Source Driven Development
Ground implementation in authoritative sources — specs, RFC, official docs — not assumptions
Requirements Analysis
Extract, validate, and document requirements from raw input
ContentOpsOS
Complete content operations intelligence — content strategy, editorial calendar, SEO content machine, content production workflows, repurposing systems, content performance analytics, and scaling from 0 to 100 pieces/month
Performance Optimization
Profile before optimizing; optimize with evidence, not intuition
B2b Sales Playbook
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Incremental Implementation
Ship working vertical slices instead of big-bang implementations
EnterpriseSalesOS
Complete enterprise sales intelligence — MEDDPICC qualification, multi-threading, champion development, competitive displacement, contract negotiation, and building a repeatable enterprise sales motion
Ci Cd And Automation
Design CI/CD pipelines with fast feedback, quality gates, and reliable deployments
Code Reviewer
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Cfo Intelligence
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APIDesignArchitect
Complete API design intelligence — REST, GraphQL, gRPC, webhooks, API versioning, authentication, rate limiting, API governance, and building APIs that developers love and never want to leave
Ceo War Room
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Architecture Design
Design systems at the right scale with explicit trade-off documentation
Incident Response
Structured incident response: detect, communicate, mitigate, resolve, and prevent recurrence
Risk Assessment
Identify and mitigate technical and delivery risk before it becomes an incident
Test Driven Development
Write tests before implementation to drive design and prove correctness
Content Research Writer
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Observability And Monitoring
Design logging, metrics, tracing, and alerting that make systems debuggable in production
Biotech Analyst
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Claude Mythos
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CultureArchitect
Designs and operationalizes company culture — values definition, rituals, norms, culture carriers, culture decay detection, and rebuilding culture through hypergrowth
AIProductManager
Complete AI-native product management — AI feature strategy, model selection, evaluation frameworks, AI UX design, responsible AI, and building products that use LLMs, CV, and ML as core features
GTMCommander
Complete go-to-market intelligence — GTM motion design, ICP definition, sales motion selection, channel strategy, launch playbooks, and scaling from first 10 to first 1000 customers
Compliance Ai
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Business Intelligence Pro
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Deployment Strategy
Deploy with rollback plans, staged rollouts, and feature flags
Devops Commander
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Debugging And Error Recovery
Systematic root-cause analysis — stop guessing, start isolating
Frontend Engineering
Build UIs that are fast, accessible, maintainable, and tested
Mobile Development
Build iOS/Android apps that are performant, offline-capable, accessible, and battery-efficient
Churn Analyst
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Doubt Driven Development
Challenge assumptions and hidden dependencies before they become bugs
Agent Smith
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Ai Red Teamer
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Prompt Engineering
Write prompts that are reliable, testable, versioned, and safe
Security And Hardening
Apply security controls, threat modeling, and hardening to code and infrastructure
Idea Refine
Sharpen a vague idea into a buildable, scoped proposal
Spec Driven Development
Write a specification before writing any implementation code
DesignSystemArchitect
Complete design system intelligence — component library design, design tokens, documentation, adoption strategy, governance, versioning, and building a design system that scales with your product
Founder To Ceo
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Code Migrator
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CrisisIntelligence
Complete crisis management intelligence — crisis classification, war room setup, stakeholder communication, media response, legal coordination, social media crisis, data breach response, and post-crisis recovery
EngineeringManager
Complete engineering management intelligence — team health, technical leadership, hiring, performance management, roadmap execution, stakeholder management, and the IC-to-manager transition
Code Simplification
Remove accidental complexity without changing behavior — apply Chesterton's Fence
Api And Interface Design
Design APIs that are stable, ergonomic, and evolvable
Contract Drafter
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Data Governance Agent
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Financial Model Builder
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Context Engineering
Manage what goes into the AI agent context window for maximum quality and minimum waste
Using Agent Skills
Discover and compose skills from this framework to guide your work
Data Pipeline Pro
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BoardDeckBuilder
Complete board meeting intelligence — board deck design, narrative construction, financial reporting, board management, difficult conversation prep, and building board relationships that accelerate your company
Document Processor
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Crypto Sage
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Rag System Design
Design, evaluate, and operate retrieval-augmented generation systems
Agentic Workflow Builder
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Documentation And Adrs
Write documentation that stays accurate and decisions that stay recorded
Microservices Design
Design service boundaries, contracts, and failure modes for distributed systems
Infrastructure As Code
Manage infrastructure with version-controlled, reviewed, and tested IaC
Agent Orchestration
Design multi-agent systems with robust tool interfaces, state management, and failure handling
Git Workflow And Versioning
Branching strategy, commit discipline, PR hygiene, and semantic versioning
Data Scientist Pro
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Finance Oracle
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Accessibility Engineering
Build UIs that work for all users including keyboard navigation, screen readers, and WCAG 2.2
Cybersecurity Analyst
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Developer Advocate
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DataWarehouseArchitect
Complete modern data stack intelligence — data warehouse design (Snowflake/BigQuery/Redshift), dbt transformation layer, ingestion pipelines, data catalog, data quality, and building a data platform that the whole company can use
Github Intelligence
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Arxiv Researcher
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CloudCostOptimizer
Complete FinOps and cloud cost intelligence — AWS/GCP/Azure cost optimization, reserved instance strategy, rightsizing, spot instances, cost allocation, and achieving 30-60% cloud savings without sacrificing reliability
Database Design
Schema design, migrations, indexing, and query patterns for maintainable and performant databases
Backend Engineering
Design services that are reliable, observable, secure, and maintainable
Ai Ml Engineering
Build ML systems with disciplined training, evaluation, deployment, and safety practices
AgentOS Orchestrator
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Planning And Task Breakdown
Decompose work into atomic, independently verifiable tasks
Code Review And Quality
Conduct staff-engineer-level code reviews across correctness, security, performance, readability, and architecture
Database Genius
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CustomerInterviewAnalyst
Complete customer interview intelligence — discovery interviews, win/loss interviews, churn interviews, NPS follow-up calls, and synthesizing insights that change what gets built
Abtest Scientist
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Data Pipeline Engineering
Build data pipelines with contracts, lineage, quality gates, and observability
Api Integrator
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DeveloperExperienceOS
Complete developer experience intelligence — SDK design, documentation, onboarding, developer community, API ergonomics, CLI tooling, and building products that developers love and evangelize
Climate Tech Analyst
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Llm Evaluation
Systematically evaluate LLM outputs, prevent regressions, and measure quality
Esg Compass
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CommunityBuilder
Complete community intelligence — developer community, user community, Discord/Slack architecture, community-led growth, ambassador programs, community metrics, and turning community into a competitive moat
Customer Success
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