--- title: mattpocock/skills: Learn the whole flow, end-to-end description: A walkthrough tutorial for the mattpocock/skills GitHub repo (162k stars, 7.5M downloads), demonstrating the end-to-end workflow for AI-assisted development.... canonical: https://daily.dev/posts/mattpocock-skills-learn-the-whole-flow-end-to-end-ge7l5ksx8 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: mattpocock/skills: Learn the whole flow, end-to-end | daily.dev og:description: A walkthrough tutorial for the mattpocock/skills GitHub repo (162k stars, 7.5M downloads), demonstrating the end-to-end workflow for AI-assisted development.... og:url: https://daily.dev/posts/mattpocock-skills-learn-the-whole-flow-end-to-end-ge7l5ksx8 og:image: https://api.daily.dev/og/posts/gE7L5ksX8.png og:image:alt: mattpocock/skills: Learn the whole flow, end-to-end og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # mattpocock/skills: Learn the whole flow, end-to-end **[Matt Pocock](https://daily.dev/sources/mattpocock)** · 17 min read · 0 upvotes · 0 comments ## Summary A walkthrough tutorial for the mattpocock/skills GitHub repo (162k stars, 7.5M downloads), demonstrating the end-to-end workflow for AI-assisted development. Covers installation via npx, configuring skills for Claude Code and other agents, and the main flow: using 'grill with docs' to interview and plan, 'to spec' to compress discussion into a spec document, 'to tickets' to break work into context-window-sized chunks, and 'implement' to execute with automated code review. Emphasizes managing LLM context windows (staying under ~140k tokens for quality), using sub-agents for code review, and integrating with issue trackers like GitHub, Jira, Linear, or local markdown. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#ai-coding](https://daily.dev/tags/ai-coding), [#claude-code](https://daily.dev/tags/claude-code) [View this post on daily.dev](https://daily.dev/posts/mattpocock-skills-learn-the-whole-flow-end-to-end-ge7l5ksx8) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"mattpocock/skills: Learn the whole flow, end-to-end","url":"https://daily.dev/posts/mattpocock-skills-learn-the-whole-flow-end-to-end-ge7l5ksx8","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/mattpocock-skills-learn-the-whole-flow-end-to-end-ge7l5ksx8"},"datePublished":"2026-07-16T09:45:43.183Z","dateModified":"2026-07-16T18:21:13.535Z","description":"A walkthrough tutorial for the mattpocock/skills GitHub repo (162k stars, 7.5M downloads), demonstrating the end-to-end workflow for AI-assisted development....","image":"https://i.ytimg.com/vi/M6mYodf0dJM/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/M6mYodf0dJM/sddefault.jpg","isAccessibleForFree":true,"articleSection":"Matt Pocock","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Matt Pocock","logo":"https://media.daily.dev/image/upload/s--9QIam1r2--/f_auto/v1726499589/logos/mattpocock","url":"https://daily.dev/sources/mattpocock"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/mattpocock-skills-learn-the-whole-flow-end-to-end-ge7l5ksx8","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,ai-coding,claude-code","timeRequired":"PT17M","video":{"@type":"VideoObject","name":"mattpocock/skills: Learn the whole flow, end-to-end","description":"A walkthrough tutorial for the mattpocock/skills GitHub repo (162k stars, 7.5M downloads), demonstrating the end-to-end workflow for AI-assisted development....","thumbnailUrl":"https://i.ytimg.com/vi/M6mYodf0dJM/sddefault.jpg","uploadDate":"2026-07-16T09:45:43.183Z","duration":"PT17M","url":"https://api.daily.dev/r/gE7L5ksX8","embedUrl":"https://www.youtube.com/embed/M6mYodf0dJM"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Matt Pocock","item":"https://daily.dev/sources/mattpocock"},{"@type":"ListItem","position":3,"name":"mattpocock/skills: Learn the whole flow, end-to-end"}]} ```