Skip to content

Engineering Blueprint

Safety checked

Run AI Coding Workflows With Agent Skills

3alirezarezvaniMay 2026

345 production-ready skills for 13 AI coding tools covering engineering, product, marketing, compliance, finance, research, and operations.

Core EngineeringAI & Advanced ToolsProduct & UXMarketing & GrowthBusiness OperationsFinance & StrategyQuality & ComplianceCross-Domain Productivity

Install Prompt

Copy this prompt and paste it into your AI agent to install.

What problem does this solve?

Runs complete domain workflows as reusable skills instead of building each capability from scratch. Engineers, product managers, marketers, compliance teams, and executives get domain-specific expertise (architecture review, SEO audit, ISO compliance, fundraising strategy) via Claude Code, Cursor, Codex, or 10+ other AI coding agents. Because each skill bundles instructions, Python CLI tools, and reference templates, teams start with production-ready expertise instead of blank-slate prompts.

How does it work?

  1. Install the skill collection into your AI coding agent (Claude Code via /plugin install, or any of 13 supported tools via ./scripts/convert.sh). 2. Pick a skill by domain (e.g. senior-architect for engineering, ceo-advisor for strategy, content-creator for marketing). 3. Run the skill with your context (codebase, design doc, campaign brief). Output: structured analysis, generated code/docs, or action plans, using 579 bundled Python tools and 702 templates as reference. Optionally chain skills across domains via personas (Startup CTO, Growth Marketer, Solo Founder) or orchestration patterns.

Included Skill Groups

Core Engineering Skills

Architecture, frontend, backend, fullstack, QA, DevOps, and SecOps for building production systems.

View Blueprint →

AI & Advanced Engineering Tools

Agent design, RAG, database architecture, CI/CD, MCP servers, and reliability patterns for advanced systems.

View Blueprint →

Product & UX Design Skills

Product strategy, discovery, analytics, UX research, UI design systems, and landing page generation.

View Blueprint →

Marketing & Growth Skills

Content creation, SEO/AEO, CRO, paid ads, email sequences, and demand generation for scaling customer acquisition.

View Blueprint →

Business Operations & Growth Skills

Customer success, sales engineering, revenue operations, contracts, partnerships, pricing, and deal management.

View Blueprint →

Finance & C-Level Strategy Skills

Financial analysis, SaaS metrics, investor relations, and executive advisory for leadership decisions.

View Blueprint →

Quality, Regulatory & Compliance Skills

ISO 13485, MDR, FDA, GDPR, SOC 2, CAPA, and compliance operating system for regulated industries.

View Blueprint →

Research & Cross-Domain Productivity

Academic research stack (literature review, grants, patent search), enterprise research operations, and personal productivity tools.

View Blueprint →

What's the biggest win?

Domain expertise ships in each skill; teams skip vendor tools and custom prompts because architecture review, security audit, compliance check, and product strategy all come with proven templates and decision frameworks.

What's required to run this?

All 579 Python tools use Python standard library only: zero external dependencies, runs anywhere Python 3.8+ runs. Skills ship as SKILL.md (frontmatter + instructions) plus optional scripts/, references/, assets/. Multi-tool conversion via ./scripts/convert.sh generates Cursor .mdc rules, Aider CONVENTIONS.md, and tool-specific formats. Cross-domain orchestration via personas and skill chains requires no framework; uses lightweight handoff protocol documented in orchestration/ORCHESTRATION.md.

What should I watch out for?

Skills assume agent can read codebase files or accept structured input (JSON, CSV, markdown); some advanced skills (RAG architect, chaos engineering) benefit from domain background; Hermes Agent and Mistral Vibe require sync scripts after clone to install into ~/.hermes/skills/ or ~/.vibe/skills/.

Key Features

345 Production Skills

Reusable expertise packages across 17 domains, each with structured instructions, Python tools, and reference templates

13 Platform Support

Works natively with Claude Code, Cursor, Codex, Gemini CLI, Hermes Agent, Mistral Vibe, Aider, Windsurf, and 5 more via unified convert script

579 CLI Tools (Stdlib Only)

Zero-dependency Python scripts for metrics calculation, code analysis, report generation, and data validation, all verified and runnable offline

702 Templates & References

Domain-specific checklists, frameworks, output formats, and decision guides embedded in each skill for immediate reuse

7 Pre-Built Personas

Startup CTO, Growth Marketer, Solo Founder, and domain specialists with curated skill loadouts and distinct communication styles

Tools in this Blueprint

Claude logo
4.6(456 reviews)
Claude logo
4.4(68 reviews)
Claude Code (Anthropic)
OpenAI Codex

About This Blueprint

License
MIT
Industry
Technology
Skills
0 workflows, 0 sub-skills, 345 standalone
Sales

ICP-Filtered Outreach Lists from G2 Buyer Intent

Stop wasting rep time on weak intent signals and mismatched accounts. The workflow ranks ICP-fit buyers by readiness, finds the right contact, and supplies tailored outreach angles for the strongest opportunities.

ClaudeClaudeG2 Buyer Intent (G2 MCP Server)ZoomInfo (MCP)+3 more

Ishani D.

Account Manager at G2

1 Skill
Customer Experience

Answer pre-purchase questions to convert hesitant shoppers with AI

Shoppers get accurate answers about fit, compatibility, ingredients, and delivery even when your team is offline, so fewer leave before checkout. Conversation insights also reveal which product-page details could prevent the next unanswered question.

Yuma AIYuma AIClaudeClaudeShopify

Urska B.

GTM Lead at Yuma AI (YC W23)

1 Skill
Customer Experience

Find the root cause behind repeat support tickets with AI

Catch a few unusual tickets before a product or fulfillment issue turns into hundreds of refunds, chargebacks, and bad reviews. Cluster transcript evidence by SKU, order date, location, and carrier so operations can trace the cause and support can reach affected customers early.

Yuma AIYuma AIClaudeClaudeShopify

Urska B.

GTM Lead at Yuma AI (YC W23)