Claude Skills by thedixitjain

Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.

| Universal document consistency auditor. Runs deterministic drift checks across docs, code, tests, and CI, resolves conflicts through a per-fact-class authority registry (sot-map.yaml), and produces reports that structurally separate deterministic findings from advisory LLM-judged findings. Use when checking documentation accuracy before a release, after major refactors, or when onboarding to a new codebase. Also invoked automatically by /release Phase 1.6. Trigger with \"/validate-consisten...

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API response times against thresholds. Trigger with phrases like \"validate performance budget\", \"check performance metrics\", or \"detect performance regression\".

'Diagnose and fix Vast.ai common errors and exceptions. Use when encountering Vast.ai errors, debugging failed instances, or troubleshooting GPU rental issues. Trigger with phrases like \"vastai error\", \"fix vastai\", \"vastai not working\", \"debug vastai\", \"vastai instance failed\". '

'Collect Vast.ai debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Vast.ai problems. Trigger with phrases like \"vastai debug\", \"vastai support bundle\", \"collect vastai logs\", \"vastai diagnostic\". '

'Execute Vast.ai incident response for GPU instance failures and outages. Use when responding to instance failures, investigating training crashes, or handling spot preemption emergencies. Trigger with phrases like \"vastai incident\", \"vastai outage\", \"vastai down\", \"vastai emergency\", \"vastai instance failed\". '

'Migrate GPU workloads to or from Vast.ai, or between GPU providers. Use when switching from AWS/GCP/Azure GPU instances to Vast.ai, migrating between GPU types, or re-platforming ML infrastructure. Trigger with phrases like \"migrate to vastai\", \"vastai migration\", \"switch to vastai\", \"vastai from aws\", \"vastai from lambda\". '

'Optimize Vast.ai GPU instance selection, startup time, and training throughput. Use when optimizing instance selection, reducing startup latency, or maximizing GPU utilization on rented hardware. Trigger with phrases like \"vastai performance\", \"optimize vastai\", \"vastai slow\", \"vastai gpu utilization\", \"vastai throughput\". '

'Handle Vast.ai API rate limits with backoff and request optimization. Use when encountering 429 errors, implementing retry logic, or optimizing API request throughput. Trigger with phrases like \"vastai rate limit\", \"vastai throttling\", \"vastai 429\", \"vastai retry\", \"vastai backoff\". '

'Implement Vast.ai reference architecture for GPU compute workflows. Use when designing ML training pipelines, structuring GPU orchestration, or establishing architecture patterns for Vast.ai applications. Trigger with phrases like \"vastai architecture\", \"vastai design pattern\", \"vastai project structure\", \"vastai ml pipeline\". '

'Upgrade Vast.ai CLI, migrate API versions, and handle breaking changes. Use when upgrading vastai CLI, detecting deprecations, or migrating between API versions. Trigger with phrases like \"upgrade vastai\", \"vastai migration\", \"vastai breaking changes\", \"update vastai CLI\". '

Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual Studio integration, classic-to-manifest migration, version pinning, baselines, overrides, triplets, and cross-compilation. Use when a user is working with vcpkg project setup, installation, version management, or cross-platform builds. For specialized tasks, additional references cover custom registries and overlay ports (references/registries.md), CI...

'Veeva Vault debug bundle for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: \"veeva debug bundle\". '

'Veeva Vault incident runbook for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: \"veeva incident runbook\". '

'Veeva Vault migration deep dive for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: \"veeva migration deep dive\". '

'Veeva Vault performance tuning for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: \"veeva performance tuning\". '

'Veeva Vault reference architecture for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: \"veeva reference architecture\". '

'Veeva Vault upgrade migration for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: \"veeva upgrade migration\". '

'Collect Vercel debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Vercel problems. Trigger with phrases like \"vercel debug\", \"vercel support bundle\", \"collect vercel logs\", \"vercel diagnostic\". '

'Vercel incident response procedures with triage, instant rollback, and postmortem. Use when responding to Vercel-related outages, investigating production errors, or running post-incident reviews for deployment failures. Trigger with phrases like \"vercel incident\", \"vercel outage\", \"vercel down\", \"vercel on-call\", \"vercel emergency\", \"vercel broken\". '

'Implement a Vercel reference architecture with layered project structure and best practices. Use when designing new Vercel projects, reviewing project structure, or establishing architecture standards for Vercel applications. Trigger with phrases like \"vercel architecture\", \"vercel project structure\", \"vercel best practices layout\", \"how to organize vercel project\". '

'Upgrade Vercel CLI, Node.js runtime, and Next.js framework versions with breaking change detection. Use when upgrading Vercel CLI versions, migrating Node.js runtimes, or updating Next.js between major versions on Vercel. Trigger with phrases like \"upgrade vercel\", \"vercel migration\", \"vercel breaking changes\", \"update vercel CLI\", \"next.js upgrade on vercel\". '

Use when about to claim work is complete, fixed, passing, verified, release-ready, or ready to commit, merge, publish, or hand off.

| Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verification, git tagging, GitHub releases, and changelog generation. NPM publishing (so `npx claude-mem@X.Y.Z` resolves) is handed off to the human maintainer, who raised npm security.

'Implement API versioning with backward compatibility, deprecation notices, and migration paths. Use when managing API versions and backward compatibility. Trigger with phrases like \"version the API\", \"manage API versions\", or \"handle API versioning\". '

Pre-Production validation — build a production-quality end-to-end build to confirm the full game loop is achievable before committing to Production. Run after GDDs, architecture, and UX specs are complete. Produces a PROCEED/PIVOT/KILL verdict that gates the Pre-Production → Production transition.

Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.

Safe production cleanup and hardening for vibe-coded fullstack apps (Next.js, React, Node.js, etc.). Removes dead imports, unused files, and broken references without breaking routes or APIs.

Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service.

Incident response — diagnose production issues, find root cause, propose fix with rollback. Use when asked about \"something is broken\", \"production issue\", \"why is this down\", \"incident\", or \"debug production\".

Observability and reliability engineer — SLOs, alerting, instrumentation, and incident response.

Vite build tool patterns including config, plugins, HMR, env variables, proxy setup, SSR, library mode, dependency pre-bundling, and build optimization. Activate when working with vite.config.ts, Vite plugins, or Vite-based projects.

write the voice-over, demo script first, voiceover instead of PRD, voiceover-first development, align on the demo, script the demo, ship a feature demo-first. The whole demo-driven journey — approve the narration BEFORE any code, then build on a fresh worktree until the demo holds and open the PR with the proof on it. Use when a feature request arrives, or when the user runs /voiceover.

Firmware reconnaissance for takeover — inventory the MCU, peripherals, RTOS, protocols, OTA, power management, and assess code quality with risk flags. Use when asked to \"understand this firmware\", \"device inventory\", or \"embedded assessment\".

Plan a huge chunk of work — more than one agent session can hold — as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

Expert guidance for working with Wear OS Compose Material3. Use this skill when creating, updating, or migrating Wear OS projects. This includes the androidx.wear.compose.material3, androidx.wear.compose.foundation, and androidx.wear.compose.navigation3 libraries. Also working with core components such as AppScaffold, ScreenScaffold, and TransformingLazyColumn, and core Wear OS concepts such as ambient mode. Migration from lower versions such as Material 2.5 and Horologist.

Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance

\"Diagnose and fix Webflow Data API v2 errors \\u2014 400, 401, 403, 404,\\ \\ 409, 429, 500.\\nUse when encountering Webflow API errors, debugging failed requests,\\n\\ or troubleshooting integration issues.\\nTrigger with phrases like \\\"webflow error\\\"\\ , \\\"fix webflow\\\",\\n\\\"webflow not working\\\", \\\"debug webflow\\\", \\\"webflow 429\\\"\\ , \\\"webflow 401\\\".\\n\"

'Collect Webflow debug evidence for support tickets and troubleshooting. Gathers SDK version, token validation, rate limit status, site connectivity, CMS health, and error logs into a single diagnostic bundle. Trigger with phrases like \"webflow debug\", \"webflow support bundle\", \"collect webflow logs\", \"webflow diagnostic\", \"webflow troubleshoot\". '

\"Execute Webflow incident response \\u2014 triage by HTTP status (401/403/429/500),\\n\\ circuit breaker activation, cached fallback, Webflow status page checks,\\ncommunication\\ \\ templates, and postmortem process.\\nTrigger with phrases like \\\"webflow incident\\\"\\ , \\\"webflow outage\\\",\\n\\\"webflow down\\\", \\\"webflow on-call\\\", \\\"webflow emergency\\\"\\ , \\\"webflow broken\\\".\\n\"

\"Execute major Webflow migrations \\u2014 from other CMS platforms to\\ \\ Webflow CMS,\\nbetween Webflow sites, or large-scale content re-architecture using\\ \\ the Data API v2\\nbulk endpoints, strangler fig pattern, and data validation.\\n\\ Trigger with phrases like \\\"migrate to webflow\\\", \\\"webflow migration\\\",\\n\\\"import\\ \\ into webflow\\\", \\\"webflow replatform\\\", \\\"move content to webflow\\\",\\n\\\"webflow\\ \\ bulk import\\\", \\\"wordpress to webflow\\\".\\n\"

'Optimize Webflow API performance with response caching, bulk endpoint batching, CDN-cached live item reads, pagination optimization, and connection pooling. Use when experiencing slow API responses or optimizing request throughput. Trigger with phrases like \"webflow performance\", \"optimize webflow\", \"webflow latency\", \"webflow caching\", \"webflow slow\", \"webflow batch\". '

\"Handle Webflow Data API v2 rate limits \\u2014 per-key limits, Retry-After\\ \\ headers,\\nexponential backoff, request queuing, and bulk endpoint optimization.\\n\\ Use when hitting 429 errors, implementing retry logic,\\nor optimizing API request\\ \\ throughput.\\nTrigger with phrases like \\\"webflow rate limit\\\", \\\"webflow throttling\\\"\\ ,\\n\\\"webflow 429\\\", \\\"webflow retry\\\", \\\"webflow backoff\\\", \\\"webflow too many requests\\\"\\ .\\n\"

\"Implement Webflow reference architecture \\u2014 layered project structure,\\ \\ client wrapper,\\nCMS sync service, webhook handlers, and caching layer for production\\ \\ integrations.\\nTrigger with phrases like \\\"webflow architecture\\\", \\\"webflow project\\ \\ structure\\\",\\n\\\"how to organize webflow\\\", \\\"webflow integration design\\\", \\\"\\ webflow best practices\\\".\\n\"

\"Apply production-ready Webflow SDK patterns \\u2014 singleton client,\\ \\ typed error handling,\\npagination helpers, and raw response access for the webflow-api\\ \\ package.\\nUse when implementing Webflow integrations, refactoring SDK usage,\\n\\ or establishing team coding standards.\\nTrigger with phrases like \\\"webflow SDK\\ \\ patterns\\\", \\\"webflow best practices\\\",\\n\\\"webflow code patterns\\\", \\\"idiomatic\\ \\ webflow\\\", \\\"webflow typescript\\\".\\n\"

'Analyze, plan, and execute Webflow SDK upgrades (webflow-api v1 to v3) with breaking change detection, API v1-to-v2 migration, and deprecation handling. Trigger with phrases like \"upgrade webflow\", \"webflow migration\", \"webflow breaking changes\", \"update webflow SDK\", \"webflow v1 to v2\". '

Grow WeChat Official Accounts (微信公众号) with high-conversion content strategy, title formulas, article architecture, and Mini-Program integration.

Generate structured changelogs from git history. Use when user asks \\\"what changed recently\\\", \\\"generate a changelog\\\", \\\"summarize commits\\\" or user wants to understand recent development activity.