@goan999999: The AI Agent Era: The Wealth Information Gap Unknown to 90% of People. Whoever Says It's Hard to Make Money in the AI Era, Hit Them with These 6 GitHub Repositories! 1. Agency Agents https://github.com/msitarzewski/ag…

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Summary

This tweet introduces six GitHub repositories related to AI agents, aimed at helping users leverage AI tools to automate tasks and make money.

The AI Agent Era: The Wealth Information Gap Unknown to 90% of People Whoever Says It's Hard to Make Money in the AI Era, Hit Them with These 6 GitHub Repositories! 1. Agency Agents https://github.com/msitarzewski/agency-agents… With this, you can have an entire AI company team, combining numerous professional AI agents covering different roles in development, design, product, and marketing. AI does the work to make money; you just need to contact clients. 2. Codebase Memory MCP https://github.com/DeusData/codebase-memory-mcp… Give AI agents 'long-term memory', converting the entire codebase into a knowledge graph that AI can understand, making agents better at grasping projects, reducing token consumption, and helping you save money. 3. Agent-Reach https://github.com/Panniantong/Agent-Reach… Equip AI agents with 'eyes' to search and read information from platforms like X, Reddit, YouTube, GitHub, etc., allowing agents to proactively help you gather money-making information. 4. OpenMontage https://github.com/calesthio/OpenMontage… Turn AI agents into an automated content production team, handling everything from topics, scripts, materials, editing, to rendering. One person can build a content production pipeline to enhance self-media monetization capabilities. 5. Orca https://github.com/stablyai/orca A multi-agent collaboration tool that can manage multiple AI agents simultaneously, processing complex tasks in parallel, evolving AI from a single assistant to a collaborative team. 6. Firecrawl https://github.com/firecrawl/firecrawl… A data collection tool that converts website content into structured data that AI can directly understand, serving as infrastructure for many AI applications to acquire knowledge and build RAG.
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Cached at: 08/24/26, 03:57 PM

AI Agent era, 90% of people don’t know about this wealth gap. If anyone tells you it’s hard to make money in the AI era, slap these 6 GitHub repositories right on their forehead!

  1. Agency Agents
    https://github.com/msitarzewski/agency-agents…
    You can have an entire AI company team by yourself, gathering numerous professional AI Agents covering development, design, product, and marketing roles. AI helps you work and earn money—you just need to connect with clients.

  2. Codebase Memory MCP
    https://github.com/DeusData/codebase-memory-mcp…
    Give AI Agents “long-term memory,” converting the entire codebase into a knowledge graph that AI can understand. This helps Agents better grasp the project, reduce redundant token usage, and save you money.

  3. Agent-Reach
    https://github.com/Panniantong/Agent-Reach…
    Equip AI Agents with “eyes” so they can search and read information from platforms like X, Reddit, YouTube, and GitHub. Let the Agent proactively fetch money-making information for you.

  4. OpenMontage
    https://github.com/calesthio/OpenMontage…
    Turn AI Agents into an automated content production team, handling everything from topic selection, scripts, materials, editing, to rendering. A single person can build a content production pipeline and boost monetization for self-media.

  5. Orca
    https://github.com/stablyai/orca
    A multi-agent collaboration tool that can manage multiple AI Agents simultaneously, processing complex tasks in parallel. It evolves AI from a single assistant into a collaborative team.

  6. Firecrawl
    https://github.com/firecrawl/firecrawl…
    A data collection tool that converts website content into structured data directly understandable by AI. It’s a foundational component for many AI applications to acquire knowledge and build RAG.


msitarzewski/agency-agents

Source: https://github.com/msitarzewski/agency-agents

🎭 The Agency: AI Specialists Ready to Transform Your Workflow

A complete AI agency at your fingertips

  • From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
    GitHub stars (https://github.com/msitarzewski/agency-agents)
    License: MIT (https://opensource.org/licenses/MIT)
    PRs Welcome (https://makeapullrequest.com)
    Sponsor (https://github.com/sponsors/msitarzewski)
    Download the app (https://github.com/msitarzewski/agency-agents-app/releases/latest)

🆕 There’s an app now

Agency Agents (https://agencyagents.app) is a native app for macOS, Linux & Windows that browses the entire roster and installs it into Claude Code, Cursor, Codex, Gemini, Osaurus, and more—with a click. No clone, no scripts, and it auto-updates.
→ Download the latest release (https://github.com/msitarzewski/agency-agents-app/releases/latest) · agencyagents.app (https://agencyagents.app)


🚀 What Is This?

Born from a Reddit thread and months of iteration, The Agency is a growing collection of meticulously crafted AI agent personalities. Each agent is:

  • 🎯 Specialized: Deep expertise in their domain (not generic prompt templates)
  • 🧠 Personality-Driven: Unique voice, communication style, and approach
  • 📋 Deliverable-Focused: Real code, processes, and measurable outcomes
  • ✅ Production-Ready: Battle-tested workflows and success metrics

Think of it as: Assembling your dream team, except they’re AI specialists who never sleep, never complain, and always deliver.


⚡ Quick Start

Option 1: Install the app (Recommended)

The fastest way in—no clone, no terminal.
Agency Agents (https://agencyagents.app) is a native desktop app (macOS · Linux · Windows) that browses the whole roster and installs agents into Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Qwen, and Osaurus for you, then keeps them up to date.
⬇ Download the latest release (https://github.com/msitarzewski/agency-agents-app/releases/latest)
—or on a Mac:

brew install --cask msitarzewski/agency-agents/agency-agents  

Prefer the command line? The script-based options below install the same agents.

Option 2: Use with Claude Code

# Install all agents to your Claude Code directory  
./scripts/install.sh --tool claude-code  

# Or manually copy a category if you only want one division  
cp engineering/*.md ~/.claude/agents/  

# Then activate any agent in your Claude Code sessions:  
# "Hey Claude, activate Frontend Developer mode and help me build a React component"  

Option 3: Use as Reference

Each agent file contains:

  • Identity & personality traits
  • Core mission & workflows
  • Technical deliverables with code examples
  • Success metrics & communication style

Browse the agents below and copy/adapt the ones you need!

Option 4: Use with Other Tools (GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Kimi Code, Codex, Osaurus, Hermes, Mistral Vibe)

# Step 1 -- generate integration files for all supported tools  
./scripts/convert.sh  

# Step 2 -- install interactively (auto-detects what you have installed)  
./scripts/install.sh  

# Or target a specific tool directly  
./scripts/install.sh --tool antigravity  
./scripts/install.sh --tool gemini-cli  
./scripts/install.sh --tool opencode  
./scripts/install.sh --tool copilot  
./scripts/install.sh --tool openclaw  
./scripts/install.sh --tool cursor  
./scripts/install.sh --tool aider  
./scripts/install.sh --tool windsurf  
./scripts/install.sh --tool kimi  
./scripts/install.sh --tool codex  
./scripts/install.sh --tool osaurus  
./scripts/install.sh --tool hermes  
./scripts/install.sh --tool vibe  

Install only the teams you need (not everyone wants every division):

./scripts/install.sh  # interactive wizard: pick tools + teams  
./scripts/install.sh --tool claude-code --division engineering,security  
./scripts/install.sh --tool cursor --agent frontend-developer,ui-designer  
./scripts/install.sh --list teams  # see every team + agent count  
./scripts/install.sh --tool opencode --division engineering --dry-run  

OpenCode note: OpenCode’s runtime currently registers only ~119 agents and silently drops the rest (upstream bug (https://github.com/anomalyco/opencode/issues/27988)). Installing a subset with --division keeps you under that limit. The installer warns you when a selection would exceed it. See the Multi-Tool Integrations section below for full details.


🎨 The Agency Roster

💻 Engineering Division

Building the future, one commit at a time.

AgentSpecialtyWhen to Use
🎨 Frontend DeveloperReact/Vue/Angular, UI implementation, performanceModern web apps, pixel-perfect UIs, Core Web Vitals optimization
🏗️ Backend ArchitectAPI design, database architecture, scalabilityServer-side systems, microservices, cloud infrastructure
📱 Mobile App BuilderiOS/Android, React Native, FlutterNative and cross-platform mobile applications
🤖 AI EngineerML models, deployment, AI integrationMachine learning features, data pipelines, AI-powered apps
🚀 DevOps AutomatorCI/CD, infrastructure automation, cloud opsPipeline development, deployment automation, monitoring
🌐 Network EngineerCisco IOS/IOS-XE, Juniper Junos, Palo Alto PAN-OSRouter/switch/firewall configuration, BGP/OSPF, ACLs, show-output troubleshooting
Rapid PrototyperFast POC development, MVPsQuick proof-of-concepts, hackathon projects, fast iteration
💎 Senior DeveloperLaravel/Livewire, advanced patternsComplex implementations, architecture decisions
🔧 Filament Optimization SpecialistFilament PHP admin UX, structural form redesign, resource optimizationRestructuring Filament resources/forms/tables for faster, cleaner admin workflows
Autonomous Optimization ArchitectLLM routing, cost optimization, shadow testingAutonomous systems needing intelligent API selection and cost guardrails
🔩 Embedded Firmware EngineerBare-metal, RTOS, ESP32/STM32/Nordic firmwareProduction-grade embedded systems and IoT devices
🚨 Incident Response CommanderIncident management, post-mortems, on-callManaging production incidents and building incident readiness
⛓️ Solidity Smart Contract EngineerEVM contracts, gas optimization, DeFiSecure, gas-optimized smart contracts and DeFi protocols
🧭 Codebase Onboarding EngineerFast developer onboarding, read-only codebase exploration, factual explanationHelping new developers understand unfamiliar repos quickly by reading the code, tracing code paths, and stating facts about structure and behavior
📚 Technical WriterDeveloper docs, API reference, tutorialsClear, accurate technical documentation
💬 WeChat Mini Program DeveloperWeChat ecosystem, Mini Programs, payment integrationBuilding performant apps for the WeChat ecosystem
👁️ Code ReviewerConstructive code review, security, maintainabilityPR reviews, code quality gates, mentoring through review
🗄️ Database OptimizerSchema design, query optimization, indexing strategiesPostgreSQL/MySQL tuning, slow query debugging, migration planning
🌿 Git Workflow MasterBranching strategies, conventional commits, advanced GitGit workflow design, history cleanup, CI-friendly branch management
🏛️ Software ArchitectSystem design, DDD, architectural patterns, trade-off analysisArchitecture decisions, domain modeling, system evolution strategy
🛡️ SRESLOs, error budgets, observability, chaos engineeringProduction reliability, toil reduction, capacity planning
🧬 AI Data Remediation EngineerSelf-healing pipelines, air-gapped SLMs, semantic clusteringFixing broken data at scale with zero data loss
🔧 Data EngineerData pipelines, lakehouse architecture, ETL/ELTBuilding reliable data infrastructure and warehousing
🔗 Feishu Integration DeveloperFeishu/Lark Open Platform, bots, workflowsBuilding integrations for the Feishu ecosystem
🧱 CMS DeveloperWordPress & Drupal themes, plugins/modules, content architectureCode-first CMS implementation and customization
📧 Email Intelligence EngineerEmail parsing, MIME extraction, structured data for AI agentsTurning raw email threads into reasoning-ready context
🎙️ Voice AI Integration EngineerSpeech-to-text pipelines, Whisper, ASR, speaker diarizationEnd-to-end transcription pipelines, audio preprocessing, structured transcript delivery
🖧 IT Service ManagerITIL 4 service managementIncident/problem/change management, SLAs, CMDB
🪡 Minimal Change EngineerMinimum-viable diffsFixing only what’s asked, no scope creep
📜 OrgScript EngineerOrgScript grammar & AST validationDesigning/parsing OrgScript business-logic definitions
🧬 Prompt EngineerLLM prompt design & optimizationTurning vague instructions into reliable AI behaviors
🕸️ Multi-Agent Systems ArchitectMulti-agent pipeline design & governanceTopology, context, trust, failure recovery for agent systems
🛒 Drupal Shopping Cart EngineerDrupal Commerce storefrontsCatalog, payments, checkout, orders on Drupal 10/11
🛍️ WordPress Shopping Cart EngineerWooCommerce storefrontsCatalog, payments, checkout, conversion on WordPress
💳 Payments & Billing EngineerPSP integration, idempotent payment flows, subscription billingStripe/Adyen/Braintree integrations, webhook processing, dunning, reconciliation
🌍 Internationalization EngineerICU MessageFormat, RTL/bidi layouts, CLDR formatting, pseudo-localizationMaking apps translation-ready, locale-aware formatting, RTL support, i18n audits
Drupal Performance EngineerDrupal performance & Core Web VitalsCaching, DB/query tuning, render pipeline, profiling high-traffic Drupal
WordPress Performance EngineerWordPress performance & Core Web VitalsCaching, query/asset optimization, plugin tuning, profiling high-traffic WP
Section 508 Accessibility SpecialistUS federal 508 / WCAG accessibilityARIA, screen-reader testing, VPAT/ACR authoring, remediation
🏛️ USWDS DeveloperUS Web Design System (federal)Accessible gov UI components & design-system patterns
🔎 Search Relevance EngineerSearch ranking & relevanceQuery understanding, embeddings, ranking/eval, relevance tuning
🔐 Identity & Access EngineerAuthN/AuthZ & IAMOAuth/OIDC/SAML, SSO, RBAC/ABAC, token & session security
🤝 Realtime Collaboration EngineerRealtime sync & presenceCRDTs/OT, conflict resolution, live cursors, offline sync
💻 Desktop App EngineerCross-platform desktop appsElectron/Tauri, native integration, packaging, auto-update
🚀 Mobile Release EngineerMobile release & CI/CDApp Store/Play submission, signing, staged rollout, crash triage
🎬 Video Streaming EngineerVideo streaming & transcodingHLS/DASH, ABR, codecs, CDN delivery, low-latency streaming
💰 FinOps EngineerCloud cost engineeringCost allocation, rightsizing, unit economics, budget & anomaly control
🧩 WebAssembly EngineerWebAssembly & WASIRust/C++→WASM, sandboxing, host bindings, performance
🔌 API Platform EngineerAPI gateways & platformsGateway design, versioning, rate limiting, developer portals
🛟 Database Reliability EngineerDatabase reliability (DBRE)HA/replication, automated failover, PITR backups, zero-downtime ops
🛠️ Developer Tooling EngineerCLI & developer toolingCommand-line tools, internal DX, build/dev workflows
📡 IoT Fleet EngineerIoT & edge fleetDevice provisioning/identity, MQTT telemetry, OTA updates
🔍 RAG Pipeline EngineerProduction RAG pipelinesChunking, retrieval quality, hybrid search, re-ranking, eval-driven iteration
🗄️ GaussDB Expert EngineerHuawei GaussDB OLTPEnterprise OLTP performance, HA, and migration on Huawei’s GaussDB
🕵️ Privacy EngineerPII discovery, data minimization, consent

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