vignesh2027

Activates ABTest-Scientist for experimentation design, A/B testing, and causal inference. Use when you need sample size and statistical power calculation, frequentist or Bayesian test analysis, multiple testing correction (Bonferroni, Benjamini-Hochberg), Difference-in-Differences or synthetic control causal analysis, or guidance on statistical vs practical significance.

Transforms Claude into AgentOS — an intelligent multi-agent AI operating system that automatically identifies which specialist agent is needed for a task, decomposes work into sub-tasks, routes each to the right agent, executes with full domain depth, and synthesizes outputs into one unified response. Use this skill when you want Claude to behave as an orchestrated AI workforce rather than a singl

Complete team performance operating system — goal setting, 1:1s, performance reviews, OKRs, feedback culture, underperformance management, and high-performance team design

Activates AgenticWorkflowBuilder for designing end-to-end agentic systems and AI-powered automation workflows. Use when you need to design a multi-step agentic pipeline, architect a human-in-the-loop approval system, build an autonomous task execution loop with error recovery, design tool orchestration patterns, or create a workflow that combines LLMs with external APIs and databases.

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

Activates APIIntegrator for API design, integration, and automation workflows. Use when you need OpenAPI 3.0 specification design, OAuth 2.0 / JWT authentication flow design, webhook event-driven architecture with retry logic and HMAC verification, n8n or Zapier workflow automation design, or auto-generated client SDK planning.

Activates BiotechAnalyst for biotech and pharmaceutical investment and competitive analysis. Use when you need clinical pipeline stage analysis and probability-of-success estimation, regulatory pathway assessment (FDA, EMA), biotech valuation using risk-adjusted NPV (rNPV), competitive landscape mapping by indication, or IP moat and patent cliff analysis for drug programs.

Activates BusinessIntelligence-Pro for KPI design, dashboard strategy, and SQL optimization. Use when you need north star metric and metric tree design, LookML or Looker explore architecture, complex SQL with window functions and CTEs, threshold-based and ML-powered alerting design, or data storytelling for executive audiences.

Activates the AgentSmith agent for multi-agent system design and orchestration. Use this skill when you need to design a multi-agent architecture (hierarchical, parallel, or sequential), build a semantic routing layer, design tool schemas for agent tool use, set up memory systems (short-term, long-term, episodic), or create evaluation frameworks for measuring agent performance and success rates.

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

Activates AIRedTeamer — a specialist in adversarial testing of AI/LLM systems for safety, robustness, and alignment failures. Use when you need to test prompts for jailbreaks, probe model behavior under adversarial inputs, assess AI system safety, evaluate guardrail effectiveness, or design red-team evaluation suites for production LLMs.

Activates B2BSalesPlaybook for enterprise and B2B sales strategy, process design, and enablement. Use when you need a discovery call framework, multi-stakeholder deal navigation strategy, proposal and business case writing, pricing strategy and negotiation playbook, or sales process design from prospecting to close.

Activates the CFO-Intelligence agent for financial analysis, reporting, and forecasting. Use this skill when you need to parse P&L, balance sheet, or cash flow statements; perform budget vs actual variance analysis with root cause; build 3-statement financial models with base/bull/bear scenarios; benchmark metrics vs industry comps; or generate board-ready executive summaries. Works with CSV, PDF,

Activates ChurnAnalyst for customer churn analysis, prediction, and retention strategy. Use when you need cohort-based churn analysis, revenue churn vs logo churn decomposition, churn driver root cause analysis from survey or behavioral data, early warning indicator design, or a data-driven customer save playbook.

Activates ArxivResearcher — a deep academic paper analysis and synthesis agent. Use when you need to understand cutting-edge research, compare approaches across multiple papers, extract key contributions and limitations, translate ML/CS/physics papers into actionable insights, build literature reviews, or track the state-of-the-art on a specific topic.

Complete board meeting intelligence — board deck design, narrative construction, financial reporting, board management, difficult conversation prep, and building board relationships that accelerate your company

Activates ComplianceAI for financial regulatory compliance, AML/KYC, and audit preparation. Use when you need customer due diligence process design, transaction monitoring for AML suspicious activity, regulatory filing calendar and deadline tracking, SOX/PCI/GDPR audit control documentation, or KYC program assessment.

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

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

Activates CybersecurityAnalyst for advanced threat detection, hunting, and incident response. Use when you need MITRE ATT&CK framework-based threat modeling, threat hunting hypothesis development and query writing, digital forensics and incident response (DFIR) investigation guidance, dark web and threat intelligence analysis, or security operations center (SOC) playbook design.

Activates CEOWarRoom — an elite CEO decision intelligence agent. Use when you need board-level strategic advice: capital allocation frameworks, competitive moat defense, activist investor response, M&A strategic rationale, CEO crisis communication, succession planning, organizational redesign, or executive decision frameworks under uncertainty. This agent operates at the level of McKinsey + Sequoi

Activates ClaudeMythos — Claude's highest form: a legendary meta-intelligence that operates beyond conventional assistant mode. Use when you need mythic-scale creative work, cross-domain synthesis that no single expert could produce, epic world-building and lore creation, philosophical reasoning at civilization scale, the design of legendary AI systems and personas, or when you want Claude to writ

Activates ClimateTechAnalyst for carbon accounting, climate risk analysis, and clean energy modeling. Use when you need GHG emissions quantification across Scope 1/2/3, climate physical and transition risk assessment (TCFD-aligned), clean energy project financial modeling (solar, wind, storage), carbon offset quality evaluation, or net-zero pathway design with science-based targets.

Activates CodeMigrator — a specialist in migrating codebases between frameworks, languages, or major versions. Use when you need to migrate from JavaScript to TypeScript, React class components to hooks, REST to GraphQL, Python 2 to 3, monolith to microservices, or upgrade between major framework versions (Next.js 12→14, Django 3→5, Rails 6→7).

Activates CodeReviewer for systematic, multi-dimensional code review. Use when you need a pull request reviewed for correctness, security vulnerabilities, performance bottlenecks, architectural quality, test coverage gaps, or maintainability issues. Produces a structured review with severity-labeled findings and actionable fixes.

Activates ContractDrafter for drafting, reviewing, and improving commercial contracts. Use when you need to draft an NDA, SaaS subscription agreement, consulting contract, partnership agreement, or vendor agreement — with standard protective clauses. Also use for redlining incoming contracts or explaining legal language in plain English. Not legal advice — consult a licensed attorney.

Complete customer interview intelligence — discovery interviews, win/loss interviews, churn interviews, NPS follow-up calls, and synthesizing insights that change what gets built

Activates the DataScientist-Pro agent for advanced data science and statistical analysis. Use when you need exploratory data analysis (EDA), feature engineering and selection, machine learning model building and selection, hyperparameter tuning with cross-validation, SHAP-based model interpretation, or business translation of statistical results.

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

Complete community intelligence — developer community, user community, Discord/Slack architecture, community-led growth, ambassador programs, community metrics, and turning community into a competitive moat

Activates ContentResearchWriter for collaborative content creation combining deep research with compelling writing. Use when you need long-form articles researched and written, blog posts with cited sources, thought leadership pieces, technical tutorials, case studies, or newsletter content — with voice preservation and iterative refinement.

Activates CryptoSage for crypto, DeFi, and Web3 intelligence. Use when you need on-chain analytics (MVRV, SOPR, NVT, exchange flows), DeFi TVL trend analysis, tokenomics review (vesting schedules, inflation rate, unlock impact), narrative momentum tracking, or rug pull / audit risk assessment.

Designs and operationalizes company culture — values definition, rituals, norms, culture carriers, culture decay detection, and rebuilding culture through hypergrowth

Activates CustomerSuccess-Agent for customer retention, support, and success strategy. Use when you need churn prediction from behavioral signals, NPS driver analysis and action planning, customer onboarding sequence design, support ticket intent classification and routing, or escalation playbooks with full context handoff.

Activates DataPipeline-Pro for data engineering and ETL/ELT pipeline design. Use when you need batch vs streaming architecture decisions, dbt transformation model design, Airflow/Prefect DAG creation, Spark processing logic, data quality validation rules, or data warehouse (Snowflake/BigQuery/Redshift) optimization.

Complete design system intelligence — component library design, design tokens, documentation, adoption strategy, governance, versioning, and building a design system that scales with your product

Activates DataGovernanceAgent for enterprise data governance strategy and implementation. Use when you need a data catalog design, data lineage mapping, PII classification and handling policy, data quality scoring framework, GDPR/CCPA data retention and deletion policies, or a master data management (MDM) strategy.

Complete developer experience intelligence — SDK design, documentation, onboarding, developer community, API ergonomics, CLI tooling, and building products that developers love and evangelize

Activates the DevOps-Commander agent for infrastructure, CI/CD, and cloud operations. Use when you need GitHub Actions or GitLab CI pipeline design, Dockerfile and docker-compose configuration, Kubernetes deployment manifests, Terraform/Pulumi infrastructure as code, Prometheus + Grafana monitoring setup, or incident response runbooks. Outputs complete, production-ready configuration files.

Complete enterprise sales intelligence — MEDDPICC qualification, multi-threading, champion development, competitive displacement, contract negotiation, and building a repeatable enterprise sales motion

Activates GitHubIntelligence for repository analysis, contributor intelligence, and open source strategy. Use when you need to analyze a GitHub repository for code quality and activity health, identify key contributors and bus factor risk, build a competitive open source landscape analysis, design a contributor onboarding experience, or create a GitHub repository optimization plan for maximum star

Activates HealthcareAnalytics for clinical data analysis and healthcare intelligence. Use when you need HIPAA-safe outcomes analysis, HEDIS quality measure calculation, patient readmission risk scoring, hospital capacity planning and staff scheduling optimization, or healthcare resource utilization analysis. All outputs strictly HIPAA-compliant — no PHI in responses.

Activates IncidentCommander — a production incident response specialist. Use during or after a live outage, system degradation, data breach, or critical bug. IncidentCommander runs a structured response: triage, root cause investigation, mitigation commands, stakeholder communication, and post-mortem with 5-Whys analysis.

Activates KnowledgeGraph — an expert in building, querying, and reasoning over knowledge graphs. Use when you need entity extraction, relationship mapping, ontology design, Neo4j/RDF graph construction, graph-RAG pipelines, or complex multi-hop reasoning over structured knowledge.

Activates the M&A DealMaker agent for mergers, acquisitions, and investment due diligence. Use when you need DCF or LBO valuation, EV/EBITDA comps analysis, quality-of-earnings review, synergy modeling, investment committee memo writing, or term sheet analysis. Outputs structured valuation summaries with bull/base/bear scenarios.

Complete two-sided marketplace intelligence — cold start strategy, liquidity engineering, take rate optimization, trust and safety, supply/demand balance, and scaling from 100 to 10M transactions

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

Activates DatabaseGenius for database design, optimization, and migration. Use when you need ERD and schema design with normalization decisions, composite/partial/covering index strategy, EXPLAIN plan analysis and query rewriting, zero-downtime migration planning with rollback strategy, or pgvector setup for AI embedding workloads.