Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Immich Photo Manager

  by @davepoon

  Manage your self-hosted Immich photo library through conversation: natural language and OCR search, geographic album curation, duplicate detection, people and faces, metadata repair, video frames and PDF photobooks. 94 MCP tools…

• Github Automation

  by @davepoon

  Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.

• Domain Name Brainstormer

  by @davepoon

  Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

• Jira Automation

  by @davepoon

  Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.

• Game Security Research Rigor

  by @gmh5225

  Verify consequential or disputed game-security claims with primary sources, reproducible evidence, explicit trust boundaries, and calibrated uncertainty. Use alongside a domain skill when evidence quality affects the conclusion.

• Game Hacking Techniques

  by @gmh5225

  Classify game-cheat capabilities and their defensive implications across memory, injection, rendering, input, engines, kernels, DMA, and remote transports. Use for authorized threat modeling, not operational deployment.

• Windows Kernel Security

  by @gmh5225

  Analyze Windows driver trust, callbacks, IRQL, kernel memory, DSE, PatchGuard, VBS/HVCI, ETW, crash evidence, and build-specific internals for authorized game-security research.

• Reverse Engineering Tools

  by @gmh5225

  Analyze supplied game binaries, protection components, drivers, dumps, or traces through reproducible disassembly, decompilation, debugging, diffing, and interface reconstruction.

• Game Engine Resources

  by @gmh5225

  Analyze game-engine internals and select version-matched resources for Unreal, Unity, Source, Godot, or custom engines. Use for engine structure, object models, assets, SDK extraction, or editor/runtime boundaries.

• Game Supply Chain Security

  by @gmh5225

  Assess game build, launcher, update, distribution, mod, plugin, dependency, signing, provenance, and recovery trust. Use when release or content ingestion is the security boundary.

• Workflow Authoring

  by @letta-ai

  Reference for writing a Workflow tool script (script API and gotchas, pipeline-vs-barrier rules, quality patterns, worked examples). Load before authoring a script for a workflow the user already opted into; it does not itself…

• Reels Scripting

  by @charlie947

  Turn a reference Instagram Reel into a script for your own Reel, tuned to your voice and repurposed from your newsletter content. Takes a Reel URL or Notion reference link, uses Apify to scrape the video, sends it to Gemini 2.5…

• Hook Generator

  by @charlie947

  Generate 6 clickbait-style LinkedIn hook variations for any topic. Two-line hooks built on the formula: a 40-char opening line, a 40-char bold contrast line. Uses supplied numbers and genuine first-person experience when…

• Hithink Finance

  by @HiThink-Tech

  当用户或 Agent 需要通过同花顺金融数据服务获取、查询、同步、分析或导出 A 股行情、财报、估值、指数、板块、公募基金、期货、期权、特色数据或本地 DuckDB 数据，或需要选择、安装、配置、诊断 REST API、MCP、hithink-finance CLI、Python SDK/marketdb 时使用。

• Ambient Healthcare Agent With Nemotron Voice Agent

  by @NVIDIA

  Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.

• Proteinmpnn Nim

  by @NVIDIA

  Run ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone. Sends user-provided PDB files and design parameters to NVIDIA's hosted API, authenticated with an environment API key, or to a…

• Codonfm Score

  by @NVIDIA

  Validate, prepare, or run public CodonFM Encodon masked-codon variant scoring and review compatibility of its scoring workflows. Use only when the user explicitly requests CodonFM or Encodon, or that context is already…

• Codonfm Setup

  by @NVIDIA

  Set up the public CodonFM v1 repository and download public Encodon checkpoints. Use for requests to build or launch the CodonFM development container, configure local data/checkpoint mounts, verify GPU access, or download…

• Drug Discovery Pipeline

  by @NVIDIA

  NOTE: molecule and target inputs and your NGC_API_KEY are transmitted to external NVIDIA-hosted API endpoints on every call. Use local NIM containers for confidential or proprietary data. Run a complete computational drug…

• Swiftui Expert Skill

  by @AvdLee

  Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state and `@Observable` data flow, view composition, performance, lists, environment, localization, animation, Liquid Glass, and API migration.…

• Finance Ops

  by @ericosiu

  AI-powered financial analysis suite. Generates executive CFO briefings from QuickBooks exports (P&L, Balance Sheet, General Ledger, Cash Flow, etc.) with anomaly detection, burn rate, runway analysis, and scenario modeling. Also…

• Sidebar Prioritizer

  by @ericosiu

  Reset and prioritize the Codex task sidebar with work categories, P0–P4 priorities, and B7 labels for tasks inactive beyond seven days. Use for sidebar cleanup, confusing task lists, or refreshing follow-up priorities.

• Deck Generator

  by @ericosiu

  Generate professional presentations with AI-generated images. Use when asked to create a deck, presentation, pitch deck, or slides. Supports style presets (whiteboard, corporate, minimalist, etc). Uses Imagen 4.0 API for image…

• Apk Reverse

  by @newliver666

  Reverse engineer, debloat, de-ad, patch, or re-sign Android APKs, and analyze their runtime and server-side behaviour. Use for an .apk/.aab/.dex/.so sample, smali or dex patching, Frida hooking, repacking, ad or SDK removal, API…

• Verify Before Irreversible Action

  by @aiming-lab

  Use this skill before taking any action that is hard to reverse — deleting files, overwriting data, sending messages, pushing to remote, modifying production systems. Always pause, state what you are about to do, and confirm…

• Secrets Management

  by @aiming-lab

  Use this skill when handling API keys, passwords, tokens, private keys, or any sensitive credential. Never hardcode secrets in source code — apply this whenever the word "key", "token", "password", or "secret" appears in the task.

• Structured Step By Step Reasoning

  by @aiming-lab

  Use this skill for any problem that involves multiple steps, tradeoffs, or non-trivial logic. Think out loud before answering to improve accuracy and transparency. Apply whenever the answer is not immediately obvious.

• Codebase Navigation

  by @aiming-lab

  Use this skill when exploring an unfamiliar codebase, tracing code paths, or answering questions about how the system works. Read before writing, and build a mental model of the architecture before making changes.

• Agent Task Handoff

  by @aiming-lab

  Use this skill when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions. Write a self-contained task description so the receiving agent needs no prior context.

• Git Workflow

  by @aiming-lab

  Use this skill when working with git — making commits, creating branches, resolving merge conflicts, opening pull requests, or reviewing diffs. Apply whenever the user asks about version control operations.

• Avoid Acting On Assumptions

  by @aiming-lab

  Common mistake — proceeding with assumptions about ambiguous requirements instead of asking a clarifying question first. This skill reminds you to stop and ask before acting on uncertain interpretations.

• Debug Systematically

  by @aiming-lab

  Use this skill when diagnosing a bug, unexpected behavior, test failure, or any situation where code does not behave as expected. Follow a structured debugging process instead of randomly changing code.

• Structured Logging And Observability

  by @aiming-lab

  Use this skill when building production services, pipelines, or automation that needs to be debugged, monitored, or audited. Add structured logs, metrics, and health checks before shipping any service.

• Input Validation And Sanitization

  by @aiming-lab

  Use this skill when implementing any endpoint, form handler, CLI tool, or function that accepts external input. Validate and sanitize all untrusted data before processing — never assume input is safe.

• Avoid Scope Creep

  by @aiming-lab

  Common mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change. Only change what was explicitly asked.

• Robust Error Handling In Scripts

  by @aiming-lab

  Use this skill when writing shell scripts, Python automation, or any unattended batch job. Ensure failures are detected, logged, and handled — never silently ignored.

• Skill Wechat Publisher

  by @ZJU-REAL

  微信公众号文章自动创作与发布工具。给定参考文章、文字或文档，自动搜索整理全网相关信息、生成图文并茂的公众号文章，并发布到微信公众号草稿箱。特别强调反 AI 检测写作。 触发场景（沾边就用）：用户提到"公众号 / 微信文章 / 推文 / 公号 / 发文 / mp / 草稿箱 / 群发"，或要求把话题/文档/笔记写成公众号文章并发布到微信。

• Skill Xhs Publisher

  by @ZJU-REAL

  将图文/视频内容发布到小红书（XHS）。基于 Playwright + 持久化登录态，headless 即可运行， 流程与选择器移植自成熟开源实现 xiaohongshu-mcp（含发布成功校验、上传完成等待、话题联想绑定、 新旧发布按钮兼容、反检测）。适用场景：发布图文笔记、发布视频、扫码登录、发布前预检。

• Skill Post Scorer

  by @ZJU-REAL

  对社媒帖子草稿进行互动潜力评分，基于历史表现数据输出结构化评分卡。 当用户说"帖子打分""评分""这条能火吗""发布前评估""内容质量分""评分卡""草稿评估"时使用。 和 skill-topic-evaluator 的区别：evaluator 评还没做的选题潜力，本 SKILL 评已写好的草稿质量； 和 skill-social-performance-review 的区别：本 SKILL 评单条草稿（发布前），review 做月度组合复盘（发布后）。

• Skill News Intelligence

  by @ZJU-REAL

  聚合中文行业媒体、垂类资讯和平台商业动态，按创作者赛道过滤，生成结构化情报简报与可执行选题。 当用户说“行业资讯/深度情报、最近行业动态、每日简报、选题情报、财经/科技/AI 动态”时使用。 本 SKILL 做日级深度资讯；分钟级实时热搜与快速二创选题用 skill-trending-topics。

• Skill Event Calendar

  by @ZJU-REAL

  查询未来 N 天的节日、纪念日、电商节点、行业事件，为创作者提供内容蹭点。 覆盖中国节假日、国际节日、电商大促、行业展会、考试节点、体育赛事等。 当用户说"未来有什么节日"、"下个月有什么可以蹭"、"节点日历"、"营销日历"、 "有什么热点可以提前准备"、"内容日历节点"、"最近有什么节日"、 "什么时候有大促"、"节日营销"时触发。 和 skill-content-calendar 的区别：content-calendar 排内容发布日程，…

• Skill Xhs Comment Reply

  by @ZJU-REAL

  小红书评论互动运营：列出我的笔记、抓取某条笔记下的评论、按画像语气逐条回复、以及删除评论 （含自己发的回复）。基于 Playwright + 持久化登录态，headless 即可运行，与 skill-xhs-publisher 共用同一登录态。评论抓取走接口响应拦截（稳）；回复/删除走 DOM 文本定位（无坐标）+ 逐字符输入反检测； 带已回复去重、逐条间隔防风控、dry-run 预演。用 notes 列笔记或 fetch --url 贴链接，免手动拆…

• Template Library

  by @ZJU-REAL

  内容模板的保存、复用、管理。把成功的内容结构保存为模板，下次直接套用，支持模板分类和版本管理。 当用户说"保存模板"、"用模板"、"模板管理"、"模板列表"、"复用上次的结构"、 "常用模板"时使用。 与 post-formatter（帖子框架）的区别：post-formatter 提供通用营销框架（PAS/AIDA/BAB）， template-library 管理用户自己沉淀的个性化模板。 与…

• Skill Zhihu Answer

  by @ZJU-REAL

  知乎问答回答发布：在知乎问题下发布原创回答——搜热门问题、检查可答性、写内容、 Playwright 发布（绕 header 遮挡 + JS 遍历发布按钮）。当用户说"回答知乎问题""在知乎问答下回答" "发知乎回答""知乎答题""帮我回答这个知乎问题""批量回答知乎"时使用。与 skill-zhihu-publisher 区别：那个发**专栏文章**（zhuanlan），本 SKILL 专发**问答区的回答**；回答内容写作用制作层 SKILL…

• Skill My Account

  by @ZJU-REAL

  查询用户自己在 Easel 已登录的小红书、抖音、快手、知乎和视频号身份、粉丝、获赞、关注及作品列表。 当用户问“我登录了哪些号、我是谁、我的粉丝/获赞、我最近发了什么、我有哪些帖子”时，先用本 SKILL 查本地登录态，不要先向用户索要账号名或链接。 某条帖子的评论抓取与分析分别用 skill-xhs-comment-reply 和 skill-comment-insights。

• Skill Publish Scheduler

  by @ZJU-REAL

  批量定时发布排期：管理"内容 × 平台 × 发布时间"的排期表，导入排期、查看队列、计算到期项、 到期派发给各平台发布 SKILL、回填状态。当用户说"定时发布""批量发布""排期发布""发布队列" "按计划发""这几条按时间自动发""发布排期表""到点发布"时使用。调度逻辑纯脚本，实际发布委派平台 SKILL。

• Skill Short Link

  by @ZJU-REAL

  短链 + UTM 追踪：给内容/投放链接拼接 UTM 追踪参数（来源/媒介/活动）并缩短， 便于在小红书/抖音/公众号等追踪流量来源与活动效果。当用户说"短链""生成短链""缩短链接" "UTM""追踪链接""投放链接""带参数的链接""统计来源""tinyurl"时使用。用免 key 公共短链服务。

• Skill Douyin Upload

  by @ZJU-REAL

  将视频/图文内容发布到抖音（creator.douyin.com）。基于 Playwright + 持久化登录态，headless 即可运行， 流程与选择器移植自开源实现 douyin-upload-mcp-skill（含高清发布入口、切 tab、上传等转码、AI 封面、 发布成功 toast 校验、二维码登录）。适用场景：发布抖音视频、发布图文、扫码登录、发布前预检。

• Skill Rss Aggregator

  by @ZJU-REAL

  RSS/Newsletter 聚合：订阅一批博主/媒体/Newsletter 的 RSS/Atom 源，拉取最新条目， 按关键词与时间窗过滤、去重、按时间排序，产出选题/资讯摘要。当用户说"RSS""订阅源" "聚合资讯""追更博主""Newsletter""看看最近有什么新文章""汇总这些源的更新""feed"时使用。 纯标准库解析，无第三方依赖。

• Skill Kuaishou Upload

  by @ZJU-REAL

  快手视频发布：把竖版短视频发布到快手创作者中心。当用户说"发快手""上传快手""快手投稿" "发布到快手""快手视频发布"时使用。基于通用浏览器发布框架（Playwright + 登录态持久化）。

• Skill Zhihu Publisher

  by @ZJU-REAL

  知乎发布：把文章发布到知乎专栏（也可用于回答草稿）。当用户说"发知乎""知乎发布" "发布知乎文章""知乎专栏""投知乎"时使用。基于通用浏览器发布框架（Playwright + 登录态持久化）。

• Doca Devemu

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Device Emulation on a BlueField DPU — exposing a custom emulated PCIe device the host sees as a real peripheral while DPU-side code runs the backend, picking the sub-library…

• Doca Telemetry

  by @NVIDIA

  Use this skill to read DOCA hardware-counter events from a `doca_dev` through the per-domain Telemetry reader libraries: `doca_telemetry_pcc`, `_dpa`, `_diag`, `_adp_retx`, `_phy`, and `_pci`. It covers capability checks,…

• Doca Flow Perf

  by @NVIDIA

  Use this skill when the user is measuring the host or DPU-CPU control-plane rate of a DOCA Flow pipeline with doca_flow_perf — picking a JSON policy from configs/, choosing the DPDK or DOCA backend, running the single-iteration…

• Doca Flow Tune

  by @NVIDIA

  Use this skill when the user is tuning a live or captured `doca-flow` pipeline with `doca_flow_tune` — snapshotting pipe / counter / KPI state, picking a tuning axis (rule placement, resource hints / table sizing, HW-offload…

• Doca Spcx Cc

  by @NVIDIA

  Use this skill when the user is invoking `doca_spcx_cc` (the host-side CLI under /opt/mellanox/doca/tools/) to load, parameterize, start, observe, or stop a Programmable Congestion Control (SPCX) algorithm on a BlueField with a…

• Doca Socket Relay

  by @NVIDIA

  Use this skill when the operator is driving the DOCA Socket Relay to bridge a socket-oriented host application onto a BlueField DPU peer without rewriting it — picking the deployment shape (in-process, sidecar, or BlueField…

• Doca Sha

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA SHA programming — offloading SHA-1, SHA-256, or SHA-512 hashing onto a BlueField DPU or ConnectX accelerator, picking between one-shot `doca_sha_task_hash` and incremental…

• Doca Flow Dpa Provider

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Flow DPA Provider work — exporting a `doca-flow` pipe or external resource (index-selector/memory) into BlueField DPA address space so a DPACC-built kernel can read counters,…

• Doca Dpa Hl Tracer

  by @NVIDIA

  Use this skill when the user runs doca_dpa_hl_tracer to capture/decode DPA-side traces at the programming-events layer (kernel entry/exit, sync points, comm primitive calls, RDMA WR submission, completion drain) — picking TRACE…

• Doca Rmax

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Rivermax work on a BlueField DPU or ConnectX host — standing up `doca_rmax_in_stream` (receive) sessions for timing-precise media-over-IP (SMPTE ST 2110 video/audio, market…

• Doca Pcc Ztr Rttcc Algo

  by @NVIDIA

  Use this skill when the user is doing hands-on deployment, tuning, or evaluation of the DOCA-shipped Zero-Touch RoCE RTT-based Congestion Control (ZTR RTTCC) reference algorithm on a BlueField-3 DPA — wiring…

• Doca Firefly

  by @NVIDIA

  Use this skill when the user is operating the DOCA Firefly Service container on BlueField — picking the four PTP configuration axes (role / profile / domain / interface), wiring the BlueField PHC + host follower + consumer…

• Doca Gpunetio

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA GPUNetIO programming — wiring a CUDA kernel on an NVIDIA GPU to a doca-eth queue via doca_gpu_eth_rxq / doca_gpu_eth_txq, standing up the per-CUDA-device doca_gpu context,…

• Doca Mgmt

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Management programming against BlueField / ConnectX devices — standing up a management or representor context (doca_mgmt_dev_ctx / doca_mgmt_dev_rep_ctx), querying device caps…

• Doca Telemetry Exporter

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Telemetry Exporter programming on a host where DOCA is installed — defining a doca_telemetry_exporter_schema and event types, creating sources, picking a publish surface (typed…

• Doca Flow Dpa Perf

  by @NVIDIA

  Use this skill when the user is invoking doca_flow_dpa_perf on DPA-capable hardware (ConnectX-7 minimum supported, ConnectX-8 recommended, or BlueField-3) to measure rule update / disable rates on the DPA-offloaded DOCA Flow…

• Doca Dma

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA DMA programming — bringing up a doca_dma context, configuring the single doca_dma_task_memcpy task type, sizing buffers via the doca_dma_cap_task_memcpy_* queries, setting…

• Doca Gpi

  by @NVIDIA

  Use this skill for hands-on DOCA GPI programming — wiring a GPU-Packet-Initiator context so a CUDA kernel drives RDMA queues directly from GPU memory without host CPU mediation. Covers picking GPI vs doca-gpunetio, the doca_gpi…

• Doca Flow Grpc Server

  by @NVIDIA

  PLAINTEXT-ONLY: the shipped `doca_flow_grpc` server uses `grpc::InsecureServerCredentials()` with NO TLS / mTLS / token-auth knob on the binary — transport security must come from external infrastructure (e.g. an mTLS proxy /…

• Doca Rdma

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA RDMA programming on a BlueField DPU, ConnectX NIC, or DOCA host — bringing up an RDMA context on a doca_dev, picking a connection method (RDMA CM, bridge/OOB, or gRPC exchange…

• Doca Sha Offload Engine

  by @NVIDIA

  Use this skill when wiring the DOCA SHA Offload Engine (an OpenSSL ENGINE) into an existing OpenSSL pipeline to offload one-shot SHA-1, SHA-256, or SHA-512 (EVP_Digest) onto DOCA SHA hardware without rewriting against doca-sha.…

• Doca Rdmi

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA RDMI (RDMA Initiator) programming — picking doca-rdmi vs doca-rdma for an accelerator-initiated one-sided RDMA flow, standing up a doca_rdmi_connection or doca_rdmi_poster,…

• Doca Pcc

  by @NVIDIA

  Use this skill when the user is doing hands-on host-side DOCA PCC work to load a CUSTOM Programmable Congestion Control algorithm onto a BlueField DPU — creating per-port `doca_pcc` contexts, loading a `dpacc`-compiled…

• Doca Gpunetio Ib Write Bw

  by @NVIDIA

  Use this skill when the user is building, running, or interpreting the doca/tools/gpunetio_ib_write_bw client+server benchmark — a CUDA kernel on the client posts RDMA WRITE work requests through the doca-gpunetio device-side…

• Doca Sta

  by @NVIDIA

  Use this skill when the user is doing hands-on NVMe-over-Fabrics storage-target work on a BlueField DPU or ConnectX NIC with DOCA STA — standing up a doca_sta DOCA Core context that accelerates the target-side NVMe-oF data path…

• Doca Erasure Coding

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a doca_ec context, picking among the create / recover / update tasks, choosing matrix type /…

• Doca Telemetry Utils

  by @NVIDIA

  Use this skill when the user is invoking `doca_telemetry_utils` on a host with DOCA installed — discovering the diagnostic-counter schema, translating counter names to binary Data IDs, validating per-device counter support…

• Doca Dpa

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA DPA host-side work on a BlueField — creating the `doca_dpa` Core context, loading a DPACC-compiled DPA app image (`doca_dpa_app`), creating DPA threads, launching kernels via…

• Doca Eth

  by @NVIDIA

  Use this skill for hands-on DOCA Ethernet packet-queue work on a BlueField DPU or ConnectX NIC — bringing up a `doca_eth_rxq` or `doca_eth_txq` on a port / representor / SF, picking among the four `enum doca_eth_rxq_type` values…

• Doca Gpunetio Ib Write Lat

  by @NVIDIA

  Use this skill when the user is measuring GPU-kernel-initiated RDMA WRITE latency through doca-gpunetio — building and running the `gpunetio_ib_write_lat` client + server pair under `doca/tools/gpunetio_ib_write_lat/`, checking…

• Doca Dpdk Bridge

  by @NVIDIA

  Use this skill when the user has an existing DPDK application and is adding DOCA capabilities in-place — most commonly DOCA Flow hardware steering — without rewriting the data-plane in DOCA-native form: binding a DPDK port id to…

• Doca Dms

  by @NVIDIA

  Operate NVIDIA DOCA Management Service (`dmsd` + `dmspe`) on a BlueField, Arm/x86 host, or Kubernetes pod: choose deployment and authentication, configure `-allowed_users` and `dmsgroup`, use gNMI Get/Set/Subscribe, run…

• Doca Flow

  by @NVIDIA

  Build and debug DOCA Flow applications on supported NVIDIA NICs/DPUs: define match/action pipes, initialize ports and representors, choose forwarding targets, validate pipes before hardware programming, read counters, match the…

• Doca Hardware Safety

  by @NVIDIA

  Use this skill whenever the agent is about to recommend or apply a change that touches DPU / NIC hardware state on a live system — mlxconfig firmware-parameter write, NIC firmware burn, BFB reflash, NIC ↔ DPU mode flip, SR-IOV…

• Doca Programming Guide

  by @NVIDIA

  Use this skill when the user is writing their first DOCA app or asking a library-agnostic programming question — picking a shipped sample to copy and modify, wiring the canonical pkg-config doca-{library} + meson build (or FFI…

• Doca Setup

  by @NVIDIA

  Use this skill when the user is dealing with the DOCA environment around their workload — verifying an install is healthy, preparing the build env (pkg-config, headers, LD_LIBRARY_PATH, hugepages, devlink, representors),…

• Nvmolkit Usage

  by @NVIDIA

  Use when writing or debugging nvMolKit Python code for GPU-accelerated RDKit fingerprints, similarity, conformers, clustering, and molecular searches.

• Doca Public Knowledge Map

  by @NVIDIA

  Use this skill when the user needs to locate authoritative information about NVIDIA DOCA without access to the source tree — finding the right docs.nvidia.com page for a library/service/tool, identifying which DOCA libraries are…

• Doca Structured Tools Contract

  by @NVIDIA

  Use this skill whenever another DOCA skill says "prefer the structured tool per doca-structured-tools-contract", or when the user wants a one-shot answer that consolidates info multiple manual commands would produce — DOCA env /…

• Tushare Data

  by @agentscope-ai

  面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。

• Dingtalk Message

  by @agentscope-ai

  钉钉消息发送技能。支持企业内部机器人（批量单聊/群聊）和 Webhook 自定义机器人两种接入方式，支持多机器人管理，支持文本、Markdown、链接、ActionCard、FeedCard等多种消息类型。

• Reme Memory

  by @agentscope-ai

  Set up and use ReMe as a file-native long-term memory system through the reme CLI. Use when an Agent needs to detect whether ReMe is installed or running, install and configure ReMe, start or verify its local service, retrieve…

• Serper Search

  by @agentscope-ai

  Search the public web through Serper instead of the built-in WebSearch tool. Use when an agent needs current information, general web sources, or URLs not available from local files and project APIs. SERPER_API_KEY is available…

• Upgrade

  by @agenticnotetaking

  Apply plugin knowledge base updates to an existing generated system. Consults the Ars Contexta research graph for methodology improvements, proposes skill upgrades with research justification. Never auto-implements. Triggers on…

• Recommend

  by @agenticnotetaking

  Get research-backed architecture advice for your knowledge system. Describe your use case, constraints, and goals — get specific recommendations grounded in TFT research with rationale for each decision. Triggers on…

• Refactor

  by @agenticnotetaking

  Plan vault restructuring from config changes. Compares config.yaml against derivation.md, identifies dimension shifts, shows restructuring plan, executes on approval. Triggers on "/refactor", "restructure vault".

• Add Analyzer

  by @dotnet

  Use when adding a new RCS#### diagnostic in roslynator (RCS0 formatting, RCS1 general, RCS9 code-analysis), wiring roslynator_* EditorConfig options, or when docs say CHANGELOG.md, XunitDiagnosticVerifier, or…

• Debugging Litert Gpu Accuracy

  by @google-ai-edge

  Diagnoses and fixes on-device GPU numerical corruption, garbage generation, zeroed KV caches, and ML Drift delegate lowering bugs for LiteRT and LiteRT-LM models on Android (OpenCL and WebGPU). Use when a model produces correct…

• Litert Ats Op Generator

  by @google-ai-edge

  Authors, registers, and tests new operator test generators for the LiteRT Accelerator Test Suite (ATS) in litert/test/generators/ and litert/ats/. Use when onboarding a new TFLite primitive op or StableHLO composite op into…