Tag: productivity
All the articles with the tag "productivity".
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A Weekly Checklist Run by AI Only Ever Grows, So I Added a Subtraction Step
When one person or a small team has an AI run routine work from a checklist, the list only grows. Why that happens, and the monthly subtraction review I added.
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讓 AI 跑的每週清單只會變長,我替它加了一道減法
一個人或小團隊讓 AI 照清單跑例行工作,清單只會越加越長。這篇寫清單為什麼會變長,以及我怎麼替它加每月一次的減法檢視。
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Measuring Again Three Months Later: From AI Adoption L2.5 to L3
In July I rated myself L2.5 on Boris's AI adoption table. Three months later I measured again: Claude can reach my knowledge base and old chats, code goes through Codex review first, schedules run everything, and 430 sessions in two weeks were started by code.
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三個月後重量一次:我從 AI 導入 L2.5 站上 L3
七月照 Boris 的 AI 導入分級表自評 L2.5,三個月後重新量一次:知識庫和舊對話 Claude 自己拿得到、程式先過 Codex 審查、排程全面上線,兩週 430 場 Claude 是程式叫起來的。
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How I use herdr: three workspaces for standing, today and long-term
After Opus 5.5 analyzed 30 days of my session logs, I split herdr into standing, today and long-term workspaces. Four status lights keep the standing agent aware, and Opus can jump into the next pane to rescue a task.
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我怎麼用 herdr:常駐、今日、長期三個工作區
請 Opus 5.5 分析 30 天 session log 後,我把 herdr 工作區分成常駐、今日、長期;四種燈號讓常駐 agent 掌握全場,還能叫 Opus 跳到隔壁窗格救場。
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Running 5+ Claude Code/Codex at Once: My Five Fixes for the Attention Bottleneck
Once I have more than 5 Claude Code/Codex windows going, I hit an attention bottleneck — constant context switching is genuinely exhausting. Five things that get me past it: a good multi-window manager, voice input, an overnight schedule, a reviewable skill, and regular pruning.
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同時開 5 個以上 Claude Code/Codex,我的五個注意力瓶頸解法
同時開超過 5 個 Claude Code/Codex 視窗時會遇到注意力瓶頸,一直 context switching 真的很累。分享目前跳脫這個瓶頸的五個做法:多窗口管理器、語音輸入、夜間排程、reviewable skill、定期做減法。
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I Built a Skill That Semantically Searches My Old Claude Code / Codex Sessions
I keep forgetting which session a demo came from, only remembering roughly how many days ago and roughly what I did. So I built a skill that can search all my past Claude Code / Codex sessions by meaning, not just keywords.
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我做了一個能語意搜尋 Claude Code / Codex 舊對話的 SKILL
備課時常常忘記某個示範是哪場對話做的,只記得大概幾天前、做過什麼。我做了一個 SKILL,能語意模糊搜尋過去所有 Claude Code / Codex 對話,不只靠關鍵字比對。
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Information Diet: I Pulled My Own Chrome History and Audited Where My Attention Goes
People obsess over whether every bite of food is clean, then swallow piles of dirty info online without a second thought. So I pulled my own Chrome history db and had it analyze my browsing habits. A few sections came out uglier than I expected.
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Information Diet:我抓自己的 Chrome 瀏覽紀錄,做了一次注意力盤點
現代人極度在意吃進口裡的每一塊食物乾不乾淨,卻毫不在乎上網吃到的一大堆 Dirty Info。所以我抓了自己的 Chrome 瀏覽紀錄 db,讓工具分析我的上網習慣,結果有幾段比我預期的難看。
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My Context Window Is More Fragile Than Today's Frontier Models: I Open-Sourced a Document Review SKILL
Working with an agent drains my attention, so I worked out a review loop: he writes the full proposal, I review it by voice, he revises, I go eat and exercise, then v2 shows up.
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我的 Context Window 比當今大模型還脆弱:我開源了一個文檔審查 SKILL
跟 Agent 合作會注意力耗弱,於是我摸索出一套審查流程:請他出完整提案書,我錄音審查,他改,我去吃飯運動,等 v2。
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Two Habits for Voice-Driving Coding Agents, and I Am Still Finding the Balance
Short instructions go through push-to-talk; walking through a whole course outline or system architecture goes through a full QuickTime recording that I hand to the AI to transcribe and execute. Plus the setup I use to burn the AI quota that came free with Google Drive.
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語音下指令的兩種習慣,我還在找平衡
用 Claude Code 或 Codex 時,短指令我用隨按即錄,要盤點整套思路時我改開 QuickTime 完整錄音,再丟給 AI 轉錄執行。附上我拿 Google 雲端硬碟送的額度做轉錄的設定。
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I'm Stuck at Stage 2.5 of AI Adoption
After watching Boris Cherny break down the stages of AI adoption, it hit home: I'm stuck at stage 2.5, where limited attention plus low trust becomes a vicious cycle. This week I used late-night schedules, a morning dashboard, and herdr auto-spawning sessions to cut a 4-5 hour workflow down to 1-2 hours.
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Second Harness Diet: Global Skills From 58 Down to 40
A follow-up to the harness diet series: six months later, a bigger cleanup that cut my global skills from 58 down to 40, start to finish.
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我卡在 AI 導入的 2.5 階段
看了 Boris Cherny 分享的 AI 導入階段框架後有感而發:我卡在 2.5 階段,注意力有限加信任不足變成惡性循環,這週靠深夜排程、晨間儀表板、herdr 自動開 session 把 4-5 小時的協作壓到 1-2 小時。
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第二次 harness 減肥:全域 skills 58 砍到 40
接續 harness 減肥系列,半年後做了第二輪更大規模的整理,把全域 skills 從 58 個砍到 40 個的完整過程。
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A Few Months With Claude Code: The Companion Tools and Resources I've Accumulated
Pulling together what had been scattered across my micro-notes: ccusage for costs, claude-log-cli for finding old conversations, how-claude-code-works for systematic understanding, plus the Claude Extension I pair with it daily.
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Claude Code To-Do Tiering: Auto / Review / Collaborate / Manual
A small discovery from using Claude Code: sort to-dos by repo, then into four tiers — auto, review, collaborate, manual. Stuff that used to drag on all day now finishes in an hour.
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用 Claude Code 這幾個月,累積下來的周邊工具與學習資源
把這幾個月散落在碎念裡的東西整理成一篇:看成本的 ccusage、查歷史對話的 claude-log-cli、系統性理解的 how-claude-code-works,再加上日常搭配的 Claude Extension。
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Claude Code 待辦分級制:自動/審核/協作/手動四級分流
一個用 Claude Code 的小發現:把待辦先分 repo 再分成自動/審核/協作/手動四級,原本拖一整天的事 1 小時內就做完了。
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Covey's time management matrix, now with Claude Code—how each quadrant shifts
Covey's time management matrix from The 7 Habits of Highly Effective People splits time on two axes: important × urgent. Drop Claude Code into the picture and each quadrant's time allocation shifts. The long-term compounding from AI isn't in Q1, it's in Q2.
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Covey 七個習慣的時間矩陣放上 Claude Code 之後——每一格的時間分配怎麼變
Covey《高效能人士的七個習慣》的時間矩陣是兩軸切四象限,重要 × 緊急。把 Claude Code 放進去之後,每一格的時間分配會被重新洗牌。Q1/Q3 被 AI 吃掉,多出來的時間搬到 Q2 才是 AI 協作的長期複利。
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Two HTML/PDF Rendering Traps: Chrome Print Margin and qlmanage's Single-Page Problem
This week I exported a client proposal as HTML→PDF and split an internal report from PDF→images page by page. Both flows had a seemingly unsolvable trap. Each fix is one line of code, but tracking down that line cost me real time.
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兩個 HTML / PDF 渲染陷阱:Chrome print margin 和 qlmanage 的 1 張縮圖
這禮拜寫了客戶提案的 HTML→PDF 和內部報告的 PDF→圖逐頁拆分,兩個流程都有一個看似無解的陷阱。解法都是一行事情,但找到那一行花了我一小時。
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Make a Claude Code Tutorial Video in 30 Minutes with Remotion Skill
I'd had the Remotion skill installed for a while, mostly just playing with it. Once I started making a free Claude Code tutorial series, I realized how good it actually is—from script discussion to export, 30 minutes gets you a 15-minute video with no retakes.
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用 Remotion Skill 半小時拍一支 Claude Code 教學影片
Remotion skill 我下載好一陣子了,一開始只是玩玩。最近開始錄 Claude Code 免費教學系列才發現真的太好用——從口白討論到剪輯渲染,半小時出一支 15 分鐘影片,不 NG 也不費力。
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Mirror System: Weekly Reviews Without the Comfort
Normal weekly reviews let you make excuses for yourself. Mirror System doesn't offer reassurance — just feed your daily notes to Claude and watch it surface the patterns you've been avoiding.
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Mirror System:用 Claude 做不帶安慰的週回顧
普通的週回顧,你會幫自己找理由。Mirror System 不要肯定,不要安慰,只要事實——把本週 daily notes 餵給 Claude,看它反照出你不想正視的模式。
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Obsidian + Claude Code: My Daily Knowledge Management Workflow
Put your entire life into Obsidian, then let Claude Code tap in. How I do daily logs, manage to-dos, and why local Markdown beats Notion.
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Obsidian + Claude Code:我的日常知識管理工作流
把人生都放到 Obsidian,再讓 Claude Code 接入。日誌怎麼記、待辦怎麼管、為什麼本地 Markdown 勝過 Notion。
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I scanned 500 Claude Code sessions and the AI stopped making the same mistakes
I used claude-log to scan 500+ Claude Code sessions across 6 projects, extracted every time I yelled at the AI, and turned those into CLAUDE.md rules. Here's what I found.
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Claude Code 對話紀錄怎麼挖:我掃了 500 個 session,讓 AI 不再犯同樣的錯
用 claude-log 工具掃描歷史對話,從你罵 AI 的紀錄中提煉規則寫進 claude.md,讓 Claude Code 真正學會不再踩同一個坑。
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My AI Workflow: Convergence and Divergence
Distilling my AI collaboration philosophy into two modes -- convergence and divergence. Plus how I build a personal knowledge base, and my day-to-day practice of running multiple agents in parallel.
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我的 AI 工作流:收斂與發散
把跟 AI 協作的心法整理成「收斂」與「發散」兩個模式。加上個人知識庫的建構方法,以及多 Agent 並行的日常實踐。