OpenTelemetry export to Application Insights。

来自 Awesome Agent Skills「Skills by Microsoft」集合：One-line Application Insights setup。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Application Insights tracing and metrics。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Query Azure Monitor logs and metrics。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Query Azure Monitor logs and metrics。

来自 Awesome Agent Skills「Skills by Microsoft」集合：PostgreSQL Flexible Server connection。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cosmos DB resource provisioning。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Durable Task Scheduler management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：MySQL Flexible Server management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Playwright Testing workspace management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：PostgreSQL Flexible Server management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Azure Cache for Redis provisioning。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Azure SQL resource management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Full-text, vector, and hybrid search。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Full-text, vector, and hybrid search。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Vector/hybrid search with semantic ranking。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cryptographic key management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Cryptographic key management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Secret management for passwords and keys。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Enterprise messaging with queues and topics。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Enterprise messaging with queues and topics。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Messaging with queues and topics。

来自 Awesome Agent Skills「Skills by Microsoft」集合：REST speech-to-text for short audio。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Blob storage for file management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Blob object storage client。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Blob object storage client。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Blob upload, download, and management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Hierarchical data lake storage。

来自 Awesome Agent Skills「Skills by Microsoft」集合：SMB file share management。

来自 Awesome Agent Skills「Skills by Microsoft」集合：SMB file share operations。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Simple message queuing。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Queue message operations。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Real-time WebSocket pub/sub messaging。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Design well-architected Azure cloud systems。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Continual learning patterns for Azure AI。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Build applications powered by GitHub Copilot SDK。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Microsoft Entra Agent ID OAuth2 identities via Graph API。

来自 Awesome Agent Skills「Skills by Microsoft」集合：FastAPI routers with CRUD and auth。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Review and create distinctive frontend interfaces。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Dark-themed React with Tailwind and animations。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Structured GitHub issue reports from notes。

来自 Awesome Agent Skills「Skills by Microsoft」集合：M365, Teams, and Copilot Studio agents。

来自 Awesome Agent Skills「Skills by Microsoft」集合：M365, Teams, and Copilot Studio agents。

来自 Awesome Agent Skills「Skills by Microsoft」集合：M365, Teams, and Copilot Studio agents。

来自 Awesome Agent Skills「Skills by Microsoft」集合：MCP server creation guide for LLM tool integration。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Entra ID custom auth events handler。

来自 Awesome Agent Skills「Skills by Microsoft」集合：AI podcast audio with Azure OpenAI Realtime API。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Pydantic models for API schemas。

来自 Awesome Agent Skills「Skills by Microsoft」集合：React Flow node components with Zustand。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Guide for creating effective skills for AI coding agents。

来自 Awesome Agent Skills「Skills by Microsoft」集合：Zustand stores with middleware patterns。

来自 Awesome Agent Skills「Official Claude Skills」集合：Generate Angular code and architectural guidance for components, services, reactivity。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create generative art using p5.js with seeded randomness。

来自 Awesome Agent Skills「Official Claude Skills」集合：Apply Anthropic's brand colors and typography to artifacts。

来自 Awesome Agent Skills「Official Claude Skills」集合：Design visual art in PNG and PDF formats。

来自 Awesome Agent Skills「Official Claude Skills」集合：Collaborative document editing and co-authoring。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create, edit, and analyze Word documents。

来自 Awesome Agent Skills「Official Claude Skills」集合：Frontend design and UI/UX development tools。

来自 Awesome Agent Skills「Official Claude Skills」集合：Write status reports, newsletters, and FAQs。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create MCP servers to integrate external APIs and services。

来自 Awesome Agent Skills「Official Claude Skills」集合：Extract text, create PDFs, and handle forms。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create, edit, and analyze PowerPoint presentations。

来自 Awesome Agent Skills「Official Claude Skills」集合：Guide for creating skills that extend Claude's capabilities。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create animated GIFs optimized for Slack size constraints。

来自 Awesome Agent Skills「Official Claude Skills」集合：Basic template for creating new skills。

来自 Awesome Agent Skills「Official Claude Skills」集合：Style artifacts with professional themes or generate custom themes。

来自 Awesome Agent Skills「Official Claude Skills」集合：Build complex claude.ai HTML artifacts with React and Tailwind。

来自 Awesome Agent Skills「Official Claude Skills」集合：Test local web applications using Playwright。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create, edit, and analyze Excel spreadsheets。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for Better Auth integration。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create authentication setup with Better Auth。

来自 Awesome Agent Skills「Official Claude Skills」集合：Email and password authentication with Better Auth。

来自 Awesome Agent Skills「Official Claude Skills」集合：Explain Better Auth error messages。

来自 Awesome Agent Skills「Official Claude Skills」集合：Organization management with Better Auth。

来自 Awesome Agent Skills「Official Claude Skills」集合：Better Auth authentication providers。

来自 Awesome Agent Skills「Official Claude Skills」集合：Two-factor authentication with Better Auth。

来自 Awesome Agent Skills「Official Claude Skills」集合：GitHub workflow patterns for PRs, code review, branching。

来自 Awesome Agent Skills「Official Claude Skills」集合：Performance optimization for React Native apps from Callstack。

来自 Awesome Agent Skills「Official Claude Skills」集合：React Native upgrade workflow: templates, dependencies, and common pitfalls。

来自 Awesome Agent Skills「Official Claude Skills」集合：Drop-in pandas replacement with ClickHouse performance across 16+ data sources。

来自 Awesome Agent Skills「Official Claude Skills」集合：In-process ClickHouse SQL engine for Python — query files, databases, and cloud storage without a server。

来自 Awesome Agent Skills「Official Claude Skills」集合：Design ClickHouse architectures and translate best practices into workload-specific decisions。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for working with ClickHouse。

来自 Awesome Agent Skills「Official Claude Skills」集合：Deploy to ClickHouse Cloud and migrate from local setups with clickhousectl。

来自 Awesome Agent Skills「Official Claude Skills」集合：Spin up a local ClickHouse development environment from zero with clickhousectl。

来自 Awesome Agent Skills「Official Claude Skills」集合：Connect AI agents to 1000+ external apps with managed authentication。

来自 Awesome Agent Skills「Official Claude Skills」集合：Integrate Firecrawl into application code for web search, scraping, extraction, and browser interaction。

来自 Awesome Agent Skills「Official Claude Skills」集合：Multi-step Firecrawl browser flows: clicks, form fills, pagination, and auth-aware navigation。

来自 Awesome Agent Skills「Official Claude Skills」集合：Set up Firecrawl credentials and SDK in a project for the first integration。

来自 Awesome Agent Skills「Official Claude Skills」集合：Integrate Firecrawl `/scrape` for single-page extraction from product code。

来自 Awesome Agent Skills「Official Claude Skills」集合：Integrate Firecrawl `/search` for query-first discovery with optional content hydration。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for developing Gemini-powered apps using the Gemini API。

来自 Awesome Agent Skills「Official Claude Skills」集合：Building apps with the Gemini Interactions API for text, chat, streaming, and image generation。

来自 Awesome Agent Skills「Official Claude Skills」集合：Building real-time bidirectional streaming apps with the Gemini Live API。

来自 Awesome Agent Skills「Official Claude Skills」集合：Developing Gemini-powered apps on Google Cloud Vertex AI using the Gen AI SDK。

来自 Awesome Agent Skills「Official Claude Skills」集合：Azure Verified Modules (AVM) certification standards for Terraform modules。

来自 Awesome Agent Skills「Official Claude Skills」集合：Scaffold a new Terraform provider project using the Plugin Framework。

来自 Awesome Agent Skills「Official Claude Skills」集合：Implement Terraform Provider Actions using the Plugin Framework。

来自 Awesome Agent Skills「Official Claude Skills」集合：Implement Terraform Provider resources and data sources using the Plugin Framework。

来自 Awesome Agent Skills「Official Claude Skills」集合：Acceptance test patterns for Terraform providers using terraform-plugin-testing。

来自 Awesome Agent Skills「Official Claude Skills」集合：Transform monolithic Terraform configurations into reusable modules。

来自 Awesome Agent Skills「Official Claude Skills」集合：Run acceptance tests for Terraform providers using Go's test runner。

来自 Awesome Agent Skills「Official Claude Skills」集合：Discover existing cloud resources and bulk import them into Terraform state。

来自 Awesome Agent Skills「Official Claude Skills」集合：Manage infrastructure across multiple environments, regions, and cloud accounts。

来自 Awesome Agent Skills「Official Claude Skills」集合：Generate Terraform HCL code following HashiCorp's official style conventions。

来自 Awesome Agent Skills「Official Claude Skills」集合：Built-in testing framework for Terraform configurations with .tftest.hcl files。

来自 Awesome Agent Skills「Official Claude Skills」集合：Claimable Postgres database provisioning with Neon。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for Neon Serverless Postgres。

来自 Awesome Agent Skills「Official Claude Skills」集合：Optimize Neon Postgres egress and data transfer。

来自 Awesome Agent Skills「Official Claude Skills」集合：Programmatic video creation with React。

来自 Awesome Agent Skills「Official Claude Skills」集合：Discover, compare, and run AI models using Replicate's API。

来自 Awesome Agent Skills「Official Claude Skills」集合：Content A/B testing and experimentation workflows。

来自 Awesome Agent Skills「Official Claude Skills」集合：Guidelines for designing scalable content models in Sanity。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for Sanity Studio, GROQ queries, and content workflows。

来自 Awesome Agent Skills「Official Claude Skills」集合：SEO and answer engine optimization patterns for content sites。

来自 Awesome Agent Skills「Official Claude Skills」集合：Best practices for building Stripe integrations。

来自 Awesome Agent Skills「Official Claude Skills」集合：Upgrade Stripe SDK and API versions。

来自 Awesome Agent Skills「Official Claude Skills」集合：PostgreSQL best practices for Supabase。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird project guidelines for datasources, pipes, endpoints, and SQL。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird CLI usage guidelines and commands。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird Python SDK usage guidelines。

来自 Awesome Agent Skills「Official Claude Skills」集合：Tinybird TypeScript SDK usage guidelines。

来自 Awesome Agent Skills「Official Claude Skills」集合：Multi-channel notifications via email, SMS, push, and chat。

来自 Awesome Agent Skills「Official Claude Skills」集合：Create, schedule, and publish social media content across X, LinkedIn, Threads, Bluesky, and Mastodon。

来自 Awesome Agent Skills「Official Claude Skills」集合：Project setup guide with CLI and manual steps。

来自 Awesome Agent Skills「Official Claude Skills」集合：Architecture and usage patterns for agents, workflows, memory, and servers。

来自 Awesome Agent Skills「Official Claude Skills」集合：Reference for the VoltAgent class options and lifecycle methods。

来自 Awesome Agent Skills「Official Claude Skills」集合：Lookup embedded docs from @voltagent/core for version-matched documentation。

来自 Awesome Agent Skills「Development and Testing」集合：Opinionated project initialization with security-first guardrails, spec-driven atomic todos, LLM testing patterns, and CLI tool orchestration (gh, vercel, supabase)。

来自 Awesome Agent Skills「Development and Testing」集合：Terraform and OpenTofu patterns: testing, modules, state, CI/CD。

来自 Awesome Agent Skills「Development and Testing」集合：Modern SwiftUI best practices and iOS 26+ Liquid Glass adoption。

来自 Awesome Agent Skills「Development and Testing」集合：Three.js skills for creating 3D elements and interactive experiences。

来自 Awesome Agent Skills「Development and Testing」集合：Code review and PR autofix workflows for coding agents。

来自 Awesome Agent Skills「Development and Testing」集合：Control iOS Simulator。

来自 Awesome Agent Skills「Development and Testing」集合：UX and design system skills: hierarchy, typography, accessibility, interactions。

来自 Awesome Agent Skills「Development and Testing」集合：Modern Swift/SwiftUI best practices。

来自 Awesome Agent Skills「Development and Testing」集合：300+ design rules from Apple HIG, Material Design 3, and WCAG 2.2 for cross-platform apps。

来自 Awesome Agent Skills「Development and Testing」集合：Rails 8 conventions for consistent production code changes。

来自 Awesome Agent Skills「Development and Testing」集合：A skills governed plug-and-play harness for staged, test-driven skill orchestration。

来自 Awesome Agent Skills「Development and Testing」集合：Git and GitHub workflow skills for commits, PRs, and code reviews。

来自 Awesome Agent Skills「Development and Testing」集合：Evidence-driven method pack for AI coding agents。

来自 Awesome Agent Skills「Development and Testing」集合：Build annotation interfaces for reviewing LLM traces。

来自 Awesome Agent Skills「Development and Testing」集合：Systematically identify failure modes in LLM pipelines。

来自 Awesome Agent Skills「Development and Testing」集合：Audit LLM eval pipelines and surface problems。

来自 Awesome Agent Skills「Development and Testing」集合：Evaluate RAG retrieval and generation quality。

来自 Awesome Agent Skills「Development and Testing」集合：Create diverse synthetic test inputs for LLM evals。

来自 Awesome Agent Skills「Development and Testing」集合：Calibrate LLM judges against human labels。

来自 Awesome Agent Skills「Development and Testing」集合：Design LLM-as-Judge evaluators for subjective criteria。

来自 Awesome Agent Skills「Development and Testing」集合：Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent。

来自 Awesome Agent Skills「Development and Testing」集合：Opinionated, evolving constraints to guide agents when building interfaces。

来自 Awesome Agent Skills「Development and Testing」集合：Swift Server development guidance with linting tool for best practices。

来自 Awesome Agent Skills「Development and Testing」集合：Web fuzzing with ffuf。

来自 Awesome Agent Skills「Development and Testing」集合：Collaborate with Codex from Claude Code。

来自 Awesome Agent Skills「Development and Testing」集合：Browser automation with Playwright。

来自 Awesome Agent Skills「Development and Testing」集合：TestMu AI (Formerly LambdaTest) Skills is a curated collection of Agent Skills that teach AI coding assistants how to write production-grade test automation。

来自 Awesome Agent Skills「Development and Testing」集合：High-agency frontend skill that gives AI good taste with tunable design variance, motion intensity, and visual density to stop generic UI slop。

来自 Awesome Agent Skills「Development and Testing」集合：Interactive codebase knowledge graphs via multi-agent LLM analysis。

来自 Awesome Agent Skills「Development and Testing」集合：Handle long-context tasks (100+ files, 50k+ tokens) through recursive decomposition strategies based on RLM research。

来自 Awesome Agent Skills「Development and Testing」集合：17 dev workflow skills: PRD writing, TDD, codebase architecture, git guardrails, issue triage, refactoring plans, and more。

来自 Awesome Agent Skills「Development and Testing」集合：11 skills by Matteo Collina: Node.js, Fastify, TypeScript, OAuth, Git/GitHub, ESLint neostandard, documentation (Diataxis), Node.js core internals, skill optimizer, and more。

来自 Awesome Agent Skills「Development and Testing」集合：Skills that let agents code and test against your Kubernetes cluster using mirrord。

来自 Awesome Agent Skills「Development and Testing」集合：753 cybersecurity skills across 38 domains: cloud security, pentesting, red teaming, DFIR, malware analysis, threat intel, and more (MITRE ATT&CK mapped)。

来自 Awesome Agent Skills「Development and Testing」集合：Generate hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, and PNG export. Works with Claude Code, Codex, Gemini CLI, and any agent supporting standard skill paths。

来自 Awesome Agent Skills「Development and Testing」集合：Comprehensive PR code review using specialized agents: bug-hunter, security-auditor, code-quality-reviewer, contracts-reviewer, historical-context-reviewer, test-coverage-reviewer。

来自 Awesome Agent Skills「Development and Testing」集合：Domain-driven development skills that also include Clean Architecture, SOLID principles, and design patterns。

来自 Awesome Agent Skills「Development and Testing」集合：Applies continuous improvement methodology with multiple analytical approaches, based on Japanese Kaizen philosophy and Lean methodology。

来自 Awesome Agent Skills「Development and Testing」集合：Self-refinement loop that forces the LLM to reflect on previous output and correct itself。

来自 Awesome Agent Skills「Development and Testing」集合：Dispatches independent subagents for individual tasks with code review checkpoints between iterations for rapid, controlled development。

来自 Awesome Agent Skills「Development and Testing」集合：Spec-driven development workflow that transforms prompts into production-ready implementations through structured planning, architecture design, and LLM-as-a-Judge based quality gates。

来自 Awesome Agent Skills「Development and Testing」集合：UI/UX design patterns and best practices。

来自 Awesome Agent Skills「Development and Testing」集合：Human-like TTS workflows with local/cloud APIs and app delivery。

来自 Awesome Agent Skills「Development and Testing」集合：Create and manage command structures。

来自 Awesome Agent Skills「Development and Testing」集合：Manage conditional pauses or delays。

来自 Awesome Agent Skills「Development and Testing」集合：Complete Git code branches。

来自 Awesome Agent Skills「Development and Testing」集合：Process and incorporate code feedback。

来自 Awesome Agent Skills「Development and Testing」集合：Initiate code review processes。

来自 Awesome Agent Skills「Development and Testing」集合：Investigate and identify fundamental problems。

来自 Awesome Agent Skills「Development and Testing」集合：Development using multiple sub-agents。

来自 Awesome Agent Skills「Development and Testing」集合：Methodical problem-solving in code。

来自 Awesome Agent Skills「Development and Testing」集合：Write tests before implementing code。

来自 Awesome Agent Skills「Development and Testing」集合：Identify ineffective testing practices。

来自 Awesome Agent Skills「Development and Testing」集合：Collaborative testing approaches。

来自 Awesome Agent Skills「Development and Testing」集合：Manage multiple Git working trees。

来自 Awesome Agent Skills「Development and Testing」集合：Validate work before finalizing。

来自 Awesome Agent Skills「Development and Testing」集合：Develop and document capabilities。

来自 Awesome Agent Skills「Development and Testing」集合：Pairwise test generation。

来自 Awesome Agent Skills「Development and Testing」集合：Skills for building and running software startups, apps, and SaaS。

来自 Awesome Agent Skills「Development and Testing」集合：Audit iOS App against Accessibility norms。

来自 Awesome Agent Skills「Development and Testing」集合：Analyze Rails apps and provide upgrade assessments。

来自 Awesome Agent Skills「Development and Testing」集合：AI-powered incident response with ML similarity matching, solution suggestions, and on-call coordination. Requires [Rootly MCP Server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server)。

来自 Awesome Agent Skills「Development and Testing」集合：Automate App Store deployments and management using ASC CLI。

来自 Awesome Agent Skills「Development and Testing」集合：Autonomous multi-step research using Gemini Deep Research Agent。

来自 Awesome Agent Skills「Development and Testing」集合：Execute safe read-only SQL queries against PostgreSQL databases。

来自 Awesome Agent Skills「Development and Testing」集合：Vector-powered CLI for semantic file search with a Claude/Codex skill。

来自 Awesome Agent Skills「Development and Testing」集合：Generate marketing screenshots with Playwright。

来自 Awesome Agent Skills「Development and Testing」集合：Self-improving task orchestration for AI agent systems。

来自 Awesome Agent Skills「Development and Testing」集合：Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes。

来自 Awesome Agent Skills「Development and Testing」集合：70+ production-tested Playwright automation testing patterns: E2E, POM, CI/CD, migrations, CLI。

来自 Awesome Agent Skills「Development and Testing」集合：Scan iOS/macOS projects to catch common mistakes that lead to App Store rejection before submission。

来自 Awesome Agent Skills「Development and Testing」集合：Anti-over-engineering skill with 5 variants and 10 platforms。

来自 Awesome Agent Skills「Development and Testing」集合：Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits。

来自 Awesome Agent Skills「Development and Testing」集合：Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting。

来自 Awesome Agent Skills「Development and Testing」集合：Cost-optimized model routing based on task complexity。

来自 Awesome Agent Skills「Development and Testing」集合：AWS development with infrastructure automation and cloud architecture patterns。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Analyze A/B test results with statistical significance and recommendations。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Prioritize feature requests by theme, impact, effort, and risk。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Ansoff Matrix analysis across 4 growth strategy quadrants。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify the first beachhead market segment for product launch。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Design experiments to test assumptions for existing products。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Design lean pretotypes for new product validation。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm product ideas from PM, Designer, Engineer perspectives。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm feature ideas for new products in early discovery。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm team OKRs aligned with company objectives。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate Business Model Canvas with all 9 building blocks。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Cohort retention curves, feature adoption, and segment insights。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create sales-ready battlecards against specific competitors。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Analyze competitors with strengths, weaknesses, and differentiation。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create a PRD with 8-section template covering problem to release。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Map customer journeys with touchpoints, emotions, and opportunities。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Draft NDAs covering information types, jurisdiction, and clauses。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate realistic dummy datasets in CSV, JSON, or SQL。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify grammar and flow errors with targeted fix suggestions。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify growth loops across 5 flywheel types for traction。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify best GTM motions across 7 types including PLG and ABM。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create GTM strategy with channels, messaging, and launch timeline。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify ICP with demographics, behaviors, and JTBD。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify risky assumptions across Value, Usability, Viability, Feasibility。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify risky assumptions for new products across 8 risk categories。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create structured customer interview scripts with JTBD probing。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create job stories with acceptance criteria in JTBD format。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate Lean Canvas with problem, solution, UVP, and metrics。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Identify 3-5 customer segments with JTBD and product fit。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Estimate TAM, SAM, SOM with top-down and bottom-up approaches。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate 5 creative, cost-effective marketing ideas with rationale。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Define product metrics dashboard with sources and alert thresholds。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm 3-5 monetization strategies with validation experiments。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Define North Star Metric and input metrics constellation。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Build Opportunity Solution Trees based on Teresa Torres' method。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Transform output roadmaps into outcome-focused strategic plans。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：PESTLE analysis across Political, Economic, Social, Tech, Legal, Environmental。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Porter's Five Forces competitive analysis with strategic insights。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm positioning ideas differentiated from competitors。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Run pre-mortem risk analysis on PRDs and launch plans。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Design pricing strategies with competitive analysis and WTP estimation。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Reference guide to 9 prioritization frameworks with templates。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Prioritize assumptions with Impact × Risk matrix and experiments。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Prioritize backlog by impact, effort, risk, and strategic alignment。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Draft privacy policies with GDPR compliance considerations。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm 5 memorable product names aligned to brand values。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create product strategy using 9-section Product Strategy Canvas。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Brainstorm inspiring, achievable product vision statements。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate user-facing release notes from tickets or changelogs。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Facilitate structured sprint retrospectives with action items。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：PM resume review against 10 best practices including XYZ+S formula。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Analyze user feedback with sentiment scores and JTBD insights。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Plan sprints with capacity, story selection, and risk mapping。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate SQL queries from natural language across major dialects。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Build stakeholder maps with power/interest grid and comms plan。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate Startup Canvas combining Product Strategy and Business Model。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Summarize interview transcripts with JTBD and action items。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Summarize meeting transcripts into structured notes and actions。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：SWOT analysis with actionable recommendations per quadrant。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create comprehensive test scenarios from user stories。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create 3 user personas with JTBD, pains, and gains。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Segment users by behavior, JTBD, and needs from feedback data。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create INVEST-compliant user stories with 3 C's structure。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Generate value prop statements for marketing, sales, and onboarding。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Design value propositions using 6-part JTBD template。

来自 Awesome Agent Skills「Product Management Skills by Pawel Huryn」集合：Create backlog items in Why-What-Acceptance format。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Evaluate channels using unit economics and recommend scale/test/kill decisions。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Assess automation vs. redesign opportunities across five competencies。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Navigate the PM→Director mindset shift covering scope, time horizons, and failure modes。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Diagnose SaaS health, identify red flags, and prioritize recovery actions。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Deep-dive competitor or company analysis。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Diagnose context stuffing vs. engineering and guide memory and retrieval design。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Map customer experience across touchpoints using the NNGroup framework。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Guide journey mapping sessions with pain point identification。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Coach the PM→Director transition across four key situations。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Plan customer interviews using Mom Test style based on research goals。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Full discovery cycle: frame problem → research → synthesize → validate (3-4 weeks)。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Communicate product or feature deprecation gracefully。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Split epics into stories using Richard Lawrence's 9 splitting patterns。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Turn initiatives into testable hypotheses with measurable success metrics。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：30-60-90 day diagnostic playbook for VP/CPO onboarding transitions。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Evaluate features using ROI and strategic value scoring。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Evaluate pricing changes using financial impact analysis。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Reference guide for 32+ SaaS finance metrics with formulas and benchmarks。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Understand customer objectives using the JTBD framework。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Set up hypothesis-driven planning using Jeff Gothelf's Lean UX Canvas v2。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Generate opportunities and solutions and recommend proof-of-concept tests。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Analyze external factors across Political, Economic, Social, Tech, Environmental, and Legal dimensions。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Define lightweight validation experiments to test hypotheses。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Recommend prototype type: Feasibility, Task-Focused, Narrative, Synthetic, or Vibe。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Define target audience, problem solved, and differentiation using Geoffrey Moore's framework。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Guide positioning definition with adaptive discovery questions。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Structured PRD process: problem → personas → solution → metrics → stories (2-4 days)。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Clarify product vision with a future press release using Amazon's Working Backwards method。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Recommend the right prioritization framework (RICE, ICE, Kano, etc.) for your situation。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Lead through MITRE Problem Framing: Look Inward, Outward, and Reframe。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Frame customer problems with evidence before jumping to solutions。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Full strategy session: positioning → framing → exploration → roadmap (2-4 weeks)。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Create hypothesis-driven personas before conducting full research。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Document AI-powered product recommendations。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Strategic roadmap process: inputs → epics → prioritize → sequence → communicate (1-2 weeks)。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Calculate unit economics and capital efficiency including CAC, LTV, payback, and Rule of 40。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Track revenue, retention, and growth metrics including MRR/ARR, churn, NRR, and expansion。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Meta workflow for authoring skills: choose path → validate → update docs → package。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Visualize user journeys with 6-frame narrative storyboards。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Project market size with real-world data and citations。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Write user stories with acceptance criteria using Mike Cohn and Gherkin formats。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Organize stories by user workflow using Jeff Patton's story mapping approach。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Walk through creating story maps with backbone and release slices。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Break down large stories using 8 proven splitting patterns。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Coach the Director→VP/CPO transition including a CEO interview framework。

来自 Awesome Agent Skills「Product Manager Skills by Dean Peters」集合：Add step-by-step facilitation with numbered recommendations to any workshop。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Build, review, and architect ASP.NET Core apps (Blazor, MVC, Minimal APIs, etc.)。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Build, scaffold, and troubleshoot ChatGPT Apps SDK apps with MCP server and widget UI。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Deploy apps to Cloudflare using Workers, Pages, and platform services。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Build and test web games iteratively using Playwright with time-stepping。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Read, create, and edit .docx documents with formatting and layout fidelity。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Use the Figma MCP server to fetch design context and translate nodes into production code。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Connect Figma design components to code components using Code Connect。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Rules for implementing Figma designs using the Figma MCP server。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Create a new blank Figma file or FigJam file。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Translate app pages and layouts into Figma using design system tokens。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Build or update a professional-grade design system in Figma from a codebase。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Translate Figma designs into production-ready code with 1:1 visual fidelity。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Prerequisite skill for every use_figma tool call — write/read actions in Figma context。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Create visually strong landing pages, websites, and app UIs with restrained composition。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Address review and issue comments on open GitHub PRs via CLI。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Debug and fix failing GitHub Actions PR checks using log inspection。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Generate and edit images using OpenAI's Image API for projects。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Create clean, reproducible Jupyter notebooks for experiments and tutorials。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Manage issues, projects, and team workflows in Linear。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Automate Netlify deployments with CLI auth, linking, and environment support。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Convert conversations into structured, searchable Notion wiki entries。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Prep meetings by pulling Notion context and tailoring agendas。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Research Notion content and synthesize findings into structured briefs。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Convert Notion specs into linked implementation plans and tasks。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Provide authoritative guidance from OpenAI developer documentation。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Read, create, and review PDFs with layout and visual formatting integrity。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Automate real browser interactions for navigation, forms, and scraping。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Persistent browser and Electron interaction via js_repl for iterative UI debugging。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Deploy applications to Render's cloud platform using Git-backed services。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Capture desktop, app windows, or pixel regions across OS platforms。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Review code for language-specific security vulnerabilities。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Map people-to-file ownership, compute bus factor, and identify risks。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Generate repo-specific threat models identifying trust boundaries。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Inspect Sentry issues, summarize production errors, and pull health data。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Create and edit .pptx presentation decks with PptxGenJS。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Generate, remix, and manage short video clips via OpenAI's Sora API。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Generate spoken audio from text using OpenAI's API with built-in voices。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Create, edit, analyze, and visualize spreadsheets with formulas。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Transcribe audio files to text with optional speaker diarization。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Deploy applications and websites to Vercel with preview or production options。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Bootstrap and develop modern WinUI 3 desktop apps with C# and Windows App SDK。

来自 Awesome Agent Skills「Skills by OpenAI」集合：Stage, commit, push code, and open a GitHub pull request via CLI。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Orchestrate multiple AI CLI agents with automations and MCP servers。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Translate books (PDF/DOCX/EPUB) via parallel sub-agents with resume。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Senior PM agent with 30+ frameworks and SaaS metrics。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Bootstrapped CFO financial management inspired by Charlie Munger。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Build WhatsApp automations with workflows and agents。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Connect WhatsApp, set up webhooks, and send messages。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Debug WhatsApp delivery issues and run health checks。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Minimal, low-friction hierarchical memory system with background agents and filesystem-based persistence。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Extract text, tables, and metadata from 62+ document formats。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Research any topic across Reddit, X, YouTube, HN, Polymarket, and the web, ranked by upvotes, likes, and real money instead of editors。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Applies the famous *The Elements of Style* book principles to make documentation and writing clearer and more professional by eliminating wordiness and improving structure。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Skills for working with Notion。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Generate and explore ideas。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Coordinate multiple simultaneous agents。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Implement and run strategic plans。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Distribute and communicate capabilities。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Lab environment for Claude superpowers。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Leverage core platform capabilities。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Create strategic documentation。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Claude skills for founders with packaged startup workflows。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：AI-powered PPT generation with document analysis and styled images。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：YouTube clip generation and editing with automated workflows。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：371 tax classification skills across 134 countries。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：20 specialized skills for resume optimization, ATS analysis, interview prep, and career transitions。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Interact with NotebookLM for document-based conversations。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Document processing with Nutrient DWS API: convert (PDF/DOCX/XLSX/PPTX/HTML/images), extract text/tables, OCR (20+ languages), redact PII (pattern + AI), watermark, digital signatures, form filling. [MCP server](https://www.npmjs.com/package/@nutrient-sdk/dws-mcp-server) also available。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Agent skills for solopreneurs with SEO, geo, and LLM tools。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Transform docs or codebases into Obsidian StudyVaults with interactive quizzes。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：14-skill collection for AI-powered job search: JD evaluation with A-F scoring, ATS-optimized PDF generation, portal scanners (Greenhouse/Ashby/Lever), interview prep with STAR+R, batch processing, and a Go dashboard TUI。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Generate comprehensive project documentation。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Manage Linear issues, projects, and teams。

来自 Awesome Agent Skills「Productivity and Collaboration」集合：Generate animation-rich HTML presentations with visual style previews。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Plan and implement A/B tests or experiments for any digital experience。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Generate and iterate ad creative including headlines, descriptions, and primary text。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Optimize content to appear in AI-generated answers and LLM search results。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Set up and audit analytics tracking and measurement pipelines。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Build cancellation flows, save offers, and recover failed payments。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Write B2B cold emails and follow-up sequences that convert。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Build competitor comparison and alternative landing pages for SEO。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Plan content strategy and decide what topics and formats to prioritize。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Edit and improve existing marketing copy for clarity and impact。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Write and rewrite marketing copy for landing pages, homepages, and ads。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Build email sequences, drip campaigns, and lifecycle email flows。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Optimize lead capture and contact forms to improve conversion。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Plan and build free tools for lead generation and SEO value。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Plan product launches, feature announcements, and go-to-market strategies。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Generate marketing strategies and campaign ideas for SaaS products。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Apply psychological principles and behavioral science to copy and design。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Optimize post-signup onboarding and user activation to improve time-to-value。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Improve conversion rates on any marketing page including homepages and landing pages。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Create and optimize paid campaigns on Google, Meta, LinkedIn, and more。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Design and optimize upgrade screens, paywalls, and upsell modals。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Create and optimize popups, modals, and slide-ins for conversions。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Define pricing, packaging, and monetization strategy for SaaS products。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Create and maintain a product marketing context document for consistent messaging。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Build SEO-driven page templates for large-scale content generation。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Design and optimize referral, affiliate, and word-of-mouth programs。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Streamline revenue operations, lead lifecycle, and marketing-to-sales handoff。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Create pitch decks, one-pagers, objection handling docs, and demo scripts。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Add and optimize schema markup and structured data for better SEO。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Audit and diagnose technical and on-page SEO issues on a site。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Optimize signup, registration, and trial activation flows for higher conversion。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Plan and restructure page hierarchy, navigation, and URL structure。

来自 Awesome Agent Skills「Marketing Skills by Corey Haines」集合：Create and schedule social media content for LinkedIn, Twitter/X, and Instagram。

来自 Awesome Agent Skills「Specialized Domains」集合：AI-powered KiCad electronics design review and analysis。

来自 Awesome Agent Skills「Specialized Domains」集合：Helps write secure code by preventing common vulnerabilities including IDOR, XSS, SQL injection, SSRF, and weak authentication, approaching code from a bug hunter's perspective。

来自 Awesome Agent Skills「Specialized Domains」集合：Full-lifecycle AI music album production。

来自 Awesome Agent Skills「Specialized Domains」集合：Harness-enforced business research for Claude Code and Codex。

来自 Awesome Agent Skills「Specialized Domains」集合：Epistemic quality verification for RAG systems。

来自 Awesome Agent Skills「Specialized Domains」集合：Ship Solana apps end-to-end; transaction sending, asset queries, real-time streaming, token swaps, prediction markets, browser wallets, and deep research into protocol internals all powered by Helius APIs, DFlow trading, and Phantom wallet integrations。

来自 Awesome Agent Skills「Specialized Domains」集合：11 skills for the Honeydew semantic layer over Snowflake, Databricks, and BigQuery: model exploration, entity/relation/attribute/metric/context/domain creation, validation, query, filtering, and workspace branching。

来自 Awesome Agent Skills「Specialized Domains」集合：A health assistant skill for medical information analysis, symptom tracking, and wellness guidance。

来自 Awesome Agent Skills「Specialized Domains」集合：SMS messaging integration。

来自 Awesome Agent Skills「Specialized Domains」集合：Scientific research and analysis skills。

来自 Awesome Agent Skills「Specialized Domains」集合：Supercharge and manage Home Assistant workflows。

来自 Awesome Agent Skills「Specialized Domains」集合：Curated agent skills for automating legal workflows。

来自 Awesome Agent Skills「Specialized Domains」集合：Agent skills for computational materials science: numerical stability, time-stepping, linear solvers, mesh generation, simulation validation, parameter optimization, and post-processing。

来自 Awesome Agent Skills「Specialized Domains」集合：Color science expert skill with 286K words of reference material covering OKLCH/OKLAB, palette generation, accessibility/contrast, color naming, pigment mixing, and historical color theory。

来自 Awesome Agent Skills「Specialized Domains」集合：Native macOS app access — manage Apple Reminders, Calendar, Contacts, Notes, Mail, and tmux sessions via Swift CLI bridges。

来自 Awesome Agent Skills「Specialized Domains」集合：Windows 11 system management。

来自 Awesome Agent Skills「Specialized Domains」集合：Multi-layered security approaches。

来自 Awesome Agent Skills「Specialized Domains」集合：20-module AI research skill library for model architecture, training, and ML paper writing。

来自 Awesome Agent Skills「Specialized Domains」集合：Genealogy research agent with OCR, FamilySearch, YAML data, and human-in-the-loop。

来自 Awesome Agent Skills「Specialized Domains」集合：Security skill suite with drift detection, automated audits, and skill integrity verification。

来自 Awesome Agent Skills「Specialized Domains」集合：Apple Human Interface Guidelines as 14 agent skills covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, visionOS, watchOS, and tvOS。

来自 Awesome Agent Skills「Specialized Domains」集合：Generate images using Google Gemini's API。

来自 Awesome Agent Skills「Specialized Domains」集合：Build security Blue Books for sensitive apps。

来自 Awesome Agent Skills「Specialized Domains」集合：Ecommerce CSV to business review with KPI decomposition。

来自 Awesome Agent Skills「Specialized Domains」集合：Russian text quality: ~1,040 rules for typography, info-style, editorial, UX writing, business correspondence. Cross-platform: Claude Code, Codex CLI, Gemini CLI, Cursor。

来自 Awesome Agent Skills「Specialized Domains」集合：Transloadit skill collection (6)。

来自 Awesome Agent Skills「Specialized Domains」集合：Realtime and batch video workflows: capture screen/audio, ingest URLs/YouTube/RTSP, transcribe, index, search, generate subtitles, edit timelines, and stream HLS output。

来自 Awesome Agent Skills「Specialized Domains」集合：Autonomous ML research with cross-model review loops and GPU deployment。

来自 Awesome Agent Skills「Specialized Domains」集合：77 AI research skills for model training, inference, and MLOps。

来自 Awesome Agent Skills「Specialized Domains」集合：AI-powered VMware vCenter/ESXi monitoring and operations: inventory queries, health/alarms, VM lifecycle (create, delete, snapshot, clone, migrate), vSAN management, Aria Operations analytics, and scheduled log scanning. Supports Claude Code, Gemini CLI, Codex, Aider, Trae, Kimi, and MCP。

来自 Awesome Agent Skills「Skills by Sentry team for their dev team.」集合：Full Sentry SDK setup for Android (Kotlin and Java)。

来自 Awesome Agent Skills「Skills by Sentry team for their dev team.」集合：Full Sentry SDK setup for browser JavaScript。

来自 Awesome Agent Skills「Skills by Sentry team for their dev team.」集合：Full Sentry SDK setup for Cloudflare Workers, Pages, Durable Objects, Queues, and Workflows。

来自 Awesome Agent Skills「Skills by Sentry team for their dev team.」集合：Full Sentry SDK setup for Apple platforms (iOS, macOS, tvOS, watchOS, visionOS)。