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tyx-lab — atomic building blocks for AI agents, LLM apps, RAG and modern software

tyx-lab

Atomic Building Blocks & Mini-Tools for AI Agents, LLM Apps, RAG & Modern Software

219 ready-to-use modules, artifacts & runnable tools — LLM routing, RAG, agent loops & memory, MCP servers, prompt engineering, fintech ledgers & minting, self-hosted model training, Next.js SaaS, Three.js — each distilled from a real, running production system. Copy a piece, or run a whole mini-app.
Open source — use it wisely.

MIT atoms modules artifacts tools recipes

Tools · Modules · Artifacts · Recipes · index.json · llms.txt · ▶ Playground · Contribute

🧠 Use it as a knowledge base (RAG / agent memory)

Built to be queried by agents, not just read:

  • llms.txt — every atom as a flat, LLM-ingestible list. Drop it into any RAG pipeline.
  • index.json — the machine-readable map (id, lane, category, path).
  • tools/tyx-lab-mcp — an MCP server your agent registers to search_atoms() / get_atom() on demand. The whole library becomes system memory. See docs/KNOWLEDGE_PATH.md.

What is this?

Every atom was pulled out of a real system and stripped to its smallest reusable unit — one job each, so you can lift it into a different project. Four ways to use it:

  • tools/ — runnable mini-tools & mini-apps: single-file web apps, CLIs, MCP servers, scripts.
  • modules/ — atomic code you import: one job, one file.
  • artifacts/ — atomic non-code: prompts, templates, formulas, methods, playbooks, frameworks, checklists, findings.
  • recipes/ — how to stitch several atoms into a working use case.

Who is this for?

Anyone building AI agents, agentic AI, LLM apps, RAG pipelines, MCP servers, AI tools, self-hosted models, SaaS, or software who would rather grab a battle-tested piece than reinvent it.

Catalog — 219 atoms

23 tools · 117 modules · 79 artifacts · 7 recipes. Machine-readable: index.json · llms.txt.

Recipes — stitch atoms into a solution (7)

Tools — runnable mini-apps, CLIs & MCP servers (23)

AI, Agents & LLM (5)
  • Agentic Framework — script — Lightweight framework for building autonomous agents with tool use, planning, and memory. Supports multiple LLM backends, extensible tool...
  • AI Prompt Lab — web-app — Craft, test, and refine AI prompts. Write positive/negative prompts, choose models and styles, generate images. Save and manage prompts.
  • Background Remover — web-app — Remove image backgrounds with AI-powered processing. Upload photos and download PNG with transparent background.
  • TTS Voice Module — script — Multi-engine Text-to-Speech module with voice cloning support. Supports OpenAI TTS, Coqui XTTS-v2 (self-hosted), and Web Speech API. Reac...
  • tyx-lab MCP Server (library brain) — mcp-server — Search and fetch tyx-lab atoms on demand over MCP — turn the whole 188-atom library into a live, queryable knowledge base for your agent.
Infrastructure & Backend (4)
  • CLI Tool Template — cli — Minimal command-line interface template with argument parsing, config storage, and example commands. Adapt for any domain.
  • MCP Server Skeleton — mcp-server — Minimal stdio-transport MCP server template with tool registration & example tool. Use as foundation for adapting any service/API to MCP.
  • Platform Connector Adapter — script — Unified API connector layer for social/commerce platforms. Adapters for messaging APIs, analytics feeds, e-commerce integrations. Configu...
  • Visual Flow Builder — web-app — Browser-based visual flow builder for composing multi-step workflows. Drag-and-drop steps, configure parameters, save as JSON, and execut...
Business, SaaS & Fintech (3)
  • Content Calendar — web-app — Editorial calendar for content planning and scheduling. Month/week/day views, drag-drop scheduling, status tracking, team collaboration.
  • Credit & Usage Dashboard — web-app — Real-time credit balance and usage tracking dashboard. Polls backend for credit status, displays 30-day trends with mock data fallback, c...
  • Embeddable Balance Widget SDK — tool — JavaScript/React SDK for embedding real-time wallet balance display in partner web apps. Reads from public REST API, handles currency for...
Ops & Methodology (3)
  • Log Viewer Dashboard — web-app — Real-time reactive log viewer with polling & Socket.io support. Displays structured logs with live refresh, filtering by agent/service, a...
  • Upload Monitor Dashboard — web-app — Real-time file upload monitoring dashboard. Tracks upload progress, file sizes, error rates, queue status with live updates via Socket.io.
  • World Config Editor — web-app — Monaco-based JSON editor for world.json configuration files. Direct load/save from gateway backend with syntax highlighting and validation.
Video, Media & Publishing (3)
  • Image to Video — web-app — Animate static images into videos with AI. Add motion prompts, choose from cinematic/anime/3D styles, set duration and FPS, download MP4.
  • Motion Director MCP — Video Pipeline Tool — mcp-server — MCP server that exposes the Motion Director AI-video pipeline (idea → Visual DNA → storyboard → keyframes → i2v → voiceover →...
  • Video Editor — web-app — Edit videos with trim, text overlay, and audio controls. Multi-track timeline with visual editing. Import, edit, preview, and export videos.
3D, Graphics & Games (2)
  • Canvas Editor (Fabric.js) — web-app — 2D canvas editor powered by Fabric.js v6. Full-featured drawing, object manipulation, export/import with REST API backend (Express).
  • Image to 3D — web-app — Convert 2D images to interactive 3D models. Upload photos with optional prompts, choose output format (GLB/OBJ/FBX), and preview in real-...
Games (1)
  • NPC Generator — web-app — Generate game characters with customizable stats, rarity levels, and roles. Browse roster, export character data, integrate with game wor...
Design (2)
  • Map Generator — web-app — Generate procedural maps from descriptions. Choose size/style (cyberpunk/nature/scifi/fantasy), preview with tile-based rendering, export...
  • Photo Editor — web-app — Edit photos with 12+ filter presets, brightness/contrast/saturation controls, and sticker overlays.

Modules — atomic code (117)

AI, Agents & LLM (25)
  • Agent Cascade Router — LLM-based Tool Selection & Executor Dispatch — 2-tier cascade architecture: controller LLM selects tool + executor model, then passes work to specialized executor. Per-agent persona + ...
  • Agent Memory RAG — Obsidian-style Markdown + Wikilinks — Per-agent memory system with markdown notes, [[wikilink]] retrieval, and knowledge lineage tracking. Keyword-based retrieval with title b...
  • Agent Memory: 3-Layer Progressive Retrieval — Memory architecture for agents: index layer (FTS5), timeline layer (recent events), full context layer. Reduces token use 10x via progres...
  • Agent Persona Registry — Unified schema for registering NPC identities, personalities, skills, and role mappings in multi-agent systems.
  • AI Asset Quality Gate — Automated quality checks for AI-generated content (title/keyword/disclosure validation + scoring)
  • AI Metadata Stock Generator — Generate title, keywords, description, and AI disclosure for stock marketplace assets
  • AI Provider Router with Fallback — Route LLM calls across multiple OpenAI-compatible endpoints with automatic fallback chaining.
  • Behavior Tree & FSM State Model — Declarative schema for agent behavior: finite state machine (FSM) with states, transitions, conditions, and actions. Serializable and com...
  • Brand Schema Validator — Zod-based schema for 5-step brand brief intake: positioning, competitive analysis, tone, archetype, cultural context. Validates form inpu...
  • CoT Extractor & Quality Scorer — Extract chain-of-thought from LLM. Parse & blocks. Score reasoning quality (weak/adequate/strong). Detect epistemik ...
  • Dialogue Tree: Branching Narrative Model — Declarative dialogue tree for NPC conversations: branches, conditions, player choices, dialogue outcomes. Serializable for save/load and ...
  • Epistemology Framework (Islamic) — Islamic epistemology engine. Sanad chains, yaqin levels (ilm/ain/haqq), mutawatir/ahad tiers, maqashid al-shariah alignment, 4 cognitive ...
  • Jungian Archetype Selector — Canonical 12 Jungian brand archetypes mapped to quadrants with voice markers, core desires, and brand examples — for strategic position...
  • LLM Provider Registry Switchable — Declarative multi-provider LLM registry with fallback support (OpenRouter, HF, OpenAI, Anthropic, Gemini, custom)
  • Multi-Provider AI Router — Fallback AI content provider with priority: Groq (free) → Gemini (free) → Ollama (local) → Anthropic. Handles timeouts, fallback, a...
  • Multi-Provider AI Router — Unified LLM client with auto-fallback: Gemini→Cerebras→OpenAI→Anthropic→Pollinations. Prioritizes BYOK.
  • ReAct Reasoning Loop — Reason + Act loop for agentic systems. Thought -> Action -> Observation cycling with max steps & anti-loop safeguards.
  • Sanad Verifier (Multi-Source) — Cross-verify factual claims across web + corpus + LLM-prior. Reject hallucinations for fact-checkable, brand-specific, current-event clai...
  • Self-Refining Agent Loop (Tafakkur Pattern) — Dual-agent criticism loop: innovator generates → critic evaluates across multiple modes → refine or accept. Prevents single-pass medi...
  • Server-Sent Event Chat Stream Parser — Parse SSE frames from LLM/chat streaming endpoints. Tolerant of multiple JSON payload formats (token/delta/content/text variants), plain ...
  • Skill Registry Contract Pattern — Contract-enforced skill registry with boot-time validation: description and parameters mandatory, tools self-documenting.
  • Telegram Command Router & Inline Keyboard Builder — Route Telegram bot commands to handlers and build inline keyboard UI with callback actions.
  • Tile Grid Coordinator — Pure grid coordinate conversion utility for top-down and isometric tile maps (RPG/Gather-style). Square tiles, screen offset support, Man...
  • Tools Catalogue Schema — Unified registry schema for media providers, LLM vendors, and callable tools with free/paid status, fallback chains, and compatibility.
  • TTS Provider Wrapper — Abstraction layer for TTS services (OpenAI, Google Cloud, Azure) with caching, rate limiting, and streaming output. Normalizes provider A...
Infrastructure & Backend (41)
  • Action Guarded Executor — Wraps any callable with guard layers: health check → circadian check → rate-limit → think delay → execute. Returns structured Act...
  • Adaptive Rate Limiter with Warmup — Per-entity rate limiter with age-based warmup curve (0.08→1.0 over 21 days), jittered intervals, daily caps, and persistent state.
  • AES-256-GCM Secret Encrypt/Decrypt — Encrypt/decrypt sensitive data (API keys, tokens, secrets) with AES-256-GCM. Output: base64(iv || authTag || ciphertext). Key derived fro...
  • Atomic JSON File Store — Concurrency-safe file-based JSON storage with atomic write (temp+rename), read, and update.
  • Audio Chunk Streamer — HTTP streaming for large audio files with chunked transfer encoding. Supports range requests, pause/resume, and adaptive bitrate.
  • Auth Session Token Manager — In-memory session + token auth with bcrypt hashing and Express middleware
  • B2B API-Key Gateway Pattern — Multi-tier API key management for platform partners. Supports key rotation, rate limiting per API key, transaction signing with shared se...
  • Browser Automation Engine — Anti-detection browser launcher (patchright > playwright-extra > playwright). Supports Browserbase/Steel cloud.
  • BullMQ Job Enqueuer — Wrapper for BullMQ queue with exponential backoff, retry policy, and auto-cleanup. Standardizes job enqueueing for e-commerce workflows (...
  • Dual-Auth Internal Key Pattern — Server-to-server + user authentication hybrid: (1) Client sends JWT (user auth), (2) Server adds x-internal-key header (server auth). Pre...
  • Embedding Model Loader (3-Way) — Lazy-load embedding models: BGE-M3 (default, multilingual), Mamba2 (best quality), MiniLM (CPU fallback). Graceful disable if dependencie...
  • Environment Config Schema — Pydantic-based environment variable configuration with type coercion, validation, and defaults. Single source of truth for app settings a...
  • Exchange Rate Oracle Updater — Trusted price feed mechanism that updates denomination-to-fiat conversion rates via authenticated oracle transactions. Supports historica...
  • Exponential Backoff Queue — BullMQ queue configuration with exponential backoff retry strategy. Prevents thundering herd, includes auto-cleanup, and supports preset ...
  • Flow DAG Executor — Executes declarative node DAG from JSON: trigger, action, foreach, filter, spinner, delay. Variables via {{path.binding}}. Logs all node ...
  • Human-Like Timing Utilities — Sleep/delay helpers: typing speed, page reads, request gaps. For realistic bot behavior & rate-limit avoidance.
  • JSON File Store — Atomic — Atomic ACID-like JSON file-based storage with read/write/update and recovery
  • JWT Auth Cookies — JWT-based authentication with secure httpOnly cookies, refresh token rotation, and access token expiry. Handles auth state across SPA + API.
  • JWT Token Helper — Create and validate JWT access tokens with configurable TTL. Handles token generation, validation, claim extraction, and error cases for ...
  • Media Provider Fallback Orchestrator — Orchestrate calls to media providers (image, video, audio, design) with automatic fallback on failure and cost/quota tracking.
  • Meta Webhook Verifier — Verify Meta Cloud API webhook challenge-response and HMAC-SHA256 signatures. Validates webhook authenticity and prevents spoofing for Wha...
  • Multi-Entity Scheduler — Schedules recurring tasks across many entities (accounts/bots) with per-entity stagger, jittered intervals, health + circadian checks.
  • Parallel Tool Executor — Concurrent execution of independent tool calls using ThreadPoolExecutor. Bundle-by-bundle execution with dependency support.
  • Password Hashing with Scrypt — Hash and verify passwords using scrypt (Node built-in crypto). Format: hexSalt:hexKey. No native dependencies. Timing-safe comparison.
  • Prisma Lifecycle Service — NestJS injectable Prisma service with automatic connection management. Implements OnModuleInit/OnModuleDestroy for graceful startup and s...
  • Provider Registry — Data-Driven LLM/Media Provider Config — Catalog of available providers (LLM routers, executors, media services) loaded from JSON config. Zero code changes to add providers. Used...
  • Rate-Limited Message Queue Scheduler — Batching queue with per-destination throttling and retry for scheduled/bulk dispatch.
  • Redis Queue Wrapper — Factory pattern for Redis connection pooling and RQ queue management. Provides singleton Redis connection and named queues for reliable t...
  • Relative Timestamp Formatter — Format dates as human-readable relative timestamps (5m ago, 2h ago) and locale-aware time strings. Zero dependencies; works in browsers a...
  • Request Guard Sentinel — Per-entity request health tracker: classify error signals (challenge/rate-limit/auth-fail/blocked), track 3-state health (healthy/cooling...
  • Rotating User-Agent Pool — Real browser UAs (2026 updated), weighted by market share. Chrome 65%, mobile 15%, Firefox 5%, Safari 10%, Edge 5%.
  • Safe localStorage Wrapper — Browser localStorage with graceful fallback on quota exceeded or unavailability. JSON serialization, prefixed keys, silent error handling...
  • Semantic Response Cache (2-Tier) — In-memory LRU cache + optional semantic matching. Phase A: exact TTL-LRU. Phase B: embedding-based fuzzy match for similar queries.
  • Server Auth Token Cache — Self-healing JWT token cache for backend services. Auto-refresh when expiry approaches (60s buffer). Graceful fallback to static token. E...
  • Stealth Fetch Engine — curl-based HTTP client with anti-detection via TLS fingerprinting bypass, rotating UA, Chrome headers. Evades WAF blocks.
  • Sticky Proxy Pool Manager — Pool-based proxy manager with 1:1 sticky entity→proxy binding. Same entity always uses same IP (residential/datacenter/VPN). Rotation i...
  • Token Burn & Redemption Audit Trail — Immutable ledger of token burn events with cryptographic commitment. Records burn reason, timestamp, authorizer, and withdrawal destinati...
  • Token Supply Cap & Reserve Accounting — Tracks minted, burned, and circulating supply across denominations with hard limits per tier. Computes remaining mintable reserve and val...
  • Webhook Dispatcher — Fan-out webhook dispatcher for multiple integrations with configurable timeout and error handling. Posts events to active endpoints, logs...
  • Webhook Meta Header Validator — Validate Meta (WhatsApp/Facebook/Instagram) webhook signature using HMAC-SHA256. Prevents replay/spoofing attacks.
  • WhatsApp Multi-Device Session Connector — Manage WhatsApp multi-device sessions with per-tenant isolation, QR auth, and auto-reconnect.
Business, SaaS & Fintech (24)
  • Admin Approval Workflow — Maker-Checker Pattern — Four-eye approval system for high-value or sensitive operations (withdrawals, rate changes, supply adjustments). Separates initiation (Ma...
  • Append-Only Audit Log — Immutable append-only audit trail for fintech/compliance. Dual-track user + admin logs with soft-fail, denormalization, and request metad...
  • Command Intent Router — Parse text commands and route to intent handlers. Supports regex patterns, fuzzy matching, and parameter extraction.
  • Currency Formatter & Conversion — Format and convert between IDR and USD. Rate stored in DB or env, with fallback. Display helpers for prices with/without conversions.
  • Denomination Unit Price Resolver — Lookup table: Denomination → IDR unit price. Resolves GOLD, SILVER, BRONZE, DIAMOND to fiat value. Supports versioned snapshots for his...
  • Design Tokens Generator — Complete design token system (colors, typography, spacing, radius, shadow) — compiles to CSS custom properties and Tailwind preset.
  • Double-Entry Ledger — Immutable transaction ledger for fintech: P2P transfers, conversions with fees, mint/reward/withdraw operations. Includes denormalized ba...
  • Email Template Builder — Compile email templates with safe variable substitution and reusable partials.
  • Idempotent Payment Processing — Prevent duplicate transactions from webhook retries using deterministic idempotency keys. Guards against double-crediting users.
  • Intent Pattern Matcher — Static rule-based intent classifier for domain language (Indonesian commerce: stock check, production logging, sales). Avoids LLM calls b...
  • Message Pipeline Router — Inbound webhook message handler with intent parsing and action dispatch. Normalizes multi-channel input (WhatsApp, Telegram) → parses i...
  • Minimal Session Cookie Auth — HMAC-SHA256 signed session tokens (no external auth library). Payload: base64(json).signature. Stores in httpOnly cookie with 14-day TTL.
  • Multi-Denomination Wallet Balance — Track wallet balances across 4+ currency types (GOLD/SILVER/BRONZE/DIAMOND) with real-time fiat conversion. Returns normalized balance ob...
  • Multi-Tenant Granular Privilege System (PHP/MySQL) — Role-based access control with per-module granular permissions (can_view, can_create, can_edit, can_delete). Supports super admin full ac...
  • Nodemailer Email Template — Email dispatch via nodemailer with SMTP relay. Graceful fallback if SMTP unconfigured. Built-in HTML templates for common SaaS flows (pur...
  • Phone Normalization — Normalize and validate phone numbers for Southeast Asia (Indonesia 62). Handles leading zeros, country codes, and formats for WhatsApp/me...
  • Social Post Auto-Scheduler — Background worker (60s interval) that publishes scheduled social posts when scheduled_at <= now(). Supports batch processing, transaction...
  • Statement & Receipt Generator — On-demand PDF generation of transaction statements and receipts. Supports date range filtering, denomination breakdown, QR code embedding...
  • Tiered Quota & Rate-Limit Resolver — Check daily usage quota across tiers (admin/pro/free/anon). Supports IP-based hashing for anonymous users, cookie-based auth (admin/user ...
  • Transfer Intent Checkout State — Embeddable payment checkout lifecycle: (1) Client creates intent via public API key, (2) Proxy forwards to bank with internal key (CORS-s...
  • Trigger-Based Reward Schedule — Maps activity triggers (VIDEO_WATCH, QUIZ_COMPLETE, MISSION, etc.) → default reward amounts. Each trigger row: { trigger, label, defaul...
  • Wallet Denomination Ledger — Append-only transaction log per wallet, per denomination. Tracks all movements: TRANSFER in/out, MINT received, BURN removed, HOLD reserv...
  • Workflow DAG Executor — Validate a workflow DAG (node integrity, cycle detection) and simulate/execute nodes in dependency order.
  • Workflow Node Registry Builder — Extensible registry of workflow node types with ports, executors, and UI metadata.
Ops & Methodology (8)
  • Brute Force Login Guard — Rate limiter for login attempts using IP+identifier tracking. Prevents credential stuffing with configurable window (15min default).
  • CSRF Security Guard — CSRF token generation, validation, and session security hardening with HttpOnly + Secure + SameSite cookies.
  • Database Sequential Number Generator — Generate sequential document/invoice numbers with prefix, period (YYYYMM), and auto-increment. Useful for invoices, orders, leads.
  • Deploy Helper Scripts — Reusable bash for Node.js SaaS: NVM detection, git pull, npm install, build, PM2 restart. Timestamped logging.
  • Multi-Channel Alert Notifier — Alert dispatch via WhatsApp, email, logs with throttling (1/hour per source+provider+level).
  • Pagination Helper — Compute pagination windows (page, total, offset, page links) for lists and APIs.
  • Provider Quota Tracker — Admin-only quota tracking for shared providers (HF, RunPod, OpenAI). Daily/monthly caps, alerts at 70%/90%/100%.
  • Rupiah Currency & Text Formatter — Format numbers as IDR currency with short notation (M/jt/rb), and convert to Indonesian words (terbilang).
CRM & Pipeline (1)
Video, Media & Publishing (5)
  • Infinite Feed Renderer — Vertical infinite scroll feed container with post list and navigation. Decoupled from data source; compose with your own post component.
  • Ken Burns FFmpeg Renderer — Command-line video generation from still images using Ken Burns zoom-pan effect. Chains ffmpeg with zoompan filter for cinematic image→...
  • Multi-Platform Publisher Adapter — One interface to publish/assist-publish a video to YouTube, TikTok, Instagram, and Facebook.
  • Story Carousel Component — Instagram-style story carousel using compound component pattern. Horizontal scroll with narrative-driven UX. Styled, responsive.
  • YouTube Resumable Upload Wrapper — Wrap the YouTube Data API for OAuth + resumable uploads with processing/transcript polling.
3D, Graphics & Games (11)
  • 3D Isometric NPC Agent — Random Wander + State Machine — AI agent in 3D isometric world with random movement, state machine (idle/walking/working), spawn points, and wander radius. Supports beha...
  • A* Tilemap Pathfinder — Classic A* pathfinding algorithm for orthogonal tile grids. Supports 4 or 8-direction movement, configurable heuristics (Manhattan/Euclid...
  • Day Night Cycle — 24-hour environment cycle for Three.js scenes. Interpolates directional light, ambient light, fog, and clear color through keyframe-defin...
  • Game Loop with Fixed Timestep — requestAnimationFrame game loop with decoupled fixed-rate update (physics/logic) and variable-rate render. Includes frame skip limits, FP...
  • Image with Fallback Component — React component for images with inline fallback SVG on load error. Preserves dims and className. Useful for user-generated content, avata...
  • NPC World State Model — Declarative JSON schema for representing a room/world state: grid, objects, agents, zones, floors, themes.
  • Orthographic Camera Rig — Three.js orthographic camera controller with smooth follow, drag-to-pan, mouse wheel zoom, and touch pinch-zoom. Ideal for top-down/isome...
  • Raycaster Object Picker — Three.js mouse/touch-to-3D object picking via raycasting. Click/tap to select objects, optional hover highlighting with customizable colo...
  • Sprite Sheet Animator — Canvas 2D sprite sheet animation player. Manages frame sequences, playback speed, looping, ping-pong, and draw positioning. Ideal for cha...
  • Three.js Scene Bootstrap — Minimal WebGL scene initialization with renderer, scene, configurable lights, fog, and resize handling. Factory pattern for lights (ambie...
  • World Renderer Three.js Bootstrap — Three.js initialization: camera, lights, environment, post-processing, and render loop for isometric world rendering.
Research & AI Training (2)
  • Eval Benchmark Harness — Benchmark model before/after training. Metrics: perplexity, epistemic accuracy, response relevance, sanad coverage, conversation quality ...
  • Knowledge Graph from Wikilinks — Pure TypeScript module to extract and build directed graphs from markdown notes using [[wikilink]] syntax. Backlink indexing, graph visua...

Artifacts — atomic non-code (79)

AI, Agents & LLM (31)
Infrastructure & Backend (19)
Business, SaaS & Fintech (14)
  • Agent-Economy Credit-Minting Design: Service Credits & Internal Currency — framework — Framework for designing internal service credit systems that incentivize agent collaboration, prevent abuse, and enable frictionless serv...
  • Brand Identity Framework — framework — Aaker 5-slot + Sinek Golden Circle + Neumeier Onlyness positioning framework. Use as strategic validation checklist for generated brand i...
  • Design System Starter — framework — Comprehensive design system template with color palette, typography scale, component specs, spacing, interactions, responsive guidelines,...
  • Finite State Machine for Workflows — framework — Model complex processes (payments, withdrawals, approvals) with explicit states, guarded transitions, side effects, and audit trails. Pre...
  • Money Math in Minor Units — formula — Prevent floating-point rounding errors in financial calculations by working entirely in integer minor units (cents, satoshis). Includes c...
  • PRD Template & Structure — template — Comprehensive PRD framework for digital products, covering overview, goals, users, scope, architecture, features, design systems, data mo...
  • Pricing Plans Schema — template — SaaS pricing plan template (free/pro/enterprise with features, pricing, highlights)
  • Reward & Gamification System — template — Non-monetary reward system with achievement unlocks, leaderboards, and engagement incentives. Points drive user retention without fintech...
  • Sitemap & Information Architecture Template — template — Framework for organizing content and navigation structure, covering IA principles, structure patterns, labeling strategy, URL conventions...
  • SLM vs Cloud API: Decision Framework for Model Selection — framework — Decision framework for choosing between self-hosted SLMs (7B-13B) and cloud APIs based on latency, cost, privacy, customization, and reli...
  • Tenant Isolation Pattern — playbook — Multi-tenant architecture via per-user stores + shared admin store
  • Tiered Pricing & Package Resolution — formula — Dynamic pricing models: fixed packages with bonuses, quantity-based tiers, customer segments, and time-based proration for subscriptions.
  • Transaction Settlement State Machine — artifact — Canonical state flow for settlement workflows: PENDING → AUTHORIZED → POSTED → RECONCILED. Defines valid transitions, error recover...
  • Wireframe to Prototype Method — method — Step-by-step methodology for converting wireframes into interactive prototypes, covering component hierarchy, data structure, interaction...
Ops & Methodology (9)
CRM & Pipeline (1)
  • Lead Source & Bounce Reason Taxonomy — framework — Extensible enum of lead sources (WhatsApp, Referral, Cold Call, etc.) and bounce reasons (price, budget, competitor, etc.). Use for CRM p...
Video, Media & Publishing (1)
  • Storyboard Prompt Variants — template — Generate multi-genre video-generation prompts (ads, cinematic, generic) from a storyboard.
3D, Graphics & Games (1)
Research & AI Training (3)

A living library

New atoms land here continuously. Every agent and collaborator who builds something reusable extracts it back into this repo — the contract is in AGENTS.md. These atoms are the open layer of a larger ecosystem (Mighanworld, Migancore, Ixonomic); this repo is the part given freely.

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Found something useful? Leave a ⭐. Adding one? One PR = one atom, and the why is mandatory. See CONTRIBUTING.md.

Built & maintained by Fahmi Ghani · Tiranyx · MIT License
Real tools from a real builder. Use them freely, use them wisely.

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92+ atomic, copy-paste-ready modules & artifacts for building AI agents, LLM apps, RAG, agentic tools, fintech ledgers, Next.js SaaS & Three.js — distilled from real production systems. Open source, use it wisely.

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open-source webgl threejs typescript nextjs design-patterns saas fintech developer-tools lora code-snippets ai-agents rag building-blocks ai-tools llm prompt-engineering agentic-ai self-hosted-ai meta-capi

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Releases 2

tyx-lab v2.2.0 — 219 atoms, 3 lanes, MCP + llms.txt Latest
Jul 5, 2026
+ 1 release

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