[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6AF83MMXZ0A0TZ4RQRZ737G":3,"skill-same:01M6AF83MMXZ0A0TZ4RQRZ737G":92},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":37,"linkOnly":38,"markdownContent":39,"markdownBody":40,"frontMatter":41,"refName":42,"commitSha":43,"skillDirectory":44,"forksCount":45,"repositoryHtmlUrl":46,"repositoryHomepageUrl":47,"ownerHtmlUrl":48,"ownerBlogUrl":49,"ownerDescription":50,"updatedAt":51,"install":52,"resources":65},"01M6AF83MMXZ0A0TZ4RQRZ737G","reducing-entropy",null,"Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.","davila7\u002Fclaude-code-templates","davila7","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6216945?v=4","01M6ADEWWFPS191NFM0Y1EX1JH","Daniel Avila","01M6ADJHGM78PHQRD3XZTFDVKK",33481,"MIT","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36],"entropy","reducing entropy","code","user","only","activate","bias","manual","size","deletion","for","codebase","when","2026-11-10 10:12:30",false,"---\nname: reducing-entropy\ndescription: Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.\n---\n\n# Reducing Entropy\n\nMore code begets more code. Entropy accumulates. This skill biases toward the smallest possible codebase.\n\n**Core question:** \"What does the codebase look like *after*?\"\n\n## Before You Begin\n\n**Load at least one mindset from `references\u002F`**\n\n1. List the files in the reference directory\n2. Read frontmatter descriptions to pick which applies\n3. Load at least one\n4. State which you loaded and its core principle\n\n**Do not proceed until you've done this.**\n\n## The Goal\n\nThe goal is **less total code in the final codebase** - not less code to write right now.\n\n- Writing 50 lines that delete 200 lines = net win\n- Keeping 14 functions to avoid writing 2 = net loss\n- \"No churn\" is not a goal. Less code is the goal.\n\n**Measure the end state, not the effort.**\n\n## Three Questions\n\n### 1. What's the smallest codebase that solves this?\n\nNot \"what's the smallest change\" - what's the smallest *result*.\n\n- Could this be 2 functions instead of 14?\n- Could this be 0 functions (delete the feature)?\n- What would we delete if we did this?\n\n### 2. Does the proposed change result in less total code?\n\nCount lines before and after. If after > before, reject it.\n\n- \"Better organized\" but more code = more entropy\n- \"More flexible\" but more code = more entropy\n- \"Cleaner separation\" but more code = more entropy\n\n### 3. What can we delete?\n\nEvery change is an opportunity to delete. Ask:\n\n- What does this make obsolete?\n- What was only needed because of what we're replacing?\n- What's the maximum we could remove?\n\n## Red Flags\n\n- **\"Keep what exists\"** - Status quo bias. The question is total code, not churn.\n- **\"This adds flexibility\"** - Flexibility for what? YAGNI.\n- **\"Better separation of concerns\"** - More files\u002Ffunctions = more code. Separation isn't free.\n- **\"Type safety\"** - Worth how many lines? Sometimes runtime checks in less code wins.\n- **\"Easier to understand\"** - 14 things are not easier than 2 things.\n\n## When This Doesn't Apply\n\n- The codebase is already minimal for what it does\n- You're in a framework with strong conventions (don't fight it)\n- Regulatory\u002Fcompliance requirements mandate certain structures\n\n## Reference Mindsets\n\nSee `references\u002F` for philosophical grounding.\n\nTo add new mindsets, see `adding-reference-mindsets.md`.\n\n---\n\n**Bias toward deletion. Measure the end state.**\n","# Reducing Entropy\n\nMore code begets more code. Entropy accumulates. This skill biases toward the smallest possible codebase.\n\n**Core question:** \"What does the codebase look like *after*?\"\n\n## Before You Begin\n\n**Load at least one mindset from `references\u002F`**\n\n1. List the files in the reference directory\n2. Read frontmatter descriptions to pick which applies\n3. Load at least one\n4. State which you loaded and its core principle\n\n**Do not proceed until you've done this.**\n\n## The Goal\n\nThe goal is **less total code in the final codebase** - not less code to write right now.\n\n- Writing 50 lines that delete 200 lines = net win\n- Keeping 14 functions to avoid writing 2 = net loss\n- \"No churn\" is not a goal. Less code is the goal.\n\n**Measure the end state, not the effort.**\n\n## Three Questions\n\n### 1. What's the smallest codebase that solves this?\n\nNot \"what's the smallest change\" - what's the smallest *result*.\n\n- Could this be 2 functions instead of 14?\n- Could this be 0 functions (delete the feature)?\n- What would we delete if we did this?\n\n### 2. Does the proposed change result in less total code?\n\nCount lines before and after. If after > before, reject it.\n\n- \"Better organized\" but more code = more entropy\n- \"More flexible\" but more code = more entropy\n- \"Cleaner separation\" but more code = more entropy\n\n### 3. What can we delete?\n\nEvery change is an opportunity to delete. Ask:\n\n- What does this make obsolete?\n- What was only needed because of what we're replacing?\n- What's the maximum we could remove?\n\n## Red Flags\n\n- **\"Keep what exists\"** - Status quo bias. The question is total code, not churn.\n- **\"This adds flexibility\"** - Flexibility for what? YAGNI.\n- **\"Better separation of concerns\"** - More files\u002Ffunctions = more code. Separation isn't free.\n- **\"Type safety\"** - Worth how many lines? Sometimes runtime checks in less code wins.\n- **\"Easier to understand\"** - 14 things are not easier than 2 things.\n\n## When This Doesn't Apply\n\n- The codebase is already minimal for what it does\n- You're in a framework with strong conventions (don't fight it)\n- Regulatory\u002Fcompliance requirements mandate certain structures\n\n## Reference Mindsets\n\nSee `references\u002F` for philosophical grounding.\n\nTo add new mindsets, see `adding-reference-mindsets.md`.\n\n---\n\n**Bias toward deletion. Measure the end state.**\n",{"name":5,"description":7},"main","2b749c82b5d11fac39d9a6e021ce3f5b8a541bd1","cli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy",3931,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates","https:\u002F\u002Faitmpl.com","https:\u002F\u002Fgithub.com\u002Fdavila7","https:\u002F\u002Fdanielavila.me","Building AI dev tools with LLMs","2026-11-14 06:14:46",{"source":8,"skillName":5,"commands":53,"prompt":63,"zipAvailable":64},[54,57,60],{"tool":55,"command":56},"npx","npx skills add davila7\u002Fclaude-code-templates --skill reducing-entropy",{"tool":58,"command":59},"bunx","bunx skills add davila7\u002Fclaude-code-templates --skill reducing-entropy",{"tool":61,"command":62},"pnpm","pnpm dlx skills add davila7\u002Fclaude-code-templates --skill reducing-entropy","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002FSKILL.md",true,[66,72,76,80,84,88],{"path":67,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":70,"sourceHtmlUrl":71},"adding-reference-mindsets.md","REFERENCE","参考文档",3427,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002Fadding-reference-mindsets.md",{"path":73,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":74,"sourceHtmlUrl":75},"README.md",4692,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002FREADME.md",{"path":77,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":78,"sourceHtmlUrl":79},"references\u002Fdata-over-abstractions.md",1894,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002Freferences\u002Fdata-over-abstractions.md",{"path":81,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":82,"sourceHtmlUrl":83},"references\u002Fdesign-is-taking-apart.md",2265,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002Freferences\u002Fdesign-is-taking-apart.md",{"path":85,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":86,"sourceHtmlUrl":87},"references\u002Fexpensive-to-add-later.md",2497,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002Freferences\u002Fexpensive-to-add-later.md",{"path":89,"resourceType":68,"resourceTypeDesc":69,"sizeBytes":90,"sourceHtmlUrl":91},"references\u002Fsimplicity-vs-easy.md",1707,"https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Freducing-entropy\u002Freferences\u002Fsimplicity-vs-easy.md",[93,119,145,177,212,236],{"skillNo":94,"name":95,"nameZh":6,"description":96,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":97,"categories":98,"keywords":100,"publishedAt":37},"01M70NHBTQ8BV0A2SCAZXEPHCX","wealthville-pool-scoring","Score DeFi liquidity pools before providing liquidity. Returns a 0-100 pool score and an Enter\u002FHold\u002FExit\u002FReduce\u002FAvoid verdict with calibrated confidence for ~68,800 Solana pools and 575 EVM pools, plus a public miss-inclusive track record. Use when asked whether a pool is worth LPing into, which pools look best right now, or how accurate the scores have actually been.","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fweb-data\u002Fwealthville-pool-scoring\u002FSKILL.md",[99],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[101,102,103,104,105,34,106,107,108,36,109,110,111,112,113,114,115,116,117,118],"scoring","pool","wealthville pool scoring","liquidity","which","exit","now","use","reduce","with","record","track","verdict","evm","solana","how","public","look",{"skillNo":120,"name":121,"nameZh":6,"description":122,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":123,"categories":124,"keywords":126,"publishedAt":37},"01M70MB6VR8ERJ4EM8D5KHBMEV","technical-debt-auditor","Scans a codebase and produces a quantified technical debt report with a prioritized remediation plan. Analyzes dead code, TODO\u002FFIXME\u002FHACK markers, dependency staleness, complexity hotspots, code duplication signals, test coverage gaps, unused exports, and outdated patterns. Use this skill when the user asks to audit their codebase for tech debt, wants a health check of their code quality, says things like \"where should I focus refactoring\", \"find code smells\", \"audit my codebase\", \"what technical debt do we have\", \"prioritize cleanup work\", or asks about code quality metrics. Also trigger when the user mentions \"code rot\", \"legacy cleanup\", \"refactoring priorities\", or wants to understand the overall health of a project before a major effort. Trigger even if the user doesn't say \"technical debt\" explicitly — any request to systematically assess code quality and identify improvement priorities belongs here.","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fdevelopment\u002Ftechnical-debt-auditor\u002FSKILL.md",[125],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[127,128,129,130,131,132,133,134,135,136,137,36,26,138,139,140,141,142,143,144],"technical debt","debt","technical","technical debt auditor","auditor","coverage","complexity","markers","project","cleanup","unused","todo","work","plan","focus","signals","audit","dependency",{"skillNo":146,"name":147,"nameZh":6,"description":148,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":149,"categories":150,"keywords":160,"publishedAt":37},"01M70KPYH9QNHCNME5GJQGE22K","readonly-sql-guard","Make an agent's database access provably read-only. Use when an agent runs caller-supplied SQL against a production\u002FERP\u002Fanalytics database (a \"query\" MCP tool, text-to-SQL, an admin console), or when reviewing DB-access code for write\u002FDDL\u002Fside-effect\u002Ftransaction-escape risks. Checks what a statement CALLS, not just its shape.","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fdatabase\u002Freadonly-sql-guard\u002FSKILL.md",[151,154,155],{"categoryNo":152,"categoryName":153,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":156,"categoryName":157,"taxonomyType":158,"taxonomyTypeDesc":159},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",[161,162,163,164,165,166,167,34,168,169,170,171,172,28,173,108,174,175,36,176],"readonly","guard","sql guard","sql","readonly sql guard","erp","effect","read-only","db","just","tool","calls","MCP","access","database","query",{"skillNo":178,"name":179,"nameZh":6,"description":180,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":181,"licenseFileUrl":182,"sourceHtmlUrl":183,"categories":184,"keywords":188,"publishedAt":37},"01M6AFY6F7CC2BBZP1QD6VTNVC","web-artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn\u002Fui). Use for complex artifacts requiring state management, routing, or shadcn\u002Fui components - not for simple single-file HTML\u002FJSX artifacts.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Futilities\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Futilities\u002Fweb-artifacts-builder\u002FSKILL.md",[185],{"categoryNo":186,"categoryName":187,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发",[189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,34,211],"artifacts builder","web","web artifacts builder","artifacts","builder","state","routing","state management","component","css","frontend","ui","Tools","file","components","shadcn","react","Tailwind","suite","jsx","html","single-file","ui components",{"skillNo":213,"name":214,"nameZh":6,"description":215,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":181,"licenseFileUrl":216,"sourceHtmlUrl":217,"categories":218,"keywords":223,"publishedAt":37},"01M6AFWF33SFV9Z3SF4PEEE4BF","webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FSKILL.md",[219,222],{"categoryNo":220,"categoryName":221,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":186,"categoryName":187,"taxonomyType":21,"taxonomyTypeDesc":22},[224,225,226,227,228,190,229,199,200,230,231,232,233,34,234,110,235],"webapp testing","testing","webapp","browser","playwright","applications","debugging","toolkit","logs","screenshots","local","behavior",{"skillNo":237,"name":238,"nameZh":6,"description":239,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":181,"licenseFileUrl":240,"sourceHtmlUrl":241,"categories":242,"keywords":250,"publishedAt":37},"01M6AF67Q67JJJ5V51JR2P52KA","discernment-nudge","After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fdiscernment-nudge\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fdavila7\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fdiscernment-nudge\u002FSKILL.md",[243,246,247],{"categoryNo":244,"categoryName":245,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":248,"categoryName":249,"taxonomyType":158,"taxonomyTypeDesc":159},"01JBSEEDCAT000000000000036","内容创作者",[251,252,253,254,255,256,257,258,192,259,202,26,260,261,262,263,264,28,265,36,266,267,268,269,270,116,271],"discernment nudge","nudge","interpretation","help","run","reasoning","data","writing","lookup","content","review","conversation","short","up","invoke","you","analysis","claims","argument","assemble","recommendations"]