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# Skill 仓库 描述 安装量
2251 java-refactoring-extract-method github/awesome-copilot
Refactoring Java Methods with Extract Method Role You are an expert in refactoring Java methods. Below are 2 examples (with titles code before and code after refactoring) that represents Extract Method . Code Before Refactoring 1: public FactLineBuilder setC_BPartner_ID_IfValid ( final int bpartnerId ) { assertNotBuild ( ) ; if ( bpartnerId > 0 ) { setC_BPartner_ID ( bpartnerId ) ; } return this ; } Code After Refactoring 1: public FactLineBuilder bpartnerIdIfNotNull ( final BPartnerId bpartnerI...
 9.2K
2252 breakdown-feature-implementation github/awesome-copilot
Feature Implementation Plan Prompt Goal Act as an industry-veteran software engineer responsible for crafting high-touch features for large-scale SaaS companies. Excel at creating detailed technical implementation plans for features based on a Feature PRD. Review the provided context and output a thorough, comprehensive implementation plan. Note: Do NOT write code in output unless it's pseudocode for technical situations. Output Format The output should be a complete implementation plan in Markd...
 9.2K
2253 remember github/awesome-copilot
The user wants to save this to long-term memory: $ARGUMENTS Quick start memory_save { "content" : "We rotate JWT refresh tokens on every use; the old token is revoked server-side in auth/refresh.ts." , "concepts" : "jwt-refresh-rotation, token-revocation, auth-flow" , "files" : "src/auth/refresh.ts" } Expected output: Saved memory abc12345 with 3 concepts: jwt-refresh-rotation, token-revocation, auth-flow. Why Show more Installs 9.2K Repository rohitg00/agentmemory GitHub Stars 26.5K First Seen ...
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2254 dataverse-python-advanced-patterns github/awesome-copilot
You are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates: Error handling & retry logic — Catch DataverseError, check is_transient, implement exponential backoff. Batch operations — Bulk create/update/delete with proper error recovery. OData query optimization — Filter, select, orderby, expand, and paging with correct logical names. Table metadata — Create/inspect/delete custom tables with proper column type definitions (IntEnum for option sets). Configur...
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2255 update-specification github/awesome-copilot
Update Specification Your goal is to update the existing specification file ${file} based on new requirements or updates to any existing code. The specification file must define the requirements, constraints, and interfaces for the solution components in a manner that is clear, unambiguous, and structured for effective use by Generative AIs. Follow established documentation standards and ensure the content is machine-readable and self-contained. Best Practices for AI-Ready Specifications Use pre...
 9.2K
2256 content-hash-cache-pattern affaan-m/ecc
Content-Hash File Cache Pattern Cache expensive file processing results (PDF parsing, text extraction, image analysis) using SHA-256 content hashes as cache keys. Unlike path-based caching, this approach survives file moves/renames and auto-invalidates when content changes. When to Activate Building file processing pipelines (PDF, images, text extraction) Processing cost is high and same files are processed repeatedly Need a --cache/--no-cache CLI option Want to add caching to existing pure func...
 9.2K
2257 regex-vs-llm-structured-text affaan-m/ecc
Regex vs LLM for Structured Text Parsing A practical decision framework for parsing structured text (quizzes, forms, invoices, documents). The key insight: regex handles 95-98% of cases cheaply and deterministically. Reserve expensive LLM calls for the remaining edge cases. When to Activate Parsing structured text with repeating patterns (questions, forms, tables) Deciding between regex and LLM for text extraction Building hybrid pipelines that combine both approaches Optimizing cost/accuracy tr...
 9.2K
2258 bun-runtime affaan-m/ecc
Bun Runtime Bun is a fast all-in-one JavaScript runtime and toolkit: runtime, package manager, bundler, and test runner. When to Use Prefer Bun for: new JS/TS projects, scripts where install/run speed matters, Vercel deployments with Bun runtime, and when you want a single toolchain (run + install + test + build). Prefer Node for: maximum ecosystem compatibility, legacy tooling that assumes Node, or when a dependency has known Bun issues. Use when: adopting Bun, migrating from Node, writing or d...
 9.2K
2259 golang-testing affaan-m/everything-claude-code
Persona: You are a Go engineer who treats tests as executable specifications. You write tests to constrain behavior, not to hit coverage targets. Thinking mode: Use ultrathink for test strategy design and failure analysis. Shallow reasoning misses edge cases and produces brittle tests that pass today but break tomorrow. Modes: Write mode — generating new tests for existing or new code. Work sequentially through the code under test; use gotests to scaffold table-driven tests, then enrich with edg...
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2260 remembering-conversations obra/episodic-memory
Remembering Conversations Core principle: Search before reinventing. Searching costs nothing; reinventing or repeating mistakes costs everything. Mandatory: Use the Search Agent YOU MUST dispatch the search-conversations agent for any historical search. Announce: "Dispatching search agent to find [topic]." Then use the Task tool with subagent_type: "search-conversations" : Task tool: description: "Search past conversations for [topic]" prompt: "Search for [specific query or topic]. Focus on [wha...
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2261 continuous-agent-loop affaan-m/ecc
Continuous Agent Loop This is the v1.8+ canonical loop skill name. It supersedes autonomous-loops while keeping compatibility for one release. Loop Selection Flow Start | +-- Need strict CI/PR control? -- yes --> continuous-pr | +-- Need RFC decomposition? -- yes --> rfc-dag | +-- Need exploratory parallel generation? -- yes --> infinite | +-- default --> sequential Combined Pattern Show more Installs 1.5K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security Audits Gen Ag...
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2262 wordpress-pro jeffallan/claude-skills
WordPress Pro Expert WordPress developer specializing in custom themes, plugins, Gutenberg blocks, WooCommerce, and WordPress performance optimization. Role Definition You are a senior WordPress developer with deep experience building custom themes, plugins, and WordPress solutions. You specialize in modern WordPress development with PHP 8.1+, Gutenberg block development, WooCommerce customization, REST API integration, and performance optimization. You build secure, scalable WordPress sites ...
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2263 team-communication-protocols wshobson/agents
Team Communication Protocols Protocols for effective communication between agent teammates, including message type selection, plan approval workflows, shutdown procedures, and common anti-patterns to avoid. When to Use This Skill Establishing communication norms for a new team Choosing between message types (message, broadcast, shutdown_request) Handling plan approval workflows Managing graceful team shutdown Discovering teammate identities and capabilities Message Type Selection message (Direct...
 9.2K
2264 aws-iam aws/agent-toolkit-for-aws
AWS IAM — Common Pitfalls About This Skill This skill contains verified corrections for things that AI agents frequently get wrong about IAM. It is not a comprehensive IAM guide — for full IAM guidance, search AWS documentation. When answering IAM questions, verify specific claims (limits, quotas, exact API names, edge-case behaviors) against official AWS documentation rather than relying on pre-training. Prefer fetching known documentation URLs over broad searches. Trust official documentation ...
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2265 compose-multiplatform-patterns affaan-m/ecc
Compose Multiplatform Patterns Patterns for building shared UI across Android, iOS, Desktop, and Web using Compose Multiplatform and Jetpack Compose. Covers state management, navigation, theming, and performance. When to Activate Building Compose UI (Jetpack Compose or Compose Multiplatform) Managing UI state with ViewModels and Compose state Implementing navigation in KMP or Android projects Designing reusable composables and design systems Optimizing recomposition and rendering performance Sta...
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2266 job-description-analyzer paramchoudhary/resumeskills
Job Description Analyzer When to Use This Skill Use this skill when the user: Wants to analyze a job posting Asks "should I apply to this job?" Wants to know their match percentage for a role Needs help understanding job requirements Wants to tailor their resume for a specific position Mentions: "analyze this job", "am I qualified", "match score", "should I apply" Use this BEFORE resume tailoring to ensure effort is worth it. Core Capabilities Show more
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2267 team-composition-patterns wshobson/agents
Team Composition Patterns Best practices for composing multi-agent teams, selecting team sizes, choosing agent types, and configuring display modes for Claude Code's Agent Teams feature. When to Use This Skill Deciding how many teammates to spawn for a task Choosing between preset team configurations Selecting the right agent type (subagent_type) for each role Configuring teammate display modes (tmux, iTerm2, in-process) Building custom team compositions for non-standard workflows Team Sizing He...
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2268 okx-ai okx/onchainos-skills
OKX AI (merge of okx-agent-identity + okx-agent-task + okx-task-watch + okx-agent-chat) Single entry point for the OKX AI agent economy: ERC-8004 identity, the task marketplace, live task monitoring, and agent-to-agent communication readiness. All four capabilities' content physically lives in this skill's references/ (identity- .md / task- .md / watch- .md / chat- .md). The old okx-agent-identity / okx-agent-task / okx-task-watch / okx-agent-chat skill directories are gone — the onchainos CLI's...
 9.2K
2269 stitch::code-to-design google-labs-code/stitch-skills
Code to Design Transform your existing frontend code into a Stitch Design so you can iterate and improve it using Stitch. This skill orchestrates three other skills in sequence: extract-static-html : Extract a single self-contained HTML file from your build output. extract-design-md : Analyze the source code to create a design system (DESIGN.md). upload-to-stitch : Upload that HTML file and the design system to your Stitch project. Workflow Follow these steps to convert your existing code. Prere...
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2270 resume-formatter paramchoudhary/resumeskills
Resume Formatter When to Use This Skill Use this skill when the user: Needs help with resume layout and formatting Has a messy or hard-to-read resume Wants to ensure ATS compatibility through formatting Needs a clean, professional design Mentions: "format resume", "resume layout", "resume design", "clean resume", "professional format" Core Capabilities Structure resumes for optimal readability Ensure ATS compatibility through formatting Create visual hierarchy Optimize white space and margins Se...
 9.2K
2271 interview-prep-generator paramchoudhary/resumeskills
Interview Prep Generator When to Use This Skill Use this skill when the user wants to: Prepare for a job interview Practice answering interview questions Create STAR stories from their experience Anticipate questions for a specific role Mentions: "interview prep", "prepare for interview", "STAR stories", "interview questions", "behavioral questions" Core Capabilities Generate role-specific interview questions Create STAR stories from resume bullets Predict questions based on job description Prep...
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2272 cover-letter-generator paramchoudhary/resumeskills
Cover Letter Generator When to Use This Skill Use this skill when the user wants to: Write a cover letter for a job application Create a personalized application letter Address specific job requirements in letter format Mentions: "cover letter", "application letter", "write cover letter", "letter for job" Use AFTER analyzing job description to have clear talking points. Core Capabilities Show more
 9.2K
2273 agent-platform-skill-registry google/skills
Skill Registry This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform. Core Capabilities Skill Discovery - Query the registry to easily search, list, get specific skills, and inspect revision histories. Skill Lifecycle Management - Upload, update, or permanently delete skills. Operation Monitoring - Utility to check the completion status of long-running state changes (LROs). Generate Skill - Automate the initial scaffolding of new agent s...
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2274 okf-knowledge-base inkeep/open-knowledge-skills
Open Knowledge Format (OKF) OKF v0.2 is a portable format for agent-readable knowledge: Markdown files, YAML frontmatter, and standard links. The /open-knowledge skill governs tool use; this skill covers OKF semantics. Core rules A bundle is a directory tree of .md files. Each non-reserved file is one concept; its path without .md is its ID. Every concept needs parseable frontmatter with a non-empty string type . No other field is always required. Types are an open vocabulary. Consumers must acc...
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2275 context-budget affaan-m/ecc
Context Budget Analyze token overhead across every loaded component in a Claude Code session and surface actionable optimizations to reclaim context space. When to Use Session performance feels sluggish or output quality is degrading You've recently added many skills, agents, or MCP servers You want to know how much context headroom you actually have Planning to add more components and need to know if there's room Running /context-budget command (this skill backs it) How It Works Phase 1: Invent...
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2276 cmux manaflow-ai/cmux
cmux Core Control Use this skill to control non-browser cmux topology and routing. Core Concepts Window: top-level macOS cmux window. Workspace: tab-like group within a window. Pane: split container in a workspace. Surface: a tab within a pane (terminal or browser panel). Fast Start identify current caller context cmux identify --json list topology cmux list-windows cmux list-workspaces cmux list-panes cmux list-pane-surfaces --pane pane:1 create/focus/move cmux new-workspace cmux new-split r...
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2277 rust-mcp-server-generator github/awesome-copilot
Rust MCP Server Generator You are a Rust MCP server generator. Create a complete, production-ready Rust MCP server project using the official rmcp SDK. Project Requirements Ask the user for: Project name (e.g., "my-mcp-server") Server description (e.g., "A weather data MCP server") Transport type (stdio, sse, http, or all) Tools to include (e.g., "weather lookup", "forecast", "alerts") Whether to include prompts and resources Project Structure Generate this structure: {project-name}/ ├── Cargo.t...
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2278 aspnet-minimal-api-openapi github/awesome-copilot
ASP.NET Minimal API with OpenAPI Your goal is to help me create well-structured ASP.NET Minimal API endpoints with correct types and comprehensive OpenAPI/Swagger documentation. API Organization Group related endpoints using MapGroup() extension Use endpoint filters for cross-cutting concerns Structure larger APIs with separate endpoint classes Consider using a feature-based folder structure for complex APIs Request and Response Types Define explicit request and response DTOs/models Create clear...
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2279 create-llms github/awesome-copilot
Create LLMs.txt File from Repository Structure Create a new llms.txt file from scratch in the root of the repository following the official llms.txt specification at https://llmstxt.org/ . This file provides high-level guidance to large language models (LLMs) on where to find relevant content for understanding the repository's purpose and specifications. Primary Directive Create a comprehensive llms.txt file that serves as an entry point for LLMs to understand and navigate the repository effecti...
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2280 finnish-humanizer github/awesome-copilot
Finnish Humanizer <finnish_voice> Ennen kuin korjaat yhtään patternia, sisäistä miten suomalainen kirjoittaja ajattelee. Suoruus. Suomalainen sanoo asian ja siirtyy eteenpäin. Ei johdattelua, ei pehmentämistä, ei turhia kehyksiä. "Tämä ei toimi" on täysi lause. Lyhyys on voimaa. Lyhyt virke ei ole laiska — se on täsmällinen. Pitkä virke on perusteltava. Toisto on sallittu. Suomessa saman sanan käyttö kahdesti on normaalia. Englannin synonyymikierto ("utilize" → "employ" → "leverage") kuulostaa s...
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2281 debian-linux-triage github/awesome-copilot
Debian Linux Triage You are a Debian Linux expert. Diagnose and resolve the user’s issue with Debian-appropriate tooling and practices. Inputs ${input:DebianRelease} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm Debian release and environment assumptions; ask concise follow-ups if required. Provide a step-by-step triage plan using systemctl , journalctl , apt , and dpkg . Offer remediation steps with copy-paste-ready commands. Include verification comman...
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2282 go-mcp-server-generator github/awesome-copilot
Go MCP Server Project Generator Generate a complete, production-ready Model Context Protocol (MCP) server project in Go. Project Requirements You will create a Go MCP server with: Project Structure : Proper Go module layout Dependencies : Official MCP SDK and necessary packages Server Setup : Configured MCP server with transports Tools : At least 2-3 useful tools with typed inputs/outputs Error Handling : Proper error handling and context usage Documentation : README with setup and usage instruc...
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2283 breakdown-epic-pm github/awesome-copilot
Epic Product Requirements Document (PRD) Prompt Goal Act as an expert Product Manager for a large-scale SaaS platform. Your primary responsibility is to translate high-level ideas into detailed Epic-level Product Requirements Documents (PRDs). These PRDs will serve as the single source of truth for the engineering team and will be used to generate a comprehensive technical architecture specification for the epic. Review the user's request for a new epic and generate a thorough PRD. If you don't ...
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2284 arch-linux-triage github/awesome-copilot
Arch Linux Triage You are an Arch Linux expert. Diagnose and resolve the user’s issue using Arch-appropriate tooling and practices. Inputs ${input:ArchSnapshot} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm recent updates and environment assumptions. Provide a step-by-step triage plan using systemctl , journalctl , and pacman . Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change. Address kernel up...
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2285 power-bi-dax-optimization github/awesome-copilot
Power BI DAX Formula Optimizer You are a Power BI DAX expert specializing in formula optimization. Your goal is to analyze, optimize, and improve DAX formulas for better performance, readability, and maintainability. Analysis Framework When provided with a DAX formula, perform this comprehensive analysis: 1. Performance Analysis Identify expensive operations and calculation patterns Look for repeated expressions that can be stored in variables Check for inefficient context transitions Assess fil...
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2286 shopify-pos-ui shopify/shopify-ai-toolkit
Required Tool Calls (do not skip) You have a bash tool. Every response must use it — in this order: Call bash with node scripts/search_docs.mjs "<component tag name>" — search before writing code Write the code using the search results Write code to a temp file, then validate with --file — do not use --code "..." inline (JSX attribute strings break shell quoting): cat > /tmp/extension.tsx << 'SHOPIFY_EOF' YOUR CODE HERE SHOPIFY_EOF node scripts/validate.mjs --file /tmp/extension.tsx --target "<t...
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2287 quasi-coder github/awesome-copilot
Quasi-Coder Skill The Quasi-Coder skill transforms you into an expert 10x software engineer capable of interpreting and implementing production-quality code from shorthand notation, quasi-code, and natural language descriptions. This skill bridges the gap between collaborators with varying technical expertise and professional code implementation. Like an architect who can take a rough hand-drawn sketch and produce detailed blueprints, the quasi-coder extracts intent from imperfect descriptions a...
 9.1K
2288 wecomcli-sheet wecomteam/wecom-cli
企业微信在线表格管理 wecom-cli 是企业微信提供的命令行程序，所有操作通过执行 wecom-cli 命令完成。 资源型技能，负责 在线表格 （ /sheet/* ）的新建、内容读写以及子工作表管理。 调用方式 通过 wecom-cli 调用，品类为 doc ： wecom-cli doc < tool_name > '<json_params>' 接口路由表 硬规则 ：第二列是 references/xxx.md 链接的，命中这一行后 先 read 对应 references 文件，再构造命令 。写入/读取子表数据前，先用 sheet_get_info 拿到目标子表的 sheet_id 。 Show more Installs 663 Repository wecomteam/wecom-cli GitHub Stars 2.4K First Seen 7 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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2289 pytorch-patterns affaan-m/ecc
PyTorch Development Patterns Idiomatic PyTorch patterns and best practices for building robust, efficient, and reproducible deep learning applications. When to Activate Writing new PyTorch models or training scripts Reviewing deep learning code Debugging training loops or data pipelines Optimizing GPU memory usage or training speed Setting up reproducible experiments Core Principles 1. Device-Agnostic Code Always write code that works on both CPU and GPU without hardcoding devices. Show more Ins...
 9.1K
2290 ai-paper-reproduction lllllllama/ai-paper-reproduction-skill
ai-paper-reproduction Use when The user wants the agent to reproduce an AI paper repository. The target is a code repository with a README, scripts, configs, or documented commands. The goal is a minimal trustworthy run, not unlimited experimentation. The user needs standardized outputs that another human or model can audit quickly. The task spans more than one stage, such as intake plus setup, or setup plus execution plus reporting. Do not use when The task is a general literature review or pap...
 9.1K
2291 fluxa-agent-wallet fluxa-agent-payment/fluxa-ai-wallet-mcp
FluxA Agent Wallet FluxA Agent Wallet is a co-wallet that allows AI agents to securely use a user’s wallet, enabling them to perform payment-related actions within the user’s approved scope. Capabilities include x402 payments, USDC transfers, payment links for receiving payments, discovering and calling x402 resources (one-shot APIs), and using payment-
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2292 flutter-testing-apps flutter/skills
Testing Flutter Applications Contents Core Testing Strategies Architectural Testing Guidelines Plugin Testing Guidelines Workflows Examples Core Testing Strategies Balance your testing suite across three main categories to optimize for confidence, maintenance cost, dependencies, and execution speed. Unit Tests Use unit tests to verify the correctness of a single function, method, or class under various conditions. Mock all external dependencies. Do not involve disk I/O, screen rendering, or user...
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2293 ai-paper-reproduction lllllllama/rigorpilot-skills
ai-paper-reproduction Use when The user wants the agent to reproduce an AI paper repository. The target is a code repository with a README, scripts, configs, or documented commands. The goal is a minimal trustworthy run, not unlimited experimentation. The user needs standardized outputs that another human or model can audit quickly. The task spans more than one stage, such as intake plus setup, or setup plus execution plus reporting. Do not use when The task is a general literature review or pap...
 9.1K
2294 wecomcli-smartpage wecomteam/wecom-cli
企业微信智能文档管理 wecom-cli 是企业微信提供的命令行程序，所有操作通过执行 wecom-cli 命令完成。 资源型技能，负责 智能文档 （原名智能主页， /smartpage/* ）的创建与内容导出。 调用方式 通过 wecom-cli 调用，品类为 doc ： wecom-cli doc < tool_name > '<json_params>' 返回格式说明 所有接口返回 JSON 对象，包含以下公共字段： Show more Installs 660 Repository wecomteam/wecom-cli GitHub Stars 2.4K First Seen 7 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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2295 trading-signal binance/binance-skills-hub
Trading Signal Skill Overview This skill retrieves on-chain Smart Money trading signals to help users track professional investors: Get smart money buy/sell signals Compare signal trigger price with current price Analyze max gain and exit rate of signals Get token tags (e.g., Pumpfun, DEX Paid) API Endpoint Get Smart Money Signals Method : POST URL : https://web3.binance.com/bapi/defi/v1/public/wallet-direct/buw/wallet/web/signal/smart-money Request Headers : Content-Type: application/json Accep...
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2296 swift-actor-persistence affaan-m/ecc
Swift Actors for Thread-Safe Persistence Patterns for building thread-safe data persistence layers using Swift actors. Combines in-memory caching with file-backed storage, leveraging the actor model to eliminate data races at compile time. When to Activate Building a data persistence layer in Swift 5.5+ Need thread-safe access to shared mutable state Want to eliminate manual synchronization (locks, DispatchQueues) Building offline-first apps with local storage Core Pattern Actor-Based Repository...
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2297 ai-regression-testing affaan-m/ecc
AI Regression Testing Testing patterns specifically designed for AI-assisted development, where the same model writes code and reviews it — creating systematic blind spots that only automated tests can catch. When to Activate AI agent (Claude Code, Cursor, Codex) has modified API routes or backend logic A bug was found and fixed — need to prevent re-introduction Project has a sandbox/mock mode that can be leveraged for DB-free testing Running /bug-check or similar review commands after code chan...
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2298 flutter-dart-code-review affaan-m/ecc
Flutter/Dart Code Review Best Practices Comprehensive, library-agnostic checklist for reviewing Flutter/Dart applications. These principles apply regardless of which state management solution, routing library, or DI framework is used. 1. General Project Health Project follows consistent folder structure (feature-first or layer-first) Proper separation of concerns: UI, business logic, data layers No business logic in widgets; widgets are purely presentational pubspec.yaml is clean — no unused dep...
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2299 academic-paper-reviewer imbad0202/academic-research-skills
Academic Paper Reviewer v1.4 — Multi-Perspective Academic Paper Review Agent Team Simulates a complete international journal peer review process: automatically identifies the paper's field, dynamically configures 5 reviewers (Editor-in-Chief + 3 peer reviewers + Devil's Advocate) who review from four non-overlapping perspectives — methodology, domain expertise, cross-disciplinary viewpoints, and core argument challenges — ultimately producing a structured Editorial Decision and Revision Roadmap....
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2300 okx-defi okx/onchainos-skills
OKX DeFi (experimental merge of okx-defi-invest + okx-defi-portfolio) Multi-chain, OKX-aggregated DeFi in two capabilities behind one skill. Both wrap the same onchainos defi CLI command group. Pre-flight Checks Read ../okx-agentic-wallet/_shared/preflight.md . If that file does not exist, read _shared/preflight.md instead. Intent Routing Show more Installs 682 Repository okx/onchainos-skills GitHub Stars 312 First Seen 4 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Warn
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