AI & ML

orange-county-ai Bundle

Message or ping another herdr agent, coordinate agents, name yourself, send an agent message across hosts, or find who else is running. Use when the user mentions tincan, asks to notify an agent, coordinate work with another agent, claim an agent name, send a cross-host message, or asks who is active.

orange2ai Bundle

macOS 缓存清理 Agent（小浣熊）。对 Mac 上的开发工具缓存、应用缓存做只读体检， 按缓存地图的安全等级判断哪些能删，经用户确认后执行清理。 Use when: 用户说磁盘满了、清理缓存、Mac 空间不够、某个应用占了几十个 G、 帮我瘦身、cache cleaner、磁盘体检。只管缓存，不做应用卸载和系统优化。

orangeviolin Bundle

用 7 个客观 benchmark（GSM8K / MATH / MMLU / MMLU-Pro / C-Eval / IFEval / HumanEval）快速评测任意 OpenAI 兼容 API 的大模型。支持 DeepSeek 官方 / OpenRouter / 硅基流动 / 火山引擎 / 自部署 vLLM，一键多模型横评 + 单模型深度 profile。

orangeviolin Bundle

个人 IP 起号教练。通过 7 阶段深度访谈引导用户找到自己的内容生态位、平台规则、第一个里程碑和承诺机制，产出一份可持续喂给 agent 的"起号档案"，并自动调用 /goal skill 把第一个里程碑拆解成可执行的自动计划系统，持续陪伴执行。当用户说"起号"、"做自媒体"、"做个人 IP"、"做个人品牌"、"不知道写什么"、"怎么开始"、"帮我定位"、"/ip-coach"、"/起号"时触发。也适用于用户在"我该不该做自媒体"、"我没什么可写的"、"我不知道我的生态位是什么"这类自我怀疑时的场景。

opengeos Skill

AI-powered geospatial analysis CLI. Segment satellite imagery, detect objects, classify images, detect changes, download data, and manage raster/vector operations -- all from the command line with JSON output for agent integration.

opengeos Skill

CLI harness for segment-geospatial — segment satellite/aerial imagery with SAM models from the command line

openghz Bundle

Write Python configuration, command-line, and class-initialization code in the user's house style: pydantic config classes (frozen, with attribute docstrings as the field docs), Hydra for whole-application config wiring via `_target_` + `instantiate`, pydantic-settings (`CliApp`) for small-script CLIs, and a single `config` parameter in every `__init__`. Use this whenever writing or refactoring Python that defines a configuration model, parses command-line arguments, structures a class or top-level function around its settings, or chooses between Hydra and pydantic-settings — even if the user never names the libraries. Triggers on: "add a config", "write a config class", "make a CLI for this script", "add command-line args", "pydantic config", "hydra config", "refactor this to take a config", "配置类", "加个配置", "写个命令行", "加命令行参数", "把它改成吃 config 的", and similar Python config / CLI / class-init work.

openghz Bundle

Install agent skills with `npx skills` the safe, no-duplicate-work way. Before installing, it checks (in one shot) whether the skill is already installed and whether every agent's skills directory is symlinked onto one shared hub — so you install ONCE instead of once per agent. Use this whenever the user wants to add, install, or set up a skill via `npx skills` / the skills CLI, hands over a skills repo or a skill name to install, asks why a skill isn't showing up in some agents, or wants to share one skills folder across Claude Code / Codex / Cursor / Gemini / Copilot / OpenCode. Triggers on: "install this skill", "add the X skill", "npx skills add", "set up this skills repo", "安装这个技能", "装一下这个 skill", "把这个技能装上", "用 npx skills 安装", "让所有 agent 都能用这个技能", "技能装了吗 / 是不是已经安装了", "把各个 agent 的 skills 目录软链接到一起".

orosha-ai Bundle

Agent Observability Dashboard 📊

orosha-ai Bundle

Agent Trust Validator 🛡️

ozgurcd Skill

Go repository intelligence for Claude Code. Use when reading, navigating, editing, reviewing, or refactoring a Go codebase. Exposes 64 query, analysis, and workflow capabilities through the local gograph MCP server, including bounded first-call exploration, AST-aware call graphs, blast-radius analysis, impact, and security-flow candidates.

p404 Bundle

Draw a diagram as a real editable Monodraw document, not a picture. Use for draw me a diagram of this, sketch this architecture in ASCII, turn this ASCII or text diagram into a real diagram, recreate this screenshot as a diagram, recreate or debug a `.monopic` or `.monojson` file. Boxes become draggable frames, arrows become attached connectors. Use it even when Monodraw is never named. Not for charts or plots, which are dataviz; not for a diagram drawn inside a web artifact, which is artifact-diagramming; not for UI mockups or wireframes, which is design.

openghz Bundle

Remove image backgrounds with rembg, producing transparent-PNG cutouts. Use this whenever the user wants to remove/erase/delete a background, cut out or isolate a subject, make a transparent PNG, extract a foreground object, or batch-process a folder of images into cutouts — including phrasings like "抠图", "去背景", "remove background", "cut out this object", "make this transparent", "isolate the product", or when they hit rembg errors (missing onnxruntime backend, CUDA/libcudart version mismatch, gradio proxy crash). It sets up an ISOLATED conda/venv environment (never touching existing envs), installs the correct GPU (CUDA 12) or CPU backend for the machine, prefetches models, and runs single-image or whole-folder background removal.

openhands Bundle

This instance's skin is a Datadog infra-health dashboard (monitors, error-log patterns, per-app CPU/memory) with one-click agent-assisted fixes. Use this to understand what the dashboard shows, which APIs back it, and how "Fix" conversations originate.

osodevops Bundle

Track billable AI coding-session time to Keito through the Keito CLI. Use when the user asks to set up repository time tracking, install or configure the Keito skill, log agent work, check tracking status, pause or resume tracking, disable tracking, or review today's source=agent time entries.

pablodiegoo Bundle

Market research data analysis meta-prompt. Transforms raw quantitative and qualitative data into dense, Tufte-style analytical documents. Document-driven. Invisible agent loop: Statistician -> Critic -> Tufte Designer. Commands: /dps-setup, /dps-cross, /dps-inject-open, /dps-export. Modes: /dps-mode:quant, /dps-mode:quali, /dps-mode:strategy. Requires constitution.md.

ospocc Bundle

This skill allows the agent to perform an "Open Source Health Check" on the current project. It analyzes the technology stack, programming language distribution, and open-source licenses of dependencies.

othmanadi Bundle

Connect and operate the Loophole Bridge (Ableton Live MCP server). Use when the user wants to check Live/bridge prerequisites, wire an MCP client to Loophole, or run a Live editing recipe (humanize, build arrangement, batch rename, chord from prompt). Triggers: "is my Ableton bridge working", "set up loophole", "connect Claude to Ableton", "/doctor", "/setup".

openjiuwen-ai Bundle

通过 HTTP API 调用 agent-memory1.0 记忆服务，召回与写入历史处理记忆

openmined Skill

Execute SyftHub CLI commands for privacy-preserving AI interactions. Use when the user wants to (1) authenticate with SyftHub platform, (2) browse or list AI endpoints and users, (3) query AI models with RAG (retrieval-augmented generation), (4) manage aggregator or accounting service configurations, (5) update the CLI, or (6) any task involving the `syft` command-line tool. Triggers on requests like "login to syfthub", "list endpoints", "query alice/gpt", "syft ls", "syft query", or any mention of the syft CLI.

openmoss Bundle

IMClaw 跨网通信能力 — 让 AI Agent 具备实时聊天能力。用于：(1) Agent 需要与其他 Agent 实时通信，(2) 管理群聊，(3) 订阅和接收群聊消息，(4) 构建聊天机器人或协作 Agent。触发词：imclaw、跨网通信、agent 聊天、群聊、实时消息、龙虾。

parthjadhav Bundle

Optimizes image reading by caching LLM-generated content as XMP metadata inside image files. Use BEFORE reading any image file (.png, .jpg, .jpeg, .webp, .gif, .bmp). Reduces token usage by ~90% on repeated image reads. Triggers on: image, screenshot, picture, photo, .png, .jpg, .jpeg, read image, view image, look at image.

pasky Skill

Initialize or update setup for pi-side-agents (running asynchronous agents spawned/controlled from main session)

othmanadi Bundle

Manus-style context engineering for Agent Teams. Coordinate multiple Claude Code instances with shared planning files. Use when complex tasks need parallel work (code review, debugging, feature development). Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.

openprose Bundle

Hidden layer of structured git notes for agent collaboration. When working in any git repo, check for notes on objects you touch before acting, and leave notes after meaningful work. Uses git notes directly — helper script and workflow scripts included.

passportxyz Bundle

Persistent, agent-maintained repo wiki — the durable state-of-the-repo, not short-term plans. Lives at /wiki/ in the repo root. TRIGGER when: exploring unfamiliar code, completing a significant task, noticing outdated documentation, planning architectural changes, or when the user asks about project knowledge/documentation. Also triggers for wiki maintenance or verification requests.

oulkurt Bundle

Use this skill when you need semantic codebase context before planning, explaining, or changing project code. It runs a bundled local Fast Context script that calls Windsurf Devstral directly, avoiding the Fast Context MCP server while preserving natural-language repository search, recursive context gathering, and definition/signature completeness checks.

pakco77 Bundle

Turn a user-selected Obsidian or Markdown writing collection into a bilingual Wenshan contour map whose mountains, article counts, and answers all trace back to canonical source evidence. Use for 文山.skill, Wenshan.skill, personal knowledge mountains, longitudinal writing analysis, article terrain, contour maps, or requests to identify recurring scenes and industries without embedding-based clustering.

paladini Bundle

Research, write, optimize, validate, and publish specialist technical articles for DEV Community with exactly four relevant tags and a draft-first safety workflow. Use when creating, rewriting, reviewing, scheduling, or publishing DEV.to tutorials, project launches, engineering explainers, case studies, or opinionated developer posts, including through a DEV/Forem MCP server or API.

patdolitse Bundle

Local-first personal AI identity and memory layer for MCP-compatible coding tools (Claude Code, Codex, Cursor, and others). Use this skill when the user wants to continue from a previous session ("continue from last session", "pick up where we left off"), recall a past decision ("what did we decide", "what was our reasoning"), persist something durable ("remember this", "save a lesson", "save a decision", "save a playbook"), search prior knowledge ("search what we know about X", "have we hit this before"), export their identity or context ("export my identity card", "give me my context"), or maintain local-first cross-tool identity and memory that the user owns and approves. Engram stores user-approved lessons, decisions, playbooks, and project context as local JSON; the AI suggests, the user decides what becomes permanent.

patinaproject Bundle

Use when scaffolding a new repository (public or private) to the Patina Project baseline, when realigning an existing repository with that baseline, or when auditing or adding commit conventions, PR templates, husky + commitlint, PNPM tooling, release-please, agent docs (AGENTS.md, CLAUDE.md), or AI agent plugin manifests for Claude Code, Codex, Cursor, Windsurf, and Copilot. Triggers on phrases like "bootstrap this repo", "scaffold a Patina plugin", "realign with the baseline", "audit our repo conventions", "set up commitlint and husky", or "add Codex/Cursor/Windsurf surfaces".

opensearch-project Skill

Benchmark the Seismic index in this repo — the fixed protocol (MS MARCO base_full.csr, lambda=6000/beta=400/alpha=0.4, cut=3/heap_factor=1.0, single-thread query) plus how to obtain the dataset, which harness to run (query_latency_bench, nsparse_benchmark, seismic_mmap.py, disk_build_mem_bench), and which metrics to report. Use whenever measuring, comparing, or validating query latency, QPS, recall, or memory (RSS/Anon) for a change to nsparse; when A/B-ing a branch against a baseline; or when deciding whether an optimization clears the accept bar. Skip for correctness-only work that makes no performance claim.

opensellersprite Bundle

卖家精灵 Amazon 选品 AI Skills 全集 —— 10 个综合分析工作流（/product-research、/market-analysis、/competitor-analysis 等）+ 17 个战术选品策略卡（新品爆发、ABA 高增长、低品牌垄断、变体拆解等），通过 45 个 MCP 数据工具完成从品类扫描到选品落地的全链路。适用于跨境电商卖家、Amazon 选品研究、运营优化与广告投放决策。

paltaio Bundle

Script Proxmox VE virtual machines from TypeScript - VM lifecycle, KVM (keyboard/mouse) via VNC, qemu-guest-agent, snapshots, screenshots. Use when automating tasks inside guest VMs that don't have an OS-level agent yet (BIOS, bootloader, installers, login screens) or when chaining KVM input with PVE-level operations.

patraxo Bundle

Generate video from a photo (or two) using self-hosted LTX-2.3 on Modal GPU. THIS is the skill for turning a single photo into a video — prefer it over any video-to-video / image skill whenever the user has a photo and wants motion. Use this whenever the user wants to turn an image into a video, animate a photo, make a reel/clip, do keyframe interpolation between two images, restyle a video (video-to-video / retake), or generate video from a text prompt — even if they don't say the word "video", e.g. "bring this photo to life", "make this move", "animate this", "turn these two shots into a transition". Calls the user's deployed `ltx2-fast-inference` Modal app and saves an .mp4 locally. Triggers: "make a video", "animate this photo", "image to video", "i2v", "keyframe", "interpolate", "video to video", "retake", "restyle this clip", "generate a clip/reel", "follow this pose/edges/depth", "canny/pose/depth control", "match this motion".

owainlewis Skill

Use Machinist to create, assign, monitor, and resume software tasks. Use when a coding agent needs to work with Machinist, its GitHub issue workflow, lifecycle labels, direct runs, or managed queue.