AGENT SKILLS · 任务装备
值得安装的 Agent Skills
汇总公开仓库中已验证的 Skills。安装前先看清它能做什么、包内包含什么、热度如何，以及来源是否可靠。
- 目录范围
- 已验证
- Skills
- 22,433
- 仓库
- 3444
- 最近同步
- 2026年10月28日
margeloapi-design
Design and review predictable public APIs for TypeScript, JavaScript, React, and React Native libraries. Use when shaping exported functions, classes, hooks, options objects, event and listener APIs, error behavior, naming, cross-platform abstractions, or JS-only packages. Pair with build-nitro-modules when the library is backed by Nitro.
- 1小时安装量
- 1
- GitHub Stars
- 176
- 最近更新
- 8月21日
margelobuild-nitro-modules
Builds and designs React Native Nitro Modules with Nitrogen, HybridObject TypeScript specs, Nitro View components, generated native implementations, zero-copy and native-state APIs, Swift/Kotlin/C++ bindings, example apps, and testing. Use when creating a Nitro Module, adding or reviewing HybridObjects, building a Nitro View (HybridView) component, designing Nitro-specific public APIs, implementing native functionality, or setting up the nitrogen codegen pipeline. Pair with api-design for genera
- 1小时安装量
- 1
- GitHub Stars
- 176
- 最近更新
- 8月21日
margelokotlin
Design, implement, and review Kotlin and Android APIs. Use when working on .kt files, Kotlin nullability, sealed classes/interfaces, coroutines, Android threading, Java interop, or Kotlin-backed React Native Nitro Module implementations.
- 1小时安装量
- 1
- GitHub Stars
- 176
- 最近更新
- 8月21日
margeloreact-native-mmkv
Fast synchronous key-value storage for React Native via react-native-mmkv (Nitro-backed). Covers creating and configuring MMKV instances, reading/writing all value types (string, number, boolean, buffer), React hooks for reactive UI, value-change listeners, encryption, AsyncStorage migration, and state-management integrations (zustand, redux-persist, jotai, react-query). Also covers storage limits, multi-process mode, and the V4 upgrade from the class-based API.
- 1小时安装量
- 1
- GitHub Stars
- 176
- 最近更新
- 8月21日
margeloreact-native-vision-camera-realtime
Design and review production-grade low-latency VisionCamera v5 pipelines. Use for real-time GPU, ML, CV, Skia or WebGPU overlays, Nitro frame plugins, zero-copy interop, frame budgets, and latency profiling. Use the general react-native-vision-camera skill for setup, capture, controls, basic frame outputs, or v4 migration.
- 1小时安装量
- 1
- GitHub Stars
- 176
- 最近更新
- 8月21日
margeloswift
Design, implement, and review Swift APIs and Apple-platform code. Use when working on .swift files, Swift types, Foundation or AVFoundation APIs, DispatchQueue, async/await, Task, actors, MainActor, thread-affine state, or Swift-backed React Native Nitro Module implementations.
- 1小时安装量
- 1
- GitHub Stars
- 176
- 最近更新
- 8月21日
axiaoge2apple-hig-designer
Design Apple-style iOS/macOS interfaces following Human Interface Guidelines. Creates HIG-compliant components with SF Symbols, San Francisco typography, and proper accessibility. Supports optional modern effects. Use when designing Apple-style UI, iOS/macOS interfaces, HIG-compliant components, or implementing design system specifications.
- 1小时安装量
- 1
- GitHub Stars
- 171
- 最近更新
- 2月17日
jtydhr88mc-arrangement-arch
Arrangement architecture (编曲结构学) - the shape of a track over time rather than its notes. Energy curve and dramatic arc, subtractive arranging, layering as form (instrument entry/exit events), formal skeletons and section proportion, arrangement-hook placement, why the second verse must not be a copy, and how to end. Use when the user is arranging a song and asks how to structure it, when a track "goes nowhere" or "sounds flat", when every section sounds the same, when a generated track sounds li
- 1小时安装量
- 1
- GitHub Stars
- 169
- 最近更新
- 10月12日
jtydhr88mc-orchestration
Orchestration (配器) at the decision level - which instruments carry which line, pure vs mixed timbre, blending (unison, octave coupling, separate registers), balance, technique's effect on blend, register-dependent character, MIDI orchestration, and Chinese folk orchestra scoring - four sections, pairing/clash, melody/bass/harmony assignment, arranging/transplanting. Use when picking an instrument, adding a layer, muddy or vanishing woodwinds, fake MIDI mockups, erhu/pipa/dizi/suona/sheng/guzheng
- 1小时安装量
- 1
- GitHub Stars
- 169
- 最近更新
- 10月12日
jtydhr88mc-workflow
Entry point and router for the music composition library (作曲编曲工作流与路由). The S0-S7 stage table from brief to delivered audio, which skill to load for which task, the full-library boundary table that prevents two skills claiming the same decision, the ARR-SPEC gate rules, and the three checks (boundary tables against style bleed, text-layer A/B, compliance rate). Load this FIRST for any request that will produce or change an ARR-SPEC (a whole track, a section rewrite, a generation run). A single kn
- 1小时安装量
- 1
- GitHub Stars
- 169
- 最近更新
- 10月12日
mblodeagents-md
Audits and edits agent instruction files, verifies repository commands, and migrates repositories to AGENTS.md as the single shared source. Use when asked to "improve my AGENTS.md", "migrate CLAUDE.md to AGENTS.md", or make instructions work across agents.
- 1小时安装量
- 1
- GitHub Stars
- 151
- 最近更新
- 10月16日
unclecatvnodoo-16
Odoo 16 development reference for Python models and ORM (search, domain, readgroup, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, record rules, groups), cron and server actions, migrations and module upgrades, tests, i18n, and performance. Use this skill whenever work involves Odoo 16 or custom addons—even if the user only pastes a traceback, mentions addons/ or manifest.py, describes form/tree/kanban/XML errors, HTTP controllers, or business rules on
- 1小时安装量
- 1
- GitHub Stars
- 148
- 最近更新
- 10月15日
probabl-aiaudit-ml-pipeline
Audit a persisted skore report read-only and produce a reusable digest. Do not execute it. Run materialize.py once. Never call skore.evaluate or project.put. TRIGGER when a completed run needs an audit, the user asks to audit, show, or re-audit an experiment, a re-run overwrote the same put() key, or they want a narrative of a past experiment without journal/ideas/ files. STOP when status.setup.pending is non-empty (load setup-ml-project), or when there is no approved design, no report, or no ag
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aichoose-python-library
Resolve a library choice and add the selected dependency. Trigger for competing-library questions or an optional package not already fixed by the project stack — at first use (tabular exploration, pipeline, or eval extras), never during workspace setup.
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aiexport-ml-project
Coordinate executed notebooks and an offline MkDocs documentation site. Trigger on a generic "export" request, or to flip the notebooks/site gates after setup.
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aipersist-ml-git
Commit the current loop stage when the end-turn hook says invoke. Trigger after python -m skoreskills git end-turn --stage returns action invoke, or when the user asks to commit this turn's work.
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aiplot-ml-figure
Pick pandas, seaborn, plotly, or matplotlib before writing figure code. Trigger when explore-ml-data, evaluate-ml-pipeline, or audit-ml-pipeline is about to save or display a chart, or when the user asks for a plot. Not a session owner. Not for skore/sklearn Display plots that already exist on a report. HOW TO USE: first match on the tree (owned plot, interactive iframe HTML, seaborn statistical, pandas chart, else matplotlib). In a notebook: save PNG (or HTML) then leave the figure as the cell
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-airesearch-ml-practice
Literature research for an ML methodology concern. Trigger when explore-ml-data or build-ml-pipeline load this skill. Not for routine profiling or a single API signature — use api get for symbols. Not a session owner — callers distill and write project files. HOW TO USE: skip intake fields the caller already supplied. Abstract the problem class before searching (never the dataset proper name). Survey extra analyses or depth a named concern; search distinct angles, fetch primary sources, follow u
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aireview-ml-choices
Show stored project choices and re-enter the skill that can change one. Trigger when the user asks what we decided, what the current settings are, or to change a stored project choice. SKIP an explicit sync, export, or “a constraint changed” request — those load sync-ml-reports, export-ml-project, or frame-ml-problem directly. HOW TO USE: run review choices, show that board, then load one owning skill. Do not policy set from here.
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aisetup-python-env
Detect the env manager and bootstrap the runtime, agent-tools, and composed development environments. Detect with python -m skoreskills env detect, persist the manager and env.managed, then env init --manager, env sync --execute, install Skore for a recorded hub or mlflow destination (plain Skore when unset or local), and env verify --execute. Does not add other stage ML libraries. TRIGGER when the user asks for the env manager, pixi, uv, or a Python environment, or when none is recorded yet. SK
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aishape-user-idea
Shape a user idea or a named artifact into one idea file and one Ideas row after they confirm. A topic with no artifact belongs to search-ml-literature. Do not write History, Backlog, or a design note. Do not pick a backlog row.
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aismoke-test-ml-pipeline
Structural pytest: prediction count must match the predict-grid row count. TRIGGER when an approved experiment needs its smoke test, pytest tests/smoke/ fails on row count, the user asks why the smoke test is failing, a pipeline edit needs proof, or the experiment script changes pipeline shape. STOP when status.setup.pending is non-empty (load setup-ml-project), or when there is no approved design or no matching experiment script: explain and send the user to setup or stay in build-ml-pipeline.
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
probabl-aitriage-ml-task
Session owner: list installed entry skills and ask which to run. Load a skill without asking only when the request is certain to be that skill. Trigger on an ambiguous request, a finished stage, a workspace-open session, or "what should we do next".
- 1小时安装量
- 1
- GitHub Stars
- 142
- 最近更新
- 10月20日
shopwareshopware-cli
Use Shopware CLI for Shopware project, extension, and account workflows — create and install new projects (project create, project dev install), validate projects or extensions (with --only/--exclude and --format json, junit, github, gitlab for CI), develop, build, upgrade, and troubleshoot. Also use when contributing to shopware/shopware-cli and reasoning about the CLI's user-facing behavior.
- 1小时安装量
- 1
- GitHub Stars
- 124
- 最近更新
- 10月20日