https://justmao.com/en/JustMaoJustMao's personal site: notes and thoughts on technology, reading, writing, and life. 2026-09-29T22:29:22+08:00 JustMao https://justmao.com/en/ Jekyll © 2026 JustMao /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png mattpocock/skills Series (4): Before AI Starts Coding, Decide Which Signal to Trust2026-09-29T15:32:58+08:00 2026-09-29T15:32:58+08:00 https://justmao.com/en/posts/mattpocock-skills-implementation-feedback-loops/ JustMao Once the tickets are ready, the AI writes both the code and the tests. This post explains what implement, tdd, diagnosing-bugs, and prototype each rely on to tell whether the work is right, and walks through a real red-to-green test cycle using a per-seat billing example. mattpocock/skills Series (3): Find the Gap First, Then Decide Whether to Write a Spec or Break Down Tickets2026-09-22T15:05:23+08:00 2026-09-22T15:05:23+08:00 https://justmao.com/en/posts/mattpocock-skills-specs-work-breakdown/ JustMao Once the requirements have been talked through, should you write a spec, break the work into tickets, or go ask the person who holds the answer? Using per-seat billing as the example, this post explains which kind of gap to-spec, to-tickets, triage, wayfinder, and to-questionnaire each fill. mattpocock/skills Series (2): Clarify Vague Requirements and Leave Behind a Shared Vocabulary2026-09-21T15:04:43+08:00 2026-09-21T15:04:43+08:00 https://justmao.com/en/posts/mattpocock-skills-requirements-shared-language/ JustMao A walkthrough of the grill-me and grill-with-docs interview flow: how to clarify requirements by asking questions in dependency order, and how to write confirmed terms and a few key decisions back into the project. mattpocock/skills Series (1): Set Up Your Project Rules First, Then Let ask-matt Find the Next Step2026-09-21T11:16:29+08:00 2026-09-21T11:16:29+08:00 https://justmao.com/en/posts/mattpocock-skills-setup-routing-guide/ JustMao You don't need to memorize 25 skills to start using mattpocock/skills. This post covers how to install them, what setup-matt-pocock-skills leaves behind in your project, and how to use ask-matt to find your next step. OpenWiki Can Track Code Changes, but It Can't Prove the Docs Are Correct2026-09-19T08:20:00+08:00 2026-09-19T08:20:00+08:00 https://justmao.com/en/posts/openwiki-agent-docs-maintenance/ JustMao OpenWiki uses Git changes and Grounded Claims to find which repo wiki pages need updating, but an all-green source check only means the citations haven't gone stale. This post walks through the 0.5.2 source to show how far it actually goes and what adopting it costs.