This monorepo provides a comprehensive TypeScript SDK for the AT Protocol (Bluesky), including client libraries, server frameworks, OAuth authentication, identity resolution, data serialization (CBOR, CAR, CID), and lexicon-driven code generation. The architecture is modular, with ~50 packages organized by domain (clients, servers, utilities, definitions, OAuth, identity, bluesky-specific features). Key entry points include the generic XRPC client (`@atcute/client`), the OAuth browser and node clients, the XRPC server framework with WebSocket support, and the lexicon CLI for generating TypeScript bindings from AT Protocol schema definitions. Data flows involve typed API calls over HTTP/WebSocket, with automatic validation, rate limiting, and caching. External dependencies include `valibot` for runtime validation, `@noble/curves` for cryptography, and platform-specific WebSocket/Fetch implementations.
This is a mature, actively maintained AI agent skill called 'last30days' that enables agents (Claude Code, Codex, Grok, Gemini CLI, MCP hosts) to research any topic by aggregating content from 20+ social and news platforms (Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, GitHub, arXiv, Techmeme, Digg, and more) over a rolling 30-day window. The system is primarily a CLI engine (Python) with a companion Go MCP server for Claude Desktop. It employs a sophisticated pipeline: query planning by intent, parallel retrieval from multiple backends (keyless APIs, paid scrapers, CLI tools, LLM-based search), source-specific normalization, engagement-weighted relevance scoring, cross-source clustering, and deterministic fusion (weighted RRF) with per-author caps and diversity floors. Output is rendered as structured JSON, compact text, or self-contained HTML with optional publishing and Atom feeds. The codebase emphasizes security (credential hygiene, no browser cookie reads in unattended mode), determinism (fixture-based evaluation harness with grounding/recency/coherence scores), and graceful degradation (per-source fallback chains, never-raise error envelopes). While classified as an application (it's a skill/plugin for agent hosts), it exhibits strong data engineering traits: source adapters, normalization pipelines, scoring models, and an offline evaluation framework.
This is the official reference implementation of the AT Protocol (atproto) by Bluesky, implemented as a large TypeScript monorepo. It provides production-grade services for a decentralized social networking platform: a Personal Data Server (PDS) for user data storage, the Bluesky AppView (bsky) for social feed APIs, the Ozone moderation service, an OAuth 2.0 provider and client, and numerous supporting libraries for identity, cryptography, Lexicon schema validation, repository storage, and syncing. The architecture is microservice-oriented with internal gRPC communication (ConnectRPC) between the AppView and data plane, and relies on PostgreSQL, Redis, and AWS KMS for persistence and caching. The codebase is actively maintained with frequent commits, extensive test coverage, and a well-structured monorepo with many reusable packages.
Tokimeki is a full-featured, open-source Bluesky client built with SvelteKit and TypeScript. It provides a multi-column deck layout (similar to TweetDeck) with support for multiple accounts, real-time timeline updates, chat (direct and group), rich media embeds, custom moderation (keyword mutes, labelers), and extensive customization (themes, keyboard shortcuts, layout options). The application uses the AT Protocol (XRPC) for all Bluesky interactions, implements OAuth and password-based authentication, and includes a service worker for push notifications and offline caching. Architecturally, Tokimeki is a single-page application (SPA) with server-side routes for OAuth flows, AI features (alt text generation, column icon suggestions), and proxy endpoints. State management is handled via Svelte 5 runes ($state, $derived) and custom reactive classes (ColumnState, AppState, PostState). Data persistence uses IndexedDB (via Dexie) for accounts, bookmarks, and drafts, and localStorage for settings. The codebase is modular with clear separation of concerns: UI components in src/lib/components/, state classes in src/lib/classes/, utilities in src/lib/, and routes in src/routes/. It includes a comprehensive test suite using Vitest and Playwright. Key features include a custom feed merge engine for combining multiple timelines, a virtual scrolling system with Fenwick tree for efficient rendering, an image compression pipeline with WebAssembly and fallback, a full chat system with group management, and an atmosphere service registry for third-party integrations. The application is internationalized with 10+ locales and supports on-device translation via the browser's Translator API.