Overview CLI FAQ

Agent Skills 排行榜 · 关键词 + 语义搜索

按 / 聚焦搜索框
正在使用 AI 进行语义搜索...
29,283
总 Skills
230.2M
总安装量
2,818
贡献者
# Skill 仓库 描述 安装量
18851 wp-performance automattic/agent-skills
WP Performance (backend-only) When to use Use this skill when: a WordPress site/page/endpoint is slow (frontend TTFB, admin, REST, WP-Cron) you need a profiling plan and tooling recommendations (WP-CLI profile/doctor, Query Monitor, Xdebug/XHProf, APMs) you’re optimizing DB queries, autoloaded options, object caching, cron tasks, or remote HTTP calls This skill assumes the agent cannot use a browser UI. Prefer WP-CLI, logs, and HTTP requests. Inputs required Environment and safety: dev/staging/p...
 89
18852 amazon-associates rocket-repos/agent-skills
Amazon Associates Program The Amazon Associates Program enables creators, bloggers, and content producers to earn commissions by sharing product links with their audiences. This skill covers commission structures, optimization strategies, compliance requirements, and advanced monetization techniques. Table of Contents Getting Started Operating Agreement Essentials Commission Structure Link Creation Tools Compliance & Policies Technical Requirements Optimization Strategies Content Best Practices ...
 89
18853 biome-validator shipshitdev/library
Biome Validator Validates Biome 2.3+ configuration and prevents outdated patterns. Ensures type-aware linting, domains, and modern Biome features are properly configured. When This Activates Setting up linting for a new project Before any code quality work Auditing existing Biome configurations After AI generates biome.json CI/CD pipeline validation Quick Start python3 ~/.claude/skills/biome-validator/scripts/validate.py --root . python3 ~/.claude/skills/biome-validator/scripts/validate.py --roo...
 89
18854 ml-pipeline-workflow sickn33/antigravity-awesome-skills
ML Pipeline Workflow Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. Overview This skill provides comprehensive guidance for building production ML pipelines that handle the full lifecycle: data ingestion → preparation → training → validation → deployment → monitoring. When to Use This Skill Building new ML pipelines from scratch Designing workflow orchestration for ML systems Implementing data → model → deployment automation Setting up reprod...
 89
18855 prometheus-configuration sickn33/antigravity-awesome-skills
Prometheus Configuration Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules. Purpose Configure Prometheus for comprehensive metric collection, alerting, and monitoring of infrastructure and applications. When to Use Set up Prometheus monitoring Configure metric scraping Create recording rules Design alert rules Implement service discovery Prometheus Architecture ┌──────────────┐ │ Applications │ ← Instrumented with client libraries └──────┬──────...
 89
18856 code-review yeachan-heo/oh-my-claudecode
Two-axis review of the diff between HEAD and a fixed point the user supplies: Standards — does the code conform to this repo's documented coding standards? Spec — does the code faithfully implement the originating issue / PRD / spec? Both axes run as parallel sub-agents so they don't pollute each other's context, then this skill aggregates their findings. The issue tracker should have been provided to you — run /setup-matt-pocock-skills if docs/agents/issue-tracker.md is missing. Process 1. Pin ...
 89
18857 spec-product-prd zixun-github/aisdlc
spec-product-prd（R2：基于方案生成 PRD） 概览 R2 的目标是把 {FEATURE_DIR}/requirements/solution.md 的 推荐决策 转写为 {FEATURE_DIR}/requirements/prd.md ：让研发能拆任务、QA 能写用例、干系人能评审与验收。 可验证优先 ：PRD 的核心是 场景 + 业务规则 + AC（可测试） 不确定性收敛 ：PRD 中 不出现 “待确认问题 / Open Questions”清单；未知统一进 验证清单 （Owner/截止/信号/动作） 不重复 R1 ：方案对比/为何选择/讨论过程留在 solution.md ；PRD 只写交付规格 开始时宣布： 「我正在使用 spec-product-prd 技能基于 solution.md 生成可验收 PRD（prd.md）。」 何时使用 / 不使用 使用时机 R1 已完成并产出 requirements/solution.md ，需要把交付规格（范围/AC/里程碑/风险依赖）冻结为独立 PRD 评审 不要用在 spec-context 失败（上下文定位失败）→...
 89
18858 godot-particles thedivergentai/gd-agentic-skills
Particle Systems GPU-accelerated rendering, material-based configuration, and sub-emitters define performant VFX. Available Scripts vfx_shader_manager.gd Expert custom shader integration for advanced particle VFX. particle_burst_emitter.gd One-shot particle bursts with auto-cleanup - essential for VFX systems. NEVER Do in Particle Systems NEVER use CPUParticles2D for performance-critical effects — 100+ godot-particles with CPU = lag spike. Use GPUParticles2D unless targeting mobile with no GPU s...
 89
18859 generate-swagger-docs qodex-ai/ai-agent-skills
Generate Swagger Documentation Generate OpenAPI docs from your codebase in seconds with automatic API key setup. How It Works This skill automates the Swagger/OpenAPI documentation generation: API Key Setup - Accepts your OpenAI API key and sets it as an environment variable Initialization - Downloads and sets up the apimesh tool Automatic Processing - The tool analyzes your codebase and generates documentation Output - Outputs are saved to the apimesh/ directory Setup Requirements You need...
 89
18860 stock-copilot-pro qverisai/open-qveris-skills
Stock Copilot Pro Global Multi-Source Stock Analysis with QVeris. SEO Keywords OpenClaw, stock analysis skill, AI stock copilot, China A-shares, Hong Kong stocks, US stocks, quantitative analysis, fundamental analysis, technical analysis, sentiment analysis, industry radar, morning evening brief, watchlist, portfolio monitoring, QVeris API, THS iFinD, Caidazi, Alpha Vantage, Finnhub, X sentiment, investment research assistant Supported Capabilities Single-stock analysis ( analyze ): valuation, q...
 89
18861 upgrading-expo skillcreatorai/ai-agent-skills
References ./references/new-architecture.md -- SDK +53: New Architecture migration guide ./references/react-19.md -- SDK +54: React 19 changes (useContext → use, Context.Provider → Context, forwardRef removal) ./references/react-compiler.md -- SDK +54: React Compiler setup and migration guide ./references/native-tabs.md -- SDK +55: Native tabs changes (Icon/Label/Badge now accessed via NativeTabs.Trigger.*) ./references/expo-av-to-audio.md -- Migrate audio playback and recording from expo-av to ...
 89
18862 vite-advanced yonatangross/orchestkit
Advanced configuration for Vite 7+ including Environment API. Vite 7 Environment API (Key 2026 Feature) Multi-environment support is now first-class: ``` import { defineConfig } from 'vite' export default defineConfig({ environments: { // Browser client client: { build: { outDir: 'dist/client', manifest: true, }, }, // Node.js SSR ssr: { build: { outDir: 'dist/server', target: 'node20', }, }, // Edge runti...
 89
18863 obsidian-bases freestylefly/canghe-skills
Obsidian Bases Skill This skill enables skills-compatible agents to create and edit valid Obsidian Bases (.base files) including views, filters, formulas, and all related configurations. Overview Obsidian Bases are YAML-based files that define dynamic views of notes in an Obsidian vault. A Base file can contain multiple views, global filters, formulas, property configurations, and custom summaries. File Format Base files use the .base extension and contain valid YAML. They can also be embed...
 89
18864 progress-report drillan/speckit-gates
Displays a progress dashboard showing implementation status. Purpose This skill provides an at-a-glance view of your implementation progress: - Phase completion: Progress bar for each phase in tasks.md - Blocked tasks: Highlights tasks that are blocked - Potentially complete: Tasks that may be done but not marked - Remaining work: Estimate of remaining tasks Output The skill outputs a ProgressDashboard with: - Overall completion percentage - Per-phase progress breakdown - List of bl...
 89
18865 web-payments alinaqi/claude-bootstrap
*Load with: base.md + [framework].md* For integrating Stripe payments into web applications - one-time payments, subscriptions, and checkout flows. Sources: [Stripe Checkout](https://docs.stripe.com/payments/checkout) | [Payment Element Best Practices](https://docs.stripe.com/payments/payment-element/best-practices) | [Building Solid Stripe Integrations](https://stripe.dev/blog/building-solid-stripe-integrations-developers-guide-success) | [Subscriptions](https://docs.stripe.com/billing/subscr...
 89
18866 llm-patterns alinaqi/claude-bootstrap
*Load with: base.md + [language].md* For AI-first applications where LLMs handle logical operations. Core Principle LLM for logic, code for plumbing. Use LLMs for: - Classification, extraction, summarization - Decision-making with natural language reasoning - Content generation and transformation - Complex conditional logic that would be brittle in code Use traditional code for: - Data validation (Zod/Pydantic) - API routing and HTTP handling - Database operations - Authentication/...
 89
18867 use-fullstackrecipes andrelandgraf/fullstackrecipes
Building with fullstackrecipes Discover and follow recipes via MCP resources for setup guides, skills, and cookbooks. The meta-skill for using fullstackrecipes effectively. curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/use-fullstackrecipes
 89
18868 cognitive-memory cjhfff/cjh-skills
Cognitive Memory System Multi-store memory with natural language triggers, knowledge graphs, decay-based forgetting, reflection consolidation, philosophical evolution, multi-agent support, and full audit trail. Quick Setup 1. Run the init script bash scripts/init_memory.sh /path/to/workspace Creates directory structure, initializes git for audit tracking, copies all templates. 2. Update config Add to ~/.clawdbot/clawdbot.json (or moltbot.json ): { "memorySearch" : { "enabled" : true , "provider"...
 89
18869 data-engineer daffy0208/ai-dev-standards
You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure. Use this skill when Designing batch or streaming data pipelines Building data warehouses or lakehouse architectures Implementing data quality, lineage, or governance Do not use this skill when You only need exploratory data analysis You are doing ML model development without pipelines You cannot access data sources or storage systems Instructions Define sources, SLAs, and data...
 89
18870 lighthouse onnokh/lighthouse
Google Lighthouse Comprehensive reference for Google Lighthouse - an open-source, automated tool for improving the quality of web pages. It has audits for performance, accessibility, progressive web apps, SEO and more. Source: https://github.com/GoogleChrome/lighthouse NPM Package: https://www.npmjs.com/package/lighthouse Documentation: https://developer.chrome.com/docs/lighthouse/overview/ Prerequisites Requirements Node.js: Version 22 (LTS) or later Chrome/Chromium: Version 66.0 or later Insta...
 89
18871 skill-builder rysweet/amplihack
Skill-Builder: Meta-Skill for Creating Skills You help create new agent skills that follow established patterns. Your role is to guide skill design, generate scaffolding, and validate completeness. Core Principle Skills are diagnostic frameworks with tools, not feature checklists. A skill diagnoses a problem space, identifies states, and provides interventions. Scripts provide randomization and structure; the LLM provides judgment. Each does what it's best at. Skill Anatomy Every skill has...
 89
18872 capacitor-app-store cap-go/capacitor-skills
Publishing to App Stores Guide to submitting Capacitor apps to Apple App Store and Google Play Store. When to Use This Skill User is ready to publish app User asks about app store submission User needs app store screenshots User has app rejection issues User needs to update app listing Pre-Submission Checklist Universal Requirements Show more Installs 603 Repository cap-go/capgo-skills GitHub Stars 58 First Seen Feb 6, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
 89
18873 fastapi martinholovsky/claude-skills-generator
FastAPI Official FastAPI skill to write code with best practices, keeping up to date with new versions and features. Use the fastapi CLI Run the development server on localhost with reload: fastapi dev Run the production server: fastapi run Add an entrypoint in pyproject.toml FastAPI CLI will read the entrypoint in pyproject.toml to know where the FastAPI app is declared. [ tool.fastapi ] entrypoint = "my_app.main:app" Use fastapi with a path When adding the entrypoint to pyproject.toml is not p...
 89
18874 turborepo-caching sickn33/antigravity-awesome-skills
Turborepo Caching Production patterns for Turborepo build optimization. When to Use This Skill Setting up new Turborepo projects Configuring build pipelines Implementing remote caching Optimizing CI/CD performance Migrating from other monorepo tools Debugging cache misses Core Concepts 1. Turborepo Architecture Workspace Root/ ├── apps/ │ ├── web/ │ │ └── package.json │ └── docs/ │ └── package.json ├── packages/ │ ├── ui/ │ │ └── package.json │ └── config/ │ └── pac...
 89
18875 mobile-app-developer 404kidwiz/claude-supercode-skills
Provides cross-platform mobile development expertise specializing in React Native and Flutter. Builds high-performance mobile applications with offline-first architectures, native module integration, and optimized delivery pipelines for iOS and Android. When to Use - Building new mobile apps targeting both iOS and Android - Migrating web applications to mobile (React Native) - Implementing complex native features (Bluetooth, Biometrics, AR) in cross-platform apps - Optimizing app performan...
 89
18876 veil bankrbot/openclaw-skills
Veil This skill wraps the @veil-cash/sdk CLI to make Veil operations agent-friendly. What it does Key management : generate and store a Veil keypair locally Status check : verify configuration, registration, and relay health Balances : combined balance , queue-balance , private-balance Deposits via Bankr : build a Bankr-compatible unsigned transaction and ask Bankr to sign & submit it Private actions : withdraw , transfer , merge are executed locally using VEIL_KEY (ZK/proof flow) File locations...
 89
18877 software-security cosai-oasis/project-codeguard
Software Security Skill (Project CodeGuard) This skill provides comprehensive security guidance to help AI coding agents generate secure code and prevent common vulnerabilities. It is based on Project CodeGuard , an open-source, model-agnostic security framework that embeds secure-by-default practices into AI coding workflows. When to Use This Skill This skill should be activated when: Writing new code in any language Reviewing or modifying existing code Implementing security-sensitive features ...
 89
18878 effect-ts teeverc/effect-ts-skills
Step 1: Install effect Use the users preferred package manager: pnpm add effect@rc If in a monorepo, install it as a dev dependency at the root, so you can access the source code from node_modules/effect/src . pnpm add -D effect@rc Step 2: Update AGENTS.md / CLAUDE.md Ensure that the agent instructions contain the following: Show more Installs 3.0K Repository effect-ts/skills GitHub Stars 99 First Seen May 13, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
 89
18879 theme-factory skillcreatorai/ai-agent-skills
Theme Factory Skill This skill provides a curated collection of professional font and color themes themes, each with carefully selected color palettes and font pairings. Once a theme is chosen, it can be applied to any artifact. Purpose To apply consistent, professional styling to presentation slide decks, use this skill. Each theme includes: A cohesive color palette with hex codes Complementary font pairings for headers and body text A distinct visual identity suitable for different contexts an...
 89
18880 data-and-funnel-analytics manojbajaj95/claude-gtm-plugin
Data & Funnel Analytics End-to-end analytics: set up tracking, interpret data, analyze funnels, measure product engagement, validate conversion paths, and calculate ROI. Principle: Track for decisions, not data — every event should inform an action. Analytics Tracking Event Naming Convention Format: object_action in lowercase snake_case. signup_completed | cta_hero_clicked | checkout_started | onboarding_step_completed Rules: Specific over vague ( cta_hero_clicked not button_clicked ), past tens...
 89
18881 specstory-guard specstoryai/agent-skills
A pre-commit guardrail that scans `.specstory/history` for potential secrets and blocks commits until they are removed or redacted. How It Works - Installs a git pre-commit hook in your repository - Scans `.specstory/history` files on every commit - Detects common secret patterns (API keys, tokens, private keys) - Blocks the commit if secrets are found - Reports findings with redacted previews for safe review Why Use Guard? AI coding sessions may inadvertently capture sensitive data: ...
 89
18882 mastra-best-practices mastra-ai/skills
Mastra Best Practices Quick reference for Mastra conventions. See mastra.ai/docs for details. Agent vs Workflow Use When Agent Open-ended tasks (support, research) - reasons, decides tools, retains memory Workflow Defined sequences (pipelines, approvals) - orchestrates specific steps in order TypeScript Config (Required) { "compilerOptions": { "target": "ES2022", "module": "ES2022", "moduleResolution": "bundler" } } Critical: CommonJS causes errors. Must use ES2022. Project ...
 89
18883 brand-guidelines aiskillstore/marketplace
Anthropic Brand Styling Overview To access Anthropic's official brand identity and style resources, use this skill. Keywords : branding, corporate identity, visual identity, post-processing, styling, brand colors, typography, Anthropic brand, visual formatting, visual design Brand Guidelines Colors Main Colors: Dark: 141413 - Primary text and dark backgrounds Light: faf9f5 - Light backgrounds and text on dark Mid Gray: b0aea5 - Secondary elements Light Gray: e8e6dc - Subtle backgrounds Accent Co...
 89
18884 prior-art-search robthepcguy/claude-patent-creator
Systematic 7-step methodology for comprehensive patent prior art searches and patentability assessments. When to Use Invoke this skill when users ask to: - Conduct prior art search for an invention - Assess patentability of an idea - Perform freedom-to-operate analysis - Find blocking patents - Research patent landscapes - Prepare for patent filing What This Skill Does Implements a professional 7-step prior art search methodology combining: - Keyword searches across 76M+ patents (Bi...
 89
18885 postgresql-best-practices wimolivier/postgresql-best-practices
PostgreSQL Best Practices Core Principles Leverage PostgreSQL's advanced features for robust data modeling Optimize queries using EXPLAIN ANALYZE and proper indexing strategies Use native PostgreSQL data types appropriately Implement proper connection pooling and resource management Follow PostgreSQL-specific security best practices Schema Design Data Types Use appropriate native types: UUID, JSONB, ARRAY, INET, CIDR Prefer TIMESTAMPTZ over TIMESTAMP for timezone-aware applications Use TEXT inst...
 89
18886 bioinformatics-fundamentals delphine-l/claude_global
Bioinformatics Fundamentals Foundation knowledge for genomics and bioinformatics workflows. Provides essential understanding of file formats, sequencing technologies, and common data processing patterns. When to Use This Skill Working with sequencing data (PacBio HiFi, Hi-C, Illumina) Debugging SAM/BAM alignment or filtering issues Processing AGP files for genome assembly curation Validating AGP coordinate systems and unloc assignments Understanding paired-end vs single-end data Interpreting q...
 89
18887 pr-review-assistant rysweet/amplihack
PR Review Assistant Skill Purpose Philosophy-aware pull request reviews that go beyond syntax and style to check alignment with amplihack's core development principles. This skill reviews PRs not just for correctness, but for ruthless simplicity, modular architecture, and zero-BS implementation. When to Use This Skill PR Code Reviews: Review PRs against amplihack philosophy principles Philosophy Compliance: Check that code embodies ruthless simplicity and brick module design Refactoring Sugges...
 89
18888 auth-setup get-convex/convex-agent-plugins
Goldsky Authentication & Project Setup Set up the Goldsky CLI, authenticate your account, and configure projects for your pipelines and subgraphs. Prerequisites macOS, Linux, or Windows with WSL (see Step 1 for binary compatibility) Internet connection A Goldsky account. Creating one happens in the browser during Step 3. Do not send the user to sign up as a separate step. Authentication Workflow Follow this workflow and verify each step. Execute commands and check results. Step 1: Install and ve...
 88
18889 security-expert shipshitdev/library
Security Expert Skill Expert in application security for React, Next.js, and NestJS applications. When to Use This Skill Implementing authentication or authorization Reviewing code for security vulnerabilities Setting up security configurations Handling sensitive data Implementing encryption or hashing Configuring CORS, CSP, or security headers Reviewing dependencies for vulnerabilities Implementing multi-tenancy or data isolation Project Context Discovery Check .agent/SYSTEM/ARCHITECTURE.md f...
 88
18890 performance-testing 404kidwiz/claude-supercode-skills
Performance Testing Overview Performance testing measures how systems behave under various load conditions, including response times, throughput, resource utilization, and scalability. It helps identify bottlenecks, validate performance requirements, and ensure systems can handle expected loads. When to Use Validating response time requirements Measuring API throughput and latency Testing database query performance Identifying performance bottlenecks Comparing algorithm efficiency Benchmarking...
 88
18891 repository-analyzer jackspace/claudeskillz
Quickly understand unfamiliar codebases by automatically scanning structure, detecting technologies, mapping dependencies, and generating comprehensive documentation. For SDAM users: Creates external documentation of codebase structure you can reference later. For ADHD users: Instant overview without manual exploration - saves hours of context-switching. For all users: Onboard to new projects in minutes instead of days. Activation Triggers - User says: "analyze repository", "understand codeb...
 88
18892 create-subagents glittercowboy/taches-cc-resources
Subagents enable delegation of complex tasks to specialized agents that operate autonomously without user interaction, returning their final output to the main conversation. <quick_start> Run /agents command Select "Create New Agent" Choose project-level (.claude/agents/) or user-level (~/.claude/agents/) Define the subagent: name: lowercase-with-hyphens description: When should this subagent be used? tools: Optional comma-separated list (inherits all if omitted) model: Optional (sonnet, opus,...
 88
18893 home-assistant-manager komal-skynet/claude-skill-homeassistant
Home Assistant Manager Expert-level Home Assistant configuration management with efficient workflows, remote CLI access, and verification protocols. Core Capabilities Remote Home Assistant instance management via SSH and hass-cli Smart deployment workflows (git-based and rapid iteration) Configuration validation and safety checks Automation testing and verification Log analysis and error detection Reload vs restart optimization Lovelace dashboard development and optimization Template syntax patt...
 88
18894 creative-direction dylanfeltus/skills
Creative Direction Image prompt templates, model selection guidance, and anti-generic patterns for generating visual assets. Covers hero images, feature illustrations, testimonial photos, OG images, and more. When to Use User needs images for a landing page, app, or marketing site User asks for "hero image", "feature illustration", or "OG image" User wants AI-generated visuals that don't look like stock photos User is choosing between image generation models User's current AI images look generic...
 88
18895 competitive-landscape sickn33/antigravity-awesome-skills
Competitive Landscape Analysis Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies. Overview Understand competitive dynamics using proven frameworks (Porter's Five Forces, Blue Ocean Strategy, positioning maps) to identify opportunities and craft defensible competitive advantages. Porter's Five Forces Analyze industry attractiveness and competitive intensity. Force 1: Threat of New Entrants Bar...
 88
18896 mmt-tradingview-charts emeraldls/mmt-agent-skills
MMT + TradingView Lightweight Charts Rules for building charting applications that render MMT market data using TradingView Lightweight Charts (v5.x). Chart Setup Chart Initialization : createChart config, container setup, autoSize, dark/light themes Data Mapping : transform MMT types (OHLCVTPublic, etc.) to Lightweight Charts format Real-Time Updates Live Candlestick Updates : WS candle stream to series.update(), handling candle close vs in-progress Live Trade Ticker : WS trade stream to line/m...
 88
18897 code-security-audit leonmelamud/claude-code-security-review
Code Security Audit AI-powered security audit for code changes with false positive filtering. Based on claude-code-security-review . Bundled Resources claude-code-security-review/ ├── SKILL.md This file — workflow and instructions ├── action.yml GitHub Actions composite action definition ├── claudecode/ Python package (imports: from claudecode.*) │ ├── __init__.py Package init — re-exports main entry po...
 88
18898 docx-reader childbamboo/claude-code-marketplace-sample
DOCX Reader Microsoft Word (.docx) ファイルをテキスト形式で読み込むスキルです。 クイックスタート 基本的な使い方 WSL環境でPythonスクリプトを実行 wsl python3 scripts/read_docx.py "/mnt/c/path/to/file.docx" Markdown形式で保存 スクリプトでテキスト抽出 Write ツールで .md ファイルに保存 前提条件 python-docx パッケージが必要です： wsl pip3 install python-docx 使用例 例1: .docx ファイルを読み込んで内容を表示 User: "C:\Users\keita\repos\file.docx を読み込んで" Assistant: 1. Windowsパスを WSL パスに変換: /mnt/c/Users/keita/repos/file.docx 2. wsl python3 scripts/read_docx.py を実行 3. 抽出されたテキストを表示 例2: .docx を Markdown に変換して保存 Use...
 88
18899 workflow-patterns sickn33/antigravity-awesome-skills
Workflow Patterns Guide for implementing tasks using Conductor's TDD workflow, managing phase checkpoints, handling git commits, and executing the verification protocol that ensures quality throughout implementation. When to Use This Skill Implementing tasks from a track's plan.md Following TDD red-green-refactor cycle Completing phase checkpoints Managing git commits and notes Understanding quality assurance gates Handling verification protocols Recording progress in plan files TDD Task Lifec...
 88
18900 deepagents-architecture existential-birds/beagle
Deep Agents Architecture Decisions When to Use Deep Agents Use Deep Agents When You Need: Long-horizon tasks - Complex workflows spanning dozens of tool calls Planning capabilities - Task decomposition before execution Filesystem operations - Reading, writing, and editing files Subagent delegation - Isolated task execution with separate context windows Persistent memory - Long-term storage across conversations Human-in-the-loop - Approval gates for sensitive operations Context management - Auto-...
 88