claude-starter-kit

Create a content calendar for the month

Master storytelling frameworks, video scripts (15s/30s/60s), social media captions, segment-specific messaging, and persuasive CTAs. Turn product features into emotional stories that convert across different audience segments.

Create a compelling job description

Marketing multi-agent orchestration system for complex, parallelizable campaigns. Coordinates specialized AI agents for: (1) Research + synthesis + content creation pipelines, (2) Platform-specific content generation at scale (Reddit, LinkedIn, Twitter, Email), (3) Lead generation and outbound campaigns, (4) Human-in-the-loop review before any external execution, (5) Automated posting with natural timing patterns. Triggers: "build me a marketing team", "orchestrate agents", "outbound campaign", "multi-platform content", "lead generation system", "social media blitz", or any request implying coordinated marketing specialist work.

Define and align organization around a single North Star Metric (NSM) that captures product value, drives growth, and focuses team efforts. Framework for choosing NSM by product type (social, marketplace, SaaS, content) with input metrics breakdown.

Set up, optimize, and scale paid social campaigns on Meta (Facebook/Instagram), Google Ads, and TikTok. Master test budgets, creative testing, audience targeting, funnel metrics, and budget scaling strategies for maximum ROAS.

Analyze and recommend pricing strategy

Measure and diagnose product-market fit using retention cohorts, user surveys, engagement metrics, and qualitative signals. Systematic framework for B2C, B2B SaaS, and marketplace products to understand if you've achieved PMF.

Build habit-forming products using Hook Model (trigger-action-reward-investment), cohort analysis, feature adoption tracking, and re-engagement strategies. Turn one-time users into daily/weekly active users with sustainable retention mechanics.

Build repeatable sales processes from prospecting through closing. Master qualification frameworks (BANT/MEDDIC), objection handling, pipeline management, discovery questions, and closing techniques for B2B and B2C sales.

Daily social media operations including account setup, warming protocols, posting calendars, community engagement, performance tracking, and crisis management across TikTok, Instagram, LinkedIn, and Twitter/X.

Create short-form video content for TikTok, Instagram Reels, and YouTube Shorts. Master hooks, scripts, trends, platform-native styling, and the organic-to-ad content pipeline for maximum reach and engagement.

Design high-converting onboarding flows that get users to their "aha moment" fast. Reduce time-to-value, improve activation rates, and boost Day 1/Day 7 retention through progressive disclosure, empty states, and habit formation.

Systematic evaluation (evals) for LLM and AI products. Design test cases, measure accuracy/quality, track regressions, benchmark models, and build continuous evaluation pipelines. Distinct from traditional software testing with probabilistic outputs.

Design a RESTful API endpoint

Perform a thorough code review

Build data infrastructure that scales from prototype to production. Use when architecting data pipelines, choosing data stores, planning for high throughput, or migrating to distributed systems. Covers caching, replication, sharding, message queues, and data lake architecture.

Track data lineage and provenance from source to consumption. Use when auditing data flows, debugging data quality issues, ensuring compliance (GDPR, SOX), or understanding data dependencies. Covers lineage tracking, impact analysis, data catalogs, and metadata management.

Design a database schema

Help debug an issue systematically

Build robust CI/CD pipelines with GitHub Actions, Docker containers, infrastructure as code, deployment strategies (blue-green, canary), and monitoring. Automate everything from commit to production.

Implement subscription tiers with field-level access control, feature gating, rate limiting, and compliance tracking. Design data governance systems that enforce different access levels, retention policies, and regulatory requirements based on user subscription tier (Free, Pro, Enterprise).

Merge and reconcile data from multiple sources into a unified view. Use when integrating APIs, consolidating databases, building data warehouses, or creating master data. Covers entity resolution, conflict resolution, data quality, and real-time vs batch conflation.

Optimize frontend and backend performance through profiling, caching strategies, database optimization, code splitting, and Core Web Vitals improvements. Build fast user experiences.

Generate a PR checklist based on changes

Design database schemas that scale from prototype to production. Use when planning data models, designing tables, optimizing queries, or migrating schemas. Covers normalization, indexing, partitioning, and evolution strategies for SQL and NoSQL databases.

Conduct comprehensive security code reviews covering OWASP Top 10, vulnerability assessment, secure coding practices, input validation, authentication, authorization, and data protection.

Design scalable software systems with proven architectural patterns (MVC, microservices, event-driven), SOLID principles, system design trade-offs, and architectural decision records (ADRs).

Decompose a feature into system components before implementation

Review implementation for second-order effects

Build comprehensive test suites using the testing pyramid, TDD/BDD methodologies, proper mocking strategies, and effective test coverage. Write tests that catch bugs and survive refactoring.

Clarify requirements before implementing. Use when requests have multiple interpretations or key details are unclear. Prevents wasted work on wrong assumptions.

Review feedback from skill retrospectives and update skill files to improve with use. Creates a continuous improvement loop where skills get better based on real-world usage.

Guide a daily reflection and planning session

Help define clear, actionable goals using proven frameworks

Design a new habit using behavior science principles

Build effective journaling practices for clarity, growth, and self-awareness. Includes morning pages, gratitude journaling, reflection prompts, problem-solving templates, and habit-building strategies.

Master evidence-based study techniques including active recall, spaced repetition, deliberate practice, and accelerated learning. Build efficient learning systems that maximize retention and skill acquisition.

Create a structured learning plan for any skill or topic

Master the Getting Things Done (GTD) methodology for stress-free productivity. Implement capture, clarify, organize, reflect, and engage workflows with contexts, projects, and weekly reviews.