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nick-saraev-agentic-workflows-mastery Nick Saraev's 6-hour agentic workflows course: DO framework, self-annealing systems, cloud deployment, MCP integration, and productized AI services
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Download Zip Downloading... name Nick Saraev: Agentic Workflows Mastery description Nick Saraev's 6-hour agentic workflows course: DO framework, self-annealing systems, cloud deployment, MCP integration, and productized AI services version 2.1 format completion-engine workflows 7
Nick Saraev: Agentic Workflows Mastery
Complete 6-hour course on building production agentic workflows—from beginner to pro (2026).
Nick Saraev delivers the definitive guide to building, deploying, and productizing agentic AI workflows. This extraction covers the DO framework, self-annealing architectures, parallel build patterns, MCP integrations, and the business side of selling AI automation services.
Core Principle : Agents should self-correct, self-improve, and require minimal human intervention in production.
Available Workflows
# Workflow Produces Use When strategic Strategic Audit & ROI Roadmap AI Automation Strategy & Investment Proposal Identifying high-leverage automation opportunities and pitching them to stakeholders or clients agentic Agentic System Architecture & Design Technical Architecture & System Specification Document Designing the core logic, sub-agent structure, and decision-making frameworks for a new agentic system production Production Deployment & Performance Optimization Production-Ready Deployment Plan & Optimization Report Moving from a prototype to a scalable, cloud-deployed production system that improves over time productized Productized Service & Client Success Productized Service Blueprint & Client Success Framework Packaging AI services into scalable offers and managing the long-term client relationship ai AI Agency Growth & Content Engine AI Service Go-To-Market & Content Campaign Kit Generating leads and establishing authority in the AI automation market prompt Prompt Engineering & Optimization Production-Ready Prompt + Data-Driven Test Protocol Writing or hardening any prompt that runs in a business system — C-I-O-R-E structure, compression pass, Monte Carlo hit-rate testing offer Offer Selection & Premium Pricing Offer Repositioning Brief + Pricing Ladder + 4-Week Action Plan Deciding WHAT to sell and WHAT to charge — revenue proximity, value stacking, price doubling (delivery/retainers stay in productized)
Quick Reference
Execution Prompts (structure-pure v2)
39 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.
DO Framework Builder — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_01_do_framework_builder.mdSelf-Annealing Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_02_self_annealing_architect.mdSystem Prompt Engineer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_03_system_prompt_engineer.mdParallel Build Orchestrator — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_04_parallel_build_orchestrator.mdCloud Deployment Deployer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_05_cloud_deployment_deployer.mdSub-Agent Designer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_06_sub_agent_designer.mdWorkflow Optimizer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_07_workflow_optimizer.mdWorkflow Audit & ROI Prioritizer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_08_workflow_audit_roi_prioritizer.mdValue-Based Proposal Generator — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_09_value_based_proposal_generator.mdRapid Prototype Builder — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_10_rapid_prototype_builder.mdMCP Integration Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_11_mcp_integration_architect.mdProductized Offer Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_12_productized_offer_architect.mdCase Study & Social Proof Engine — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_13_case_study_social_proof_engine.mdClient Handoff System Designer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_14_client_handoff_system_designer.mdRetainer Relationship Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_15_retainer_relationship_architect.md
IDE Workspace Configurator — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_16_ide_workspace_configurator.md
Voice-First Specification Engine — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_17_voice_first_specification_engine.md
Headline & Hook Alchemist — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m01_headline_hook_alchemist.md
Sales Copy Virtuoso — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m02_sales_copy_virtuoso.md
Consumer Psychology Decoder — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m03_consumer_psychology_decoder.md
Story Architecture Engine — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m04_story_architecture_engine.md
Viral Content Engineer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m05_viral_content_engineer.md
Positioning & Differentiation Strategist — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m06_positioning_differentiation_strategist.md
Email Sequence Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m07_email_sequence_architect.md
Content Pillar & Ideation System — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m08_content_pillar_ideation_system.md
Creative Brief & Art Direction Generator — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_m09_creative_brief_art_direction.md
Problem-to-Workflow Translator — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n18_problem_to_workflow_translator.md
Horizontal Leverage Analyzer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n19_horizontal_leverage_analyzer.md
AI Overhang Exploiter — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n20_ai_overhang_exploiter.md
Multi-Agent Orchestration Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n21_multi_agent_orchestration_architect.md
Context Window Engineer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n22_context_window_engineer.md
Hybrid Decision Engine — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n23_hybrid_decision_engine.md
Error Taxonomy & Recovery Designer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n24_error_taxonomy_recovery_designer.md
Batch Processing Architect — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n25_batch_processing_architect.md
API Integration Pattern Library — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n26_api_integration_pattern_library.md
Performance Optimization Engine — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n27_performance_optimization_engine.md
Self-Improving System Designer — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n28_self_improving_system_designer.md
Skill Stacking Combiner — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n29_skill_stacking_combiner.md
Automation Audit Protocol — skills/nick-saraev-agentic-workflows/references/prompts-v2/crown_jewel_n30_automation_audit_protocol.mdMore from this repository The /generate front door — in-house, pay-as-you-go creative generation (Higgsfield replacement). One command for image, video, and audio: routes each request to the right model recipe (skills/generate/models/*.json), defers to binding creative_router lanes (people → fal-people, style-family → fantastic-posters; Higgsfield fully retired 2026-08-06), quotes paid video before running, honors prompt-level budgets ("total budget $3"), runs comparison batches across models, logs every prompt beside its asset, and auto-refreshes the Asset Command Center (/assets-board). Use when the user says "generate", "make an image/video/voiceover", "create ads/assets/creative", names a model (recraft, kling, seedance, nano banana, gpt image), or asks for a multi-model comparison. Source: RoboNuggets 9C4TRbucmhQ, rebuilt on our fal-first stack.
The Edit Bay — in-house conversational video studio (VOX-style explainers, documentaries, shorts, LinkedIn video). Transcript-driven cutting, B-roll ladder, motion graphics as code, captions, music, publish-ready packages — all agent-operated, free-first. Use when Farrice says "edit this video/footage", "make an explainer/documentary/short", "cut this recording", "add B-roll/captions/music", "turn this essay/post into a video", or any video production ask. Front door for three modes: talking-head, VO-only, zero-camera (his recorded VO + assembled visuals — NO voice clone, NO TTS narration, his ruling 2026-08-06). Source: Brad Bonanno agentic edit pipeline (extractions/brad-bonanno-edit-bay/), rebuilt on the house stack: WhisperX local + edit_bay.py ffmpeg assembly + HyperFrames/Remotion graphics + /generate (fal) — NO Higgsfield (retired 2026-08-06).
brad-bonanno-explainer-video-architecture Architects technical explainer videos using Brad Bonanno's structural patterns — survives short attention spans, communicates complete systems (not just teasers), and functions as a channel-building artifact (one video pulls subscribers, not just views). Use when planning a long-form technical explainer (5-20 min) for YouTube, structuring an explanation of a complex system the user knows but can't teach yet, balancing depth vs accessibility for a technical audience, or building an evergreen video meant to compound subscriber growth over years rather than spike then die. Trigger proactively whenever the user says "explainer video", "technical explainer", "how do I explain X", "long-form YouTube", "evergreen video", or has a complex system that needs to land with a non-expert. For Instagram-format shareworthy content use brock-johnson-shareworthy-content; for short-form video patterns use a TikTok/Reels-specific skill.
Related occupations SOC
Based on SOC occupation classification
