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Minimal standalone coding agent framework by Sebastian Raschka backed by Ollama, providing workspace context collection, tool execution with approval gates, session persistence, and subagent delegation. Use when building lightweight local coding agents for…
لغة النص الأصلي: الإنجليزية
A toolkit for creating custom AI coding agents using prompt engineering, instruction files, and skill modules. Use when building bespoke coding assistants for niche domains where general LLM training data is insufficient or misleading, particularly for…
لغة النص الأصلي: الإنجليزية
Comprehensive guide to understanding and building coding agent harnesses, covering 7-layer architecture, context engineering, tool orchestration, safety systems, and real-world implementations from Codex, OpenCode, Cursor, and Claude Code. Use when designing…
لغة النص الأصلي: الإنجليزية
Implements the Ralph Wiggum technique as a Claude Code plugin for iterative, self-referential AI development loops. Use when building projects that require hands-free AI implementation through continuous bash-style loops inside a single Claude Code session,…
لغة النص الأصلي: الإنجليزية
Continuous autonomy framework for the Vercel AI SDK implementing the Ralph Wiggum technique — an iterative outer loop that keeps feeding an AI agent a task until verifyCompletion confirms success. Use when building autonomous coding agents, long-running code…
لغة النص الأصلي: الإنجليزية
Autonomous AI coding with spec-driven development combining iterative bash loops and SpecKit-style specifications for fully autonomous AI-assisted software development. Use when building projects that require hands-free AI implementation, working from…
لغة النص الأصلي: الإنجليزية
Geoffrey Huntley's Ralph Wiggum technique — a monolithic iterative loop pattern for autonomous AI-driven software development. Use when building greenfield projects through repeated LLM invocations in a bash-style loop, tuning prompts through observation, and…
لغة النص الأصلي: الإنجليزية
Principles and conceptual framework of the Ralph Wiggum Loop pattern for goal-oriented autonomous AI agent loops. Covers agentic loop structure, failure modes, safety implications, control theory comparisons, and best practices. Use when designing or…
لغة النص الأصلي: الإنجليزية
Autonomous AI coding loop that runs AI coding tools (Amp or Claude Code) repeatedly until all PRD items are complete. Each iteration is a fresh instance with clean context. Memory persists via git history, progress.txt, and prd.json. Use when building…
لغة النص الأصلي: الإنجليزية
Autonomous coding agent that scans codebases, generates feature specs via AI interviews, and runs Ralph loops via Claude Code, Codex CLI, or any CLI-based agent. Reads GitHub backlog, runs loops, and auto-merges PRs. Use when automating feature development…
لغة النص الأصلي: الإنجليزية
Persistent memory engine for AI coding agents with cross-session context capture, hybrid search (BM25 + vector + knowledge graph), and multi-agent coordination via MCP server. Works with Claude Code, Cursor, Gemini CLI, and any MCP client without external…
لغة النص الأصلي: الإنجليزية
Async HTTP client/server for Python asyncio. Use when building async web applications, REST APIs, or making concurrent HTTP requests in Python.
لغة النص الأصلي: الإنجليزية
Async HTTP client/server for Python asyncio. Use when building async web applications, REST APIs, or making concurrent HTTP requests in Python.
لغة النص الأصلي: الإنجليزية
Implement Cross-Origin Resource Sharing (CORS) in aiohttp applications using aiohttp-cors 0.8.1, enabling secure cross-origin requests with configurable origins, credentials, headers, and preflight caching. Use when building aiohttp.web APIs serving browsers…
لغة النص الأصلي: الإنجليزية
Jinja2 template renderer for aiohttp.web applications providing decorator-based rendering, context processors, URL helpers, and async template support. Use when building Python web applications with aiohttp that require HTML templating, dynamic content…
لغة النص الأصلي: الإنجليزية
Authentication and authorization toolkit for aiohttp.web applications providing identity policies (cookies, sessions, JWT) and custom authorization with permission-based access control. Use when building aiohttp.web applications requiring session-based…
لغة النص الأصلي: الإنجليزية
Server-side sessions for aiohttp.web applications using aiohttp-session 2.12, providing multiple storage backends including encrypted cookies (Fernet/NaCl), Redis, and Memcached for persistent user state management. Use when building aiohttp.web applications…
لغة النص الأصلي: الإنجليزية
Python library for Server-Sent Events (SSE) support in aiohttp applications. Use when building real-time streaming endpoints that push data from server to clients using the EventSource API, implementing chat applications, live notifications, or continuous…
لغة النص الأصلي: الإنجليزية
Async-compatible versions of itertools, builtins, and more for Python asyncio. Use when building async Python applications that need to process iterables with familiar itertools-style functions, work with both standard and async iterables interchangeably, or…
لغة النص الأصلي: الإنجليزية
Async read-write lock for Python asyncio providing concurrent reader access and exclusive writer access. Use when building async applications requiring fine-grained synchronization where multiple readers can access shared data simultaneously but writers need…
لغة النص الأصلي: الإنجليزية
Async ZeroMQ integration for Python asyncio providing transport-level APIs, stream abstraction, and RPC frameworks (request-reply, pipeline, pub-sub). Use when building async Python applications requiring message-oriented middleware, remote procedure calls…
لغة النص الأصلي: الإنجليزية
A skill for building reactive user interfaces with Alpine.js 3.15, a minimal JavaScript framework that uses HTML-first declarative syntax with directives like x-data, x-model, and x-show. Use when creating interactive web components, forms, dropdowns, modals,…
لغة النص الأصلي: الإنجليزية
Python toolkit for password hashing and verification using the Argon2 algorithm via argon2-cffi 25.x. Use when implementing secure password storage, user authentication systems, migrating legacy password hashes to modern standards, or benchmarking Argon2…
لغة النص الأصلي: الإنجليزية
Python async standard library providing async versions of builtins, itertools, functools, contextlib, and heapq for asyncio, trio, and custom event loops. Use when building async Python applications that need iterator operations (zip, map, chain, groupby),…
لغة النص الأصلي: الإنجليزية
Open-source authentication and authorization server providing multi-factor authentication (MFA), single sign-on (SSO), and OpenID Connect 1.0 Provider. Supports LDAP, file-based identity providers, TOTP, WebAuthn, Duo Push, passkeys, fine-grained access…
لغة النص الأصلي: الإنجليزية
Open-source Identity Provider (IdP) for modern SSO supporting OAuth2/OIDC, SAML, LDAP, RADIUS, SCIM, and Proxy protocols. Use when configuring identity management, setting up authentication flows with stages and policies, deploying outposts for reverse-proxy…
لغة النص الأصلي: الإنجليزية
Opinionated loop harness for long-running agent workflows. Supports preset-driven multi-role loops with event-based routing, append-only journaling, worktree isolation, and structured parallelism. Use when building autonomous coding agents needing iterative…
لغة النص الأصلي: الإنجليزية
CRDT library for building collaborative, local-first applications with automatic conflict-free merging. Provides JSON-like documents with maps, lists, text, rich text, and counters that sync across peers offline. Use when building multiplayer apps,…
لغة النص الأصلي: الإنجليزية
A comprehensive toolkit for making HTTP requests using Axios 1.x, a promise-based HTTP client for browser and Node.js environments. Use when building applications that require REST API communication, file uploads/downloads, request/response interception,…
لغة النص الأصلي: الإنجليزية
A skill for password hashing and key derivation using bcrypt 5.0 in Python. Use when implementing secure password storage, verifying passwords, or deriving cryptographic keys with bcrypt_pbkdf.
لغة النص الأصلي: الإنجليزية
Complete toolkit for AWS SDK for Python (Boto3) 1.43.1 providing high-level resource interface and low-level client access to 200+ AWS services with automatic pagination, retries, credential management, and session handling. Use when building Python…
لغة النص الأصلي: الإنجليزية
Complete toolkit for Bun 1.3.13 JavaScript runtime, package manager, bundler, and test runner. Use when building high-performance Node.js-compatible applications, migrating from npm/yarn/pnpm workflows, bundling JS/TS projects, running Jest-compatible tests,…
لغة النص الأصلي: الإنجليزية
Complete Caddy 2.11.2 web server toolkit covering Caddyfile configuration, JSON API, automatic HTTPS with Let's Encrypt and ZeroSSL, reverse proxy, TLS/SSL, PKI, and modules. Use when configuring Caddy as a web server or reverse proxy, setting up automatic…
لغة النص الأصلي: الإنجليزية
Mathematical framework for abstract structures and their relationships via categories, functors, natural transformations, limits, adjunctions, and monads. Provides dual mathematical and programming perspectives with Haskell typeclasses…
لغة النص الأصلي: الإنجليزية
Ultra-compressed communication mode that cuts token usage by ~75% while maintaining full technical accuracy. Supports intensity levels (lite, full, ultra) and Classical Chinese variants (wenyan-lite, wenyan-full, wenyan-ultra). Use when user requests "caveman…
لغة النص الأصلي: الإنجليزية
Python C Foreign Function Interface for calling C libraries from Python with C-like declarations. Use when interfacing with C code, wrapping C libraries, creating Python extensions, embedding Python in C applications, or needing high-performance C integration…
لغة النص الأصلي: الإنجليزية
Create and maintain changelogs following the Keep a Changelog specification v1.1.0, providing standardized format guidelines, best practices, and examples for documenting project changes in a human-readable way. Use when creating release notes, documenting…
لغة النص الأصلي: الإنجليزية
Complete toolkit for Chart.js 4.5.1, the popular JavaScript charting library using HTML5 Canvas rendering. Use when creating interactive charts (line, bar, pie, doughnut, radar, scatter, bubble, area), configuring axes and scales, customizing animations and…
لغة النص الأصلي: الإنجليزية
CLI tool for validating JSON, YAML, TOML, and JSON5 files against JSON Schema. Use when verifying configuration files, CI/CD workflows, or any structured data against a schema in the terminal via `uvx check-jsonschema`. Supports local and remote schemas, 25+…
لغة النص الأصلي: الإنجليزية
Minimal Scheme implementation for embedding in C applications. Provides tagged-pointer VM with precise non-moving GC, opcode-based execution, hygienic macros, green threads, full R7RS compliance, and a C FFI stubber. Use when embedding Scheme in C programs,…
لغة النص الأصلي: الإنجليزية