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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 11051 | api-design-principles | sickn33/antigravity-awesome-skills |
API Design Principles Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time. When to Use This Skill Designing new REST or GraphQL APIs Refactoring existing APIs for better usability Establishing API design standards for your team Reviewing API specifications before implementation Migrating between API paradigms (REST to GraphQL, etc.) Creating developer-friendly API documentation Optimizing APIs for ...
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928 |
| 11052 | requesting-code-review | jnmetacode/superpowers-zh |
Requesting Code Review Dispatch superpowers:code-reviewer subagent to catch issues before they cascade. The reviewer gets precisely crafted context for evaluation — never your session's history. This keeps the reviewer focused on the work product, not your thought process, and preserves your own context for continued work. Core principle: Review early, review often. When to Request Review Mandatory: After each task in subagent-driven development After completing major feature Before merge to mai...
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928 |
| 11053 | strategy-document | jezweb/claude-skills |
Strategy Document Writer Produces strategic documents that are specific enough to act on. The quality bar: every statement should be falsifiable ("We have 3 React developers with 10+ years experience" vs "We have a strong team") and every recommendation should be implementable within a defined timeframe. Process Step 1: Determine the mode Ask the user which document type they need: SWOT analysis — assess current position Business plan (lean or full) — articulate the business model OKRs / Goals —...
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928 |
| 11054 | forge-idiomatic-engineer | isala404/forge |
Forge Idiomatic Engineer Work like a pragmatic maintainer: read the repo in front of you, make the smallest change that solves the user's stated problem, prove it with nearby tests, and stop cleanly when the environment blocks further progress. Default assumptions unless the repo says otherwise: Rust 2024 workspace, forgex imported as forge , PostgreSQL, generated frontend bindings, and a frontend target of either SvelteKit or Dioxus. Operating style Prefer direct evidence from this repo over ge...
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927 |
| 11055 | awesome-free-llm-apis | aradotso/trending-skills |
Awesome Free LLM APIs Skill by ara.so — Daily 2026 Skills collection. A curated list of LLM providers offering permanent free tiers for text inference — no trial credits, no expiry. All endpoints listed are OpenAI SDK-compatible unless noted. Provider Overview Provider APIs (trained/fine-tuned by the company) Provider Notable Models Rate Limits Region Cohere Command A, Command R+, Aya Expanse 32B 20 RPM, 1K req/mo 🇺🇸 Google Gemini Gemini 2.5 Pro, Flash, Flash-Lite 5–15 RPM, 100–1K RPD 🇺🇸 (not EU...
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927 |
| 11056 | harvard-artifacts-data-engineering-streamlit | aradotso/data-skills |
Harvard Artifacts Collection Data Engineering & Analytics Skill by ara.so — Data Skills collection. This project provides an end-to-end data engineering and analytics application for the Harvard Art Museums API. It demonstrates real-world ETL pipelines, SQL database design, analytical queries, and interactive Streamlit visualizations for museum artifact data. What This Project Does Data Collection : Fetches artifact data from Harvard Art Museums API with pagination and rate limiting ETL Pipeline...
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927 |
| 11057 | recharts | ansanabria/skills |
Recharts React charting library built on top of D3 for composable, declarative data visualization. Quick Start 1. Install Recharts npm install recharts 2. Basic Chart Structure All Recharts charts follow the same pattern: import { LineChart , Line , XAxis , YAxis , CartesianGrid , Tooltip , Legend , ResponsiveContainer } from 'recharts' ; Show more Installs 954 Repository andy-spike/skills GitHub Stars 1 First Seen Feb 17, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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927 |
| 11058 | qdrant-vector-search | davila7/claude-code-templates |
Qdrant - Vector Similarity Search Engine High-performance vector database written in Rust for production RAG and semantic search. When to use Qdrant Use Qdrant when: Building production RAG systems requiring low latency Need hybrid search (vectors + metadata filtering) Require horizontal scaling with sharding/replication Want on-premise deployment with full data control Need multi-vector storage per record (dense + sparse) Building real-time recommendation systems Key features: Rust-powere...
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927 |
| 11059 | django-celery-expert | vintasoftware/django-ai-plugins |
Django Celery Expert Overview This skill provides expert guidance for Django applications using Celery for asynchronous task processing. It covers task design patterns, worker configuration, error handling, monitoring, and production deployment strategies. Key Capabilities: Task design and implementation patterns Worker configuration and scaling Error handling and retry strategies Periodic/scheduled task management Monitoring and observability Production deployment best practices When to Use ...
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927 |
| 11060 | financial-deep-research | eng0ai/eng0-template-skills |
Financial Deep Research Core System Instructions Purpose: Deliver citation-backed, verified financial research reports through 8-phase pipeline (Scope > Plan > Retrieve > Triangulate > Synthesize > Critique > Refine > Package) with financial source credibility scoring, regulatory compliance tracking, and progressive context management. Financial Focus: This skill specializes in: Market analysis and investment research Due diligence and competitive benchmarking Regulatory compliance and risk asse...
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926 |
| 11061 | voice-ai-development | sickn33/antigravity-awesome-skills |
Voice AI Development Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis, LiveKit for real-time infrastructure, and WebRTC fundamentals. Knows how to build low-latency, production-ready voice experiences. Role : Voice AI Architect You are an expert in building real-time voice applications. You think in terms of latency budgets, audio quality, and user ...
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926 |
| 11062 | architecture-patterns | sickn33/agentic-awesome-skills |
Architecture Patterns Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems. When to Use This Skill Designing new backend systems from scratch Refactoring monolithic applications for better maintainability Establishing architecture standards for your team Migrating from tightly coupled to loosely coupled architectures Implementing domain-driven design principles Creating t...
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926 |
| 11063 | us-business-english | jezweb/claude-skills |
US Business English Professional and direct. Confident without being pushy. Friendly without being sloppy. Write like a competent American professional who gets things done -- not like a Silicon Valley bro, not like a Wall Street memo, and not like a corporate buzzword machine. Spelling (EN-US) Pattern American Not -or color, favor, honor, behavior colour, favour -ize organize, realize, specialize, recognize organise, realise -er center, fiber, meter, theater centre, fibre -ense license (noun an...
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926 |
| 11064 | faq-page-generator | kostja94/marketing-skills |
Pages: FAQ Guides FAQ page content, structure, and optimization for SEO and conversion. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Check for product marketing context first: If .claude/product-marketing-context.md or .cursor/product-marketing-context.md exists, read it for objections, product detail...
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926 |
| 11065 | dce-edge | vercel/next.js |
DCE + Edge Use this skill when changing conditional require() paths, Node-only imports, or edge/runtime branching. DCE-Safe require() Pattern Webpack only DCEs a require() when it sits inside the dead branch of an if/else whose condition DefinePlugin can evaluate at compile time. // CORRECT - webpack can eliminate the dead branch if ( process . env . __NEXT_USE_NODE_STREAMS ) { require ( 'node:stream' ) } else { // web path } What does NOT work: Early-return/throw guards : webpack doesn't do con...
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925 |
| 11066 | relational-database-mcp-cloudbase | tencentcloudbase/skills |
When to use this skill Use this skill when an agent needs to operate on CloudBase Relational Database via MCP tools , for example: Inspecting or querying data in tables Modifying data or schema (INSERT/UPDATE/DELETE/DDL) Reading or changing table security rules Do NOT use this skill for: Building Web or Node.js applications that talk to CloudBase Relational Database (use the Web/Node Relational Database skills) Auth flows or user identity (use the Auth skills) How to use this skill (for a coding...
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925 |
| 11067 | debug issue | tirth8205/code-review-graph |
Debug Issue Use the knowledge graph to systematically trace and debug issues. Steps Use semantic_search_nodes to find code related to the issue. Use query_graph with callers_of and callees_of to trace call chains. Use get_flow to see full execution paths through suspected areas. Run detect_changes to check if recent changes caused the issue. Use get_impact_radius on suspected files to see what else is affected. Tips Check both callers and callees to understand the full context. Look at affected ...
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925 |
| 11068 | backlink-analysis | kostja94/marketing-skills |
SEO Off-Page: Backlink Analysis Guides backlink profile analysis: assessing quality, identifying issues, and planning improvements. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope (Off-Page SEO) Backlink audit : Analyze profile; toxic links; competitive analysis Authority Score : Monitor domain/page authority; referr...
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925 |
| 11069 | datapack-builder | anthropics/financial-services-plugins |
Financial Data Pack Builder Build professional, standardized financial data packs for private equity, investment banking, and asset management. Transform financial data from CIMs, offering memorandums, SEC filings, web search, or MCP server access into polished Excel workbooks ready for investment committee review. Important: Use the xlsx skill for all Excel file creation and manipulation throughout this workflow. CRITICAL SUCCESS FACTORS Every data pack must achieve these standards. Failure on ...
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924 |
| 11070 | visual-style | heygen-com/skills |
Visual Style Create, extract, and apply portable visual design systems. A visual-style.md file defines colors, typography, layout, motion, and mood in one file that any AI tool can consume. Quick Reference Mode Trigger What it does Create "Create a visual-style.md for..." Build a style from scratch via guided prompts Extract "Extract a visual-style.md from [URL/image/video]" Analyze a source and generate a style file Apply "Apply this visual-style.md to [tool]" Use a style with a specific connec...
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924 |
| 11071 | using-git-worktrees | jnmetacode/superpowers-zh |
Using Git Worktrees Overview Git worktrees create isolated workspaces sharing the same repository, allowing work on multiple branches simultaneously without switching. Core principle: Systematic directory selection + safety verification = reliable isolation. Announce at start: "I'm using the using-git-worktrees skill to set up an isolated workspace." Directory Selection Process Follow this priority order: 1. Check Existing Directories Check in priority order ls -d .worktrees 2 > /dev/null Pref...
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924 |
| 11072 | eeat-signals | kostja94/marketing-skills |
SEO Content: E-E-A-T Signals Guides E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) implementation for SEO. E-E-A-T helps search engines and users assess content quality; YMYL topics (health, finance, legal) require higher E-E-A-T. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. What Is E-E-A-T Element ...
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924 |
| 11073 | finishing-a-development-branch | jnmetacode/superpowers-zh |
Finishing a Development Branch Overview Guide completion of development work by presenting clear options and handling chosen workflow. Core principle: Verify tests → Present options → Execute choice → Clean up. Announce at start: "I'm using the finishing-a-development-branch skill to complete this work." The Process Step 1: Verify Tests Before presenting options, verify tests pass: Run project's test suite npm test / cargo test / pytest / go test ./ .. . If tests fail: Tests failing (<N> failur...
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923 |
| 11074 | axiom-testing | charleswiltgen/axiom |
Testing You MUST use this skill for ANY testing-related question, including writing tests, debugging test failures, making tests faster, or choosing between testing approaches. Not on Claude Code? Where this router says "Launch some-auditor agent", read that auditor's file in this suite and follow it inline — the same procedure, needing only file search and read. Available here: skills/test-failure-analyzer.md , skills/testing-auditor.md . Agents that need Bash — builds, tests, simulators, crash...
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923 |
| 11075 | matplotlib-best-practices | mindrally/skills |
Matplotlib Best Practices Expert guidelines for Matplotlib development, focusing on data visualization, plotting, and creating publication-quality figures. Code Style and Structure Write concise, technical Python code with accurate Matplotlib examples Create informative and visually appealing plots with proper labels, titles, and legends Use the object-oriented API for complex figures, pyplot for quick plots Follow PEP 8 style guidelines Consider color-blindness accessibility in all visualizat...
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922 |
| 11076 | customize | anthropics/defending-code-reference-harness |
Customize the vuln-pipeline This pipeline ships as an opinionated C/C++ + AddressSanitizer demo. Its real shape is more general: an agent crafts an input, runs a target in a sandbox, a detector fires, a second agent verifies, a third agent analyzes exploitability. Every noun in that sentence can be swapped. Your job is to interview the user, figure out which nouns they want to swap, and rewrite the relevant files. The existing C/C++ code is the worked example. You don't need a playbook for each ...
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922 |
| 11077 | quickstart | anthropics/defending-code-reference-harness |
/quickstart Two modes, picked by whether $ARGUMENTS is empty. Empty → Intro mode. Short orientation, then offer the guided first run. Non-empty → Help mode. Treat $ARGUMENTS as the operator's question. Intro mode Keep it short and a little warm; this is the first thing a new operator sees. Say roughly: Show more Installs 868 Repository anthropics/defe…-harness GitHub Stars 6.9K First Seen Jun 4, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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922 |
| 11078 | daytona | daytona/skills |
What is Daytona Daytona provides full composable computers — sandboxes — for AI agents. Each sandbox is an isolated runtime environment with its own kernel, filesystem, network stack, and dedicated vCPU, RAM, and disk. Agents can install packages, run servers, compile code, and manage processes inside sandboxes. Sandboxes are built from OCI-compliant images or snapshots. Any language or tool that runs on Linux works. Scope: This skill covers Daytona Cloud ( app.daytona.io ). For self-hosted Dayt...
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922 |
| 11079 | seo-content-marketing-skills-suite | aradotso/marketing-skills |
SEO & Content Marketing Skills Suite Skill by ara.so — Marketing Skills collection. Command suite for SEO professionals and content marketers providing keyword research, content audits, SERP analysis, technical SEO diagnostics, and content strategy workflows. Derived from the claude-code-skill-factory scaffolding pattern. What This Project Does Provides 10 specialized SEO commands and 5 multi-step workflows with structured output UI: Keyword Research — clustering, opportunity scoring, SERP inten...
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921 |
| 11080 | digital-marketing-pro-claude-plugin | aradotso/marketing-skills |
Digital Marketing Pro Claude Plugin Skill by ara.so — Marketing Skills collection. Digital Marketing Pro is an end-to-end marketing engagement methodology that runs on Claude Code & Cowork. It provides 25 specialist marketing agents, 149 skills, and a canonical 12-part strategy flow that produces consistent, auditable marketing deliverables across brands. Designed for agencies managing 50-200 brands, in-house teams, and consultancies requiring structured, repeatable marketing processes. Installa...
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921 |
| 11081 | chinese-git-workflow | jnmetacode/superpowers-zh |
国内 Git 工作流规范 概述 国内团队用 Git 经常踩的坑:GitHub 访问不稳定、CI/CD 方案照搬国外水土不服、commit message 中英混杂没有规范。本技能提供一套 完整适配国内平台和团队习惯的 Git 工作流 。 核心原则: 工作流服务于团队效率,不是为了流程而流程。选适合团队规模的,别硬套大厂方案。 国内 Git 平台适配 平台对比 Show more Installs 423 Repository jnmetacode/supe…owers-zh GitHub Stars 4.5K First Seen Mar 21, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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921 |
| 11082 | optimized-nextjs-typescript | mindrally/skills |
Optimized Next.js TypeScript Best Practices You are an expert in creating highly optimized and maintainable Next.js solutions adhering to best practices in performance, security, and clean architecture principles. Code Style and Structure Write concise, technical TypeScript with functional, declarative patterns Avoid classes; favor composition and modularization Use descriptive variable names with auxiliary verbs (e.g., isLoading, hasError) Organize files with exported components, subcomponent...
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921 |
| 11083 | jscpd | kucherenko/jscpd |
jscpd Copy-paste detector for programming source code, supports 150+ languages. Use this skill to run jscpd and understand its output. Quick Start Run with ai reporter (compact output optimized for agents) npx jscpd --reporters ai < path > With ignore patterns npx jscpd --reporters ai --ignore "/node_modules/,/dist/" < path > Scope to specific formats npx jscpd --reporters ai --format "javascript,typescript" < path > AI Reporter Output Format Show more Installs 837 Repository kucherenko/jscpd...
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| 11084 | bash-pro | sickn33/antigravity-awesome-skills |
Use this skill when Writing or reviewing Bash scripts for automation, CI/CD, or ops Hardening shell scripts for safety and portability Do not use this skill when You need POSIX-only shell without Bash features The task requires a higher-level language for complex logic You need Windows-native scripting (PowerShell) Instructions Define script inputs, outputs, and failure modes. Apply strict mode and safe argument parsing. Implement core logic with defensive patterns. Add tests and linting with Ba...
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920 |
| 11085 | auth-web-cloudbase | tencentcloudbase/skills |
Overview Prerequisites : CloudBase environment ID ( env ) Prerequisites : CloudBase environment Region ( region ) Core Capabilities Use Case : Web frontend projects using @cloudbase/js-sdk@2.24.0+ for user authentication Key Benefits : Compatible with supabase-js API, supports phone, email, anonymous, username/password, and third-party login methods @cloudbase/js-sdk cdn source : https://static.cloudbase.net/cloudbase-js-sdk/latest/cloudbase.full.js Prerequisites Automatically use auth-tool-clou...
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920 |
| 11086 | opencli-reader | himself65/finance-skills |
opencli Reader (Generic Fallback, Read-Only) Generic fallback for any source opencli supports via its adapter registry (90+ sites, growing). Use this skill only when no dedicated finance-skill covers the source — the specialized skills ( twitter-reader , linkedin-reader , discord-reader , telegram-reader , yc-reader ) are always preferred when the request matches one of them. This skill is read-only. Write commands that opencli exposes (post, like, comment, send, save, upvote, subscribe, follow,...
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920 |
| 11087 | threads-growth-skill | aradotso/marketing-skills |
Threads Growth Skill Skill by ara.so — Marketing Skills collection. Data-driven Threads content optimization that learns from your actual post performance. Uses browser automation to scrape Insights, identifies winning patterns, and drafts algorithm-compliant posts with AI-tone detection. What this does Performance tracking : Scrapes your real Threads Insights (views, likes, replies, shares) Pattern detection : Identifies what works for YOUR account (not generic advice) Smart drafting : Creates ...
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919 |
| 11088 | planning-with-files | sickn33/antigravity-awesome-skills |
Planning with Files Work like Manus: Use persistent markdown files as your "working memory on disk." FIRST: Check for Previous Session (v2.2.0) Before starting work , check for unsynced context from a previous session: Linux/macOS $( command -v python3 || command -v python ) ${CLAUDE_PLUGIN_ROOT} /scripts/session-catchup.py " $( pwd ) " Windows PowerShell & ( Get-Command python - ErrorAction SilentlyContinue ) . Source " $env :USERPROFILE\.claude\skills\planning-with-files\scripts\session-catc...
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| 11089 | fal-image-edit | fal-ai-community/skills |
fal-image-edit Curated from the fal.ai community team. What it does AI-powered image editing with style transfer, background removal, object removal, and inpainting via fal.ai hosted models. Source Upstream: https://github.com/fal-ai-community/skills Category: image-generation How to use This catalogue entry advertises the skill in Open Design so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install the upstream bundl...
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| 11090 | gdpr-dsgvo-expert | alirezarezvani/claude-skills |
GDPR/DSGVO Expert Tools and guidance for EU General Data Protection Regulation (GDPR) and German Bundesdatenschutzgesetz (BDSG) compliance. Table of Contents Tools GDPR Compliance Checker DPIA Generator Data Subject Rights Tracker Reference Guides Workflows Tools Show more
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| 11091 | investigating-agentforce-d360 | forcedotcom/sf-skills |
investigating-agentforce-d360 — Data Cloud 360° session view Hierarchical session reconstruction from Data Cloud STDM + GenAI DMOs for one Agentforce session. Three stages — fetch → assemble → render. Typical wall-clock: ~10–30s for a ~15-turn session. The pipeline is DC-only : it reads runtime audit rows that Data Cloud has materialized. It is not a runtime-availability tool — see "DC-only blind spot" below for what this skill cannot answer. If the user hasn't given enough to proceed When invok...
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| 11092 | db-seed | jezweb/claude-skills |
Database Seed Generator Generate seed scripts that populate databases with realistic, domain-appropriate sample data. Reads your schema and produces ready-to-run seed files. Workflow 1. Find the Schema Scan the project for schema definitions: Source Location pattern Drizzle schema src/db/schema.ts , src/schema/*.ts , db/schema.ts D1 migrations drizzle/*.sql , migrations/*.sql Raw SQL schema.sql , db/*.sql Prisma prisma/schema.prisma Read all schema files. Build a mental model of: Tables and thei...
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| 11093 | xmind | mitscherlich/skills |
XMind 思维导图处理技能 此技能提供 XMind 文件( .xmind )的完整处理能力:解析、创建和更新。通过配套的 Python 工具脚本实现文件操作,将思维导图内容转换为 Markdown 格式作为会话级记忆,便于用户与模型持续交流和编辑。 工具脚本 本技能依赖 scripts/xmind_tool.py (相对于本技能目录),使用 Python 标准库(零第三方依赖)。执行方式: python skills/xmind/scripts/xmind_tool.py --session < session-id > < command > [ args .. . ] 会话管理 所有命令都需要 --session <id> 参数,用于隔离不同会话的记忆文件。 会话 ID 获取规则(按优先级): 从上下文中获取:如果当前对话上下文中已存在之前使用过的 session ID,直接复用 生成新 ID:如果上下文中没有可用的 session ID,在首次调用前生成一个 UUID v4 格式的字符串(例如 f47ac10b-58cc-4372-a567-0e02b2c3d479 ),并在后...
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| 11094 | m10-performance | zhanghandong/rust-skills |
No SKILL.md available for this skill. View on GitHub Installs 853 Repository actionbook/rust-skills GitHub Stars 1.2K First Seen Jan 23, 2026
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918 |
| 11095 | asc-screenshot-resize | rudrankriyam/app-store-connect-cli-skills |
asc screenshot resize Use this skill to prepare screenshots for App Store Connect. Do not rely on a hard-coded dimension table in this skill; the CLI owns the current size matrix. Source of truth Always discover current accepted sizes from asc first: asc screenshots sizes --output table asc screenshots sizes --all --output table For local validation before upload: asc screenshots validate --path "./screenshots/iphone" --device-type "IPHONE_65" --output table asc screenshots validate --path "./sc...
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| 11096 | iso-13485-certification | k-dense-ai/scientific-agent-skills |
No SKILL.md available for this skill. View on GitHub
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| 11097 | agent-sessions-layout | microsoft/vscode |
When working on the Agent Sessions workbench layout, always follow these guidelines: 1. Read the Specification First The authoritative specification for the Agent Sessions layout lives at: src/vs/sessions/LAYOUT.md Before making any changes to the layout code, read and understand the current spec. It defines: The fixed layout structure (grid tree, part positions, default sizes) Which parts are included/excluded and their visibility defaults Titlebar configuration and custom menu IDs Editor modal...
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| 11098 | laravel-11-12-app-guidelines | thienanblog/awesome-ai-agent-skills |
Laravel 11/12 App Guidelines Overview Apply a consistent workflow for Laravel 11/12 apps with optional frontend stacks, Dockerized commands, and Laravel Boost tooling. Quick Start Read repository instructions first: AGENTS.md. If docs/ exists, read docs/README.md and relevant module docs before decisions. Detect the stack and command locations; do not guess. Use Laravel Boost search-docs for Laravel ecosystem guidance; use Context7 only if Boost docs are unavailable. Follow repo conventions fo...
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| 11099 | managing-managed-event-subscription | forcedotcom/sf-skills |
Managing ManagedEventSubscription Create, read, update, and delete ManagedEventSubscription metadata — the Salesforce construct for durably subscribing to platform event channels with managed replay tracking. Scope In scope : Generating and modifying .managedEventSubscription-meta.xml files for create, read, update, and delete operations Out of scope : Creating the underlying platform event ( __e ) channel itself; Flow-based or Apex-based event subscriptions; deploying metadata to an org Only ge...
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| 11100 | community-forum | kostja94/marketing-skills |
Channels: Community & Forum Promotion Guides forum promotion, community invitation, and vertical community marketing. Community-led growth (CLG) costs ~90% less than paid acquisition with ~3.2x higher customer LTV. Indie Hackers delivers ~23% conversion vs Product Hunt ~3%; HN and Reddit require sustained engagement. For cold start planning (first users, launch channels), see cold-start-strategy . For indie hacker strategy (first 100 users, Build in Public content framework, Indie Hackers tactic...
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