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Claude Skills by bg-szy
github.com/bg-szy792 skills15 installs1,056 views
- Stitch Upload To StitchUpload approved local HTML, markdown, or image assets to a Stitch project using direct MCP for small DESIGN.md files or the bundled API script for larger files.Votes: 0GitHub stars: 6
- Subagent DelegationDelegate routine work to subagents — boilerplate generation, data transformation, file analysis, documentation drafting. Use when splitting tasks into independent subtasks for parallel subagent execution.Votes: 0GitHub stars: 6
- Subagent Driven DevelopmentExecute implementation plan by dispatching fresh subagent for each task, with code review between tasksVotes: 0GitHub stars: 6
- Supabase Postgres Best PracticesPostgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector/semantic search (pgvector), and restoring dumps (pg_restore) or im...Votes: 0GitHub stars: 6
- SupabaseUse when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, declarative schemas, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector); ...Votes: 0GitHub stars: 6
- Systematic DebuggingFour-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.Votes: 0GitHub stars: 6
- Tabular Eda ReviewInspect CSV datasets for schema, quality, modeling readiness, and feature analysis.Votes: 0GitHub stars: 6
- Tavily Best PracticesBuild or review production-ready Tavily SDK and API integrations for web search, extraction, crawling, mapping, and research. Use when implementing Tavily in an agent, RAG pipeline, or application rather than only running one CLI command.Votes: 0GitHub stars: 6
- Tavily CliRoute Tavily web-search, extraction, mapping, crawling, and cited-research requests to the narrowest `tvly` command. Use for command-line Tavily work, installation checks, authentication setup, or choosing among the specialized Tavily skills.Votes: 0GitHub stars: 6
- Tavily CrawlCrawl and extract a bounded set of pages from one website through Tavily. Use for documentation downloads, site-section collection, or semantic multi-page extraction when map plus individual extract calls are insufficient.Votes: 0GitHub stars: 6
- Tavily Dynamic SearchRun programmatic Tavily search and extraction while filtering raw results outside the main agent context. Use for multi-step or high-volume research where titles, snippets, and selected passages should be curated before synthesis.Votes: 0GitHub stars: 6
- Tavily ExtractExtract clean Markdown or text from one or more known URLs through Tavily. Use when the user supplies specific pages and needs their content, including query-focused chunks or JavaScript-rendered pages.Votes: 0GitHub stars: 6
- Tavily MapDiscover and filter URLs on a known website through Tavily without extracting every page. Use to locate a specific subpage, inspect site structure, or prepare a bounded map-then-extract workflow.Votes: 0GitHub stars: 6
- Tavily ResearchRun Tavily's multi-source research workflow for comparisons, market analysis, literature-oriented exploration, or detailed cited reports. Use only when bounded search and extraction are insufficient.Votes: 0GitHub stars: 6
- Tavily SearchSearch the web through Tavily with bounded depth, domains, dates, and result counts. Use when the user needs current information or source discovery and does not already have a specific URL.Votes: 0GitHub stars: 6
- Test Driven DevelopmentWrite the test first, watch it fail, write minimal code to passVotes: 0GitHub stars: 6
- Testing Anti PatternsNever test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.Votes: 0GitHub stars: 6
- Testing Skills With SubagentsRED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholesVotes: 0GitHub stars: 6
- Tracing Knowledge LineagesUnderstand how ideas evolved over time to find old solutions for new problems and avoid repeating past failuresVotes: 0GitHub stars: 6
- Train Sentence TransformersTrain or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding model for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), `CrossEncoder` (reranker, pair scoring for two-stage retrieval / pair classification), `SparseEncoder` (SPLADE, sparse embedding model for learned-sparse retrieval), and `MultiVectorEncoder` (ColBERT / late-interaction, per-token embeddings scored with MaxSim). Covers loss selecti...Votes: 0GitHub stars: 6
- Transformers JsUse Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classification, object detection), audio (speech recognition, audio classification), and multimodal tasks. Works in browsers and server-side runtimes (Node.js, Bun, Deno) with WebGPU/WASM using pre-trained models from Hugging Face Hub.Votes: 0GitHub stars: 6
- Trl TrainingTrain and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.Votes: 0GitHub stars: 6
- Using Git WorktreesCreate isolated git worktrees with smart directory selection and safety verificationVotes: 0GitHub stars: 6
- Using SkillsSkills wiki intro - mandatory workflows, search tool, brainstorming triggersVotes: 0GitHub stars: 6
- Using SuperpowersLegacy compatibility entry for prompts or documentation that explicitly name `using-superpowers`. Route new skill-discovery workflows to `using-skills`; do not activate both entrypoints for the same task.Votes: 0GitHub stars: 6
- Vercel Cli With TokensDeploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. \"deploy to vercel\", \"set up vercel\", \"add environment variables to vercel\".Votes: 0GitHub stars: 6
- Vercel DeployDeploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push this live\", or \"create a preview deployment\".Votes: 0GitHub stars: 6
- Vercel OptimizeUse for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel/framework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core W...Votes: 0GitHub stars: 6
- Verification Before CompletionRun verification commands and confirm output before claiming successVotes: 0GitHub stars: 6
- Vite DevelopmentVite 8.0.10 build tooling — HMR, fast builds, plugins, and optimized production assets. Use when configuring Vite, setting up React/Vue projects with Vite, or optimizing frontend build performance.Votes: 0GitHub stars: 6
- Web Design GuidelinesReview UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site against best practices\".Votes: 0GitHub stars: 6
- Web Design ReviewerVisual inspection of live websites to find and fix design issues. Use when reviewing UI layout/design, checking responsive design visually, detecting visual inconsistencies, or diagnosing CSS/accessibility problems at the source code level. Not for automated E2E testing.Votes: 0GitHub stars: 6
- Web Dev ExplainerTrigger when the user asks for explanations of web development concepts, code breakdowns, or learning guidance.Votes: 0GitHub stars: 6
- Web Quality AuditComprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to \"audit my site\", \"review web quality\", \"run lighthouse audit\", \"check page quality\", or \"optimize my website\".Votes: 0GitHub stars: 6
- Web TestingPlaywright automation, Chrome DevTools debugging, and browser interaction testing. Use for E2E/unit tests, capturing screenshots, inspecting network/console logs, or validating user flows in web applications.Votes: 0GitHub stars: 6
- When StuckDispatch to the right problem-solving technique based on how you're stuckVotes: 0GitHub stars: 6
- Word DocumentWord (.docx) manipulation via MCP server. Use for reading, creating, editing, formatting Word documents including tables, footnotes, comments, images, headers, styles, and PDF conversion.Votes: 0GitHub stars: 6
- Writing For AgentsWriting documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.Votes: 0GitHub stars: 6
- Writing GuidelinesReview docs/prose for Writing Guidelines compliance. Use when asked to \"review my docs\", \"check writing style\", \"audit prose\", \"review docs voice and tone\", or \"check this page against the writing handbook\".Votes: 0GitHub stars: 6
- Writing PlansCreate detailed implementation plans with bite-sized tasks for engineers with zero codebase contextVotes: 0GitHub stars: 6
- Writing SkillsTDD for process documentation - test with subagents before writing, iterate until bulletproofVotes: 0GitHub stars: 6
- X Twitter ScraperX (Twitter) Scraper API and X API Alternative instructions for Xquik scraping and connected X account action planning. Also use for Xquik Radar or Xquik support tickets only when the user names that feature. Do not load or use this Skill for official X developer setup unless the user compares it with Xquik. Trigger when an X or Twitter task asks about posts, replies, likes, follows, messages, search, users, timelines, followers, exports, giveaways, draws, monitors, Xquik webhooks, MCP setup, ...Votes: 0GitHub stars: 6
- XlsxUse this skill any time a spreadsheet file is the primary input or output. Covers reading, editing, cleaning, modeling, formula repair, workbook generation, and converting tabular data into validated spreadsheet deliverables.Votes: 0GitHub stars: 6
- Academic PipelineOrchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory, coverage-bounded integrity checks, two-stage peer review, and auditable quality-assurance artifacts. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end p...Votes: 0GitHub stars: 6
- Bio Liquid Biopsy Pipeline Skills Liquid Biopsy PipelineCell-free DNA analysis pipeline from plasma sequencing to tumor monitoring. Preprocesses cfDNA reads, analyzes fragment patterns, estimates tumor fraction from sWGS, and optionally detects mutations from targeted panels. Use when analyzing liquid biopsy samples for cancer detection or monitoring.Votes: 0GitHub stars: 6
- Bio Longread Alignment Skills Long Read AlignmentAlign long reads using minimap2 for Oxford Nanopore and PacBio data. Supports various presets for different read types and applications. Use when aligning ONT or PacBio reads to a reference genome for variant calling, SV detection, or coverage analysis.Votes: 0GitHub stars: 6
- Bio Longread Medaka Skills Medaka PolishingPolish assemblies and call variants from Oxford Nanopore data using medaka. Uses neural networks trained on specific basecaller versions. Use when improving ONT-only assemblies or calling variants from Nanopore data without short-read polishing.Votes: 0GitHub stars: 6
- Bio Longread Qc Skills Long Read QcQuality control for long-read sequencing data using NanoPlot, NanoStat, and chopper. Generate QC reports, filter reads by length and quality, and visualize read characteristics. Use when assessing ONT or PacBio run quality or filtering reads before assembly or alignment.Votes: 0GitHub stars: 6
- Bio Longread Structural Variants Skills Structural VariantsDetect structural variants from long-read alignments using Sniffles, cuteSV, and SVIM. Use when detecting deletions, insertions, inversions, translocations, or complex rearrangements from ONT or PacBio data, especially those missed by short-read methods.Votes: 0GitHub stars: 6
- Bio Pdb Geometric Analysis Skills Geometric AnalysisPerform geometric calculations on protein structures using Biopython Bio.PDB. Use when measuring distances, angles, and dihedrals, superimposing structures, calculating RMSD, or computing solvent accessible surface area (SASA).Votes: 0GitHub stars: 6