Coding & Dev Tools

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Data-independent acquisition (DIA) proteomics analysis with DIA-NN and other tools. Use when analyzing DIA mass spectrometry data with library-free or library-based workflows for deep proteome profiling.

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Create metagene plots and browser tracks for RNA modification data. Use when visualizing m6A distribution patterns around genomic features like stop codons.

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Ambiguity Resolution

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Manage development sessions — start, checkpoint, wrap, resume

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ui-ux-pro-max

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**System Instruction:**

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Error Handling Reference

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Error Handling Reference

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Error Handling Reference

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Error Handling Reference

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Error Handling Reference

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Configuration

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Copywriting

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Automate version bumping following semantic versioning and changelog management. Use when the user wants to bump a version, create a release, update the changelog, or tag a new version in a project using semver conventions and Keep a Changelog format.

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Calculate NFT rarity scores and rank tokens by trait uniqueness. Use when analyzing NFT collections, checking token rarity, or comparing NFTs. Trigger with phrases like "check NFT rarity", "analyze collection", "rank tokens", "compare NFTs".

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Sort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.

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Pre-planning gap analysis. Reviews requirements for hidden assumptions, missing context, and scope risks BEFORE plan generation.

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Workerd Configuration

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BigCodeBench evaluates AI agents on 1,140 practical coding tasks requiring function composition from 139 libraries across 7 domains, testing real-world library usage skills.

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Token-efficient codebase exploration using RepoPrompt codemaps and slices. Use when you need deep codebase understanding without bloating context.

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Installs and configures project infrastructure including MkDocs Material intelligent textbook templates, learning graph viewers, and skill tracking systems. Routes to the appropriate installation guide based on what the user needs to set up.

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This skill generates interactive multiple-choice quizzes for each chapter of an intelligent textbook, with questions aligned to specific concepts from the learning graph and distributed across Bloom's Taxonomy cognitive levels to assess student understanding effectively. Use this skill after chapter content has been written and the learning graph exists.

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Map user flows, edge cases, and missing requirements from a brief spec.

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Colin CLI Commands

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Thinking Partner

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Filter and select sequences by criteria (length, ID, GC content, patterns) using Biopython. Use when subsetting sequences, removing unwanted records, or selecting by specific criteria.

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Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

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通用图片生成 Skill，支持多种 AI 模型（ModelScope、Gemini 等），可被其他 Skills 调用

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Use when creating or modifying dbt Semantic Layer components including semantic models, metrics, and dimensions leveraging MetricFlow.

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Sports news via RSS/Atom feeds and Google News. Fetch headlines, search by query, filter by date. Covers football news, transfer rumors, match reports, and any sport via Google News. Use when: user asks for recent news, headlines, transfer rumors, or articles about any sport. Good for "what's the latest on [team/player]" questions. Supports any Google News query and curated RSS feeds (BBC Sport, ESPN, The Athletic, Sky Sports). Don't use when: user asks for structured data like standings, scores, statistics, or xG — use the sport-specific skill instead: football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-data (MLB), tennis-data (tennis), golf-data (golf), cfb-data (college football), cbb-data (college basketball), or fastf1 (F1). Don't use for prediction market odds — use polymarket or kalshi. News results are text articles, not structured data.

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Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

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Generate conventional commits with AI-powered messages

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Automatically document your entire build process by analyzing git commits, tracking decisions, and extracting content-worthy moments

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Creates Claude Code hook scripts for plugins — generates Node.js .cjs files, wires hooks.json, selects correct event and scope. Use when creating hooks, wiring PostToolUse or PreToolUse logic, enforcing validation on tool calls, or building SessionStart context injection. Trigger phrases — create a hook, add a hook to my plugin, build a PostToolUse hook, I need a hook that. <example>User asks to block rm -rf with a PreToolUse hook — hook-creator generates the .cjs script and wires hooks.json.</example> <example>User asks to inject project context on SessionStart — hook-creator builds the context injection script.</example> <example>User asks to run prettier after every Write — hook-creator wires a PostToolUse formatter hook.</example>

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Error Handling Reference

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Error Handling Reference