Software Engineer ๐Ÿ’ป | github.com/mingrammer

Joined March 2016
75 Photos and videos
mingrammer retweeted
Introducing Claude Fable 5: a Mythos-class model that weโ€™ve made safe for general use. Its capabilities exceed those of any model weโ€™ve ever made generally available.
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mingrammer retweeted
Effective today, we are: 1) Doubling Claude Codeโ€™s 5-hour rate limits for Pro, Max, and Team plans; 2) Removing the peak hours limit reduction on Claude Code for Pro and Max plans; and 3) Substantially raising our API rate limits for Opus models.
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mingrammer retweeted
Apr 23
Introducing GPT-5.5 A new class of intelligence for real work and powering agents, built to understand complex goals, use tools, check its work, and carry more tasks through to completion. It marks a new way of getting computer work done. Now available in ChatGPT and Codex.
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mingrammer retweeted
Apr 21
Introducing ChatGPT Images 2.0 A state-of-the-art image model that can take on complex visual tasks and produce precise, immediately usable visuals, with sharper editing, richer layouts, and thinking-level intelligence. Video made with ChatGPT Images
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mingrammer retweeted
Apr 17
Introducing Claude Design by Anthropic Labs: make prototypes, slides, and one-pagers by talking to Claude. Powered by Claude Opus 4.7, our most capable vision model. Available in research preview on the Pro, Max, Team, and Enterprise plans, rolling out throughout the day.
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mingrammer retweeted
Apr 16
Introducing Claude Opus 4.7, our most capable Opus model yet. It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back. You can hand off your hardest work with less supervision.
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mingrammer retweeted
Standing on the shoulders of giants! diagrams-js is a TypeScript port of the great open-source Python library "diagrams" by @mingrammer I used the python library and wanted to have a similar experience without having Python and Graphviz installed. Thank you ๐Ÿซก
Introducing diagrams-js! ๐ŸŽจ A TypeScript port of the popular Python diagrams library for drawing cloud architecture diagrams as code. โœ… 17 cloud providers (AWS, Azure, GCP, K8s & more) โœ… 2000 node types โœ… Works in browsers, Node.js, Deno & Bun โœ… Type-safe & tree-shakable
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mingrammer retweeted
We're bringing the advisor strategy to the Claude Platform. Pair Opus as an advisor with Sonnet or Haiku as an executor, and get near Opus-level intelligence in your agents at a fraction of the cost.
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mingrammer retweeted
Introducing Claude Managed Agents: everything you need to build and deploy agents at scale. It pairs an agent harness tuned for performance with production infrastructure, so you can go from prototype to launch in days. Now in public beta on the Claude Platform.
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์˜ค๋Š˜ ์ ์‹ฌ ํšŒ์‚ฌ ๊ทผ์ฒ˜ ์‚ฐ์ฑ…
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mingrammer retweeted
New Anthropic research: Emotion concepts and their function in a large language model. All LLMs sometimes act like they have emotions. But why? We found internal representations of emotion concepts that can drive Claudeโ€™s behavior, sometimes in surprising ways.
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mingrammer retweeted
Mar 30
Computer use is now in Claude Code. Claude can open your apps, click through your UI, and test what it built, right from the CLI. Now in research preview on Pro and Max plans.
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ํด๋กœ๋“œ ๋งฅ์Šค 20x 6๊ฐœ์›” ์ฃผ๋Š”๊ฑฐ ๊นŒ๋จน๊ณ  ์žˆ๋‹ค๊ฐ€ ์ด์ œ ๋ด์„œ ํ™œ์„ฑํ™” ์™„๋ฃŒ! ์•คํŠธ๋กœํ”ฝ ์งฑ..
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mingrammer retweeted
Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI
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mingrammer retweeted
Mar 24
Now you can use AI agents to design directly on the Figma canvas, with our new use_figma MCP tool and skills to teach them. Open beta starts today.
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mingrammer retweeted
Mar 23
You can now enable Claude to use your computer to complete tasks. It opens your apps, navigates your browser, fills in spreadsheetsโ€”anything you'd do sitting at your desk. Research preview in Claude Cowork and Claude Code, macOS only.
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mingrammer retweeted
Google์˜ AI ๋„ค์ดํ‹ฐ๋ธŒ "๋ฐ”์ด๋ธŒ ๋””์ž์ธ" ํ”Œ๋žซํผ, Stitch ๊ณต๊ฐœ - Google Labs๊ฐ€ ์ž์—ฐ์–ด๋ฅผ ๊ณ ํ’ˆ์งˆ UI ๋””์ž์ธ์œผ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” AI ๋„ค์ดํ‹ฐ๋ธŒ ์†Œํ”„ํŠธ์›จ์–ด ๋””์ž์ธ ์บ”๋ฒ„์Šค๋กœ Stitch๋ฅผ ์ „๋ฉด ์žฌ๊ตฌ์„ฑ - ์™€์ด์–ดํ”„๋ ˆ์ž„ ์—†์ด ๋น„์ฆˆ๋‹ˆ์Šค ๋ชฉํ‘œ๋‚˜ ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์„ ์„ค๋ช…ํ•˜๋ฉด ๋””์ž์ธ์ดโ€ฆ news.hada.io/topic?id=27635
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ํด๋กœ๋“œ ๋กœ๊ทธ์ธ์ด ์•ˆ๋˜๋„ค ๐Ÿ˜ญ
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mingrammer retweeted
"Claude Code Skills ์™„์ „ ์ •๋ณต" > Anthropic ๋‚ด๋ถ€์—์„œ ์ˆ˜๋ฐฑ ๊ฐœ์˜ Skills๋ฅผ ์“ฐ๋ฉฐ ํ„ฐ๋“ํ•œ ์ง„์งœ ๋…ธํ•˜์šฐ Claude Code ํŒ€์ด ์ง์ ‘ ์“ด ์•„ํ‹ฐํด์ด์˜ˆ์š”.. ๋„ˆ๋ฌด ์ข‹๋„ค์š”ใ…  "Skills๊ฐ€ ๋งˆํฌ๋‹ค์šด ํŒŒ์ผ ์•„๋‹Œ๊ฐ€?"๋ผ๊ณ  ์ƒ๊ฐํ•˜์…จ๋‹ค๋ฉด, ์ด ๊ธ€์ด ๊ทธ ์ธ์‹์„ ์™„์ „ํžˆ ๋ฐ”๊ฟ”์ค„ ๊ฑฐ์˜ˆ์š”. Anthropic ๋‚ด๋ถ€์—์„œ ์ˆ˜๋ฐฑ ๊ฐœ์˜ Skills๋ฅผ ์‹ค์ œ๋กœ ์šด์˜ํ•˜๋ฉฐ ๋ฐœ๊ฒฌํ•œ ์œ ํ˜• ๋ถ„๋ฅ˜, ์ž‘์„ฑ ํŒ, ๋ฐฐํฌ ์ „๋žต๊นŒ์ง€.. ์ง€๊ธˆ๊นŒ์ง€ ๋‚˜์˜จ Skills ๊ด€๋ จ ๊ธ€ ์ค‘ ๊ฐ€์žฅ ์‹ค์šฉ์ ์ธ ๋‚ด์šฉ์„ ๋‹ด๊ณ  ์žˆ์–ด์š”. โ†“ What are Skills? Skills๊ฐ€ "๊ทธ๋ƒฅ ๋งˆํฌ๋‹ค์šด ํŒŒ์ผ"์ด๋ผ๋Š” ๊ฑด ํ”ํ•œ ์˜คํ•ด์˜ˆ์š”. ํ•ต์‹ฌ์€ Skills๊ฐ€ ํด๋”๋ผ๋Š” ์ ์ด์—์š”. ๋งˆํฌ๋‹ค์šด ํŒŒ์ผ ํ•˜๋‚˜๊ฐ€ ์•„๋‹ˆ๋ผ, ์Šคํฌ๋ฆฝํŠธ, ์—์…‹, ๋ฐ์ดํ„ฐ, ์„ค์ • ํŒŒ์ผ๊นŒ์ง€ ํฌํ•จํ•˜๋Š” ๊ตฌ์กฐ์˜ˆ์š”. Claude๋Š” ์ด ํด๋”๋ฅผ ํƒ์ƒ‰ํ•˜๊ณ , ํ•„์š”ํ•œ ํŒŒ์ผ์„ ๋ฐœ๊ฒฌํ•˜๊ณ , ์ง์ ‘ ์กฐ์ž‘ํ•  ์ˆ˜ ์žˆ์–ด์š”. Claude Code์—์„œ๋Š” ์—ฌ๊ธฐ์— ๋”ํ•ด ๋™์  hooks์„ ๋“ฑ๋กํ•˜๋Š” ๋“ฑ ๋‹ค์–‘ํ•œ ์„ค์ • ์˜ต์…˜์„ ์“ธ ์ˆ˜ ์žˆ๊ณ ์š”. ๊ฐ€์žฅ ํฅ๋ฏธ๋กœ์šด Skills๋“ค์€ ๋ฐ”๋กœ ์ด ๊ตฌ์กฐ์™€ ์„ค์ •์„ ์ฐฝ์˜์ ์œผ๋กœ ํ™œ์šฉํ•œ ๊ฒƒ๋“ค์ด์—์š”. โ†“ Types of Skills ์ˆ˜๋ฐฑ ๊ฐœ์˜ Skills๋ฅผ ๋ถ„๋ฅ˜ํ•ด ๋ณด๋‹ˆ, ๋ฐ˜๋ณต๋˜๋Š” ์œ ํ˜•์ด 9๊ฐ€์ง€๋กœ ๋ชจ์˜€์–ด์š”. ์ข‹์€ Skills๋Š” ํ•˜๋‚˜์˜ ์œ ํ˜•์— ๋”ฑ ๋งž์•„๋–จ์–ด์ง€๊ณ , ํ—ท๊ฐˆ๋ฆฌ๋Š” Skills๋Š” ์—ฌ๋Ÿฌ ์œ ํ˜•์— ๊ฑธ์ณ ์žˆ๋Š” ๊ฒฝ์šฐ๊ฐ€ ๋งŽ์•˜์–ด์š”. ์šฐ๋ฆฌ ํŒ€์— ์–ด๋–ค ์œ ํ˜•์ด ๋น ์ ธ ์žˆ๋Š”์ง€ ์ ๊ฒ€ํ•˜๋Š” ์ฒดํฌ๋ฆฌ์ŠคํŠธ๋กœ ์“ฐ๊ธฐ ์ข‹์•„์š”. 1. Library & API Reference ๋‚ด๋ถ€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋‚˜ Claude๊ฐ€ ์ž์ฃผ ํ‹€๋ฆฌ๋Š” ์™ธ๋ถ€ SDK ์‚ฌ์šฉ๋ฒ•์„ ์ •๋ฆฌํ•ด์š”. ๋ ˆํผ๋Ÿฐ์Šค ์ฝ”๋“œ ์Šค๋‹ˆํŽซ๊ณผ ์ฃผ์˜ํ•ด์•ผ ํ•  ํ•จ์ •(gotchas) ๋ชฉ๋ก์ด ํ•ต์‹ฌ์ด์—์š”. (billing-lib, internal-platform-cli, frontend-design) 2. Product Verification ์ฝ”๋“œ๊ฐ€ ์‹ค์ œ๋กœ ์ž˜ ๋™์ž‘ํ•˜๋Š”์ง€ ๊ฒ€์ฆํ•˜๋Š” Skills์˜ˆ์š”. Playwright, tmux ๊ฐ™์€ ์™ธ๋ถ€ ๋„๊ตฌ์™€ ์ง์„ ์ด๋ฃจ๋Š” ๊ฒฝ์šฐ๊ฐ€ ๋งŽ์•„์š”. ์ถœ๋ ฅ ๊ฒฐ๊ณผ๋ฅผ ์˜์ƒ์œผ๋กœ ๋…นํ™”ํ•˜๊ฑฐ๋‚˜, ๊ฐ ๋‹จ๊ณ„๋งˆ๋‹ค ์ƒํƒœ๋ฅผ ๋‹จ์–ธํ•˜๋Š” ์Šคํฌ๋ฆฝํŠธ๋ฅผ ํฌํ•จํ•˜๋ฉด ๊ฐ•๋ ฅํ•ด์ ธ์š”. (signup-flow-driver, checkout-verifier, tmux-cli-driver) 3. Data Fetching & Analysis ๋ฐ์ดํ„ฐ ์Šคํƒ๊ณผ ๋ชจ๋‹ˆํ„ฐ๋ง ํˆด์— ์—ฐ๊ฒฐํ•˜๋Š” Skills์˜ˆ์š”. ์ž๊ฒฉ์ฆ๋ช…์ด ํฌํ•จ๋œ ์ฟผ๋ฆฌ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ, ๋Œ€์‹œ๋ณด๋“œ ID, ์ผ๋ฐ˜์ ์ธ ๋ฐ์ดํ„ฐ ์กฐํšŒ ํŒจํ„ด์„ ๋‹ด์•„์š”. (funnel-query, cohort-compare, grafana) 4. Business Process & Team Automation ๋ฐ˜๋ณต ์ž‘์—…์„ ์ปค๋งจ๋“œ ํ•˜๋‚˜๋กœ ์ž๋™ํ™”ํ•˜๋Š” Skills์˜ˆ์š”. ๋‹ค๋ฅธ Skills๋‚˜ MCP์™€ ์กฐํ•ฉํ• ์ˆ˜๋ก ๊ฐ•๋ ฅํ•ด์ง€๊ณ ์š”. ์ด์ „ ์‹คํ–‰ ๊ฒฐ๊ณผ๋ฅผ ๋กœ๊ทธ ํŒŒ์ผ์— ๋‚จ๊ฒจ๋‘๋ฉด ๋‹ค์Œ ์‹คํ–‰ ๋•Œ ์ผ๊ด€์„ฑ์„ ์œ ์ง€ํ•˜๊ธฐ ์ข‹์•„์š”. (standup-post, create-ticket, weekly-recap) 5. Code Scaffolding & Templates ์ฝ”๋“œ๋ฒ ์ด์Šค ๋‚ด ํŠน์ • ๊ธฐ๋Šฅ์˜ ๋ณด์ผ๋Ÿฌํ”Œ๋ ˆ์ดํŠธ๋ฅผ ์ƒ์„ฑํ•ด์š”. ์ฝ”๋“œ๋งŒ์œผ๋กœ๋Š” ๋‹ค ํ‘œํ˜„ ๋ชปํ•˜๋Š” ์ž์—ฐ์–ด ์š”๊ตฌ์‚ฌํ•ญ์ด ์žˆ์„ ๋•Œ ํŠนํžˆ ์œ ์šฉํ•ด์š”. (new-workflow, new-migration, create-app) 6. Code Quality & Review ์กฐ์ง ๋‚ด ์ฝ”๋“œ ํ’ˆ์งˆ์„ ๊ฐ•์ œํ•˜๊ณ  ๋ฆฌ๋ทฐ๋ฅผ ๋„์™€์š”. ๊ฒฐ์ •๋ก ์  ์Šคํฌ๋ฆฝํŠธ๋ฅผ ํฌํ•จํ•˜๋ฉด ๋” ๊ฐ•ํ•ด์ง€๊ณ , ํ›…์ด๋‚˜ GitHub Action์œผ๋กœ ์ž๋™ํ™”ํ•  ์ˆ˜๋„ ์žˆ์–ด์š”. (adversarial-review, code-style, testing-practices) 7. CI/CD & Deployment ์ฝ”๋“œ ๋นŒ๋“œ, ๋ฐฐํฌ, ๋กค๋ฐฑ์„ ๋‹ค๋ฃจ๋Š” Skills์˜ˆ์š”. ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘ํ•˜๋Š” ๋‹ค๋ฅธ Skills์™€ ์—ฐ๊ณ„ํ•ด์„œ ์จ์š”. (babysit-pr, deploy-service, cherry-pick-prod) 8. Runbooks ์ฆ์ƒ(Slack ๋ฉ”์‹œ์ง€, ์•Œ๋ฆผ, ์—๋Ÿฌ ์‹œ๊ทธ๋‹ˆ์ฒ˜)์„ ๋ฐ›์•„ ๋‹ค์ค‘ ๋„๊ตฌ ์กฐ์‚ฌ๋ฅผ ์ˆ˜ํ–‰ํ•˜๊ณ  ๊ตฌ์กฐํ™”๋œ ๋ณด๊ณ ์„œ๋ฅผ ๋งŒ๋“ค์–ด์š”. (service-debugging, oncall-runner, log-correlator) 9. Infrastructure Operations ์ •๊ธฐ ์œ ์ง€๋ณด์ˆ˜์™€ ์šด์˜ ์ ˆ์ฐจ๋ฅผ ์ž๋™ํ™”ํ•ด์š”. ํŒŒ๊ดด์ ์ธ ์ž‘์—…์— ๊ฐ€๋“œ๋ ˆ์ผ์„ ๋ถ™์ผ ์ˆ˜ ์žˆ์–ด์„œ ๋ฒ ์ŠคํŠธ ํ”„๋ž™ํ‹ฐ์Šค๋ฅผ ๋”ฐ๋ฅด๊ธฐ๊ฐ€ ํ›จ์”ฌ ์‰ฌ์›Œ์ ธ์š”. (resource-orphans, dependency-management, cost-investigation) โ†“ Don't State the Obvious Claude Code๋Š” ์ด๋ฏธ ์ฝ”๋“œ๋ฒ ์ด์Šค์— ๋Œ€ํ•ด ๋งŽ์ด ์•Œ๊ณ  ์žˆ๊ณ , Claude ์ž์ฒด๋„ ์ฝ”๋”ฉ์— ๋Œ€ํ•œ ๊ธฐ๋ณธ ์˜๊ฒฌ์ด ์žˆ์–ด์š”. ์ง€์‹ ์ค‘์‹ฌ์˜ Skills๋ฅผ ๋งŒ๋“ค ๋•Œ๋Š” Claude์˜ ์ผ๋ฐ˜์ ์ธ ์‚ฌ๊ณ ๋ฐฉ์‹์—์„œ ๋ฒ—์–ด๋‚˜๊ฒŒ ๋งŒ๋“œ๋Š” ์ •๋ณด์— ์ง‘์ค‘ํ•˜์„ธ์š”. ํ”„๋ก ํŠธ์—”๋“œ ๋””์ž์ธ Skills๊ฐ€ ์ข‹์€ ์˜ˆ์˜ˆ์š”. Inter ํฐํŠธ์™€ ๋ณด๋ผ์ƒ‰ ๊ทธ๋ผ๋””์–ธํŠธ์ฒ˜๋Ÿผ Claude๊ฐ€ ๊ธฐ๋ณธ์œผ๋กœ ๋‚ด๋†“๋Š” ํŒจํ„ด์„ ํ”ผํ•˜๋Š” ๋ฒ•์„ Anthropic ์—”์ง€๋‹ˆ์–ด๊ฐ€ ๊ณ ๊ฐ๋“ค๊ณผ ๋ฐ˜๋ณตํ•ด์„œ ๋งŒ๋“ค์–ด ๋‚ธ ๊ฒฐ๊ณผ๋ฌผ์ด๊ฑฐ๋“ ์š”. โ†“ Build a Gotchas Section Skills์—์„œ ๊ฐ€์žฅ ์‹ ํ˜ธ ๋ฐ€๋„๊ฐ€ ๋†’์€ ๋‚ด์šฉ์€ Gotchas ์„น์…˜์ด์—์š”. Claude๊ฐ€ ์‹ค์ œ๋กœ ์‹ค์ˆ˜ํ–ˆ๋˜ ์ง€์ ๋“ค์„ ๋ˆ„์ ํ•ด์„œ ์Œ“์•„๋‘๋Š” ๊ณต๊ฐ„์ด์—์š”. Skills๋ฅผ ์ฒ˜์Œ ๋งŒ๋“ค ๋•Œ๋ถ€ํ„ฐ ๋„ฃ๊ธฐ๋ณด๋‹ค, Claude๊ฐ€ ์ƒˆ๋กœ์šด ์—ฃ์ง€ ์ผ€์ด์Šค๋ฅผ ๋งŒ๋‚  ๋•Œ๋งˆ๋‹ค ์—…๋ฐ์ดํŠธํ•ด ๋‚˜๊ฐ€๋Š” ๊ฒŒ ์ด ์„น์…˜์„ ํ’์„ฑํ•˜๊ฒŒ ๋งŒ๋“œ๋Š” ๋ฐฉ๋ฒ•์ด์—์š”. โ†“ Use the File System & Progressive Disclosure Skills๋Š” ํด๋”! ํŒŒ์ผ ์‹œ์Šคํ…œ ์ „์ฒด๋ฅผ ์ปจํ…์ŠคํŠธ ์—”์ง€๋‹ˆ์–ด๋ง๊ณผ ์ ์ง„์  ๊ณต๊ฐœ์˜ ์ˆ˜๋‹จ์œผ๋กœ ์ƒ๊ฐํ•˜๋ฉด ์ข‹์•„์š”. Claude์—๊ฒŒ ์–ด๋–ค ํŒŒ์ผ๋“ค์ด ์žˆ๋Š”์ง€ ์•Œ๋ ค์ฃผ๋ฉด, ํ•„์š”ํ•œ ์ˆœ๊ฐ„์— ์•Œ์•„์„œ ์ฝ์–ด์š”. - ์ž์„ธํ•œ ํ•จ์ˆ˜ ์‹œ๊ทธ๋‹ˆ์ฒ˜๋Š” references/api.md๋กœ ๋ถ„๋ฆฌ - ์ตœ์ข… ๊ฒฐ๊ณผ๋ฌผ ํ…œํ”Œ๋ฆฟ์€ assets/์— ํฌํ•จ - ๋ ˆํผ๋Ÿฐ์Šค, ์Šคํฌ๋ฆฝํŠธ, ์˜ˆ์‹œ๋ฅผ ๊ฐ๊ฐ ํด๋”๋กœ ๊ตฌ๋ถ„ ์ด ๊ตฌ์กฐ ๋•๋ถ„์— Claude๋Š” ์ฒ˜์Œ๋ถ€ํ„ฐ ๋ชจ๋“  ๊ฑธ ์ฝ์ง€ ์•Š๊ณ , ํ•„์š”ํ•œ ์ •๋ณด๋ฅผ ํ•„์š”ํ•œ ์‹œ์ ์— ๊บผ๋‚ด๋ณผ ์ˆ˜ ์žˆ์–ด์š”. โ†“ Avoid Railroading Claude Claude๋Š” ๊ธฐ๋ณธ์ ์œผ๋กœ ์ง€์นจ์„ ๋”ฐ๋ฅด๋ ค๊ณ  ํ•ด์š”. ๊ทธ๋ž˜์„œ Skills๊ฐ€ ๋„ˆ๋ฌด ์žฌ์‚ฌ์šฉ๋  ๋งŒํผ ๊ตฌ์ฒด์ ์ด๋ฉด ์˜คํžˆ๋ ค ๋ฌธ์ œ๊ฐ€ ์ƒ๊ธธ ์ˆ˜ ์žˆ์–ด์š”. ํ•„์š”ํ•œ ์ •๋ณด๋Š” ์ถฉ๋ถ„ํžˆ ์ฃผ๋˜, ์ƒํ™ฉ์— ๋งž๊ฒŒ ์ ์‘ํ•  ์—ฌ์ง€๋ฅผ ๋‚จ๊ฒจ๋‘์„ธ์š”. ์ •๋‹ต์„ ์•Œ๋ ค์ฃผ๊ธฐ๋ณด๋‹ค ํŒ๋‹จ ๊ธฐ์ค€์„ ์ฃผ๋Š” ๋ฐฉ์‹์ด ๋” ํšจ๊ณผ์ ์ด์—์š”. โ†“ Think through the Setup ์–ด๋–ค Skills๋Š” ์‚ฌ์šฉ์ž๋กœ๋ถ€ํ„ฐ ์ดˆ๊ธฐ ์ •๋ณด๊ฐ€ ํ•„์š”ํ•ด์š”. ์˜ˆ๋ฅผ ๋“ค์–ด ์Šคํƒ ๋“œ์—…์„ Slack์— ์˜ฌ๋ฆฌ๋Š” Skills๋ผ๋ฉด, ์–ด๋А ์ฑ„๋„์— ์˜ฌ๋ฆด์ง€ ๋ฌผ์–ด๋ด์•ผ ํ•˜์ฃ . ์ข‹์€ ํŒจํ„ด์€ config.json ํŒŒ์ผ์— ์„ค์ • ์ •๋ณด๋ฅผ ์ €์žฅํ•˜๋Š” ๊ฑฐ์˜ˆ์š”. ์„ค์ •์ด ์•„์ง ์—†๋‹ค๋ฉด Claude๊ฐ€ ์‚ฌ์šฉ์ž์—๊ฒŒ ๋ฌผ์–ด๋ณด๋„๋ก ๋งŒ๋“ค๊ณ , ๊ตฌ์กฐํ™”๋œ ์งˆ๋ฌธ์ด ํ•„์š”ํ•˜๋‹ค๋ฉด AskUserQuestion ๋„๊ตฌ๋ฅผ ์“ฐ๊ฒŒ ํ•˜๋ฉด ์ข‹์•„์š”. โ†“ The Description Field Is For the Model Claude Code๊ฐ€ ์„ธ์…˜์„ ์‹œ์ž‘ํ•˜๋ฉด, ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  Skills๋ฅผ description๊ณผ ํ•จ๊ป˜ ๋ชฉ๋ก์œผ๋กœ ๋งŒ๋“ค์–ด์š”. ์ด ๋ชฉ๋ก์„ ๋ณด๊ณ  "์ด ์š”์ฒญ์— ๋งž๋Š” Skills๊ฐ€ ์žˆ๋‚˜?"๋ฅผ ํŒ๋‹จํ•ด์š”. description์€ ์š”์•ฝ์ด ์•„๋‹ˆ๋ผ ํŠธ๋ฆฌ๊ฑฐ ์กฐ๊ฑด์ด์—์š”. "์–ธ์ œ ์ด Skills๋ฅผ ์จ์•ผ ํ•˜๋Š”์ง€"๋ฅผ ๋ช…ํ™•ํžˆ ์ ์–ด์•ผ, Claude๊ฐ€ ์ ์‹œ์— ๊บผ๋‚ด ์“ธ ์ˆ˜ ์žˆ์–ด์š”. โ†“ Memory & Storing Data Skills ์•ˆ์— ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•ด์„œ ์ผ์ข…์˜ ๋ฉ”๋ชจ๋ฆฌ๋ฅผ ๋งŒ๋“ค ์ˆ˜ ์žˆ์–ด์š”. ํ…์ŠคํŠธ ๋กœ๊ทธ ํŒŒ์ผ, JSON, ์‹ฌ์ง€์–ด SQLite๊นŒ์ง€ ๋‹ค์–‘ํ•˜๊ฒŒ ํ™œ์šฉ๋ผ์š”. ์˜ˆ๋ฅผ ๋“ค์–ด standup-post Skills๊ฐ€ standups.log๋ฅผ ๊ณ„์† ์Œ“์•„๋‘๋ฉด, ๋‹ค์Œ ์‹คํ–‰ ๋•Œ ์–ด์ œ์™€ ๋‹ฌ๋ผ์ง„ ์ ์„ ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ์–ด์š”. Skills ๋””๋ ‰ํ† ๋ฆฌ ์•ˆ์— ์ €์žฅ๋œ ๋ฐ์ดํ„ฐ๋Š” ์—…๊ทธ๋ ˆ์ด๋“œ ์‹œ ์‚ญ์ œ๋  ์ˆ˜ ์žˆ์–ด์š”. ์•ˆ์ •์ ์œผ๋กœ ๋ณด์กดํ•˜๋ ค๋ฉด ${CLAUDE_PLUGIN_DATA} ํด๋”๋ฅผ ์“ฐ๋Š” ๊ฒŒ ์ข‹์•„์š”. โ†“ Store Scripts & Generate Code Claude์—๊ฒŒ ์ค„ ์ˆ˜ ์žˆ๋Š” ๊ฐ€์žฅ ๊ฐ•๋ ฅํ•œ ๋„๊ตฌ ์ค‘ ํ•˜๋‚˜๋Š” ์ฝ”๋“œ ์ž์ฒด์˜ˆ์š”. ์Šคํฌ๋ฆฝํŠธ์™€ ํ—ฌํผ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ Skills์— ํฌํ•จํ•ด๋‘๋ฉด, Claude๋Š” ๋ณด์ผ๋Ÿฌํ”Œ๋ ˆ์ดํŠธ๋ฅผ ๋งค๋ฒˆ ์ƒˆ๋กœ ๋งŒ๋“œ๋Š” ๋Œ€์‹  "๋‹ค์Œ์—” ๋ญ˜ ํ• ๊นŒ"๋ฅผ ๊ณ ๋ฏผํ•˜๋Š” ๋ฐ ์ปจํ…์ŠคํŠธ๋ฅผ ์ง‘์ค‘ํ•  ์ˆ˜ ์žˆ์–ด์š”. ๋ฐ์ดํ„ฐ ๋ถ„์„ Skills๋ผ๋ฉด, ์ด๋ฒคํŠธ ์†Œ์Šค์—์„œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฐ€์ ธ์˜ค๋Š” ํ—ฌํผ ํ•จ์ˆ˜ ๋ชจ์Œ์„ Skills ํด๋”์— ๋„ฃ์–ด๋‘๋Š” ์‹์œผ๋กœ์š”. โ†“ On Demand Hooks Skills์—๋Š” ํ•ด๋‹น Skills๊ฐ€ ํ˜ธ์ถœ๋  ๋•Œ๋งŒ ํ™œ์„ฑํ™”๋˜๊ณ , ์„ธ์…˜์ด ๋๋‚˜๋ฉด ์‚ฌ๋ผ์ง€๋Š” ํ›…์„ ํฌํ•จํ•  ์ˆ˜ ์žˆ์–ด์š”. ํ•ญ์ƒ ์ผœ๋‘๊ธฐ๋Š” ๋ถ€๋‹ด์Šค๋Ÿฝ์ง€๋งŒ, ํŠน์ • ์ƒํ™ฉ์—์„  ๊ผญ ํ•„์š”ํ•œ ํ›…์— ๋”ฑ ๋งž์•„์š”. - /careful โ€” rm -rf, DROP TABLE, force-push๋ฅผ ์ฐจ๋‹จ. ํ”„๋กœ๋•์…˜ ์ž‘์—…ํ•  ๋•Œ๋งŒ ์ผœ๋Š” ์šฉ๋„ - /freeze โ€” ์ง€์ •ํ•œ ๋””๋ ‰ํ† ๋ฆฌ ๋ฐ–์˜ Edit/Write๋ฅผ ๋ง‰์•„์š”. "๋กœ๊ทธ๋งŒ ์ถ”๊ฐ€ํ•˜๊ณ  ์‹ถ์€๋ฐ ๋‹ค๋ฅธ ๊ฑธ ์ž๊พธ ๊ณ ์น˜๋„ค"๋ผ๋Š” ์ƒํ™ฉ์—์„œ ์œ ์šฉํ•ด์š” โ†“ Distributing Skills Skills๋ฅผ ํŒ€๊ณผ ๋‚˜๋ˆ„๋Š” ๋ฐฉ๋ฒ•์€ ๋‘ ๊ฐ€์ง€์˜ˆ์š”. - ๋ ˆํฌ์— ์ง์ ‘ ํฌํ•จ: ./.claude/skills ์•„๋ž˜์— ์ฒดํฌ์ธํ•˜๋Š” ๋ฐฉ์‹. ์†Œ๊ทœ๋ชจ ํŒ€, ์†Œ์ˆ˜์˜ ๋ ˆํฌ์—์„œ ์ž˜ ๋™์ž‘ํ•ด์š”. - ํ”Œ๋Ÿฌ๊ทธ์ธ ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค: ๋‚ด๋ถ€ ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค๋ฅผ ๋งŒ๋“ค์–ด ํŒ€์›์ด ํ•„์š”ํ•œ ๊ฒƒ๋งŒ ๊ณจ๋ผ ์„ค์น˜ํ•˜๋Š” ๋ฐฉ์‹. ๋ ˆํฌ์— ์ฒดํฌ์ธ๋œ Skills๋Š” ๋ชจ๋‘ ๋ชจ๋ธ ์ปจํ…์ŠคํŠธ๋ฅผ ์กฐ๊ธˆ์”ฉ ์†Œ๋ชจํ•˜๊ธฐ ๋•Œ๋ฌธ์—, ํŒ€๊ณผ ๋ ˆํฌ๊ฐ€ ๋งŽ์•„์งˆ์ˆ˜๋ก ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค๊ฐ€ ๋” ํšจ์œจ์ ์ด์—์š”. โ†“ Managing a Marketplace ์ค‘์•™์—์„œ ๋ฌด์—‡์„ ์˜ฌ๋ฆด์ง€ ๊ฒฐ์ •ํ•˜์ง€ ์•Š์•„์š”. ๋Œ€์‹  ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ์ธ๊ธฐ ์žˆ๋Š” Skills๋ฅผ ์ฐพ์•„๊ฐ€๋Š” ๋ฐฉ์‹์ด์—์š”. ์จ๋ณด๊ณ  ์‹ถ์€ Skills๊ฐ€ ์žˆ๋‹ค๋ฉด, GitHub์˜ sandbox ํด๋”์— ์˜ฌ๋ฆฌ๊ณ  Slack์œผ๋กœ ๊ณต์œ ํ•ด์š”. ์ถฉ๋ถ„ํžˆ ๊ฒ€์ฆ๋๋‹ค๊ณ  ํŒ๋‹จ๋˜๋ฉด ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค๋กœ PR์„ ์˜ฌ๋ฆฌ๋Š” ์‹์ด์—์š”. ๋‚˜์œ Skills๋‚˜ ์ค‘๋ณต Skills๋Š” ์ƒ๊ฐ๋ณด๋‹ค ์‰ฝ๊ฒŒ ์ƒ๊ฒจ์š”. ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค์— ์˜ฌ๋ฆฌ๊ธฐ ์ „์— ํ๋ ˆ์ด์…˜ ๊ณผ์ •์„ ๋‘๋Š” ๊ฒŒ ์ค‘์š”ํ•ด์š”. โ†“ Composing Skills Skills๋ผ๋ฆฌ ์˜์กด ๊ด€๊ณ„๋ฅผ ๋งŒ๋“ค ์ˆ˜ ์žˆ์–ด์š”. ์˜ˆ๋ฅผ ๋“ค์–ด ํŒŒ์ผ ์—…๋กœ๋“œ Skills์™€ CSV ์ƒ์„ฑ Skills๊ฐ€ ์žˆ๋‹ค๋ฉด, CSV ์ƒ์„ฑ Skills๊ฐ€ ์—…๋กœ๋“œ Skills๋ฅผ ์ด๋ฆ„์œผ๋กœ ์ฐธ์กฐํ•˜๋ฉด ๋˜๊ณ , ์„ค์น˜๋งŒ ๋ผ ์žˆ์œผ๋ฉด Claude๊ฐ€ ์•Œ์•„์„œ ์—ฐ๊ณ„ํ•ด์„œ ์จ์š”. ์˜์กด์„ฑ ๊ด€๋ฆฌ๊ฐ€ ์•„์ง ๋„ค์ดํ‹ฐ๋ธŒํ•˜๊ฒŒ ์ง€์›๋˜์ง„ ์•Š์ง€๋งŒ, ์ด๋ฆ„ ์ฐธ์กฐ ๋ฐฉ์‹์œผ๋กœ ์ถฉ๋ถ„ํžˆ ๊ตฌ์„ฑํ•  ์ˆ˜ ์žˆ์–ด์š”. โ†“ Measuring Skills PreToolUse ํ›…์„ ์ด์šฉํ•ด Skills ์‚ฌ์šฉ ๋กœ๊ทธ๋ฅผ ์Œ“์„ ์ˆ˜ ์žˆ์–ด์š”. ์ด๊ฑธ ํ™œ์šฉํ•˜๋ฉด ์–ด๋–ค Skills๊ฐ€ ์ธ๊ธฐ ์žˆ๋Š”์ง€, ์–ด๋–ค Skills๊ฐ€ ์˜ˆ์ƒ๋ณด๋‹ค ๋œ ๋ถˆ๋ฆฌ๋Š”์ง€ ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ์–ด์š”. Skills์˜ description์„ ๊ฐœ์„ ํ•  ๋•Œ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜์œผ๋กœ ํŒ๋‹จํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋˜์ฃ . โ†“ ๊ฒฐ๊ตญ ๋ชจ๋“  Skills๋Š” "๋ช‡ ์ค„์งœ๋ฆฌ ์ง€์นจ ํ•จ์ • ํ•˜๋‚˜"๋กœ ์‹œ์ž‘ํ–ˆ์–ด์š”. Claude๊ฐ€ ์ƒˆ๋กœ์šด ์—ฃ์ง€ ์ผ€์ด์Šค๋ฅผ ๋งŒ๋‚  ๋•Œ๋งˆ๋‹ค ์กฐ๊ธˆ์”ฉ ๋”ํ•ด์ง„ ๊ฒƒ๋“ค์ด ์Œ“์—ฌ์„œ, ์ง€๊ธˆ์˜ ์ˆ˜๋ฐฑ ๊ฐœ๊ฐ€ ๋๊ณ ์š”. ์ •๋‹ต์„ ์ฐพ์•„์„œ ๋งŒ๋“ค๊ธฐ๋ณด๋‹ค, ์ง€๊ธˆ ๋ง‰ํžˆ๋Š” ์ง€์  ํ•˜๋‚˜๋ฅผ Skills๋กœ ๋งŒ๋“ค์–ด ์‹œ์ž‘ํ•˜๋Š” ๊ฒŒ ๊ฐ€์žฅ ๋น ๋ฅธ ๋ฐฉ๋ฒ•!
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