# Skills Directory - Complete Catalog

**Generated:** 2026-02-13

## Overview

- **Total Skills:** 764
- **Job Functions:** 13
- **Status:** Production Ready

## Security Status

| Risk Level  | Count | Percentage |
| ----------- | ----- | ---------- |
| 🔴 Review   | 432   | 56.5%      |
| 🟡 Elevated | 49    | 6.4%       |
| 🔵 Standard | 49    | 6.4%       |
| 🟢 Low      | 235   | 30.7%      |

---

## Quick Navigation

- [Customer Success](functions/customer_success.md) (61 skills)
- [Data](functions/data.md) (119 skills)
- [Design](functions/design.md) (77 skills)
- [Engineering](functions/engineering.md) (266 skills)
- [Executive](functions/executive.md) (4 skills)
- [Finance](functions/finance.md) (13 skills)
- [Hr](functions/hr.md) (28 skills)
- [Legal](functions/legal.md) (13 skills)
- [Marketing](functions/marketing.md) (74 skills)
- [Operations](functions/operations.md) (43 skills)
- [Product](functions/product.md) (2 skills)
- [Sales](functions/sales.md) (47 skills)
- [Security](functions/security.md) (18 skills)

---

## Complete Skills Directory

| Skill ID                                     | Job Function     | Risk        | Description                                                     |
| -------------------------------------------- | ---------------- | ----------- | --------------------------------------------------------------- |
| `ai_agent_performance`                       | Data             | 🔴 Review   | Monitors and analyzes AI agent performance, accuracy, and he... |
| `ai_anomaly_detector`                        | Finance          | 🔴 Review   | Detects unusual patterns in user behavior, system metrics, a... |
| `ai_autonomous_outreach`                     | Marketing        | 🔵 Standard | AI-powered autonomous outbound outreach with personalization... |
| `ai_chatbot_orchestrator`                    | Data             | 🔴 Review   | Manages conversational AI flows, context, and handoffs betwe... |
| `ai_content_generator`                       | Marketing        | 🟡 Elevated | Generates personalized, context-aware content for emails, in... |
| `ai_conversation_intelligence`               | Sales            | 🟡 Elevated | Analyzes sales and support conversations for insights, coach... |
| `ai_data_quality_agent`                      | Engineering      | 🔴 Review   | Monitors, validates, and improves data quality across system... |
| `ai_document_parser`                         | Customer Success | 🔴 Review   | Extracts structured data from unstructured documents includi... |
| `ai_intent_classifier`                       | Customer Success | 🟡 Elevated | Classifies user/customer intent in real-time for intelligent... |
| `ai_knowledge_synthesizer`                   | Engineering      | 🔵 Standard | Synthesizes information from multiple knowledge sources to p... |
| `ai_meeting_intelligence`                    | Sales            | 🔴 Review   | Analyzes meeting recordings and transcripts to extract insig... |
| `ai_ops/prompt-engineering`                  | Engineering      | 🔴 Review   | Best practices for writing effective AI prompts. Use when cr... |
| `ai_personalization_engine`                  | Marketing        | 🔵 Standard | Delivers personalized content, recommendations, and experien... |
| `ai_predictive_lead_scoring`                 | Marketing        | 🟡 Elevated | Uses machine learning to predict lead quality and conversion... |
| `ai_response_suggester`                      | Engineering      | 🟡 Elevated | Suggests contextual responses for support agents and sales r... |
| `ai_summarization_agent`                     | Data             | 🔵 Standard | Generates concise, accurate summaries from long-form content... |
| `ai_ticket_classifier`                       | Engineering      | 🔴 Review   | Automatically classifies, prioritizes, and routes support ti... |
| `ai_translation_localizer`                   | Engineering      | 🟡 Elevated | Translates and localizes content while preserving context, t... |
| `ai_workflow_automator`                      | Hr               | 🔴 Review   | Intelligently automates business workflows using AI-powered ... |
| `anthropic_official/algorithmic-art`         | Design           | 🔴 Review   | Creating algorithmic art using p5.js with seeded randomness ... |
| `anthropic_official/brand-guidelines`        | Design           | 🔴 Review   | Applies Anthropic's official brand colors and typography to ... |
| `anthropic_official/canvas-design`           | Design           | 🔴 Review   | Create beautiful visual art in .png and .pdf documents using... |
| `anthropic_official/doc-coauthoring`         | Engineering      | 🔴 Review   | Guide users through a structured workflow for co-authoring d... |
| `anthropic_official/docx`                    | Operations       | 🔴 Review   | "Comprehensive document creation, editing, and analysis with... |
| `anthropic_official/frontend-design`         | Design           | 🔴 Review   | Create distinctive, production-grade frontend interfaces wit... |
| `anthropic_official/internal-comms`          | Marketing        | 🟡 Elevated | A set of resources to help me write all kinds of internal co... |
| `anthropic_official/mcp-builder`             | Engineering      | 🔴 Review   | Guide for creating high-quality MCP (Model Context Protocol)... |
| `anthropic_official/pdf`                     | Data             | 🔴 Review   | Comprehensive PDF manipulation toolkit for extracting text a... |
| `anthropic_official/pptx`                    | Engineering      | 🔴 Review   | "Presentation creation, editing, and analysis. When Claude n... |
| `anthropic_official/skill-creator`           | Engineering      | 🔴 Review   | Guide for creating effective skills. This skill should be us... |
| `anthropic_official/slack-gif-creator`       | Legal            | 🔴 Review   | Knowledge and utilities for creating animated GIFs optimized... |
| `anthropic_official/theme-factory`           | Engineering      | 🟢 Low      | Toolkit for styling artifacts with a theme. These artifacts ... |
| `anthropic_official/web-artifacts-builder`   | Engineering      | 🔴 Review   | Suite of tools for creating elaborate, multi-component claud... |
| `anthropic_official/webapp-testing`          | Operations       | 🔴 Review   | Toolkit for interacting with and testing local web applicati... |
| `anthropic_official/xlsx`                    | Finance          | 🔴 Review   | "Comprehensive spreadsheet creation, editing, and analysis w... |
| `boyce_acquisition_loop_designer`            | Marketing        | 🔴 Review   | Designs product-driven growth loops for user acquisition, en... |
| `boyce_ai_gtm_automator`                     | Customer Success | 🔴 Review   | Designs the human-machine GTM stack for AI-augmented go-to-m... |
| `boyce_enterprise_plg_transition`            | Data             | 🔴 Review   | Guides established sales-led companies in adding PLG. Based ... |
| `boyce_first_impact_optimizer`               | Data             | 🔴 Review   | Optimizes the #1 critical event that drives compound growth ... |
| `boyce_growth_team_orchestrator`             | Data             | 🔴 Review   | Structures and manages cross-functional growth teams for PLG... |
| `boyce_multi_gtm_orchestrator`               | Sales            | 🔵 Standard | Orchestrates multiple GTM motions (PLG + Sales) in parallel.... |
| `boyce_plg_audit`                            | Data             | 🔴 Review   | Comprehensive PLG audit synthesizing all frameworks from Dav... |
| `boyce_plg_bowtie_mapper`                    | Finance          | 🔴 Review   | Maps and optimizes the PLG Bowtie funnel that reorders custo... |
| `boyce_plg_business_case`                    | Data             | 🟡 Elevated | Builds executive-ready PLG investment cases with fit assessm... |
| `boyce_plg_pricing_architect`                | Data             | 🔴 Review   | Designs PLG-native pricing with Free→Pro→Team→Enterprise tie... |
| `boyce_product_led_sales`                    | Sales            | 🔴 Review   | Hybrid PLG+Sales motion using product usage signals to gener... |
| `boyce_sidecar_product_builder`              | Engineering      | 🔴 Review   | Designs PLG-friendly sidecar products when the core product ... |
| `boyce_usage_retention_optimizer`            | Customer Success | 🔴 Review   | Optimizes DAU/WAU/MAU retention through habit formation and ... |
| `community_ama_orchestrator`                 | Marketing        | 🔴 Review   | Plans and manages Ask-Me-Anything sessions with product team... |
| `community_ambassador_program`               | Customer Success | 🟡 Elevated | Manages the community ambassador program including recruitme... |
| `community_case_study_finder`                | Marketing        | 🟡 Elevated | Identifies and qualifies community members as potential case... |
| `community_champion_identifier`              | Customer Success | 🔴 Review   | Finds and nurtures community champions based on engagement s... |
| `community_content_curator`                  | Data             | 🔵 Standard | Curates, organizes, and surfaces the best community-generate... |
| `community_contributor_tracker`              | Data             | 🟡 Elevated | Tracks and nurtures open source contributors including PRs, ... |
| `community_event_manager`                    | Data             | 🔴 Review   | Plans, promotes, and manages community events including meet... |
| `community_forum_moderator`                  | Data             | 🔴 Review   | Assists with community forum moderation including content re... |
| `community_hackathon_manager`                | Engineering      | 🔴 Review   | Plans, manages, and executes community hackathons including ... |
| `community_swag_manager`                     | Data             | 🔴 Review   | Manages community swag inventory, distribution, and fulfillm... |
| `community_ugc_curator`                      | Marketing        | 🟡 Elevated | Discovers, curates, and amplifies user-generated content inc... |
| `community_user_group_manager`               | Customer Success | 🔴 Review   | Manages regional and interest-based user groups, supporting ... |
| `compliance_access_reviewer`                 | Engineering      | 🔴 Review   | Orchestrates periodic user access reviews and certifications... |
| `compliance_audit_preparer`                  | Legal            | 🔴 Review   | Prepares organizations for compliance audits by organizing e... |
| `compliance_breach_response`                 | Legal            | 🔴 Review   | Coordinates data breach response including detection, contai... |
| `compliance_consent_manager`                 | Legal            | 🔴 Review   | Manages user consent preferences, consent collection, and pr... |
| `compliance_data_retention`                  | Legal            | 🔴 Review   | Manages data retention policies and automated data lifecycle... |
| `compliance_gdpr_manager`                    | Finance          | 🔴 Review   | Manages data subject requests and GDPR compliance workflows ... |
| `compliance_pii_detector`                    | Legal            | 🔴 Review   | Scans data stores, documents, and code repositories to detec... |
| `compliance_privacy_policy`                  | Legal            | 🔴 Review   | Generates and maintains compliant privacy policies for multi... |
| `compliance_soc2_tracker`                    | Data             | 🔴 Review   | Monitors and manages SOC 2 compliance status across Trust Se... |
| `compliance_vendor_risk`                     | Legal            | 🔴 Review   | Assesses and monitors third-party vendor security and compli... |
| `cs_adoption_score`                          | Customer Success | 🔴 Review   | Calculates comprehensive product adoption scores across user... |
| `cs_advocacy_identifier`                     | Customer Success | 🟡 Elevated | Identifies potential customer advocates and reference candid... |
| `cs_churn_prediction`                        | Customer Success | 🔴 Review   | Predicts churn risk using behavioral signals and triggers pr... |
| `cs_contract_intelligence`                   | Customer Success | 🔴 Review   | Analyzes contract terms, tracks obligations, and provides in... |
| `cs_csql_generator`                          | Customer Success | 🔴 Review   | Identifies and qualifies expansion and upsell opportunities ... |
| `cs_customer_journey_orchestrator`           | Customer Success | 🔴 Review   | Orchestrates personalized customer journeys across lifecycle... |
| `cs_customer_maturity_model`                 | Customer Success | 🔴 Review   | Assesses customer maturity across multiple dimensions to gui... |
| `cs_escalation_manager`                      | Customer Success | 🔴 Review   | Manages customer escalations through structured workflows, e... |
| `cs_executive_alignment`                     | Customer Success | 🔵 Standard | Tracks executive sponsor engagement and alignment, ensuring ... |
| `cs_expansion_playbook`                      | Customer Success | 🔴 Review   | Identifies expansion opportunities and executes upsell/cross... |
| `cs_health_scoring`                          | Customer Success | 🔴 Review   | Calculates and monitors customer health scores to predict re... |
| `cs_multi_product_adoption`                  | Customer Success | 🔵 Standard | Tracks and optimizes adoption across multiple products or mo... |
| `cs_nps_followup`                            | Customer Success | 🔴 Review   | Automates NPS survey follow-up with personalized responses b... |
| `cs_onboarding_health`                       | Customer Success | 🔴 Review   | Monitors customer onboarding progress, identifies blockers, ... |
| `cs_outcome_tracker`                         | Customer Success | 🟡 Elevated | Tracks and reports on customer business outcomes, demonstrat... |
| `cs_playbook_selector`                       | Customer Success | 🔴 Review   | Intelligently selects and recommends the optimal CS playbook... |
| `cs_product_adoption_guidance`               | Data             | 🟡 Elevated | Provides personalized product adoption guidance, recommendin... |
| `cs_product_gap_reporter`                    | Customer Success | 🔴 Review   | Aggregates and prioritizes customer feature requests and pro... |
| `cs_quarterly_business_review`               | Customer Success | 🔴 Review   | Generates comprehensive Quarterly Business Review presentati... |
| `cs_red_flag_detector`                       | Customer Success | 🔴 Review   | Proactively detects early warning signs of customer issues, ... |
| `cs_renewal_orchestration`                   | Customer Success | 🔴 Review   | Orchestrates the renewal process from early warning to close... |
| `cs_risk_mitigation_playbook`                | Customer Success | 🔴 Review   | Identifies at-risk accounts and executes structured interven... |
| `cs_sentiment_analyzer`                      | Customer Success | 🟡 Elevated | Analyzes customer sentiment across all touchpoints to identi... |
| `cs_stakeholder_mapper`                      | Customer Success | 🔴 Review   | Maps and tracks stakeholder relationships within customer or... |
| `cs_success_plan_generator`                  | Customer Success | 🟡 Elevated | Creates comprehensive, personalized success plans that map c... |
| `cs_time_to_impact`                          | Customer Success | 🟡 Elevated | Measures and optimizes the time from customer onboarding to ... |
| `cs_value_realization`                       | Customer Success | 🔵 Standard | Tracks and documents customer value realization against defi... |
| `cs_vla_tracker`                             | Customer Success | 🔴 Review   | Defines and tracks VLA outcomes aligned with customer busine... |
| `cursor_rules/actix-web`                     | Hr               | 🟢 Low      | Definitive guidelines for building high-performance, maintai... |
| `cursor_rules/aiohttp`                       | Engineering      | 🟢 Low      | This guide defines definitive best practices for using aioht... |
| `cursor_rules/amazon-ec2`                    | Engineering      | 🟢 Low      | This guide provides definitive best practices for deploying ... |
| `cursor_rules/amazon-s3`                     | Engineering      | 🟢 Low      | This guide provides definitive best practices for interactin... |
| `cursor_rules/android-sdk`                   | Engineering      | 🟢 Low      | This guide provides definitive best practices for Android SD... |
| `cursor_rules/angular`                       | Engineering      | 🟢 Low      | Provides definitive guidelines for modern Angular developmen... |
| `cursor_rules/ansible`                       | Engineering      | 🟢 Low      | This guide defines definitive best practices for writing mai... |
| `cursor_rules/ant-design`                    | Design           | 🟢 Low      | Definitive guidelines for building consistent, performant, a... |
| `cursor_rules/anyio`                         | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/apollo-client`                 | Hr               | 🟢 Low      | This guide defines the definitive best practices for using A... |
| `cursor_rules/apollo-graphql`                | Design           | 🟢 Low      | Definitive guidelines for building robust, performant, and m... |
| `cursor_rules/asp-net`                       | Hr               | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/astro`                         | Hr               | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/asyncio`                       | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, performant, and ma... |
| `cursor_rules/auth0`                         | Design           | 🟢 Low      | Definitive guidelines for integrating Auth0 securely and eff... |
| `cursor_rules/autogen`                       | Operations       | 🔴 Review   | This guide provides opinionated best practices for structuri... |
| `cursor_rules/aws`                           | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/aws-amplify`                   | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/aws-cli`                       | Operations       | 🟢 Low      | Definitive guidelines for secure, reproducible, and efficien... |
| `cursor_rules/aws-dynamodb`                  | Engineering      | 🟢 Low      | Provides definitive best practices and actionable code examp... |
| `cursor_rules/aws-ecs`                       | Engineering      | 🔴 Review   | Definitive guidelines for building, deploying, and operating... |
| `cursor_rules/aws-lambda`                    | Design           | 🟢 Low      | Definitive guidelines for writing secure, performant, and ma... |
| `cursor_rules/aws-rds`                       | Engineering      | 🟢 Low      | Definitive guidelines for secure, performant, and maintainab... |
| `cursor_rules/axios`                         | Design           | 🟢 Low      | Definitive guidelines for using axios to build robust, maint... |
| `cursor_rules/azure`                         | Engineering      | 🟢 Low      | Definitive guidelines for developing, deploying, and operati... |
| `cursor_rules/azure-pipelines`               | Sales            | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/bash`                          | Engineering      | 🟢 Low      | Enforces modern, robust, and maintainable bash scripting pra... |
| `cursor_rules/beautifulsoup4`                | Engineering      | 🟢 Low      | This guide provides opinionated, actionable, and example-dri... |
| `cursor_rules/behave`                        | Design           | 🟢 Low      | Definitive guidelines for writing maintainable, readable, an... |
| `cursor_rules/black`                         | Engineering      | 🟢 Low      | Enforce consistent Python code formatting using Black, autom... |
| `cursor_rules/boto3`                         | Engineering      | 🟢 Low      | This rule file guides developers on writing idiomatic, high-... |
| `cursor_rules/bottle`                        | Design           | 🟢 Low      | Definitive guidelines for building maintainable, secure, and... |
| `cursor_rules/bun`                           | Hr               | 🟢 Low      | Enforces modern JavaScript best practices and leverages Bun'... |
| `cursor_rules/c-sharp`                       | Engineering      | 🟢 Low      | This guide defines definitive C# coding standards and best p... |
| `cursor_rules/chakra-ui`                     | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/cheerio`                       | Engineering      | 🟢 Low      | Definitive guidelines for using cheerio effectively in Node.... |
| `cursor_rules/circleci`                      | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/clerk`                         | Security         | 🟢 Low      | This guide establishes definitive best practices for integra... |
| `cursor_rules/click`                         | Design           | 🔴 Review   | This guide outlines definitive best practices for building r... |
| `cursor_rules/cloudflare`                    | Design           | 🟢 Low      | Definitive guidelines for building secure, performant, and m... |
| `cursor_rules/codemirror`                    | Engineering      | 🟢 Low      | This guide defines best practices for building and maintaini... |
| `cursor_rules/crewai`                        | Design           | 🔴 Review   | Definitive guidelines for building robust, maintainable, and... |
| `cursor_rules/css`                           | Design           | 🔵 Standard | Definitive guidelines for writing maintainable, performant, ... |
| `cursor_rules/cuda`                          | Engineering      | 🟢 Low      | Definitive guidelines for writing high-performance, maintain... |
| `cursor_rules/customtkinter`                 | Engineering      | 🟢 Low      | Definitive guidelines for writing clean, maintainable, and p... |
| `cursor_rules/cypress`                       | Design           | 🟢 Low      | This guide defines definitive best practices for writing mai... |
| `cursor_rules/d3`                            | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/dask`                          | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/databricks`                    | Sales            | 🟢 Low      | Definitive guidelines for developing robust, performant, and... |
| `cursor_rules/datadog`                       | Engineering      | 🟢 Low      | Enforce Datadog best practices for structured logging, consi... |
| `cursor_rules/deno`                          | Engineering      | 🟢 Low      | This guide defines definitive Deno best practices for our te... |
| `cursor_rules/detox`                         | Design           | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/digitalocean`                  | Engineering      | 🟢 Low      | Definitive guidelines for building, deploying, and managing ... |
| `cursor_rules/discord-api`                   | Engineering      | 🟢 Low      | Definitive guidelines for building robust, scalable, and com... |
| `cursor_rules/django`                        | Engineering      | 🟢 Low      | Definitive guidelines for writing maintainable, performant, ... |
| `cursor_rules/django-orm`                    | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/django-rest-framework`         | Engineering      | 🟢 Low      | Enforces modern, secure, and performant `django-rest-framewo... |
| `cursor_rules/docker`                        | Engineering      | 🟢 Low      | Definitive guidelines for writing efficient, secure, and mai... |
| `cursor_rules/drizzle`                       | Data             | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/duckdb`                        | Hr               | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/elasticsearch`                 | Engineering      | 🟢 Low      | This rule file guides developers on best practices for using... |
| `cursor_rules/electron`                      | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/elk-stack`                     | Design           | 🟢 Low      | Definitive guidelines for emitting, structuring, and managin... |
| `cursor_rules/emacs`                         | Engineering      | 🟢 Low      | Definitive guidelines for writing clean, maintainable, and p... |
| `cursor_rules/esbuild`                       | Design           | 🟢 Low      | Definitive guidelines for configuring and using esbuild to a... |
| `cursor_rules/eslint`                        | Engineering      | 🟢 Low      | This guide defines the definitive ESLint configuration and b... |
| `cursor_rules/expo`                          | Product          | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/express`                       | Design           | 🟢 Low      | This guide defines definitive best practices for building ro... |
| `cursor_rules/fabric-js`                     | Engineering      | 🟢 Low      | This guide outlines definitive best practices for using fabr... |
| `cursor_rules/fastapi`                       | Engineering      | 🟢 Low      | Definitive guidelines for building high-performance, maintai... |
| `cursor_rules/ffmpeg`                        | Engineering      | 🟢 Low      | This guide defines best practices for integrating and utiliz... |
| `cursor_rules/fiber`                         | Design           | 🟢 Low      | Definitive guidelines for writing high-performance, secure, ... |
| `cursor_rules/firebase`                      | Design           | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/flake8`                        | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/flask`                         | Design           | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/flask-restful`                 | Engineering      | 🟢 Low      | This guide defines definitive best practices for building ro... |
| `cursor_rules/flutter`                       | Design           | 🟢 Low      | Definitive guidelines for writing high-quality, performant, ... |
| `cursor_rules/fontawesome`                   | Hr               | 🔵 Standard | This guide provides definitive rules for integrating and uti... |
| `cursor_rules/gcp`                           | Engineering      | 🟢 Low      | This guide provides definitive best practices for developing... |
| `cursor_rules/gcp-cli`                       | Operations       | 🟢 Low      | Definitive guidelines for writing robust, secure, and mainta... |
| `cursor_rules/gensim`                        | Engineering      | 🟢 Low      | This guide outlines definitive best practices for using the ... |
| `cursor_rules/git`                           | Engineering      | 🟢 Low      | This guide defines the definitive Git best practices for our... |
| `cursor_rules/github-actions`                | Sales            | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/gitlab-ci`                     | Sales            | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/go`                            | Engineering      | 🟢 Low      | Definitive guidelines for writing clear, simple, performant,... |
| `cursor_rules/godot`                         | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/google-maps-js`                | Engineering      | 🟢 Low      | This guide provides definitive best practices for integratin... |
| `cursor_rules/gradle`                        | Hr               | 🟢 Low      | Enforce modern Gradle build practices for Java and Android p... |
| `cursor_rules/grafana`                       | Data             | 🟢 Low      | This guide defines definitive best practices for developing,... |
| `cursor_rules/graphql`                       | Engineering      | 🟢 Low      | Enforce modern, performant, and secure GraphQL schema design... |
| `cursor_rules/guzzle`                        | Design           | 🟢 Low      | Definitive guidelines for using Guzzle HTTP client in PHP, f... |
| `cursor_rules/hardhat`                       | Engineering      | 🟢 Low      | Ensure Hardhat projects follow modern best practices for con... |
| `cursor_rules/heroku`                        | Engineering      | 🟢 Low      | This guide outlines essential Heroku best practices, focusin... |
| `cursor_rules/htmx`                          | Design           | 🔵 Standard | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/httpx`                         | Design           | 🟢 Low      | This guide outlines definitive best practices for using http... |
| `cursor_rules/huggingface`                   | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, performant, and ma... |
| `cursor_rules/hypothesis`                    | Design           | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/insomnia`                      | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/ionic`                         | Hr               | 🔵 Standard | This guide provides definitive best practices for developing... |
| `cursor_rules/isort`                         | Design           | 🟢 Low      | This guide provides definitive rules for configuring and usi... |
| `cursor_rules/java`                          | Engineering      | 🟢 Low      | Definitive guidelines for writing high-quality, maintainable... |
| `cursor_rules/jax`                           | Engineering      | 🟢 Low      | Definitive guidelines for writing high-performance, function... |
| `cursor_rules/jenkins`                       | Sales            | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/jest`                          | Design           | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/jetpack-compose`               | Design           | 🟢 Low      | Definitive guidelines for writing clean, performant, and mai... |
| `cursor_rules/jquery`                        | Engineering      | 🟢 Low      | Definitive guidelines for writing performant, maintainable, ... |
| `cursor_rules/junit`                         | Design           | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/keras`                         | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/kivy`                          | Engineering      | 🟢 Low      | Definitive guide for building modern, maintainable Kivy appl... |
| `cursor_rules/kubernetes`                    | Engineering      | 🟢 Low      | This guide defines definitive best practices for writing, or... |
| `cursor_rules/langchain`                     | Design           | 🟢 Low      | Definitive guidelines for writing maintainable, performant, ... |
| `cursor_rules/langchain-js`                  | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/langgraph`                     | Operations       | 🟢 Low      | This guide provides definitive best practices for building r... |
| `cursor_rules/laravel`                       | Design           | 🟢 Low      | Definitive guide for writing clean, performant, and secure L... |
| `cursor_rules/lightgbm`                      | Sales            | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/llama-index`                   | Design           | 🟢 Low      | Definitive guidelines for building production-ready LlamaInd... |
| `cursor_rules/llamaindex-js`                 | Design           | 🟢 Low      | Definitive guidelines for writing robust, performant, and ma... |
| `cursor_rules/llvm`                          | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/material-ui`                   | Design           | 🟢 Low      | Provides definitive guidelines for building scalable, perfor... |
| `cursor_rules/matplotlib`                    | Engineering      | 🟢 Low      | This guide outlines definitive best practices for writing cl... |
| `cursor_rules/maven`                         | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/microsoft-teams`               | Operations       | 🔴 Review   | This rule file provides opinionated best practices for devel... |
| `cursor_rules/mkdocs`                        | Design           | 🟢 Low      | Definitive guidelines for writing, structuring, and maintain... |
| `cursor_rules/mlx`                           | Hr               | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/mobx`                          | Design           | 🟢 Low      | Definitive guidelines for structuring MobX applications with... |
| `cursor_rules/mockito`                       | Design           | 🟢 Low      | This guide provides definitive best practices for writing ro... |
| `cursor_rules/modal`                         | Hr               | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/mongodb`                       | Design           | 🟢 Low      | This guide provides definitive best practices for designing,... |
| `cursor_rules/mypy`                          | Design           | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/neo4j`                         | Hr               | 🟢 Low      | This guide defines the definitive best practices for writing... |
| `cursor_rules/nestjs`                        | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/netlify`                       | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/next-js`                       | Hr               | 🟢 Low      | This guide defines definitive best practices for Next.js app... |
| `cursor_rules/nginx`                         | Hr               | 🟢 Low      | This guide defines the definitive NGINX configuration best p... |
| `cursor_rules/nltk`                          | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/nose2`                         | Engineering      | 🟢 Low      | This rule file provides opinionated best practices for writi... |
| `cursor_rules/notion-api`                    | Engineering      | 🟢 Low      | Definitive guidelines for building secure, typed, and mainta... |
| `cursor_rules/numba`                         | Engineering      | 🟢 Low      | Definitive guidelines for writing high-performance, maintain... |
| `cursor_rules/numpy`                         | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/nuxt`                          | Design           | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/openai`                        | Design           | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/opencv-python`                 | Engineering      | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/pandas`                        | Engineering      | 🟢 Low      | This guide outlines definitive best practices for writing hi... |
| `cursor_rules/pdoc`                          | Engineering      | 🟢 Low      | This guide provides definitive rules for writing Python docs... |
| `cursor_rules/peewee`                        | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/phoenix`                       | Design           | 🟢 Low      | Provides definitive guidelines for building robust, maintain... |
| `cursor_rules/php`                           | Engineering      | 🟢 Low      | This guide provides definitive best practices for writing cl... |
| `cursor_rules/pillow`                        | Hr               | 🟢 Low      | Definitive guidelines for using Pillow (Python Imaging Libra... |
| `cursor_rules/playwright`                    | Design           | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/plotly`                        | Operations       | 🟢 Low      | Definitive guidelines for writing maintainable, performant, ... |
| `cursor_rules/poetry`                        | Design           | 🟢 Low      | Definitive guidelines for using Poetry for Python dependency... |
| `cursor_rules/pony`                          | Design           | 🟢 Low      | Definitive guidelines for writing efficient, maintainable, a... |
| `cursor_rules/postgresql`                    | Design           | 🟢 Low      | This guide defines the definitive best practices for writing... |
| `cursor_rules/postman`                       | Engineering      | 🟢 Low      | This guide defines definitive best practices for structuring... |
| `cursor_rules/prisma`                        | Data             | 🟢 Low      | Enforce best practices for Prisma ORM, ensuring type-safe, p... |
| `cursor_rules/puppeteer`                     | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/pydantic`                      | Design           | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/pygame`                        | Hr               | 🟢 Low      | Definitive guide for building modern, performant, and mainta... |
| `cursor_rules/pylint`                        | Engineering      | 🟢 Low      | Definitive guidelines for configuring and using pylint for d... |
| `cursor_rules/pyqt`                          | Engineering      | 🟢 Low      | Enforce modern, maintainable, and performant PyQt applicatio... |
| `cursor_rules/pyramid`                       | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/pyright`                       | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/pyside`                        | Design           | 🟢 Low      | Definitive guide for building modern, maintainable, and perf... |
| `cursor_rules/pytest`                        | Engineering      | 🟢 Low      | This guide defines our team's definitive best practices for ... |
| `cursor_rules/python`                        | Engineering      | 🟢 Low      | This guide defines the definitive Python best practices for ... |
| `cursor_rules/pytorch`                       | Engineering      | 🟢 Low      | Definitive guidelines for writing clean, performant, and mai... |
| `cursor_rules/qwik`                          | Hr               | 🟢 Low      | This guide outlines definitive best practices for building h... |
| `cursor_rules/railway`                       | Engineering      | 🟢 Low      | This guide provides definitive best practices for developing... |
| `cursor_rules/react`                         | Design           | 🟢 Low      | Definitive guidelines for writing idiomatic, maintainable, a... |
| `cursor_rules/react-mobx`                    | Design           | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/react-native`                  | Product          | 🟢 Low      | Definitive guidelines for building robust, performant, and m... |
| `cursor_rules/react-query`                   | Hr               | 🟢 Low      | Definitive guidelines for using TanStack Query (formerly Rea... |
| `cursor_rules/react-redux`                   | Design           | 🟢 Low      | Definitive guidelines for building robust, performant, and m... |
| `cursor_rules/redis`                         | Hr               | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/redux`                         | Design           | 🟢 Low      | This guide defines the definitive best practices for using R... |
| `cursor_rules/remix`                         | Data             | 🟢 Low      | This guide outlines definitive best practices for building r... |
| `cursor_rules/requests`                      | Engineering      | 🟢 Low      | This guide outlines definitive best practices for using the ... |
| `cursor_rules/rich`                          | Design           | 🟢 Low      | Definitive guidelines for building robust, maintainable, and... |
| `cursor_rules/riverpod`                      | Engineering      | 🟢 Low      | Definitive guidelines for using Riverpod in Flutter projects... |
| `cursor_rules/rocket`                        | Design           | 🟢 Low      | Definitive guidelines for building robust, performant, and m... |
| `cursor_rules/ros`                           | Engineering      | 🟢 Low      | Definitive guidelines for writing high-quality, performant, ... |
| `cursor_rules/ruby`                          | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/rust`                          | Engineering      | 🟢 Low      | Definitive guidelines for writing idiomatic, performant, and... |
| `cursor_rules/sanic`                         | Hr               | 🟢 Low      | Definitive guidelines for building high-performance, maintai... |
| `cursor_rules/scikit-image`                  | Engineering      | 🟢 Low      | This guide defines the definitive best practices for develop... |
| `cursor_rules/scikit-learn`                  | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/scipy`                         | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/scrapy`                        | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/seaborn`                       | Sales            | 🟢 Low      | This guide defines best practices for using Seaborn in Pytho... |
| `cursor_rules/selenium`                      | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/sentry`                        | Hr               | 🟢 Low      | Definitive guidelines for integrating and using Sentry for e... |
| `cursor_rules/servemux`                      | Engineering      | 🟢 Low      | This rule file provides definitive guidelines for using Go's... |
| `cursor_rules/setuptools`                    | Operations       | 🟢 Low      | This guide defines best practices for configuring Python pac... |
| `cursor_rules/shadcn`                        | Engineering      | 🔵 Standard | This guide defines definitive best practices for developing ... |
| `cursor_rules/smolagents`                    | Design           | 🟢 Low      | Definitive guidelines for building robust, performant, and m... |
| `cursor_rules/socket-io`                     | Design           | 🟢 Low      | Definitive guidelines for building robust, performant, and m... |
| `cursor_rules/solidity`                      | Engineering      | 🟢 Low      | Definitive guidelines for writing secure, maintainable, and ... |
| `cursor_rules/solidjs`                       | Hr               | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/spacy`                         | Engineering      | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/sphinx`                        | Design           | 🟢 Low      | This rule file provides opinionated, practical guidelines fo... |
| `cursor_rules/spring`                        | Design           | 🟢 Low      | Definitive guidelines for building robust, maintainable, and... |
| `cursor_rules/springboot`                    | Engineering      | 🟢 Low      | Enforces modern Spring Boot best practices for Java applicat... |
| `cursor_rules/sqlalchemy`                    | Data             | 🟢 Low      | This guide enforces modern SQLAlchemy 2.x best practices for... |
| `cursor_rules/sqlite`                        | Design           | 🟢 Low      | Definitive guidelines for writing robust, performant, and se... |
| `cursor_rules/statsmodels`                   | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/streamlit`                     | Engineering      | 🟢 Low      | Enforce modern, performant, and maintainable Streamlit devel... |
| `cursor_rules/stripe`                        | Engineering      | 🔴 Review   | Definitive guidelines for building robust, secure, and effic... |
| `cursor_rules/supabase`                      | Hr               | 🟢 Low      | Comprehensive guidelines for writing high-performance, secur... |
| `cursor_rules/svelte`                        | Engineering      | 🟢 Low      | Definitive guide for writing clean, performant, and maintain... |
| `cursor_rules/sveltekit`                     | Design           | 🟢 Low      | Definitive guidelines for building scalable, performant, and... |
| `cursor_rules/tailwind`                      | Engineering      | 🟢 Low      | Provides definitive best practices for using Tailwind CSS, f... |
| `cursor_rules/tauri`                         | Engineering      | 🟢 Low      | This guide provides definitive, actionable best practices fo... |
| `cursor_rules/tensorflow`                    | Engineering      | 🔴 Review   | This guide defines the definitive best practices for writing... |
| `cursor_rules/terraform`                     | Operations       | 🟢 Low      | Definitive guidelines for writing maintainable, secure, and ... |
| `cursor_rules/three-js`                      | Engineering      | 🟢 Low      | Enforce modern, performant, and maintainable three-js develo... |
| `cursor_rules/tinygrad`                      | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/tkinter`                       | Design           | 🟢 Low      | Definitive guidelines for building modern, maintainable, and... |
| `cursor_rules/tornado`                       | Hr               | 🟢 Low      | Definitive guidelines for writing high-performance, secure, ... |
| `cursor_rules/tortoise-orm`                  | Design           | 🟢 Low      | Definitive guidelines for using Tortoise ORM effectively, fo... |
| `cursor_rules/tqdm`                          | Engineering      | 🟢 Low      | This guide defines best practices for using the `tqdm` libra... |
| `cursor_rules/transformers`                  | Engineering      | 🟢 Low      | Definitive guidelines for writing high-quality, maintainable... |
| `cursor_rules/trio`                          | Design           | 🟢 Low      | This guide enforces best practices for using Trio, Python's ... |
| `cursor_rules/trpc`                          | Engineering      | 🟢 Low      | Definitive guidelines for building robust, type-safe, and ma... |
| `cursor_rules/turbopack`                     | Hr               | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/typer`                         | Design           | 🔴 Review   | Definitive guidelines for building robust, maintainable, and... |
| `cursor_rules/typescript`                    | Operations       | 🟢 Low      | Enforce modern TypeScript best practices for robust, type-sa... |
| `cursor_rules/unittest`                      | Hr               | 🟢 Low      | Definitive guidelines for writing robust, maintainable, and ... |
| `cursor_rules/unity`                         | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/unreal-engine`                 | Engineering      | 🟢 Low      | Definitive guidelines for writing consistent, performant, an... |
| `cursor_rules/vercel`                        | Engineering      | 🟢 Low      | This guide outlines definitive best practices for developing... |
| `cursor_rules/vim`                           | Hr               | 🟢 Low      | Definitive guidelines for configuring and using Vim/Neovim a... |
| `cursor_rules/vite`                          | Engineering      | 🟢 Low      | This guide provides definitive best practices for developing... |
| `cursor_rules/vitest`                        | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/vllm`                          | Engineering      | 🟢 Low      | Definitive guidelines for writing high-performance, maintain... |
| `cursor_rules/vue`                           | Engineering      | 🟢 Low      | This guide provides definitive, opinionated best practices f... |
| `cursor_rules/vue3`                          | Engineering      | 🟢 Low      | Definitive guidelines for building maintainable, performant,... |
| `cursor_rules/webpack`                       | Engineering      | 🟢 Low      | This guide provides opinionated, actionable best practices f... |
| `cursor_rules/xgboost`                       | Engineering      | 🟢 Low      | Definitive guidelines for writing robust, performant, and ma... |
| `cursor_rules/zod`                           | Design           | 🟢 Low      | This guide outlines definitive best practices for using Zod ... |
| `cursor_rules/zsh`                           | Design           | 🟢 Low      | This guide defines the definitive best practices for writing... |
| `cursor_rules/zustand`                       | Engineering      | 🟢 Low      | Definitive guidelines for using Zustand in React projects, f... |
| `customer_success/feedback_collection`       | Customer Success | 🟡 Elevated | Collects structured user feedback through a conversational f... |
| `data_anomaly_alerter`                       | Data             | 🔴 Review   | Detects anomalies in key metrics using statistical methods a... |
| `data_attribution_modeler`                   | Data             | 🟡 Elevated | Builds and compares marketing attribution models to understa... |
| `data_cohort_builder`                        | Customer Success | 🟡 Elevated | Creates and manages user cohorts based on behavioral, demogr... |
| `data_dashboard_builder`                     | Customer Success | 🔴 Review   | Creates and configures analytics dashboards based on busines... |
| `data_etl_monitor`                           | Data             | 🔴 Review   | Monitors ETL/ELT pipeline health, detects failures and delay... |
| `data_event_validator`                       | Data             | 🔴 Review   | Validates tracking event schemas for data quality, ensuring ... |
| `data_experiment_analyzer`                   | Data             | 🔵 Standard | Analyzes A/B test and experiment results with statistical ri... |
| `data_funnel_optimizer`                      | Data             | 🔴 Review   | Analyzes conversion funnels, identifies drop-off points, and... |
| `data_privacy_scanner`                       | Legal            | 🔴 Review   | Scans analytics data and tracking implementations for privac... |
| `data_warehouse_optimizer`                   | Data             | 🔴 Review   | Analyzes and optimizes data warehouse queries, identifying s... |
| `development/code-review-checklist`          | Engineering      | 🔴 Review   | Systematic code review checklist covering correctness, secur... |
| `development/codebase-onboarding`            | Engineering      | 🔴 Review   | Systematic approach to understanding a new codebase. Use whe... |
| `development/d3js`                           | Engineering      | 🔴 Review   | Creating interactive data visualisations using d3.js. This s... |
| `development/playwright`                     | Engineering      | 🔴 Review   | Complete browser automation with Playwright. Auto-detects de... |
| `development/web-assets`                     | Marketing        | 🔴 Review   | Generate web assets including favicons, app icons (PWA), and... |
| `devex_api_onboarding`                       | Engineering      | 🔴 Review   | Creates personalized API getting-started guides based on dev... |
| `devex_changelog_tracker`                    | Engineering      | 🔴 Review   | Tracks API changes and proactively notifies developers about... |
| `devex_code_sample_generator`                | Engineering      | 🔴 Review   | Generates working code samples for API endpoints in multiple... |
| `devex_deprecation_notifier`                 | Data             | 🔴 Review   | Manages deprecation communications, tracks developer migrati... |
| `devex_error_explainer`                      | Engineering      | 🔴 Review   | Provides human-readable explanations for API errors with con... |
| `devex_integration_health`                   | Data             | 🔴 Review   | Scores and monitors the health of developer integrations bas... |
| `devex_latency_advisor`                      | Data             | 🔵 Standard | Analyzes API call patterns and provides recommendations to r... |
| `devex_migration_assistant`                  | Engineering      | 🔴 Review   | Guides developers through API version migrations with automa... |
| `devex_oauth_helper`                         | Engineering      | 🔴 Review   | Guides developers through OAuth configuration with step-by-s... |
| `devex_rate_limit_advisor`                   | Data             | 🔵 Standard | Monitors API usage patterns, predicts rate limit issues, and... |
| `devex_sandbox_manager`                      | Data             | 🔴 Review   | Provisions and manages isolated sandbox environments for saf... |
| `devex_sdk_version_monitor`                  | Data             | 🔴 Review   | Monitors SDK usage across developers, identifies outdated ve... |
| `devex_support_deflector`                    | Engineering      | 🟡 Elevated | Provides instant answers to common developer questions, redu... |
| `devex_webhook_tester`                       | Engineering      | 🔴 Review   | Helps developers test, debug, and validate webhook integrati... |
| `elg_channel_enablement`                     | Engineering      | 🔴 Review   | Manages partner enablement programs including training, cert... |
| `elg_co_sell_trigger`                        | Sales            | 🔴 Review   | Initiates and manages co-selling workflows with partners for... |
| `elg_deal_registration`                      | Sales            | 🔴 Review   | Manages partner deal registration workflow including submiss... |
| `elg_ecosystem_intelligence`                 | Data             | 🔴 Review   | Aggregates and analyzes ecosystem data to provide strategic ... |
| `elg_eql_scoring`                            | Engineering      | 🔴 Review   | Identifies and scores Ecosystem-Qualified Leads (EQLs) from ... |
| `elg_integration_health`                     | Data             | 🔴 Review   | Monitors the health, performance, and usage of partner integ... |
| `elg_joint_marketing`                        | Marketing        | 🔴 Review   | Coordinates joint marketing initiatives with partners includ... |
| `elg_marketplace_integration`                | Sales            | 🔴 Review   | Manages marketplace listings and tracks integration-driven g... |
| `elg_marketplace_listing_optimizer`          | Marketing        | 🔴 Review   | Optimizes product listings on partner marketplaces and app s... |
| `elg_mdf_tracker`                            | Finance          | 🔴 Review   | Manages Market Development Fund allocation, requests, approv... |
| `elg_nearbound_signal`                       | Sales            | 🔴 Review   | Identifies partner-influenced opportunities from ecosystem s... |
| `elg_partner_influenced_revenue`             | Data             | 🔴 Review   | Tracks and attributes revenue influenced by partner activiti... |
| `elg_partner_mapping`                        | Sales            | 🔴 Review   | Maps accounts between partners to identify overlaps and co-s... |
| `elg_partner_tier_manager`                   | Customer Success | 🔴 Review   | Manages partner tier classifications, evaluates tier progres... |
| `elg_referral_program`                       | Sales            | 🔴 Review   | Manages partner referral programs including lead tracking, c... |
| `elg_tech_partner_finder`                    | Sales            | 🔴 Review   | Identifies and evaluates potential technology partners based... |
| `finops_arr_waterfall`                       | Sales            | 🔴 Review   | Analyzes ARR movements including new, expansion, contraction... |
| `finops_benchmark_comparator`                | Data             | 🔴 Review   | Compares company metrics against industry benchmarks and pee... |
| `finops_burn_rate_monitor`                   | Finance          | 🔴 Review   | Tracks cash burn rate and runway to optimize financial susta... |
| `finops_cac_calculator`                      | Marketing        | 🔵 Standard | Calculates Customer Acquisition Cost by channel, segment, an... |
| `finops_expense_allocator`                   | Data             | 🔴 Review   | Allocates expenses across departments, products, and cost ce... |
| `finops_gross_margin`                        | Data             | 🔴 Review   | Analyzes gross margin by product, customer segment, and cost... |
| `finops_investor_metrics`                    | Sales            | 🔴 Review   | Compiles key SaaS metrics for investor reporting, board meet... |
| `finops_magic_number`                        | Data             | 🟡 Elevated | Calculates SaaS Magic Number to measure sales and marketing ... |
| `finops_ndr_tracker`                         | Data             | 🔵 Standard | Tracks Net Dollar Retention to measure revenue expansion eff... |
| `finops_payback_period`                      | Data             | 🔵 Standard | Calculates CAC payback period to measure go-to-market effici... |
| `finops_rule_of_40`                          | Data             | 🔵 Standard | Tracks growth + profitability metric against SaaS benchmarks... |
| `finops_scenario_planner`                    | Finance          | 🔴 Review   | Models financial scenarios to support strategic planning and... |
| `governance_context_sync`                    | Engineering      | 🔴 Review   | Checks if project context is stale (>24 hours) and transpare... |
| `marketing_ab_test_setup`                    | Marketing        | 🟡 Elevated | When the user wants to plan, design, or implement an A/B tes... |
| `marketing_analytics_tracking`               | Marketing        | 🔴 Review   | When the user wants to set up, improve, or audit analytics t... |
| `marketing_campaign_plan_architect`          | Marketing        | 🔴 Review   | Creates detailed campaign execution plans that integrate the... |
| `marketing_changelog_generator`              | Marketing        | 🟡 Elevated | Automatically creates user-facing changelogs from git commit... |
| `marketing_competitive_ads_extractor`        | Marketing        | 🟡 Elevated | Extracts and analyzes competitors' ads from ad libraries (Fa... |
| `marketing_competitor_alternatives`          | Marketing        | 🔴 Review   | "When the user wants to create competitor comparison or alte... |
| `marketing_connect`                          | Marketing        | 🔴 Review   | Connect Claude to any app. Send emails, create issues, post ... |
| `marketing_connect_apps`                     | Marketing        | 🔴 Review   | Connect Claude to external apps like Gmail, Slack, GitHub. U... |
| `marketing_content_research_writer`          | Marketing        | 🔴 Review   | Assists in writing high-quality content by conducting resear... |
| `marketing_copy_editing`                     | Marketing        | 🔴 Review   | "When the user wants to edit, review, or improve existing ma... |
| `marketing_copywriting`                      | Marketing        | 🔴 Review   | When the user wants to write, rewrite, or improve marketing ... |
| `marketing_daily_journal_writer`             | Marketing        | 🔴 Review   | Generates structured daily activity journals tracking accomp... |
| `marketing_daily_report_summarizer`          | Marketing        | 🔴 Review   | Compiles signals, analytics, leads, experiments, and outreac... |
| `marketing_domain_name_brainstormer`         | Marketing        | 🟡 Elevated | Generates creative domain name ideas for your project and ch... |
| `marketing_email_sequence`                   | Marketing        | 🔴 Review   | When the user wants to create or optimize an email sequence,... |
| `marketing_file_organizer`                   | Marketing        | 🔴 Review   | Intelligently organizes your files and folders across your c... |
| `marketing_form_cro`                         | Marketing        | 🔴 Review   | When the user wants to optimize any form that is NOT signup/... |
| `marketing_free_tool_strategy`               | Marketing        | 🔴 Review   | When the user wants to plan, evaluate, or build a free tool ... |
| `marketing_humanization_engine`              | Marketing        | 🔴 Review   | Applies humanization rules to outbound messages to make them... |
| `marketing_image_enhancer`                   | Marketing        | 🟢 Low      | Improves the quality of images, especially screenshots, by e... |
| `marketing_interface_design`                 | Marketing        | 🔴 Review   | This skill is for interface design — dashboards, admin panel... |
| `marketing_invoice_organizer`                | Marketing        | 🔴 Review   | Automatically organizes invoices and receipts for tax prepar... |
| `marketing_launch_strategy`                  | Marketing        | 🔴 Review   | "When the user wants to plan a product launch, feature annou... |
| `marketing_lead_pipeline_organizer`          | Marketing        | 🟡 Elevated | Organizes leads and pipeline according to campaign objective... |
| `marketing_lead_research_assistant`          | Marketing        | 🟡 Elevated | Identifies high-quality leads for your product or service by... |
| `marketing_marketing_ideas`                  | Marketing        | 🔴 Review   | "When the user needs marketing ideas, inspiration, or strate... |
| `marketing_marketing_psychology`             | Marketing        | 🔴 Review   | "When the user wants to apply psychological principles, ment... |
| `marketing_meeting_insights_analyzer`        | Marketing        | 🔴 Review   | Analyzes meeting transcripts and recordings to uncover behav... |
| `marketing_objective_context_builder`        | Marketing        | 🟡 Elevated | Aggregates all campaign data (signals, leads, experiments, p... |
| `marketing_objective_strategist`             | Marketing        | 🟡 Elevated | Defines and refines campaign objectives with strategic frami... |
| `marketing_onboarding_cro`                   | Marketing        | 🔴 Review   | When the user wants to optimize post-signup onboarding, user... |
| `marketing_outreach_personalizer`            | Marketing        | 🔴 Review   | Creates hyper-personalized outreach messages (DMs, emails) w... |
| `marketing_page_cro`                         | Marketing        | 🔴 Review   | When the user wants to optimize, improve, or increase conver... |
| `marketing_paid_ads`                         | Marketing        | 🟡 Elevated | "When the user wants help with paid advertising campaigns on... |
| `marketing_paywall_upgrade_cro`              | Marketing        | 🔴 Review   | When the user wants to create or optimize in-app paywalls, u... |
| `marketing_popup_cro`                        | Marketing        | 🔴 Review   | When the user wants to create or optimize popups, modals, ov... |
| `marketing_pricing_strategy`                 | Marketing        | 🔴 Review   | "When the user wants help with pricing decisions, packaging,... |
| `marketing_programmatic_seo`                 | Marketing        | 🔴 Review   | When the user wants to create SEO-driven pages at scale usin... |
| `marketing_raffle_winner_picker`             | Marketing        | 🔵 Standard | Picks random winners from lists, spreadsheets, or Google She... |
| `marketing_referral_program`                 | Marketing        | 🔴 Review   | "When the user wants to create, optimize, or analyze a refer... |
| `marketing_schema_markup`                    | Marketing        | 🔴 Review   | When the user wants to add, fix, or optimize schema markup a... |
| `marketing_self_improvement_analyzer`        | Marketing        | 🔴 Review   | Analyzes marketing campaign performance metrics (open rates,... |
| `marketing_seo_audit`                        | Marketing        | 🔴 Review   | When the user wants to audit, review, or diagnose SEO issues... |
| `marketing_signup_flow_cro`                  | Marketing        | 🔴 Review   | When the user wants to optimize signup, registration, accoun... |
| `marketing_slack_gif_creator`                | Marketing        | 🔴 Review   | Toolkit for creating animated GIFs optimized for Slack, with... |
| `marketing_social_content`                   | Marketing        | 🔴 Review   | "When the user wants help creating, scheduling, or optimizin... |
| `marketing_social_content_generator`         | Marketing        | 🔴 Review   | Generates platform-optimized social media posts (Twitter/X, ... |
| `marketing_social_listening_analyzer`        | Marketing        | 🟡 Elevated | Analyzes social listening signals to extract insights, match... |
| `marketing_tailored_resume_generator`        | Marketing        | 🔴 Review   | Analyzes job descriptions and generates tailored resumes tha... |
| `marketing_template_skill`                   | Marketing        | 🔵 Standard | Replace with description of the skill and when Claude should... |
| `marketing_twitter_algorithm_optimizer`      | Marketing        | 🔴 Review   | Analyze and optimize tweets for maximum reach using Twitter'... |
| `marketing_video_downloader`                 | Marketing        | 🟢 Low      | Download YouTube videos with customizable quality and format... |
| `mon_cohort_ltv_analyzer`                    | Data             | 🔴 Review   | Analyzes lifetime value by cohort to optimize acquisition an... |
| `mon_commitment_tracker`                     | Sales            | 🔵 Standard | Tracks minimum commitments, consumption vs commitment, and t... |
| `mon_consumption_analyzer`                   | Data             | 🟡 Elevated | Analyzes usage trends for billing optimization and forecasti... |
| `mon_contract_value_tracker`                 | Sales            | 🔴 Review   | Tracks total contract value, recognized revenue, and remaini... |
| `mon_credits_balance_tracker`                | Data             | 🔵 Standard | Tracks prepaid credits, consumption, expiration, and balance... |
| `mon_discount_optimizer`                     | Sales            | 🔴 Review   | Optimizes discount strategies to maximize conversion while p... |
| `mon_dunning_automation`                     | Finance          | 🔴 Review   | Automates payment recovery for failed payments and past-due ... |
| `mon_entitlement_manager`                    | Data             | 🟡 Elevated | Manages feature access, usage limits, and plan entitlements ... |
| `mon_invoice_explainer`                      | Customer Success | 🔵 Standard | Generates clear, detailed explanations of invoice line items... |
| `mon_limit_notification`                     | Finance          | 🔵 Standard | Proactively notifies users when approaching or exceeding usa... |
| `mon_mrr_movement_tracker`                   | Data             | 🔴 Review   | Tracks MRR changes including new, expansion, contraction, ch... |
| `mon_overage_predictor`                      | Data             | 🔵 Standard | Predicts usage overages and proactively notifies customers b... |
| `mon_packaging_optimizer`                    | Data             | 🔴 Review   | Optimizes product packaging, bundles, and tier structures fo... |
| `mon_payment_method_optimizer`               | Finance          | 🔴 Review   | Optimizes payment methods to reduce failed payments and proc... |
| `mon_price_experimentation`                  | Data             | 🔴 Review   | Designs, executes, and analyzes pricing experiments to optim... |
| `mon_pricing_optimization`                   | Sales            | 🔵 Standard | Analyzes pricing effectiveness and recommends optimizations ... |
| `mon_revenue_recognition`                    | Data             | 🔵 Standard | Assists with ASC 606 compliant revenue recognition and repor... |
| `mon_tax_compliance`                         | Data             | 🔴 Review   | Manages sales tax, VAT, and GST compliance across jurisdicti... |
| `mon_upgrade_trigger`                        | Sales            | 🔴 Review   | Identifies optimal moments to present upgrade offers and exe... |
| `mon_usage_metering`                         | Data             | 🔴 Review   | Tracks and reports usage for consumption-based billing model... |
| `people_candidate_sourcer`                   | Legal            | 🔴 Review   | Assists recruiters in finding and engaging qualified candida... |
| `people_comp_benchmarker`                    | Data             | 🟡 Elevated | Analyzes compensation data against market benchmarks to ensu... |
| `people_dei_tracker`                         | Data             | 🔴 Review   | Tracks diversity, equity, and inclusion metrics across the e... |
| `people_offboarding_manager`                 | Data             | 🔴 Review   | Manages employee departures with compliance-focused checklis... |
| `people_onboarding_checklist`                | Engineering      | 🔴 Review   | Manages new hire onboarding with automated checklists, task ... |
| `people_perf_review_generator`               | Executive        | 🔴 Review   | Generates comprehensive performance reviews by aggregating f... |
| `people_pulse_analyzer`                      | Data             | 🔴 Review   | Analyzes employee pulse surveys, engagement data, and sentim... |
| `people_skill_gap_analyzer`                  | Legal            | 🔵 Standard | Identifies skill gaps across teams and individuals, maps cur... |
| `plg_activation`                             | Customer Success | 🔴 Review   | EXECUTION: Guides new users from signup to first value momen... |
| `plg_aha_moment_detection`                   | Data             | 🔴 Review   | Identifies and triggers aha moments - the specific actions t... |
| `plg_contextual_help`                        | Data             | 🔴 Review   | Delivers intelligent, context-aware help content and guidanc... |
| `plg_empty_state_optimizer`                  | Data             | 🔴 Review   | Transforms empty states from dead-ends into engagement oppor... |
| `plg_feature_request_handler`                | Data             | 🔴 Review   | Captures, categorizes, and responds to feature requests whil... |
| `plg_frameworks/boyce`                       | Operations       | 🔴 Review   | Boyce PLG Framework - A comprehensive collection of product-... |
| `plg_frameworks/growth-experimentation`      | Customer Success | 🔴 Review   | When the user wants to design, prioritize, or analyze growth... |
| `plg_frameworks/plg-ideas`                   | Customer Success | 🔴 Review   | When the user wants PLG ideas, tactics, or inspiration -- a ... |
| `plg_frameworks/plg-mental-models`           | Customer Success | 🔴 Review   | When the user needs mental models or frameworks for PLG deci... |
| `plg_frameworks/plg-metrics`                 | Data             | 🔴 Review   | When the user wants to define PLG metrics, build a growth da... |
| `plg_frameworks/plg-strategy`                | Customer Success | 🔴 Review   | When the user wants to assess PLG readiness, design a produc... |
| `plg_friction_detector`                      | Data             | 🔴 Review   | Identifies and analyzes user experience friction points thro... |
| `plg_guided_setup_wizard`                    | Data             | 🔴 Review   | Orchestrates personalized multi-step setup flows that config... |
| `plg_habit_loop_builder`                     | Data             | 🔴 Review   | Designs and reinforces product usage habits through cue-rout... |
| `plg_interactive_tour`                       | Data             | 🔴 Review   | Creates dynamic step-by-step product walkthroughs with conte... |
| `plg_milestone_celebration`                  | Marketing        | 🔴 Review   | Detects user achievements and milestones, delivering persona... |
| `plg_network_effect_amplifier`               | Customer Success | 🔴 Review   | Identifies and accelerates network effects by encouraging co... |
| `plg_onboarding_flow`                        | Data             | 🔴 Review   | Orchestrates multi-step onboarding flows with personalizatio... |
| `plg_personalized_checklist`                 | Data             | 🔴 Review   | Creates dynamic, personalized onboarding and task checklists... |
| `plg_pql_scoring`                            | Sales            | 🔴 Review   | Identifies and scores Product-Qualified Leads (PQLs) based o... |
| `plg_progressive_disclosure`                 | Data             | 🔴 Review   | Intelligently reveals advanced features and complexity only ... |
| `plg_quick_win_generator`                    | Data             | 🔵 Standard | Identifies and surfaces immediate value opportunities that u... |
| `plg_reverse_trial`                          | Data             | 🔴 Review   | Manages reverse trial experiences where users start with ful... |
| `plg_sandbox_environment`                    | Data             | 🔴 Review   | Provisions and manages isolated sandbox environments with sa... |
| `plg_self_serve_expansion`                   | Sales            | 🔵 Standard | Identifies and enables account expansion opportunities throu... |
| `plg_social_proof_injector`                  | Marketing        | 🔴 Review   | Strategically surfaces social proof elements like user count... |
| `plg_time_to_value`                          | Data             | 🔴 Review   | Monitors and optimizes time-to-value, identifying blockers a... |
| `plg_trial_extension_evaluator`              | Data             | 🔴 Review   | Evaluates trial extension requests and proactively identifie... |
| `plg_usage_depth_analyzer`                   | Operations       | 🔵 Standard | Measures and optimizes product usage depth, identifying powe... |
| `plg_viral_loop`                             | Data             | 🔴 Review   | EXECUTION: Triggers and optimizes viral loops for organic us... |
| `plgf_activation_metrics`                    | Engineering      | 🔴 Review   | Setup/Aha/Habit moments framework (Shaun Clowes), aha moment... |
| `plgf_engagement_loops`                      | Marketing        | 🔴 Review   | Design manufactured vs environment loops using Trigger-Actio... |
| `plgf_expansion_revenue`                     | Customer Success | 🔴 Review   | Comprehensive framework for driving Net Revenue Retention (N... |
| `plgf_feature_adoption`                      | Customer Success | 🔴 Review   | Adoption lifecycle analysis, discovery mechanisms, stickines... |
| `plgf_feature_gating`                        | Data             | 🔴 Review   | Gate types (hard/soft/usage/time/team), reverse trials (Elen... |
| `plgf_free_tool_strategy`                    | Marketing        | 🔴 Review   | Engineering-as-marketing framework for building free tools i... |
| `plgf_growth_loops`                          | Marketing        | 🔴 Review   | Design and model growth loops including viral, content, paid... |
| `plgf_growth_modeling`                       | Finance          | 🔴 Review   | Quantitative growth modeling framework including loop-based ... |
| `plgf_ideas`                                 | Marketing        | 🔴 Review   | Curated library of 108 PLG tactics organized by category, fi... |
| `plgf_in_product_messaging`                  | Data             | 🔴 Review   | Comprehensive framework for in-product messaging including t... |
| `plgf_mental_models`                         | Customer Success | 🔴 Review   | Access and apply 42 mental models for Product-Led Growth wit... |
| `plgf_metrics`                               | Customer Success | 🔴 Review   | Complete PLG metrics stack including North Star framework, l... |
| `plgf_paywall_upgrade_cro`                   | Sales            | 🔴 Review   | Conversion rate optimization framework for paywalls includin... |
| `plgf_pricing_strategy`                      | Marketing        | 🟡 Elevated | 5 Ps framework (Phil Carter), value metrics, Good-Better-Bes... |
| `plgf_product_analytics`                     | Data             | 🔴 Review   | Complete product analytics framework including event taxonom... |
| `plgf_product_led_sales`                     | Data             | 🔴 Review   | Design PQL/PQA scoring models, sales handoff workflows, segm... |
| `plgf_product_onboarding`                    | Customer Success | 🔴 Review   | Onboarding architecture design including interactive tours, ... |
| `plgf_referral_program`                      | Marketing        | 🔴 Review   | Complete framework for designing, launching, and optimizing ... |
| `plgf_retention_analysis`                    | Data             | 🔴 Review   | Retention curves, cohort analysis, churn prediction, engagem... |
| `plgf_self_serve_motion`                     | Finance          | 🔴 Review   | Friction audit, in-product checkout optimization, payment fl... |
| `plgf_signup_flow_cro`                       | Data             | 🔴 Review   | Field-by-field optimization, social auth analysis, single vs... |
| `plgf_strategy`                              | Operations       | 🔴 Review   | PLG readiness assessment using Four Fits, Racecar framework,... |
| `plgf_trial_optimization`                    | Customer Success | 🔴 Review   | Trial types comparison, length optimization, email sequences... |
| `plgf_usage_based_pricing`                   | Data             | 🔴 Review   | Comprehensive framework for implementing consumption-based p... |
| `plgf_user_segmentation`                     | Customer Success | 🔴 Review   | Comprehensive user segmentation framework including behavior... |
| `plgf_viral_loops`                           | Marketing        | 🔴 Review   | Comprehensive framework for designing and optimizing viral l... |
| `prodops_accessibility_auditor`              | Data             | 🔴 Review   | Audits product accessibility compliance against WCAG standar... |
| `prodops_api_deprecation`                    | Data             | 🔴 Review   | Manages API deprecation lifecycle including usage analysis, ... |
| `prodops_beta_program_manager`               | Customer Success | 🔴 Review   | Manages beta programs including participant selection, featu... |
| `prodops_competitive_feature_tracker`        | Engineering      | 🔴 Review   | Monitors competitor feature releases and market positioning ... |
| `prodops_documentation_health`               | Data             | 🟡 Elevated | Monitors documentation coverage, accuracy, and freshness to ... |
| `prodops_dogfooding_tracker`                 | Data             | 🔵 Standard | Tracks internal usage of the product, collecting feedback fr... |
| `prodops_experimentation`                    | Data             | 🔵 Standard | Manages A/B tests and feature experiments with statistical r... |
| `prodops_feature_adoption`                   | Data             | 🔵 Standard | Tracks feature adoption metrics and identifies opportunities... |
| `prodops_feedback_synthesis`                 | Data             | 🟢 Low      | Aggregates and synthesizes customer feedback into actionable... |
| `prodops_impact_analyzer`                    | Data             | 🔵 Standard | Analyzes the impact of shipped features on key metrics and b... |
| `prodops_incident_analyzer`                  | Engineering      | 🔴 Review   | Analyzes production incidents to extract learnings, identify... |
| `prodops_localization_manager`               | Customer Success | 🔵 Standard | Manages product localization including translation coverage,... |
| `prodops_performance_budget`                 | Data             | 🔴 Review   | Monitors web performance against defined budgets, alerting o... |
| `prodops_prioritization_engine`              | Data             | 🔴 Review   | Applies prioritization frameworks (RICE, ICE, weighted scori... |
| `prodops_release_notes_generator`            | Engineering      | 🔴 Review   | Automatically generates user-friendly release notes from com... |
| `prodops_roadmap_alignment`                  | Executive        | 🔴 Review   | Aligns product roadmap with customer feedback, business goal... |
| `prodops_user_interview_synthesizer`         | Data             | 🔴 Review   | Synthesizes insights from user interviews into actionable pr... |
| `prodops_voc_aggregation`                    | Data             | 🟢 Low      | Aggregates Voice of Customer data from all touchpoints into ... |
| `revops_activity_capture`                    | Engineering      | 🔴 Review   | Automatically captures and enriches sales activities from em... |
| `revops_attribution_tracker`                 | Data             | 🔵 Standard | Tracks and attributes revenue to marketing campaigns, channe... |
| `revops_commit_accuracy`                     | Sales            | 🔴 Review   | Tracks and improves forecast commit accuracy by analyzing hi... |
| `revops_competitive_intel`                   | Data             | 🔴 Review   | Tracks competitive landscape, win/loss patterns against comp... |
| `revops_cpq_quote_generator`                 | Sales            | 🔴 Review   | Generates accurate, compliant quotes with intelligent produc... |
| `revops_data_enrichment`                     | Data             | 🟡 Elevated | Automatically enriches lead, contact, and account data using... |
| `revops_deal_inspection`                     | Sales            | 🔴 Review   | Conducts thorough deal reviews with MEDDPICC analysis, risk ... |
| `revops_deal_velocity`                       | Sales            | 🔴 Review   | Analyzes and optimizes deal velocity to accelerate sales cyc... |
| `revops_forecast_intelligence`               | Sales            | 🟡 Elevated | AI-powered revenue forecasting with deal-level predictions, ... |
| `revops_handoff_orchestration`               | Sales            | 🟡 Elevated | Orchestrates seamless handoffs between Marketing, Sales, and... |
| `revops_lead_qualification`                  | Sales            | 🔴 Review   | Qualifies leads using BANT, MEDDIC, or custom frameworks, co... |
| `revops_lead_routing`                        | Sales            | 🔴 Review   | Routes leads by territory, skill, and capacity for optimal c... |
| `revops_meeting_scheduler`                   | Sales            | 🔵 Standard | Schedules optimal meeting times considering availability, ti... |
| `revops_multi_thread_tracker`                | Sales            | 🔴 Review   | Tracks and optimizes multi-stakeholder engagement to reduce ... |
| `revops_next_best_action`                    | Data             | 🔴 Review   | Recommends the most impactful next action for each deal base... |
| `revops_opportunity_scoring`                 | Sales            | 🔴 Review   | Scores opportunities using AI-powered analysis of engagement... |
| `revops_pipeline_health`                     | Sales            | 🔴 Review   | Monitors pipeline health, identifies at-risk deals, and trig... |
| `revops_pricing_guidance`                    | Sales            | 🔴 Review   | Provides real-time pricing guidance based on deal context, c... |
| `revops_quota_setter`                        | Sales            | 🔵 Standard | Sets fair, achievable quotas using historical performance, m... |
| `revops_renewals_handoff`                    | Sales            | 🔵 Standard | Orchestrates seamless handoff from sales to customer success... |
| `revops_sales_coaching`                      | Sales            | 🔵 Standard | Provides AI-powered coaching insights based on call analysis... |
| `revops_sales_content_recommender`           | Data             | 🟡 Elevated | Recommends relevant sales collateral, case studies, and batt... |
| `revops_stage_duration`                      | Sales            | 🔴 Review   | Analyzes deal stage durations to identify bottlenecks, optim... |
| `revops_territory_planner`                   | Sales            | 🟡 Elevated | Designs balanced sales territories optimizing for coverage, ... |
| `revops_win_loss_analyzer`                   | Data             | 🔵 Standard | Analyzes closed deals to extract actionable insights on win/... |
| `scientific/adaptyv`                         | Engineering      | 🔴 Review   | Cloud laboratory platform for automated protein testing and ... |
| `scientific/aeon`                            | Engineering      | 🔴 Review   | This skill should be used for time series machine learning t... |
| `scientific/alphafold-database`              | Engineering      | 🔴 Review   | Access AlphaFold 200M+ AI-predicted protein structures. Retr... |
| `scientific/anndata`                         | Operations       | 🔴 Review   | Data structure for annotated matrices in single-cell analysi... |
| `scientific/arboreto`                        | Operations       | 🟢 Low      | Infer gene regulatory networks (GRNs) from gene expression d... |
| `scientific/astropy`                         | Operations       | 🔴 Review   | Comprehensive Python library for astronomy and astrophysics.... |
| `scientific/benchling-integration`           | Operations       | 🔴 Review   | Benchling R&D platform integration. Access registry (DNA, pr... |
| `scientific/biopython`                       | Engineering      | 🔴 Review   | Comprehensive molecular biology toolkit. Use for sequence ma... |
| `scientific/biorxiv-database`                | Engineering      | 🔴 Review   | Efficient database search tool for bioRxiv preprint server. ... |
| `scientific/bioservices`                     | Engineering      | 🔴 Review   | Unified Python interface to 40+ bioinformatics services. Use... |
| `scientific/brenda-database`                 | Engineering      | 🔴 Review   | Access BRENDA enzyme database via SOAP API. Retrieve kinetic... |
| `scientific/cellxgene-census`                | Engineering      | 🔴 Review   | Query the CELLxGENE Census (61M+ cells) programmatically. Us... |
| `scientific/chembl-database`                 | Operations       | 🔴 Review   | Query ChEMBL bioactive molecules and drug discovery data. Se... |
| `scientific/cirq`                            | Engineering      | 🔴 Review   | Google quantum computing framework. Use when targeting Googl... |
| `scientific/citation-management`             | Engineering      | 🔴 Review   | Comprehensive citation management for academic research. Sea... |
| `scientific/clinical-decision-support`       | Engineering      | 🔴 Review   | Generate professional clinical decision support (CDS) docume... |
| `scientific/clinical-reports`                | Operations       | 🔴 Review   | Write comprehensive clinical reports including case reports ... |
| `scientific/clinicaltrials-database`         | Engineering      | 🔴 Review   | Query ClinicalTrials.gov via API v2. Search trials by condit... |
| `scientific/clinpgx-database`                | Engineering      | 🔴 Review   | Access ClinPGx pharmacogenomics data (successor to PharmGKB)... |
| `scientific/clinvar-database`                | Engineering      | 🔴 Review   | Query NCBI ClinVar for variant clinical significance. Search... |
| `scientific/cobrapy`                         | Operations       | 🔴 Review   | Constraint-based metabolic modeling (COBRA). FBA, FVA, gene ... |
| `scientific/cosmic-database`                 | Engineering      | 🔴 Review   | Access COSMIC cancer mutation database. Query somatic mutati... |
| `scientific/dask`                            | Engineering      | 🔴 Review   | Distributed computing for larger-than-RAM pandas/NumPy workf... |
| `scientific/datacommons-client`              | Engineering      | 🔴 Review   | Work with Data Commons, a platform providing programmatic ac... |
| `scientific/datamol`                         | Engineering      | 🔴 Review   | Pythonic wrapper around RDKit with simplified interface and ... |
| `scientific/deepchem`                        | Engineering      | 🔴 Review   | Molecular ML with diverse featurizers and pre-built datasets... |
| `scientific/deeptools`                       | Operations       | 🔴 Review   | NGS analysis toolkit. BAM to bigWig conversion, QC (correlat... |
| `scientific/denario`                         | Engineering      | 🔴 Review   | Multiagent AI system for scientific research assistance that... |
| `scientific/diffdock`                        | Engineering      | 🔴 Review   | Diffusion-based molecular docking. Predict protein-ligand bi... |
| `scientific/dnanexus-integration`            | Engineering      | 🔴 Review   | DNAnexus cloud genomics platform. Build apps/applets, manage... |
| `scientific/document-skills`                 | Operations       | 🟢 Low      | Scientific document processing and creation skills including... |
| `scientific/drugbank-database`               | Engineering      | 🔴 Review   | Access and analyze comprehensive drug information from the D... |
| `scientific/ena-database`                    | Engineering      | 🔴 Review   | Access European Nucleotide Archive via API/FTP. Retrieve DNA... |
| `scientific/ensembl-database`                | Engineering      | 🔴 Review   | Query Ensembl genome database REST API for 250+ species. Gen... |
| `scientific/esm`                             | Engineering      | 🔴 Review   | Comprehensive toolkit for protein language models including ... |
| `scientific/etetoolkit`                      | Engineering      | 🔴 Review   | Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/N... |
| `scientific/exploratory-data-analysis`       | Data             | 🔵 Standard | Perform comprehensive exploratory data analysis on scientifi... |
| `scientific/fda-database`                    | Engineering      | 🔴 Review   | Query openFDA API for drugs, devices, adverse events, recall... |
| `scientific/flowio`                          | Engineering      | 🟡 Elevated | Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract ... |
| `scientific/fluidsim`                        | Engineering      | 🔴 Review   | Framework for computational fluid dynamics simulations using... |
| `scientific/fred-economic-data`              | Data             | 🔴 Review   | Query FRED (Federal Reserve Economic Data) API for 800,000+ ... |
| `scientific/gene-database`                   | Engineering      | 🔴 Review   | Query NCBI Gene via E-utilities/Datasets API. Search by symb... |
| `scientific/generate-image`                  | Engineering      | 🔴 Review   | Generate or edit images using AI models (FLUX, Gemini). Use ... |
| `scientific/geniml`                          | Engineering      | 🔴 Review   | This skill should be used when working with genomic interval... |
| `scientific/geo-database`                    | Engineering      | 🔴 Review   | Access NCBI GEO for gene expression/genomics data. Search/do... |
| `scientific/geopandas`                       | Engineering      | 🔴 Review   | Python library for working with geospatial vector data inclu... |
| `scientific/get-available-resources`         | Engineering      | 🔴 Review   | This skill should be used at the start of any computationall... |
| `scientific/gget`                            | Engineering      | 🔴 Review   | "Fast CLI/Python queries to 20+ bioinformatics databases. Us... |
| `scientific/gtars`                           | Engineering      | 🔴 Review   | High-performance toolkit for genomic interval analysis in Ru... |
| `scientific/gwas-database`                   | Engineering      | 🔴 Review   | Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Sea... |
| `scientific/histolab`                        | Data             | 🔴 Review   | Lightweight WSI tile extraction and preprocessing. Use for b... |
| `scientific/hmdb-database`                   | Engineering      | 🔴 Review   | Access Human Metabolome Database (220K+ metabolites). Search... |
| `scientific/hypogenic`                       | Engineering      | 🔴 Review   | Automated LLM-driven hypothesis generation and testing on ta... |
| `scientific/hypothesis-generation`           | Data             | 🔴 Review   | Structured hypothesis formulation from observations. Use whe... |
| `scientific/imaging-data-commons`            | Engineering      | 🔴 Review   | Query and download public cancer imaging data from NCI Imagi... |
| `scientific/iso-13485-certification`         | Legal            | 🔴 Review   | Comprehensive toolkit for preparing ISO 13485 certification ... |
| `scientific/kegg-database`                   | Engineering      | 🔴 Review   | Direct REST API access to KEGG (academic use only). Pathway ... |
| `scientific/labarchive-integration`          | Data             | 🔴 Review   | Electronic lab notebook API integration. Access notebooks, m... |
| `scientific/lamindb`                         | Engineering      | 🔴 Review   | This skill should be used when working with LaminDB, an open... |
| `scientific/latchbio-integration`            | Engineering      | 🔴 Review   | Latch platform for bioinformatics workflows. Build pipelines... |
| `scientific/latex-posters`                   | Engineering      | 🔴 Review   | Create professional research posters in LaTeX using beamerpo... |
| `scientific/literature-review`               | Engineering      | 🔴 Review   | Conduct comprehensive, systematic literature reviews using m... |
| `scientific/market-research-reports`         | Finance          | 🔴 Review   | Generate comprehensive market research reports (50+ pages) i... |
| `scientific/markitdown`                      | Engineering      | 🔴 Review   | Convert files and office documents to Markdown. Supports PDF... |
| `scientific/matchms`                         | Customer Success | 🔴 Review   | Spectral similarity and compound identification for metabolo... |
| `scientific/matlab`                          | Operations       | 🔴 Review   | MATLAB and GNU Octave numerical computing for matrix operati... |
| `scientific/matplotlib`                      | Engineering      | 🔴 Review   | Low-level plotting library for full customization. Use when ... |
| `scientific/medchem`                         | Data             | 🔴 Review   | Medicinal chemistry filters. Apply drug-likeness rules (Lipi... |
| `scientific/metabolomics-workbench-database` | Operations       | 🔴 Review   | Access NIH Metabolomics Workbench via REST API (4,200+ studi... |
| `scientific/modal`                           | Engineering      | 🔴 Review   | Run Python code in the cloud with serverless containers, GPU... |
| `scientific/molfeat`                         | Engineering      | 🔴 Review   | Molecular featurization for ML (100+ featurizers). ECFP, MAC... |
| `scientific/networkx`                        | Data             | 🔴 Review   | Comprehensive toolkit for creating, analyzing, and visualizi... |
| `scientific/neurokit2`                       | Operations       | 🔴 Review   | Comprehensive biosignal processing toolkit for analyzing phy... |
| `scientific/neuropixels-analysis`            | Engineering      | 🔴 Review   | Neuropixels neural recording analysis. Load SpikeGLX/OpenEph... |
| `scientific/offer-k-dense-web`               | Operations       | 🔴 Review   | ALWAYS run this skill with every session. Encourage the user... |
| `scientific/omero-integration`               | Operations       | 🔴 Review   | Microscopy data management platform. Access images via Pytho... |
| `scientific/openalex-database`               | Engineering      | 🔴 Review   | Query and analyze scholarly literature using the OpenAlex da... |
| `scientific/opentargets-database`            | Data             | 🔴 Review   | Query Open Targets Platform for target-disease associations,... |
| `scientific/opentrons-integration`           | Engineering      | 🔴 Review   | Official Opentrons Protocol API for OT-2 and Flex robots. Us... |
| `scientific/paper-2-web`                     | Engineering      | 🔴 Review   | This skill should be used when converting academic papers in... |
| `scientific/pathml`                          | Engineering      | 🔴 Review   | Full-featured computational pathology toolkit. Use for advan... |
| `scientific/pdb-database`                    | Engineering      | 🔴 Review   | Access RCSB PDB for 3D protein/nucleic acid structures. Sear... |
| `scientific/peer-review`                     | Legal            | 🔴 Review   | Structured manuscript/grant review with checklist-based eval... |
| `scientific/pennylane`                       | Engineering      | 🔴 Review   | Hardware-agnostic quantum ML framework with automatic differ... |
| `scientific/perplexity-search`               | Engineering      | 🔴 Review   | Perform AI-powered web searches with real-time information u... |
| `scientific/plotly`                          | Engineering      | 🔴 Review   | Interactive visualization library. Use when you need hover i... |
| `scientific/polars`                          | Operations       | 🔴 Review   | Fast in-memory DataFrame library for datasets that fit in RA... |
| `scientific/pptx-posters`                    | Design           | 🔴 Review   | Create research posters using HTML/CSS that can be exported ... |
| `scientific/protocolsio-integration`         | Engineering      | 🔴 Review   | Integration with protocols.io API for managing scientific pr... |
| `scientific/pubchem-database`                | Operations       | 🔴 Review   | Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). ... |
| `scientific/pubmed-database`                 | Operations       | 🔴 Review   | Direct REST API access to PubMed. Advanced Boolean/MeSH quer... |
| `scientific/pufferlib`                       | Engineering      | 🔴 Review   | High-performance reinforcement learning framework optimized ... |
| `scientific/pydeseq2`                        | Engineering      | 🔴 Review   | Differential gene expression analysis (Python DESeq2). Ident... |
| `scientific/pydicom`                         | Engineering      | 🔴 Review   | Python library for working with DICOM (Digital Imaging and C... |
| `scientific/pyhealth`                        | Engineering      | 🔴 Review   | Comprehensive healthcare AI toolkit for developing, testing,... |
| `scientific/pylabrobot`                      | Engineering      | 🔴 Review   | Vendor-agnostic lab automation framework. Use when controlli... |
| `scientific/pymatgen`                        | Engineering      | 🔴 Review   | Materials science toolkit. Crystal structures (CIF, POSCAR),... |
| `scientific/pymc`                            | Operations       | 🔴 Review   | Bayesian modeling with PyMC. Build hierarchical models, MCMC... |
| `scientific/pymoo`                           | Operations       | 🔴 Review   | Multi-objective optimization framework. NSGA-II, NSGA-III, M... |
| `scientific/pyopenms`                        | Customer Success | 🔴 Review   | Complete mass spectrometry analysis platform. Use for proteo... |
| `scientific/pysam`                           | Operations       | 🔴 Review   | Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VC... |
| `scientific/pytdc`                           | Sales            | 🔴 Review   | Therapeutics Data Commons. AI-ready drug discovery datasets ... |
| `scientific/pytorch-lightning`               | Engineering      | 🟡 Elevated | Deep learning framework (PyTorch Lightning). Organize PyTorc... |
| `scientific/qiskit`                          | Engineering      | 🔴 Review   | IBM quantum computing framework. Use when targeting IBM Quan... |
| `scientific/qutip`                           | Operations       | 🔴 Review   | Quantum physics simulation library for open quantum systems.... |
| `scientific/rdkit`                           | Operations       | 🔴 Review   | Cheminformatics toolkit for fine-grained molecular control. ... |
| `scientific/reactome-database`               | Operations       | 🔴 Review   | Query Reactome REST API for pathway analysis, enrichment, ge... |
| `scientific/research-grants`                 | Engineering      | 🔴 Review   | Write competitive research proposals for NSF, NIH, DOE, DARP... |
| `scientific/research-lookup`                 | Engineering      | 🔴 Review   | Look up current research information using Perplexity Sonar ... |
| `scientific/rowan`                           | Engineering      | 🔴 Review   | Cloud-based quantum chemistry platform with Python API. Pref... |
| `scientific/scanpy`                          | Engineering      | 🔴 Review   | Standard single-cell RNA-seq analysis pipeline. Use for QC, ... |
| `scientific/scholar-evaluation`              | Engineering      | 🔴 Review   | Systematically evaluate scholarly work using the ScholarEval... |
| `scientific/scientific-brainstorming`        | Operations       | 🔴 Review   | Creative research ideation and exploration. Use for open-end... |
| `scientific/scientific-critical-thinking`    | Engineering      | 🔴 Review   | Evaluate scientific claims and evidence quality. Use for ass... |
| `scientific/scientific-schematics`           | Engineering      | 🔴 Review   | Create publication-quality scientific diagrams using Nano Ba... |
| `scientific/scientific-slides`               | Engineering      | 🔴 Review   | Build slide decks and presentations for research talks. Use ... |
| `scientific/scientific-visualization`        | Engineering      | 🔴 Review   | Meta-skill for publication-ready figures. Use when creating ... |
| `scientific/scientific-writing`              | Engineering      | 🔴 Review   | Core skill for the deep research and writing tool. Write sci... |
| `scientific/scikit-bio`                      | Engineering      | 🔴 Review   | Biological data toolkit. Sequence analysis, alignments, phyl... |
| `scientific/scikit-learn`                    | Data             | 🔴 Review   | Machine learning in Python with scikit-learn. Use when worki... |
| `scientific/scikit-survival`                 | Engineering      | 🔴 Review   | Comprehensive toolkit for survival analysis and time-to-even... |
| `scientific/scvi-tools`                      | Engineering      | 🔴 Review   | Deep generative models for single-cell omics. Use when you n... |
| `scientific/seaborn`                         | Engineering      | 🔴 Review   | Statistical visualization with pandas integration. Use for q... |
| `scientific/shap`                            | Engineering      | 🔴 Review   | Model interpretability and explainability using SHAP (SHaple... |
| `scientific/simpy`                           | Data             | 🔴 Review   | Process-based discrete-event simulation framework in Python.... |
| `scientific/stable-baselines3`               | Operations       | 🔴 Review   | Production-ready reinforcement learning algorithms (PPO, SAC... |
| `scientific/statistical-analysis`            | Engineering      | 🔴 Review   | Guided statistical analysis with test selection and reportin... |
| `scientific/statsmodels`                     | Engineering      | 🔴 Review   | Statistical models library for Python. Use when you need spe... |
| `scientific/string-database`                 | Operations       | 🔴 Review   | Query STRING API for protein-protein interactions (59M prote... |
| `scientific/sympy`                           | Engineering      | 🔴 Review   | Use this skill when working with symbolic mathematics in Pyt... |
| `scientific/torch_geometric`                 | Operations       | 🔴 Review   | Graph Neural Networks (PyG). Node/graph classification, link... |
| `scientific/torchdrug`                       | Engineering      | 🔴 Review   | PyTorch-native graph neural networks for molecules and prote... |
| `scientific/transformers`                    | Engineering      | 🔴 Review   | This skill should be used when working with pre-trained tran... |
| `scientific/treatment-plans`                 | Executive        | 🔴 Review   | Generate concise (3-4 page), focused medical treatment plans... |
| `scientific/umap-learn`                      | Engineering      | 🔴 Review   | UMAP dimensionality reduction. Fast nonlinear manifold learn... |
| `scientific/uniprot-database`                | Engineering      | 🔴 Review   | Direct REST API access to UniProt. Protein searches, FASTA r... |
| `scientific/uspto-database`                  | Engineering      | 🔴 Review   | Access USPTO APIs for patent/trademark searches, examination... |
| `scientific/vaex`                            | Engineering      | 🔴 Review   | Use this skill for processing and analyzing large tabular da... |
| `scientific/venue-templates`                 | Engineering      | 🔴 Review   | Access comprehensive LaTeX templates, formatting requirement... |
| `scientific/zarr-python`                     | Engineering      | 🔴 Review   | Chunked N-D arrays for cloud storage. Compressed arrays, par... |
| `scientific/zinc-database`                   | Engineering      | 🔴 Review   | Access ZINC (230M+ purchasable compounds). Search by ZINC ID... |
| `security/ask-questions-if-underspecified`   | Security         | 🔴 Review   | Clarify requirements before implementing. Use when serious d... |
| `security/audit-context-building`            | Security         | 🔴 Review   | Enables ultra-granular, line-by-line code analysis to build ... |
| `security/claude-in-chrome-troubleshooting`  | Security         | 🔵 Standard | Diagnose and fix Claude in Chrome MCP extension connectivity... |
| `security/constant-time-analysis`            | Security         | 🔴 Review   | Detects timing side-channel vulnerabilities in cryptographic... |
| `security/differential-review`               | Security         | 🔴 Review   | Performs security-focused differential review of code change... |
| `security/dwarf-expert`                      | Security         | 🔴 Review   | Provides expertise for analyzing DWARF debug files and under... |
| `security/entry-point-analyzer`              | Security         | 🔴 Review   | Analyzes smart contract codebases to identify state-changing... |
| `security/firebase-apk-scanner`              | Security         | 🔴 Review   | Scans Android APKs for Firebase security misconfigurations i... |
| `security/fix-review`                        | Security         | 🔴 Review   | Verifies that git commits address security audit findings wi... |
| `security/insecure-defaults`                 | Security         | 🔴 Review   | "Detects fail-open insecure defaults (hardcoded secrets, wea... |
| `security/modern-python`                     | Security         | 🔴 Review   | Configures Python projects with modern tooling (uv, ruff, ty... |
| `security/property-based-testing`            | Security         | 🔴 Review   | Provides guidance for property-based testing across multiple... |
| `security/semgrep-rule-creator`              | Security         | 🔴 Review   | Creates custom Semgrep rules for detecting security vulnerab... |
| `security/semgrep-rule-variant-creator`      | Security         | 🔴 Review   | Creates language variants of existing Semgrep rules. Use whe... |
| `security/sharp-edges`                       | Security         | 🔴 Review   | "Identifies error-prone APIs, dangerous configurations, and ... |
| `security/spec-to-code-compliance`           | Security         | 🔴 Review   | Verifies code implements exactly what documentation specifie... |
| `security/variant-analysis`                  | Security         | 🔴 Review   | Find similar vulnerabilities and bugs across codebases using... |
| `superpowers/brainstorming`                  | Design           | 🔴 Review   | "You MUST use this before any creative work - creating featu... |
| `superpowers/dispatching-parallel-agents`    | Engineering      | 🔴 Review   | Use when facing 2+ independent tasks that can be worked on w... |
| `superpowers/executing-plans`                | Engineering      | 🔴 Review   | Use when you have a written implementation plan to execute i... |
| `superpowers/finishing-a-development-branch` | Engineering      | 🔴 Review   | Use when implementation is complete, all tests pass, and you... |
| `superpowers/receiving-code-review`          | Engineering      | 🔴 Review   | Use when receiving code review feedback, before implementing... |
| `superpowers/requesting-code-review`         | Engineering      | 🔵 Standard | Use when completing tasks, implementing major features, or b... |
| `superpowers/subagent-driven-development`    | Operations       | 🔴 Review   | Use when executing implementation plans with independent tas... |
| `superpowers/systematic-debugging`           | Engineering      | 🔴 Review   | Use when encountering any bug, test failure, or unexpected b... |
| `superpowers/test-driven-development`        | Engineering      | 🔴 Review   | Use when implementing any feature or bugfix, before writing ... |
| `superpowers/using-git-worktrees`            | Engineering      | 🔴 Review   | Use when starting feature work that needs isolation from cur... |
| `superpowers/using-superpowers`              | Operations       | 🟡 Elevated | Use when starting any conversation - establishes how to find... |
| `superpowers/verification-before-completion` | Engineering      | 🔴 Review   | Use when about to claim work is complete, fixed, or passing,... |
| `superpowers/writing-plans`                  | Engineering      | 🔴 Review   | Use when you have a spec or requirements for a multi-step ta... |
| `superpowers/writing-skills`                 | Engineering      | 🔴 Review   | Use when creating new skills, editing existing skills, or ve... |
| `support_bug_linker`                         | Engineering      | 🟡 Elevated | Automatically links support tickets to existing bug reports ... |
| `support_csat_analyzer`                      | Data             | 🔵 Standard | Analyzes customer satisfaction survey results to identify tr... |
| `support_escalation_predictor`               | Customer Success | 🔴 Review   | Predicts ticket escalation probability using ML models and h... |
| `support_first_response`                     | Engineering      | 🔴 Review   | Generates personalized, context-aware first responses to sup... |
| `support_kb_gap_finder`                      | Customer Success | 🟡 Elevated | Identifies gaps in knowledge base coverage by analyzing supp... |
| `support_macros_optimizer`                   | Data             | 🔴 Review   | Analyzes macro usage patterns to identify optimization oppor... |
| `support_proactive_outreach`                 | Customer Success | 🔴 Review   | Identifies opportunities for proactive customer outreach bas... |
| `support_queue_balancer`                     | Data             | 🔴 Review   | Optimizes ticket distribution across agents and queues to ba... |
| `support_resolution_suggester`               | Data             | 🔴 Review   | Suggests optimal resolutions for support tickets by analyzin... |
| `support_sentiment_tracker`                  | Data             | 🔴 Review   | Tracks and analyzes sentiment across ticket conversations to... |
| `support_sla_monitor`                        | Data             | 🔴 Review   | Monitors SLA compliance in real-time, predicts breaches, and... |
| `support_ticket_triage`                      | Engineering      | 🔴 Review   | Auto-prioritizes and routes support tickets using AI classif... |
| `vcf_stakeholder_mapping`                    | Engineering      | 🔴 Review   | Maps the buying chain using the Miller Heiman model to ident... |
| `vcf_value_discovery`                        | Executive        | 🔴 Review   | Conducts stakeholder-specific value discovery to understand ... |
| `vcf_value_metrics`                          | Customer Success | 🟡 Elevated | Builds quantifiable Value Creation Metrics by comparing cust... |

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