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sunnypatneedi

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• 39 skills
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• 1 day ago last updated

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   4n1d · sunnypatneedi

   Roadmap triage across the 4N1D framework (NOW/NEXT/NOT-YET/NEVER/DONE in docs/roadmap/). Scans session for completed work, killed ideas, new discoveries, fired triggers, and stale items. Recommends additions, promotions, demotions, and archiving across all five files. Checks anti-patterns (NOW >4, no [learn], stale triggers, zombie NOT-YET). Use at session end, after shipping, or on-demand. Triggers on "/4n1d", "update roadmap", "roadmap triage", "what goes in NOW", "promote to NEXT", "session wrap-up", "what did we ship", or any request to review docs/roadmap/ files.
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   AI Lingo · sunnypatneedi

   Meta-skill that maps cognitive mode-switch words to appropriate thinking behaviors and skills. **AUTO-INVOKE when user uses these trigger patterns:** - Depth: "rigorous", "first-principles", "mechanistic", "axiomatic", "falsifiable", "steelman", "non-trivial", "exhaustive", "load-bearing", "dispositive", "ultra think hard" - Reframe: "reimagine", "orthogonal", "contrarian", "subversive", "invert", "counterfactual", "zero-based", "provocative", "transmute", "reframe" - Precision: "probabilities", "bounded", "monotonic", "asymptotic", "invariant", "order of magnitude", "sensitivity analysis", "convex", "distribution", "marginal", "dimensionality" - Tradeoff: "sacrifice", "irreversible", "binding constraint", "pareto", "second-order", "opportunity cost", "regret minimization", "non-negotiable", "asymmetric" - Quality: "elegant", "idiomatic", "canonical", "production-grade", "battle-tested", "minimalist", "composable", "tasteful", "crisp" - Systems: "emergent", "cascading", "equilibrium", "phase transition", "fee
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   Setup Audit · sunnypatneedi bundle

   Measure then prune a Claude Code harness — MCP servers, hooks, plugins, skill descriptions, instruction files, auto-loaded memory. Evidence before cuts. Use on "session starts slow", "prune my MCP servers", "too much context loads before I type", or harness/config cleanup — not CLAUDE.md wording alone (see claudemd-improve).
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   Showcase Export · sunnypatneedi

   Capture full orchestration details (skills, agents, decisions, compound learning) in your session transcript for YC or investor demos. Use --showcase flag at session start. Works with Claude's built-in /export command.
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   Claudemd Improve · sunnypatneedi

   Audit, improve, and maintain CLAUDE.md (project instructions for AI agents). Detects stale rules, contradictions, missing pitfalls, outdated workspace facts, bloat, and broken file references. Use whenever the user mentions CLAUDE.md, agent instructions, project context, or workspace rules — including "audit my CLAUDE.md", "clean up agent instructions", "add a pitfall", "update project context", "my CLAUDE.md is outdated", "trim CLAUDE.md", or after major codebase changes. Even if the user doesn't name CLAUDE.md explicitly — requests like "why do agents keep getting confused" or "something is wrong with my project setup" may indicate CLAUDE.md needs attention.
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   Session Reconstruct · sunnypatneedi

   Retroactively analyze exported sessions to reveal orchestration that wasn't captured. Use --reconstruct for old sessions where you forgot --showcase. Infers skill logic, agent internals, and decision rationale from transcript patterns with 60-80% accuracy.
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   Security Review · sunnypatneedi

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

   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.
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   Systems Decompose · sunnypatneedi

   Decompose a feature into system components before implementation
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    Performance Marketing · sunnypatneedi

    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.
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    Testing Strategies · sunnypatneedi

    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.
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    Scalable Data Schema · sunnypatneedi

    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.
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    Multi Agent Orchestrator · sunnypatneedi

    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.
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    Performance Optimization · sunnypatneedi

    Optimize frontend and backend performance through profiling, caching strategies, database optimization, code splitting, and Core Web Vitals improvements. Build fast user experiences.
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    Data Infrastructure At Scale · sunnypatneedi

    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.
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    Multi Source Data Conflation · sunnypatneedi

    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.
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    Licensing Tiers Data Governance · sunnypatneedi

    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).
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    Copywriter · sunnypatneedi

    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.
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    Journaling · sunnypatneedi

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

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

    Guide a daily reflection and planning session
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    Goal Setting · sunnypatneedi

    Help define clear, actionable goals using proven frameworks
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    Habit Design · sunnypatneedi

    Design a new habit using behavior science principles
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    Skill Improver · sunnypatneedi

    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.
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    Learning Plan · sunnypatneedi

    Create a structured learning plan for any skill or topic
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    Weekly Review · sunnypatneedi

    Guide a comprehensive weekly reflection and planning session
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    Writing Coach · sunnypatneedi

    Master clear writing, editing techniques, style improvement, and effective communication. Transform complex ideas into simple, compelling prose that readers understand and remember.
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    Sales Playbook · sunnypatneedi

    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.
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    Devops Cicd · sunnypatneedi

    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.
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    Learning Coach · sunnypatneedi

    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.
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    User Onboarding · sunnypatneedi

    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.
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    Pr Checklist · sunnypatneedi

    Generate a PR checklist based on changes
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    Social Media Ops · sunnypatneedi

    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.
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    AI Evaluation · sunnypatneedi

    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.
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    Productivity Gtd · sunnypatneedi

    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.
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    Systems Review · sunnypatneedi

    Review implementation for second-order effects
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    North Star Metrics · sunnypatneedi

    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.
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    Product Market Fit · sunnypatneedi

    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.
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    Data Provenance · sunnypatneedi

    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.
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