thedixitjain

@thedixitjain source repo

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2 weeks ago last updated

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Ton Vulnerability Scanner · thedixitjain bundle
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks. Use when auditing FunC contracts.

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Usenix Security Symposium · thedixitjain
Use when targeting USENIX Security Symposium (USENIX Security) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for security flagship.

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Usenixsec Author Response · thedixitjain
Use when reviews arrive from a USENIX Security Symposium cycle and the authors must respond — writing the rebuttal that survives online PC discussion, handling required ethics-content revisions flagged mid-review, and working with a shepherd after an "Accepted on Shepherd Approval" decision.

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Usenixsec Topic Selection · thedixitjain
Use when deciding whether a project belongs at the USENIX Security Symposium or a sibling venue — routing among USENIX Security, IEEE S&P, ACM CCS, NDSS, and specialty venues (PETS, SOUPS, RAID, WOOT), and confirming the work has the artifact/measurement/systems evidence USENIX Security rewards.

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Playwright Automation Fill In Form · thedixitjain
Automate filling in a form using Playwright MCP

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Testing For Email Header Injection · thedixitjain bundle
Test web application email functionality for SMTP header injection vulnerabilities that allow attackers to inject additional email headers, modify recipients, and abuse contact forms for spam relay.

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Artbull Revision And Response · thedixitjain
Use when revising an Art Bulletin manuscript after a decision and writing the response to referees — converting double-blind reviewers without diluting the art-historical contribution, while keeping anonymity and the image/permissions plan on track. Structures the response; it does not fabricate new evidence.

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Ectheory Contribution Framing · thedixitjain
Use to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs Miscellanea framing, and matching the new editorial program's themed directions.

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Mermaid Gantt Chart Generator · thedixitjain
'Generate mermaid gantt chart generator operations. Auto-activating skill for Visual Content. Triggers on: mermaid gantt chart generator, mermaid gantt chart generator Part of the Visual Content skill category. Use when working with mermaid gantt chart generator functionality. Trigger with phrases like "mermaid gantt chart generator", "mermaid generator", "mermaid". '

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Mermaid State Diagram Creator · thedixitjain
'Create mermaid state diagram creator operations. Auto-activating skill for Visual Content. Triggers on: mermaid state diagram creator, mermaid state diagram creator Part of the Visual Content skill category. Use when working with mermaid state diagram creator functionality. Trigger with phrases like "mermaid state diagram creator", "mermaid creator", "mermaid". '

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Mind Structure And Exposition · thedixitjain
Use when organizing a Mind article so the argument unfolds in the clearest possible order within the ~8,000-word limit. The job is architecture, not prose polish — a roadmap, the right order of premises, signposting, and a conclusion that claims exactly what was earned. Structures the paper; it does not write the sentences (see mind-writing-style).

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Pmla Structure And Exposition · thedixitjain
Use when organizing a PMLA (Publications of the Modern Language Association) essay so the argument unfolds clearly within the 6,000–9,000-word range. PMLA prizes a concise, readable presentation that draws out implications; the structure must carry a generalist reader through close reading and argument. Shapes the architecture; it does not write the prose.

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Socs Mechanism Social Process · thedixitjain
Use to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural conditions, forms what social outcome or structure. Use when results stop at significance or at a vivid story without an explicit mechanism.

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Soctheory Conceptual Exhibits · thedixitjain
Use when building the figures and typologies of a Sociological Theory (ST) manuscript — mechanism diagrams, process models, 2x2 typologies, and concept maps that carry theoretical work (never regression tables or data plots). Designs conceptual exhibits; it does NOT build the underlying theory (soctheory-theory-construction) or write the prose (soctheory-writing-style).

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Windsurf Reliability Patterns · thedixitjain
'Implement reliable Cascade workflows with checkpoints, rollback, and incremental editing. Use when building fault-tolerant AI coding workflows, preventing Cascade from breaking builds, or establishing safe practices for multi-file AI edits. Trigger with phrases like "windsurf reliability", "cascade safety", "windsurf rollback", "cascade checkpoint", "safe cascade workflow". '

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Agent Platform Eval Flywheel · thedixitjain bundle
>- Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when evaluating an agent or model, building an eval dataset, picking or writing evaluation metrics, analyzing failures, comparing results before and after a fix, or when guidance is needed on Agent Platform eval methodology — including dataset schema, LLM-as-judge scoring, and common failure causes. For fine-tuning, use agent-platform-tuning. For general production deployment, use agent-platform-deploy.

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Founder Mode · thedixitjain
Founder Mode

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Google Agents CLI Onboarding · thedixitjain
>- Onboarding entrypoint for agents-cli in Agent Platform. It should be used when the user wants to "create a new agent", "develop an agent", "build an agent using ADK", "run the agent locally", "debug agent code", "test an agent", "evaluate an agent", "deploy an agent", "publish an agent", "monitor an agent", or needs the ADK (Agent Development Kit) development lifecycle.

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Hugging Face Community Evals · thedixitjain bundle
Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware. Use for backend selection, local GPU evals, and choosing between vLLM / Transformers / accelerate. Not for HF Jobs orchestration, model-card PRs, .eval_results publication, or community-evals...

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Parallel Execution Optimizer · thedixitjain
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without losing correctness.

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Ajps Replication And Verification · thedixitjain
Use when building the replication package for an American Journal of Political Science (AJPS) manuscript. AJPS is famous for MANDATORY third-party PRE-publication verification — an independent verifier re-runs your deposited code and confirms it reproduces the numerical results in the main text before the article is published, with materials deposited to the AJPS Dataverse on Harvard Dataverse. Prepares the package; it does not waive requirements.

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Analyzing API Gateway Access Logs · thedixitjain bundle
'Parses API Gateway access logs (AWS API Gateway, Kong, Nginx) to detect BOLA/IDOR attacks, rate limit bypass, credential scanning, and injection attempts. Uses pandas for statistical analysis of request patterns and anomaly detection. Use when investigating API abuse or building API-specific threat detection rules. '

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Azure Resource Manager SQL Dotnet · thedixitjain bundle
| Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rules, and failover groups via Azure Resource Manager. NOT for data plane operations (executing queries) - use Microsoft.Data.SqlClient for that. Triggers: "SQL server", "create SQL database", "manage SQL resources", "ARM SQL", "SqlServerResource", "provision Azure SQL", "elastic pool", "firewall rule".

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Detecting API Enumeration Attacks · thedixitjain bundle
Detect and prevent API enumeration attacks including BOLA and IDOR exploitation by monitoring sequential identifier access patterns and authorization failures.

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Google Analytics Admin API Basics · thedixitjain bundle
>- Manages Google Analytics account and property settings, enables the Analytics Admin API via the Cloud CLI, lists accounts and properties, and manages data streams, custom dimensions, conversion events, and integrations. Use when you need to programmatically configure Google Analytics accounts, provision properties, manage data retention, configure Measurement Protocol secrets, or manage Firebase and Google Ads links.

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Jpube Replication And Data Policy · thedixitjain
Use when assembling data and code for a Journal of Public Economics (JPubE) manuscript under Elsevier's Option C research-data framework — data-availability statements, repository deposit/citation/linking, restricted administrative data, and a reproducible package. It does not run the analysis.

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Securing API Gateway With AWS Waf · thedixitjain bundle
'Securing API Gateway endpoints with AWS WAF by configuring managed rule groups for OWASP Top 10 protection, creating custom rate limiting rules, implementing bot control, setting up IP reputation filtering, and monitoring WAF metrics for security effectiveness. '

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Agsy Data And Model Evaluation · thedixitjain
Use when evaluating the model and analyzing results for an Agricultural Systems (AgSy) manuscript so it survives expert systems review — independent model evaluation (observed vs. simulated, fit statistics), sensitivity and uncertainty analysis, and trade-off / scenario analysis across the system. Guides evaluation norms; it does not fabricate results or run the model.

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Building Classification Models · thedixitjain bundle
'Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification model", or "train classifier". Trigger with relevant phrases based on skill purpose. '

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Huggingface Lora Space Builder · thedixitjain bundle
Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA. Use when someone asks to create, generate, ship, or publish a Space, demo, Gradio app, or playground for a LoRA — including LoRAs for Qwen-Image, Qwen-Image-Edit, LTX-Video, Wan, FLUX, SDXL, or other...

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Setting Up Experiment Tracking · thedixitjain bundle
'Implement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts. Use when asked to "setup experiment tracking" or "initialize MLflow". Trigger with relevant phrases based on skill purpose. '

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Sigmetrics Artifact Evaluation · thedixitjain
Use when packaging an ACM SIGMETRICS artifact for the ACM Artifact Review and Badging scheme (Artifacts Available, Evaluated Functional and Reusable, Results Reproduced), covering what performance-evaluation evaluators check first (does the simulation regenerate the figures and match the analysis?), DOI-issuing archives, evaluator-proof documentation, and confirming whether an artifact track runs this cycle.

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Azure AI Document Intelligence TS · thedixitjain
Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models.

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Building Cloud Siem With Sentinel · thedixitjain bundle
'This skill covers deploying Microsoft Sentinel as a cloud-native SIEM and SOAR platform for centralized security operations. It details configuring data connectors for multi-cloud log ingestion, writing KQL detection queries, building automated response playbooks with Logic Apps, and leveraging the Sentinel data lake for petabyte-scale threat hunting across AWS, Azure, and GCP security telemetry. '

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Cicd Automation Workflow Automate · thedixitjain bundle
You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quality and security.

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Collecting Infrastructure Metrics · thedixitjain bundle
Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitoring system performance or troubleshooting infrastructure issues. Trigger with phrases like "collect infrastructure metrics", "monitor server performance", or "track system resources".

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Deploying Machine Learning Models · thedixitjain bundle
'Deploy this skill enables AI assistant to deploy machine learning models to production environments. it automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. use this skill when th... Use when deploying or managing infrastructure. Trigger with phrases like ''deploy'', ''infrastructure'', or ''CI/CD''. '

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Generating Infrastructure As Code · thedixitjain bundle
'Execute use when generating infrastructure as code configurations. Trigger with phrases like "create Terraform config", "generate CloudFormation template", "write Pulumi code", or "IaC for AWS/GCP/Azure". Produces production-ready code for Terraform, CloudFormation, Pulumi, ARM templates, and CDK across multiple cloud providers. '

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Implementing Real User Monitoring · thedixitjain bundle
Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user experience monitoring or tracking custom performance events. Trigger with phrases like "setup RUM", "track Core Web Vitals", or "monitor real user performance".

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Managing Cloud Identity With Okta · thedixitjain bundle
'This skill covers implementing Okta as a centralized identity provider for cloud environments, configuring SSO integration with AWS, Azure, and GCP, deploying phishing- resistant MFA with Okta FastPass, managing lifecycle automation for user provisioning and deprovisioning, and enforcing adaptive access policies based on device posture and risk signals. '

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Observability And Instrumentation · thedixitjain
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.

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Scanning Docker Images With Trivy · thedixitjain bundle
Trivy is a comprehensive open-source vulnerability scanner by Aqua Security that detects vulnerabilities in OS packages, language-specific dependencies, misconfigurations, secrets, and license violati

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Contributing Guide Creator · thedixitjain
'Create contributing guide creator operations. Auto-activating skill for Technical Documentation. Triggers on: contributing guide creator, contributing guide creator Part of the Technical Documentation skill category. Use when working with contributing guide creator functionality. Trigger with phrases like "contributing guide creator", "contributing creator", "contributing". '

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Installation Guide Creator · thedixitjain
'Create installation guide creator operations. Auto-activating skill for Technical Documentation. Triggers on: installation guide creator, installation guide creator Part of the Technical Documentation skill category. Use when working with installation guide creator functionality. Trigger with phrases like "installation guide creator", "installation creator", "installation". '

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Oo Component Documentation · thedixitjain bundle
Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.

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Quickstart Guide Generator · thedixitjain
'Generate quickstart guide generator operations. Auto-activating skill for Technical Documentation. Triggers on: quickstart guide generator, quickstart guide generator Part of the Technical Documentation skill category. Use when working with quickstart guide generator functionality. Trigger with phrases like "quickstart guide generator", "quickstart generator", "quickstart". '

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Readme Blueprint Generator · thedixitjain
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack, architecture, development workflow, coding standards, and testing approaches while generating well-structured markdown documentation with proper formatting, cross-references, and developer-focused content.

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Assemblyai Reference Architecture · thedixitjain
'Implement AssemblyAI reference architecture with best-practice project layout. Use when designing new AssemblyAI transcription services, reviewing project structure, or building production-grade speech-to-text applications. Trigger with phrases like "assemblyai architecture", "assemblyai best practices", "assemblyai project structure", "how to organize assemblyai", "assemblyai design". '

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Brightdata Reference Architecture · thedixitjain
'Implement Bright Data reference architecture with best-practice project layout. Use when designing new Bright Data integrations, reviewing project structure, or establishing architecture standards for Bright Data applications. Trigger with phrases like "brightdata architecture", "brightdata best practices", "brightdata project structure", "how to organize brightdata", "brightdata layout". '

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Clickhouse Reference Architecture · thedixitjain bundle
| Production reference architecture for ClickHouse-backed applications — project layout, data flow, multi-tenant patterns, and operational topology. Use when designing a new ClickHouse system, reviewing an existing analytics architecture, or establishing standards for ClickHouse integrations. Trigger with "clickhouse architecture", "clickhouse project structure", "clickhouse design", "clickhouse multi-tenant", "clickhouse reference".

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Coderabbit Reference Architecture · thedixitjain
'Implement CodeRabbit reference architecture with production-grade .coderabbit.yaml configuration. Use when designing review configuration for a new project, establishing team standards, or building a comprehensive review setup from scratch. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "coderabbit reference config", "coderabbit full setup". '

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Customerio Reference Architecture · thedixitjain bundle
'Implement Customer.io enterprise reference architecture. Use when designing integration layers, event-driven architectures, or enterprise-grade Customer.io setups. Trigger: "customer.io architecture", "customer.io design", "customer.io enterprise", "customer.io integration pattern". '

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Detecting Performance Bottlenecks · thedixitjain bundle
'Execute this skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performance to identify areas of concern. use this skill when you need to diagnose slow application performance, op... Use when optimizing performance. Trigger with phrases like ''optimize'', ''performance'', or ''speed up''. '

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Detecting Performance Regressions · thedixitjain bundle
Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing performance trends. Trigger with phrases like "detect performance regression", "compare performance metrics", or "analyze performance degradation".

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Distributed Debugging Debug Trace · thedixitjain bundle
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting practices for development and production environments.

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Elevenlabs Reference Architecture · thedixitjain bundle
| Implement an ElevenLabs reference architecture for production TTS/voice applications. Use when designing new ElevenLabs integrations, reviewing project structure, or building a scalable audio generation service. Trigger with "elevenlabs architecture", "elevenlabs project structure", "how to organize elevenlabs", "TTS service architecture", "elevenlabs design patterns", "voice API architecture".

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Java Refactoring Remove Parameter · thedixitjain
Refactoring using Remove Parameter in Java Language

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Profiling Application Performance · thedixitjain bundle
'Execute this skill enables AI assistant to profile application performance, analyzing cpu usage, memory consumption, and execution time. it is triggered when the user requests performance analysis, bottleneck identification, or optimization recommendations. the... Use when optimizing performance. Trigger with phrases like ''optimize'', ''performance'', or ''speed up''. '

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Refactor Method Complexity Reduce · thedixitjain
Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.

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Windsurf Advanced Troubleshooting · thedixitjain
'Advanced Windsurf debugging for hard-to-diagnose IDE, Cascade, and indexing issues. Use when standard troubleshooting fails, Cascade produces consistently wrong output, or investigating deep configuration problems. Trigger with phrases like "windsurf deep debug", "windsurf mystery error", "windsurf impossible to fix", "cascade keeps failing", "windsurf advanced debug". '

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Compose Multiplatform Patterns · thedixitjain
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.

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Forensics Data Collector · thedixitjain
'Process forensics data collector operations. Auto-activating skill for Security Advanced. Triggers on: forensics data collector, forensics data collector Part of the Security Advanced skill category. Use when working with forensics data collector functionality. Trigger with phrases like "forensics data collector", "forensics collector", "forensics". '

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Gec Conceptual Framework · thedixitjain
Use when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript. GEC values theoretically rigorous, interdisciplinary work, so the framework must connect concepts (vulnerability, governance, transitions, socio-ecological systems) to the empirical analysis. Builds the framework; it does not run the analysis.

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Github Actions Hardening · thedixitjain bundle
Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss — untrusted-input script injection, privileged triggers running fork code, mutable action references, and over-scoped tokens. Use this skill when asked to review, audit, harden, or secure a GitHub Actions workflow, when writing a new workflow, or for any request like "is this workflow safe?", "review my CI for security issues", "why is pull_request_target dangerous here?", "pin my actions", or "lock down GITHUB_TOKEN permissions". Covers script injection via ${{ }} interpolation, pull_request_target / workflow_run privilege escalation, SHA-pinning of third-party actions, least-privilege permissions, GITHUB_ENV/GITHUB_OUTPUT injection, secret exposure, OIDC over long-lived credentials, and self-hosted runner...

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Input Validation Checker · thedixitjain
'Validate input validation checker operations. Auto-activating skill for Security Fundamentals. Triggers on: input validation checker, input validation checker Part of the Security Fundamentals skill category. Use when working with input validation checker functionality. Trigger with phrases like "input validation checker", "input checker", "input". '

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Jama Ethics Registration · thedixitjain
Use when verifying trial registration, IRB/ethics approval, informed consent, ICMJE authorship and conflict-of-interest disclosures, and the data-sharing statement for a JAMA manuscript. Confirms compliance; it does NOT design the study or write the abstract.

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Network Security Scanner · thedixitjain
'Scan network security scanner operations. Auto-activating skill for Security Advanced. Triggers on: network security scanner, network security scanner Part of the Security Advanced skill category. Use when working with network security scanner functionality. Trigger with phrases like "network security scanner", "network scanner", "network". '

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Security Group Generator · thedixitjain
'Generate security group generator operations. Auto-activating skill for AWS Skills. Triggers on: security group generator, security group generator Part of the AWS Skills skill category. Use when working with security group generator functionality. Trigger with phrases like "security group generator", "security generator", "security". '

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Usenixsec Review Process · thedixitjain
Use when reasoning about how a USENIX Security Symposium cycle actually decides — early-reject notifications, multi-round reviewing, the retirement of Major Revision in favor of shepherd-approval acceptances, resubmission restrictions between cycles, and what each notification email means for planning.

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Validating Cors Policies · thedixitjain bundle
Validate CORS policies for security issues and misconfigurations. Use when reviewing cross-origin resource sharing. Trigger with 'validate CORS', 'check CORS policy', or 'review cross-origin'.

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Vault Secrets Integrator · thedixitjain
'Configure vault secrets integrator operations. Auto-activating skill for DevOps Advanced. Triggers on: vault secrets integrator, vault secrets integrator Part of the DevOps Advanced skill category. Use when working with vault secrets integrator functionality. Trigger with phrases like "vault secrets integrator", "vault integrator", "vault". '

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Windsurf Security Basics · thedixitjain
'Apply Windsurf security best practices for workspace isolation, data privacy, and secret protection. Use when securing sensitive code from AI indexing, configuring telemetry, or auditing Windsurf security posture. Trigger with phrases like "windsurf security", "windsurf secrets", "windsurf privacy", "windsurf data protection", "codeiumignore". '

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Zero Trust Config Helper · thedixitjain
'Configure with zero trust config helper operations. Auto-activating skill for Security Advanced. Triggers on: zero trust config helper, zero trust config helper Part of the Security Advanced skill category. Use when configuring systems or services. Trigger with phrases like "zero trust config helper", "zero helper", "zero". '

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Testing For Broken Access Control · thedixitjain bundle
Systematically testing web applications for broken access control vulnerabilities including privilege escalation, missing function-level checks, and insecure direct object references.

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Testing For Host Header Injection · thedixitjain bundle
Test web applications for HTTP Host header injection vulnerabilities to identify password reset poisoning, web cache poisoning, SSRF, and virtual host routing manipulation risks.

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Testing Mobile API Authentication · thedixitjain bundle
'Tests authentication and authorization mechanisms in mobile application APIs to identify broken authentication, insecure token management, session fixation, privilege escalation, and IDOR vulnerabilities. Use when performing API security assessments against mobile app backends, testing JWT implementations, evaluating OAuth flows, or assessing session management. Activates for requests involving mobile API auth testing, token security assessment, OAuth mobile flow testing, or API authorization bypass. '

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Ahr Structure And Exposition · thedixitjain
Use when organizing an American Historical Review (AHR) article so narrative and analysis work together within the roughly 8,000-word target (notes excluded). The AHR prizes articles that tell a story and argue a point at once. Shapes structure and flow; it does not generate the underlying argument or evidence.

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Artbull Argument Development · thedixitjain
Use when building the central art-historical argument of an Art Bulletin article — the thesis, its stakes, and the chain from visual and documentary evidence to interpretation. The Art Bulletin rewards a fresh, well-warranted claim, not description. Shapes the argument; it does not generate evidence or do the looking.

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CI Argument And Intervention · thedixitjain
Use to forge the central argument of a Critical Inquiry (CI) essay into a genuine intervention. CI rewards a bold claim that reorients a conversation in criticism and theory, with stakes that cross disciplines — not a competent reading, a survey, or a method demonstration. Sharpens the thesis and its stakes; it does not fabricate evidence or theory.

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Conbio Revision And Rebuttal · thedixitjain
Use when writing the response to a Conservation Biology revise-and-resubmit. Decisions weigh novelty, transferability, methodological soundness, and direct conservation relevance, so the response must convert each reviewer while keeping the handling editor confident. Structures the response letter; it does not fabricate new results.

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Advisor Orchestrator Worker · thedixitjain bundle
>- Use when a task is too large for one model pass, needs parallel research or generation across many subtasks (like researching a dozen competitors at once), or the user asks to orchestrate multiple models, split work across a model team, run an advisor-worker loop, have a stronger model review the plan while cheap workers execute, or says "too big for one model" or "fan this out". Not for single-file edits or tasks one model handles in one pass.

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Agent Framework Azure AI Py · thedixitjain bundle
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

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Caio Review · thedixitjain
Caio Review

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Declarative Agent Developer · thedixitjain bundle
> Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. USE THIS SKILL for ANY task involving a declarative agent — including localization, scaffolding, editing manifests, adding capabilities, and deploying. Localization requires tokenized manifests and language files that only this skill knows how to produce. Triggers: "create agent", "create a declarative agent", "new declarative agent", "scaffold an agent", "new agent project", "add a capability", "add a plugin", "configure my agent", "deploy my agent", "fix my agent manifest", "edit my agent", "localize my agent", "add localization", "translate my agent", "multi-language agent", "add an API plugin", "add an MCP plugin", "add OAuth to my plugin", "review instructions", "improve instructions", "fix my instructions"

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Dispatching Parallel Agents · thedixitjain
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

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Engineering Advanced Skills · thedixitjain
Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, changelog/release automation, reliability (SLO/chaos/flags/operators), platform ops.

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Find Complementary Founders · thedixitjain bundle
Use when an owner asks to find a cofounder or project partner. Assess only that agent's own owner and rank only approved profiles other agents posted for their own owners.

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Global Chat Agent Discovery · thedixitjain
Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.

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Subagent Driven Development · thedixitjain bundle
Use when executing implementation plans with independent tasks in the current session

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Voice AI Engine Development · thedixitjain bundle
Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support

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Conbio Reporting And Data Policy · thedixitjain
Use when preparing the data-availability statement and the data/code archive for a Conservation Biology manuscript. The journal (Wiley/SCB) requires a data-availability statement for research/synthesis articles, encourages data sharing, and requires sensitive species data to be protected. Prepares the package; it does not waive requirements.

2 repo stars
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Curranthro Transparency And Data · thedixitjain
Use when handling research ethics, consent, community accountability, and data/transparency for a Current Anthropology (CA) manuscript — informed consent, anonymization, protection of vulnerable interlocutors, heritage and repatriation obligations, and what (and what NOT) to share, plus the Wenner-Gren copyright assignment. At CA this is an ethics-and-accountability skill; protecting people can override sharing data. Plans the ethics and transparency; it does not grant waivers.

2 repo stars
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Data Manager API Event Ingestion · thedixitjain
>- Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its associated client libraries. Use this skill when the user wants to upload offline conversions, enhanced conversions for leads, click conversions, Google Analytics web or app events, or any other event ingestion use case supported by the Data Manager API. Don't use for uploading audience members (use the data-manager-api-audience-ingestion skill).

2 repo stars
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Ectj Replication And Data Policy · thedixitjain
Use when preparing The Econometrics Journal replication files, README, software versions, data documentation, seeds, proprietary-data exemptions, and OUP Supporting Information package after conditional acceptance or before submission risk review.

2 repo stars
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Google Analytics Data API Basics · thedixitjain bundle
>- Manages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta). Use when you need to interact with Google Analytics properties, run customized analytics reports, query metrics (like activeUsers, screenPageViews) and dimensions (like city, date), check metrics and dimensions compatibility, or verify API enablement. Don't use for Google Analytics Admin API operations (e.g., creating properties, managing users) or for front-end tracking installation.

2 repo stars
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Jape Replication And Data Policy · thedixitjain
Use when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate every result, and the confidential-data exception. Encodes the archive's actual format rules (no bare .dta/SAS) and its history (Queen's 1994–2022, now ZBW).

2 repo stars
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Jbes Replication And Data Policy · thedixitjain
Use when assembling the reproducible data-and-code supplement for a Journal of Business & Economic Statistics (JBES) paper under the American Statistical Association (ASA) data-sharing and reproducibility policy. Builds the supplement; it does not run the analysis itself.

2 repo stars
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Jfqa Replication And Data Policy · thedixitjain
Use when building the code and data archive required by the Journal of Financial and Quantitative Analysis (JFQA) Code Sharing Policy — source code reproducing all findings, raw or pseudo datasets, and a read-me with an execution roadmap, deposited in the JFQA Dataverse at the Harvard University Dataverse. Use to prepare the mandatory archive for accepted post-2024 submissions and to request any exception at initial submission.

2 repo stars
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Jmf Transparency And Data Policy · thedixitjain
Use when preparing the reproducibility / replication and data-sharing materials for a Journal of Marriage and Family (JMF) manuscript. JMF asks for replication-level detail and Wiley applies a data-sharing policy with a data availability statement; many family datasets are restricted-use. Covers quantitative and qualitative transparency and the restricted-data path. Prepares the package; it does not waive requirements.

2 repo stars
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Jole Replication And Data Policy · thedixitjain
Use when assembling the data and code deposit for an accepted Journal of Labor Economics (JOLE) paper — the JOLE Dataverse Repository, the AER data-availability policy (adopted Feb 2009), and proprietary-data handling. Builds the replication package; it does not run analysis.

2 repo stars

10,417 published skills · page 26 of 105