SkillAtlasSkill 详情

github-trending

106 Cross-Runtime Skills | 7 Claude Code Agents | One Command Install

审核状态:已审核Quality 80Security 80

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项目 README

来源文件:README.md

抓取于 2026年9月6日

Spellbook

106 Cross-Runtime Skills | 7 Claude Code Agents | One Command Install

A cross-runtime skill library for Claude Code, Codex, and multi-agent workflows.

Stars License Skills Agents

Quick Start • Runtime Targets • Pick a Workflow • Skills • Agents • Changelog • Release Status • Contributing • 中文


Rename notice: Spellbook was formerly Claude Arsenal. Claude Code remains a first-class target; the new name reflects the broader roadmap for Claude Code, Codex, and cross-runtime agent skills. See the migration note for details.


Quick Start

Start with one job-shaped workflow. The maintained skills CLI lets you choose the supported coding agents during installation and installs only these four skills:

npx skills add majiayu000/spellbook --skill frontend-design --skill app-ui-design --skill ui-design-system --skill figma-to-react

Use npx skills add majiayu000/spellbook --list to inspect the catalog before installing. See Pick a Workflow for four other focused starting points.

Advanced Cross-Runtime Installer

install.sh remains available when you want explicit Claude Code/Codex target paths or need to install the repository's Claude Code agents as well as skills.

# Install all skills and supported agents into both maintained runtimes
curl -fsSL https://raw.githubusercontent.com/majiayu000/spellbook/main/install.sh | bash -s -- --target all

# Or clone the repository and select skills explicitly
git clone https://github.com/majiayu000/spellbook.git
cd spellbook
./install.sh --target all --skills typescript-project,python-project,devops-excellence

Verify Installation

  • Claude Code: type / to see your installed skills.
  • Codex: restart Codex so it reloads ~/.agents/skills.

Runtime Targets

Spellbook keeps the skill source in one place and installs it into the runtime you use.

TargetInstalled ToStatus
Claude Code~/.claude/skills plus ~/.claude/agentsSkills and agents supported
Codex~/.agents/skillsSkills supported; agents skipped
AllBoth Claude Code and Codex pathsRecommended for multi-tool users

Claude Code remains a first-class target and search entry. The project was formerly known as Claude Arsenal; the new Spellbook name reflects the broader goal: reusable skills that can travel across coding agents. Older Spellbook versions installed Codex skills under ~/.codex/skills; reinstall with the current installer to use the documented Codex user-level skill path.


Pick a Workflow

Start with a small bundle that matches the job, then add more skills when the workflow sticks.

WorkflowInstallGood for
Frontend and UInpx skills add majiayu000/spellbook --skill frontend-design --skill app-ui-design --skill ui-design-system --skill figma-to-reactProduct UI, landing pages, design systems, Figma handoff
Code qualitynpx skills add majiayu000/spellbook --skill codebase-audit --skill flowguard --skill systematic-debugging --skill review-gateAudits, guarded delivery, root-cause debugging, pre-landing review
Ops and releasenpx skills add majiayu000/spellbook --skill release-engineering --skill server-security --skill clash-doctor --skill system-doctorRelease planning, server hardening, and local or network diagnosis
Product and docsnpx skills add majiayu000/spellbook --skill product-discovery --skill prd-master --skill technical-spec --skill product-analyticsDiscovery, PRDs, technical specs, metrics plans
Agent workflowsnpx skills add majiayu000/spellbook --skill codex-agent --skill multi-ai-research --skill flowguard --skill vibeguardCross-review, multi-AI research, context handoff, anti-hallucination checks

High-signal individual skills to try first: github-trending, harmonyos-app, app-ui-design, product-discovery, xiaohongshu, codebase-audit, and server-security.

See Showcase for copy-paste prompts and expected outputs. Use the Spellbook Skill Browser for curated first-party skills, or the Claude Skills Registry for broader community discovery. Release history lives in Changelog.


Why Spellbook

  • Cross-runtime install: one source tree can install into Claude Code and Codex.
  • Validated registry: every installable skill is checked by python3 scripts/validate_skills.py --check.
  • Progressive disclosure: larger skills use references/, templates/, scripts/, and eval files instead of one giant prompt.
  • Practical coverage: engineering, operations, product, UI, content, and agent workflows live in one catalog.

Skills

The generated full skill inventory lives in Skill Registry. Skill layout rules live in Skill Format Policy. Skill authoring quality rules live in Skill Quality Playbook.

Search the Registry

# Free-text query (AND semantics across name, description, category, tags)
python3 scripts/validate_skills.py search rust testing

# Filter by tag
python3 scripts/validate_skills.py search --tag agent

# Restrict to a description language
python3 scripts/validate_skills.py search --language zh deploy

# Machine-readable output
python3 scripts/validate_skills.py search --tag react --json

The tag index lives in registry/tags.json for tooling and dashboards. Curated overrides for skills the keyword heuristic cannot infer live in registry/tag_overrides.yml.

Audit non-blocking skill quality signals:

python3 scripts/audit_skill_quality.py
python3 scripts/audit_skill_quality.py skill-creator

AI & Agent Workflow

Skills for orchestrating, guarding, and maintaining AI agent workflows — the core of Spellbook's cross-runtime mission.

SkillDescription
multi-model-orchestratorCoordinate multi-agent tasks via a centralized handoff document
flowguardGuard long, ambiguous, or stateful agent tasks from drift
skill-lifeguardAdd reliable-skill contracts, checkpoints, smoke hooks, and drift signals
review-gateProduce review packs and require human approval before landing agent changes
skill-auditAudit, design, categorize, and measure agent skills
skill-ecosystem-doctorGovern canonical sources, projections, retirement, quarantine, and cross-runtime verification
threadsCodex-native subagents and parallel GitHub queue lanes
codex-fluentCodex session hygiene, archive strategy, and handoff discipline
codex-retrospectiveCodex self-review of recent history to improve behavior
brainstormingSocratic dialogue for design refinement and architecture exploration

See docs/agent-reliability-trio.md for the Reliable Skill + Context Engineering + Review Gate workflow.

Development Architecture

Build production-ready projects with language-specific best practices.

SkillLanguageKey Features
typescript-projectTypeScriptESM, Zod, Biome, Clean Architecture
python-projectPythonuv, Pydantic, Ruff, FastAPI
rust-projectRustCargo workspace, error handling, async
golang-webGoChi/Echo, sqlc, structured logging
zig-projectZigBuild system, memory management
architecture-foundationCross-languageRuntime, state ownership, adapters, and convergence specs
elegant-architectureCross-languageClean architecture with strict 200-line file limits

Product Lifecycle

End-to-end product development from discovery to deployment.

SkillPhaseWhat You Get
product-discoveryDiscoveryJTBD, user interviews, market research
prd-masterDefinitionPRD writing, user stories, RICE prioritization
technical-specDesignDesign docs, ADR, C4 diagrams
product-analyticsGrowthEvent tracking, A/B testing, AARRR
devops-excellenceDeploymentCI/CD, Docker, Kubernetes, GitOps
observability-sreOperationsMonitoring, logging, tracing, SLO/SLI
product-manager-toolkitDefinitionRICE, customer interviews, PRD templates, discovery frameworks

API & Backend

SkillDescription
api-designREST/GraphQL/gRPC patterns, OpenAPI 3.2
auth-securityOAuth 2.1, JWT, security best practices
database-patternsPostgreSQL, Redis, migrations, optimization
codebase-auditDeep adaptive repository audit with severity-ranked findings and repair roadmap
structured-logging-liteCentralized logging, field standards, and distributed tracing

Development Practices

SkillDescriptionOrigin
contributorEnd-to-end open source contribution workflow from issue discovery to PR submissionCustom
repo-agent-context-auditAudit and scaffold repo agent context across AGENTS, skills, and specsCustom
skill-creatorCreate, improve, and benchmark reusable skillsCustom
humanizerRemove obvious AI writing patterns from user-facing textExternal guide + custom adaptation

Delivery Workflow

Disciplined end-to-end delivery: testing, commits, health checks, and contribution flow.

SkillDescription
app-user-story-qaEnd-to-end app feature inventory, canonical tracker, user-story testing, fixes, and retest loop
test-driven-developmentEnforce RED-GREEN-REFACTOR TDD discipline
comprehensive-testingTest pyramid, unit/integration/E2E/property testing, framework best practices
git-commit-smartGenerate meaningful conventional commit messages from diff
push-allStage, commit, and push all changes after safety checks
project-health-auditorCodebase health, tech debt, dependency, and project risk analysis
contribution-architectMove from bug fixes to architectural improvements and debt discovery

Cross-Tool Interop

Skills for using multiple coding agents and CLI tools together.

SkillDescription
codexInvoke Codex CLI sessions from another agent workflow
codex-agentOptional second-opinion review, cross-verification, and alternatives through Codex CLI
sol-luna-routerKeep GPT-5.6 Sol as commander/reviewer while GPT-5.6 Luna performs bounded implementation
ask-opencliAsk Grok or Gemini through opencli and an existing browser session
multi-ai-researchParallel research across multiple AI tools and internal agents

UI/UX & Design

SkillDescription
app-ui-designiOS/Android UI design, Material Design 3, HIG
product-ux-expertUX evaluation, heuristics, accessibility
frontend-designWeb frontend design patterns
ui-designerExtract design systems from UI screenshots and references
ui-design-systemDesign system toolkit and design-dev handoff support
web-artifacts-builderClaude.ai HTML artifacts
react-best-practicesReact and Next.js performance patterns distilled from Vercel guidance
react-hooks-best-practicesReact hooks, effects, refs, and component design patterns
slidesSpeech-friendly slide deck and background slide generation
ui-ux-pro-maxCompact UI/UX tables for product patterns, landing pages, charts, and 9 stacks
figma-to-codeFigma designs to production React/Next.js with TypeScript and Tailwind
css-debugDiagnose CSS/layout issues, Tailwind conflicts, z-index stacking
playwright-automationBrowser automation and testing with Playwright

Tooling & Automation

SkillDescription
web-asset-generatorFavicons, app icons, OG images
github-trendingGitHub trending analysis
vibeguardTask contracts, finding scoring, and lightweight anti-hallucination reviews
clash-doctorClash proxy & network diagnostics
clash-routesInspect active proxy routes for specific processes via Mihomo API
optimize-networkSafe local network speed, latency, DNS, Wi-Fi, and bufferbloat diagnostics with VPN/proxy guardrails
disk-cleanerScan and reclaim disk space with interactive cleanup guidance
system-doctorDiagnose CPU, memory, and process-level system slowdowns
codex-log-guardDiagnose and mitigate excessive Codex local SQLite diagnostic log writes
server-securityAudit and harden Linux server SSH, firewall, and exposed services
cliproxy-newapi-stackAdd a loopback-first NewAPI metering layer to an independently verified CLIProxyAPI upstream

Operations & Deploy

Deploy models and diagnose local and remote environments.

SkillDescription
gemma4-local-deployDeploy Gemma 4 12B locally on Mac/Apple Silicon via llama.cpp or Ollama
gpu-useInspect remote server GPU usage (per-card VRAM, processes, containers)
rustdesk-doctorDiagnose RustDesk connection issues
vscode-doctorDiagnose slow or freezing VS Code-compatible editors

Content & Social Media

SkillDescription
xiaohongshuXiaohongshu content creation & publishing
trip-plannerTravel itinerary planning
weeklyWeekly report from Git, Claude Code, and Codex sessions
xiaohongshu-netfeel-guardianRemove translation-tone from Claude's Chinese content for native readability

Mobile & Cross-Platform

SkillDescription
harmonyos-appHarmonyOS with ArkTS, ArkUI, Stage Model

Rust Specific

SkillDescription
rust-best-practicesMicrosoft Rust guidelines, error handling

Agents

Specialized agents for complex tasks.

AgentExpertiseUse Case
tech-lead-orchestratorCoordinationMulti-step tasks, delegation
code-archaeologistExplorationLegacy codebase documentation
backend-typescript-architectArchitectureBun/Node.js, API design
senior-code-reviewerReviewSecurity, performance, architecture
kubernetes-specialistInfrastructureK8s, Helm, GitOps
security-auditorSecurityOWASP Top 10, SAST
opensource-contributorContributionOpen source workflow

Plugins

Spellbook is also a Claude Code plugin marketplace. Install the repo as a marketplace, then install plugins from it:

/plugin marketplace add majiayu000/spellbook
/plugin install idea-coach
/plugin install rust-dev
PluginDescription
idea-coachOpinionated product coach (idea -> PRD -> clickable HTML prototype) + multi-role idea group chat; plugin commands are /idea-coach:idea and /idea-coach:idea-team
rust-devRust best practices, code review, performance, and async patterns

Plugin skills are packaged copies of catalog skills; the catalog (installed by install.sh) remains the cross-runtime source of truth.


Skill Design Philosophy

Every skill in Spellbook follows these principles:

  1. Hard Rules - Mandatory constraints with FORBIDDEN / REQUIRED markers
  2. Practical Examples - Real code, not just theory
  3. Verification Checklists - Actionable validation steps
  4. Battle-Tested - Used in production environments

Documentation

DocumentDescription
ChangelogRelease history and current release status
Installation GuideDetailed setup instructions
Runtime TargetsClaude Code and Codex installation targets
ShowcaseCopy-paste workflow demos
Spellbook Operating ContractAgent behavior rules for autonomy, escalation, pushback, feedback loops, and done-when checks
Skill Format PolicyDirectory vs file skill layout rules
Skill Quality PlaybookTrigger descriptions, gotchas, progressive disclosure, and verification
Skill Testing GuideHow to validate skills work
Creating PluginsBuild your own skills
Product Lifecycle (EN)Full lifecycle coverage
Product Lifecycle (中文)产品生命周期覆盖

Release Status

Spellbook is in pre-1.0 release-readiness mode. No numbered GitHub release tag has been cut yet; the current install path uses the repository main branch. See Changelog for release history.

Current limitations:

  • Codex installs skills only; Claude Code agents are skipped for Codex targets.
  • Some skills depend on external CLIs, accounts, credentials, or platform access that are not bundled by the installer.
  • The registry validator checks installable skill structure, not every external workflow end to end.

Support paths:


Credits

Built on the shoulders of giants:


Contributing

Contributions welcome! Please read our Contributing Guide first.


The Agent Infra Stack

This project is one layer of an open-source stack for running coding agents (Claude Code, Codex) as serious infrastructure. Every piece works standalone; together they close the loop:

spellbook sits in the Extend layer — the authoring side of the skill story: write once, run on Claude Code and Codex. Discovery and distribution live in claude-skill-registry.

LayerProjectWhat it does
Extendclaude-skill-registryDiscover and search community Claude Code skills
Extendspellbook ◀ you are hereCross-runtime skills for Claude Code, Codex, and multi-agent workflows
TrustargusStatic install-time scanner for supply-chain attacks (npm / PyPI / crates.io)
TrustvibeguardRules, hooks, and guards against hallucinated or unverified agent changes
RememberrememLocal-first persistent memory for Claude Code and Codex sessions
OrchestrateharnessRust agent orchestration platform — rules, skills, GC, observability
Routelitellm-rsHigh-performance Rust AI gateway — 100+ LLM APIs via OpenAI format
KeepkeeplineSession command center — monitor, recover, never lose agent work

License

MIT License - Use freely in your projects.


If this helps you, consider giving it a ⭐

Made for builders using Claude Code, Codex, and multi-agent workflows

开发与工程

中风险

  • 来源需自行核对维护者身份。
  • 包含脚本或命令调用,安装前请复核。
  • 未检测到明显外部权限要求。
  • 未检测到高风险命令。
  • 扫描发现:2 条。

Codex — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/majiayu000/spellbook.git
  3. 将 "skills/github-trending" 文件夹复制到 Codex 的 skills 目录中。
  4. 重启 Codex 让新的 skill 生效。

Codex — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Codex 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Codex 让新的 skill 生效。

Claude Code — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/majiayu000/spellbook.git
  3. 将 "skills/github-trending" 文件夹复制到 Claude Code 的 skills 目录中。
  4. 重启 Claude Code 让新的 skill 生效。

Claude Code — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Claude Code 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Claude Code 让新的 skill 生效。

Cursor — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/majiayu000/spellbook.git
  3. 将 "skills/github-trending" 文件夹复制到 Cursor 的 skills 目录中。
  4. 重启 Cursor 让新的 skill 生效。

Cursor — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Cursor 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Cursor 让新的 skill 生效。

GitHub Copilot — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/majiayu000/spellbook.git
  3. 将 "skills/github-trending" 文件夹复制到 GitHub Copilot 的 skills 目录中。
  4. 重启 GitHub Copilot 让新的 skill 生效。

GitHub Copilot — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 GitHub Copilot 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 GitHub Copilot 让新的 skill 生效。

Windsurf — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/majiayu000/spellbook.git
  3. 将 "skills/github-trending" 文件夹复制到 Windsurf 的 skills 目录中。
  4. 重启 Windsurf 让新的 skill 生效。

Windsurf — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Windsurf 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Windsurf 让新的 skill 生效。
查看 SKILL.md 原文
name: github-trending
description: GitHub Trending 探索与分析。用于发现热门开源项目、技术趋势、开发者偏好,帮助理解技术社区的兴趣走向。使用场景包括“看看今天 GitHub 什么火了”、“Rust 最近热门项目”、“AI 领域趋势日报”、“这个方向有没有值得关注的开源项目”、“帮我做个 GitHub trending 分析”。

GitHub Trending 探索

2026 版核心认知:GitHub Trending 已是严重被 hype 和 AI slop 污染的榜单(Karpathy 等反复确认)。本 skill 的唯一价值是「结构化数据 + 严格过滤 + 写出真实 angle」,而不是再输出一份 list。

职责边界(严格遵守):

  • 只负责发现 + 趋势分析 + 日报/洞察报告
  • 不负责把结果加工成公众号/小红书/X 帖(用 /scout-to-article)
  • 不负责多 AI 深度竞品/社区反应调研(用 /multi-ai-research)

何时触发(推荐触发词)

  • 探索今日/本周热门
  • “Rust / Python / Go 最近有什么好项目”
  • “AI / Agent / LLM 领域现在 trending 什么”
  • “帮我看看 GitHub trending,有没有类似 X 的项目”
  • “最近什么技术在快速增长,值得关注”
  • “做个 GitHub trending 日报 / 周报”
  • 想过滤 hype、要真实增长信号时

不适合:纯快速事实查询(直接让 Claude 回答即可)。


完整工作流(必须按顺序,不要跳步)

  1. 拿干净数据(优先用脚本)

    # 在 skill 目录执行;如果 skill 已安装到 ~/.claude/skills,也可以换成对应安装路径
    cd /path/to/spellbook/skills/github-trending
    
    # 今日总榜 TOP 8
    python3 scripts/fetch_trending.py --since daily --limit 8
    
    # Rust 周榜
    python3 scripts/fetch_trending.py --since weekly --language Rust --limit 6
    
    # 开发者榜
    python3 scripts/fetch_trending.py --developers --since daily --limit 10
    

    脚本输出结构化 JSON,绝不直接 WebFetch 原始 HTML。

  2. 筛 TOP N + 过滤 hype

    • 默认 5-8 个
    • 优先选 stars_today 有真实增量 + forks 跟上 + 不是纯 awesome-list 的
    • 参考 reference/extended.md 中的「Hype 红旗」快速排除
  3. 必要时轻度 enrich

    • 只对最终入榜的 2-3 个项目,必要时再用 WebFetch 看 README 头部或 Releases
    • 不要一上来就读全量 README
  4. 套模板 + 必写 Angle

    • 用参考模板组织
    • 最后必须有独立一段「今日观察 / Angle」,这是产出价值所在
  5. 输出 + 归档(可选)

    • 普通用户:直接给 Markdown 日报
    • 想后续发文:把 JSON + angle 结构喂给下游 skill

脚本安装与依赖

首次使用执行:

python3 -m pip install -r requirements.txt

如果没有 requirements.txt,手动安装:

python3 -m pip install requests beautifulsoup4 lxml

脚本位置:scripts/fetch_trending.py(相对本 skill 目录)。

支持参数见脚本 --help。所有错误都会以清晰 JSON 返回,绝不静默失败。


输出硬性要求

日报结尾必须包含「Angle」段,否则视为不合格输出。

好 Angle 特征:

  • 指出 1-2 个跨项目模式(技术演进、社区偏好、 hype 信号)
  • 给出可行动建议(“这个方向值得跟进,但优先看 fork 增长”)
  • 基于今日真实数据,不复述旧知识

进阶场景

  • 领域深度报告:先用脚本按 language 拉月榜,再结合 reference/extended.md 里的评估框架写对比表。
  • 长期跟踪:用 /loop 技能每天定时跑脚本 + 分析,输出到固定目录。
  • 想知道社区真实反应:对重点项目再调用 /multi-ai-research。
  • 想发内容:把结构化结果 + angle 交给 scout-to-article。

Extended Reference

所有详细框架(数据源、评估维度、hype 识别、趋势分类、好/坏 Angle 示例、scraper 维护提示、2026 社区共识)已移至 reference/extended.md。

日常触发时不需要读它。只有你要定制模板、维护脚本、或做高精度分析时再加载。


更新记录:2026-05 完整重构(引入可靠 scraper 层 + 严格 pipeline + 拆分 reference + 移除所有硬编码日期/旧趋势列表)。数据永远以脚本实时输出为准。

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