pm-customer-interviews
Customer interview question bank and synthesis templates for product discovery.
add-config-field
Add new field to .agents.yml config schema (updates init.md templates, version, migration)
claude-headless-mode
Guide for using claude CLI in headless mode with --print, output formats, and JSON schema
fluff-detector
Detect human-oriented content in LLM artifacts. Flags attribution, personas, redundant explanations, marketing language, and decorative elements that waste tokens without improving LLM behavior.
skill-auditor
Audit installed skills across project, global, and plugin levels. Lists skills with line counts, identifies improvement opportunities (conciseness, clarity, overlap, token waste). Use when reviewing skill quality, finding bloated skills, or optimizing token budgets.
skill-linter
Validate skills against agentskills.io specification. Use when adding new skills to the marketplace, reviewing skill PRs, checking skill compliance, or running quality gates on skills. Validates frontmatter fields (name, description, compatibility, metadata, allowed-tools), directory naming, line limits, and structure.
agent-sdk
Guide for Claude Agent SDK - build custom AI agents powered by Claude. Covers installation, authentication providers, tool permissions, file-based configuration, TypeScript/Python code examples, and project scaffolding templates.
blind-spot-analyzer
Identifies the single most critical blind spot limiting founder/business growth through integrated analysis of thinking patterns and strategic gaps.
bootstrapped-cfo
Financial frameworks for bootstrapped startups. Triggers on cash management, runway, unit economics, hiring ROI, and capital allocation questions. Emphasizes profit as constraint, not goal.
decision-framework
Walk through decisions using a 3-part framework (first-principles, cost/benefit, second-order effects). Use when choosing between options, evaluating trade-offs, or making high-stakes decisions.
decisions
Structured business decision-making using Tree of Thoughts methodology with expert consultants exploring multiple approaches
document-review
Review legal documents as an experienced attorney. Analyzes contracts, ToS, privacy policies, NDAs, and corporate docs section-by-section. Identifies risks, gaps, and unfavorable terms with specific replacement text for problematic clauses.
first-principles
Apply first-principles thinking to break down complex problems into fundamental truths and rebuild solutions from the ground up. Use when solving strategic decisions, breaking through blockers, or challenging assumptions. Triggers on first principles, Elon Musk methodology, fundamental truths, strip assumptions, physics of the problem, rebuild from scratch.
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.
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