future-back
Envision ideal future state with clarity, then reverse-engineer the pathway from vision to reality using backward planning
idea-generation
Generate and validate startup ideas through market research, skill-market fit, and iterative refinement.
industry-pulse
Get a real-time pulse check on any industry or niche. Includes trending technologies, notable events, key shifts, and a 10-step venture design methodology for underserved market opportunities.
launch-legal
Minimum viable legal setup for business launches without expensive lawyers.
market-expansion
Strategic market expansion analysis using Tree of Thoughts with quantified entry strategies, financial projections, and risk assessment
objection-destroyer
Create powerful pitch closings with market insights, proprietary advantages, founder mission, and subtle FOMO triggers in under 45 seconds.
omtm-growth
YC growth framework - identify One Metric That Matters, commit to 7% weekly growth, install public accountability. Focus-forcing system for early-stage startups.
pm-assumption-mapping
Assumption mapping and product hypothesis testing frameworks for validating product ideas.
pm-discovery
Product discovery orchestrator - routes to specialized frameworks for interviews, assumptions, JTBD, and prioritization.
pm-jobs-to-be-done
Jobs-to-be-Done framework for understanding customer motivations and building solutions that get "hired".
pm-one-pager
Use when writing feature briefs or decision documents. Not for full PRDs (use /majestic:prd).
pm-prioritization
Feature prioritization frameworks - RICE scoring, ICE scoring, and Opportunity Solution Trees.
pm-roadmap
Use when planning product roadmaps with Now/Next/Later horizons. Not for feature prioritization (use pm-prioritization).
pmf-validation
Validate product-market fit through assumption testing, customer discovery, and MVP strategy.
pricing-strategy
Analyze competitor pricing models to develop optimal pricing structure with psychological thresholds, value perception patterns, and implementation roadmap.
strategic-planning
Build strategic plans for business goals. Creates one-page briefs with core objective, key milestones, leverage points, and risks. Includes people operations templates for hiring, onboarding, and performance management.
thirty-day-launch
Tactical 30-day business launch guide with copy-paste templates and hour-by-hour schedules.
gemini-image-coder
Generate and edit images using Google's Gemini API. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
anomaly-detector
Detect anomalies in data using statistical and ML methods. Z-score, IQR, Isolation Forest, and time-series anomalies.
csv-wrangler
Handle messy CSVs with encoding detection, delimiter inference, and malformed row recovery.
data-profiler
Generate data profiles with column stats, correlations, and missing patterns for DataFrames. Use for EDA and data discovery.
data-quality
Quality dimensions, scorecards, distribution monitoring, and freshness checks. Use for data validation pipelines and quality gates.
data-validation
Data validation patterns and pipeline helpers. Custom validation functions, schema evolution, and test assertions.
dbt-coder
dbt (data build tool) patterns for model organization, incremental strategies, and testing.
etl-core-patterns
Core ETL reliability patterns including idempotency, checkpointing, error handling, chunking, retry logic, and logging.
etl-incremental-patterns
Incremental data loading patterns including backfill strategies, CDC, timestamp-based loads, and pipeline orchestration.
etl-patterns
Production ETL patterns orchestrator. Routes to core reliability patterns and incremental load strategies.
great-expectations
Data validation using Great Expectations. Expectation suites, checkpoints, and data docs for pipeline monitoring.
pandas-coder
DataFrame manipulation with chunked processing, memory optimization, and vectorized operations.
pandera-validation
DataFrame schema validation using pandera. Schema definitions, column checks, and decorator-based validation.
parquet-coder
Columnar file patterns including partitioning, predicate pushdown, and schema evolution.
pydantic-validation
Record-level data validation using Pydantic models. Field validators, model validators, and batch validation patterns.
schema-discoverer
Infer schema from sample data files (CSV, JSON, Parquet) and generate type definitions.
source-analyzer
Analyze data source characteristics including update frequency, volume patterns, and schema stability.
sql-patterns
Advanced SQL patterns including window functions, CTEs, recursive queries, and optimization techniques.
test-fixture-generator
Generate synthetic test data with edge cases for ETL pipeline testing.
testing-patterns
Pytest templates and patterns for ETL pipeline testing - unit, integration, data quality.
ansible-coder
This skill guides writing Ansible playbooks for server configuration. Use when hardening servers, installing packages, or automating post-provisioning tasks that cloud-init cannot handle.
backblaze-coder
This skill guides Backblaze B2 Cloud Storage integration with OpenTofu/Terraform and B2 CLI. Use when managing B2 buckets, application keys, file uploads, lifecycle rules, or S3-compatible storage.
cloud-init-coder
This skill guides writing cloud-init configurations for VM provisioning. Use when creating user_data blocks in Terraform/OpenTofu, or cloud-init YAML for AWS, DigitalOcean, GCP, or Azure instances.
cloudflare-coder
This skill guides provisioning Cloudflare infrastructure with OpenTofu/Terraform. Use when managing zones, DNS records, WAF rules, SSL settings, Page Rules, or cache configuration.
devops-maintainability-checker
Infrastructure maintainability verification covering naming conventions, formatting, DRY patterns, and version constraints.
devops-plan
Gather DevOps context for infrastructure planning. Detects IaC tools, providers, and recommends skills. Use when /majestic:plan detects infrastructure work.
devops-platform-patterns
Platform-specific IaC checklists for DigitalOcean, Hetzner, AWS, and Cloudflare.
devops-simplicity-checker
Infrastructure simplicity scoring. Detects overengineering in Terraform/OpenTofu and Ansible configurations.
devops-verifier
Verify DevOps/infrastructure code against best practices, security, simplicity, and documentation standards. Use after implementing or before shipping infrastructure changes.
digitalocean-coder
This skill guides writing DigitalOcean infrastructure with OpenTofu/Terraform. Use when provisioning Droplets, VPCs, Managed Databases, Firewalls, or other DO resources.
hetzner-coder
This skill guides provisioning Hetzner Cloud infrastructure with OpenTofu/Terraform. Use when creating servers, networks, firewalls, load balancers, or volumes on Hetzner Cloud.
infra-security-review
Security patterns and checklists for reviewing Infrastructure-as-Code. Covers Terraform/OpenTofu state, secrets, network, compute, database, and storage security.
onepassword-cli-coder
This skill guides integrating 1Password CLI (op) for secret management in development workflows. Use when loading secrets for infrastructure, deployments, or local development.
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