惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

F
Fortinet All Blogs
宝玉的分享
宝玉的分享
酷 壳 – CoolShell
酷 壳 – CoolShell
T
The Exploit Database - CXSecurity.com
Help Net Security
Help Net Security
腾讯CDC
Project Zero
Project Zero
C
CXSECURITY Database RSS Feed - CXSecurity.com
IT之家
IT之家
C
Cyber Attacks, Cyber Crime and Cyber Security
T
Tailwind CSS Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
D
Darknet – Hacking Tools, Hacker News & Cyber Security
L
LINUX DO - 最新话题
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
T
Threatpost
N
News | PayPal Newsroom
C
Cybersecurity and Infrastructure Security Agency CISA
Hacker News - Newest:
Hacker News - Newest: "LLM"
S
SegmentFault 最新的问题
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
P
Proofpoint News Feed
A
Arctic Wolf
B
Blog RSS Feed
Forbes - Security
Forbes - Security
P
Privacy & Cybersecurity Law Blog
Attack and Defense Labs
Attack and Defense Labs
V2EX - 技术
V2EX - 技术
P
Proofpoint News Feed
I
Intezer
Application and Cybersecurity Blog
Application and Cybersecurity Blog
阮一峰的网络日志
阮一峰的网络日志
aimingoo的专栏
aimingoo的专栏
T
Tenable Blog
MyScale Blog
MyScale Blog
U
Unit 42
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
WordPress大学
WordPress大学
W
WeLiveSecurity
D
DataBreaches.Net
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
G
GRAHAM CLULEY
有赞技术团队
有赞技术团队
Martin Fowler
Martin Fowler
罗磊的独立博客
The Last Watchdog
The Last Watchdog
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
V
Vulnerabilities – Threatpost
美团技术团队
Microsoft Security Blog
Microsoft Security Blog

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
5 Claude Code Skills Every ADHD Developer Needs
Chudi Nnorukam · 2026-06-16 · via DEV Community

I have built 114 Claude Code skills. Most of them are engineering plumbing. But five of them exist for one reason only: my executive function has specific, repeatable holes, and I got tired of falling into the same ones. These five are not productivity hacks. Each one maps to a named ADHD deficit, and each one fills it the same way every time so I do not have to re-improvise around my own brain at 2pm.

If you want the broader system this sits inside, start with my Claude Code ADHD workflow and the CLAUDE.md guide. This post is the skills layer specifically.

What Is a Claude Code Skill?

A skill is a named, repeatable workflow you invoke with a slash command. Instead of re-prompting Claude Code from a blank slate every time ("okay, help me figure out what to work on, here is my situation again..."), you type /adhd-task-triage and it runs the same defined steps it ran yesterday. For an ADHD brain, that determinism is the feature. The skill does not depend on me remembering how to drive it. It just runs.

Custom skills live in a .claude/skills/<name>/SKILL.md file that describes what the skill does and when it should fire. You can build one for any gap you fall into more than twice.

1. adhd-task-triage: Energy-Based Prioritization

The gap it fills: task initiation paralysis.

Standard task managers sort by priority or deadline. That assumes you can act on the top item by willpower. ADHD does not work that way. The top-priority task and the task you can actually start right now are often different tasks, and trying to force the high-priority one when your initiation circuit is offline produces zero output and a guilt spiral.

adhd-task-triage sorts by available energy, not importance. You tell it where you are (wired, foggy, depleted), it looks at the work in front of you, and it hands back the task that matches the state you are actually in, not the one you wish you were in.

/adhd-task-triage

Why it helps specifically: it removes the moral framing. The question stops being "why can't you just do the important one" and becomes "what can this brain, in this state, actually initiate." Matching the task to the energy is how you get momentum, and momentum is the thing ADHD brains can ride once it exists.

2. mirror: The Counter to Discounting the Positive

The gap it fills: cognitive distortion, specifically discounting the positive.

"Discounting the positive" is a CBT term for a thinking pattern where you mentally delete your own wins. You shipped three features, but your brain only renders the one bug. ADHD comes bundled with this so often that it feels like just being realistic. It is not realistic. It is a measurement error, and it is corrosive, because a brain that cannot see its own progress loses the dopamine that progress is supposed to pay out.

mirror reflects back what I actually did, grounded in evidence, not vibes. It reads the session, the commits, the closed tasks, and tells me plainly: here is what shipped. Not cheerleading. Receipts.

/mirror

Why it helps specifically: ADHD reward systems are under-fueled, and discounting the positive starves them further. When the skill says "you closed four tasks and shipped the auth flow," and points at the commits, the distortion has nothing to push against. I cannot argue with the log. The win gets to count, which is the entire point.

The reason this works is that it is external and evidence-based. If I tell myself "good job," my brain discounts it instantly. If a tool shows me the commit history of what I closed today, the distortion has no grip. Externalize the scorekeeping and the distortion loses.

3. pickup: Session Resume for Context-Switching

The gap it fills: context-switch recovery cost.

Every interruption tears down the mental model of what I was doing. Rebuilding it is the 23-minute reconstruction tax that, for an ADHD brain, runs longer and hits more often. The worst version is the overnight gap: I close the laptop mid-thought and the next morning the entire working model is just gone.

pickup reconstructs the session for me. It reads where I left off, what was in flight, what was blocked, and summarizes the open state before I write a single line.

/pickup

Why it helps specifically: it converts a cold start into a warm one. The reconstruction that used to eat the first half hour of every session, the part where I open files semi-randomly trying to jog the memory, gets done by the skill in seconds. I am not rebuilding the model. I am reading it back.

4. schedule: A Patch for Time Blindness

The gap it fills: time perception distortion.

Time blindness is an ADHD hallmark: you cannot feel time passing, so "I'll just fix one thing" becomes a four-hour rabbit hole, and a two-hour task gets estimated at twenty minutes. You ship on deadline panic because your brain has no internal clock to pace against.

schedule puts external markers on the work: it sets up recurring checkpoints and time-boxed runs so the passage of time becomes visible instead of imagined. It is the external clock my brain does not have.

/schedule

Why it helps specifically: ADHD does not respond well to "be more aware of time," because the awareness machinery is the thing that does not work. It responds to external structure. A skill that interrupts at a real interval and asks "you set 45 minutes for this, you are at 60, still the right task?" gives me the time signal my brain cannot generate, at the moment the drift is happening rather than after.

5. librarian: Reducing the Cognitive Load of Navigation

The gap it fills: working-memory overload from holding a whole codebase in your head.

Navigating a large codebase means holding a map of it in working memory: where things are, what calls what, which file owns which concern. ADHD working memory cannot hold that map, so every navigation becomes a fresh, expensive search, and the expense itself becomes a reason to avoid touching unfamiliar parts of the code.

librarian walks the knowledge layer for me. Instead of me grepping around trying to reconstruct where a behavior lives, I describe what I am after and it returns the relevant pieces and how they connect. It holds the map so I do not have to.

/librarian

Why it helps specifically: it collapses the navigation tax. The mental energy I would spend reconstructing "where does this live and what touches it" is exactly the executive-function budget I do not have to spare. Offloading the map means I can spend that budget on the actual change instead of on finding the place to make it.

What This Looks Like in Practice

A real morning, lightly compressed, showing the five working as a chain rather than in isolation:

9:10  Sit down. No memory of yesterday's state.
      /pickup  ->  "You were mid-refactor on the signal loop, JWT
                    middleware blocked on a cookie setting. 2 tasks open."
      Cold start avoided. ~20 min reconstruction skipped.

9:14  Brain is foggy, not wired.
      /adhd-task-triage  ->  hands me the low-initiation-cost task
                            (write the middleware test), not the hard one.
      Momentum started instead of staring at the blank editor.

9:20  Need to change the auth schema but forget where it lives.
      /librarian  ->  returns the schema file + everything that touches it.
      Navigation tax collapsed. No grep spiral.

9:25  /schedule already running a 45-min checkpoint in the background.
      At 10:10 it pings: "60 min on a 45 task, still the right one?"
      Caught a hyperfocus drift before it ate the morning.

11:30 Brain says "you got nothing done."
      /mirror  ->  "3 tasks closed, middleware shipped, schema migrated.
                    Here are the commits."
      Distortion loses. The win counts.

None of these is doing anything a disciplined neurotypical developer could not do by hand. That is the point. They do it for me, the same way every time, so the doing does not depend on executive function I cannot summon on command.

How Do You Start Building Your Own?

Do not install five skills today. Pick the one deficit that costs you the most, mine was the cold-start reconstruction, and build or invoke the one skill that targets it. A skill is a SKILL.md file in .claude/skills/ that names what it does and when it triggers. Start there, use it for a week, and let the next-most-expensive gap tell you what to build next.

The pattern underneath all five is the same: name the executive-function gap precisely, then build a repeatable thing that fills it so you stop re-improvising around your own brain.

Frequently Asked Questions

What is a Claude Code skill?
A packaged capability you invoke by name (like /pickup) that runs a defined, repeatable workflow. Instead of re-prompting Claude from scratch each time, you call the skill and it runs the same proven steps every time.

Are these built into Claude Code?
Claude Code ships with a skill system and some bundled skills. Several here (like adhd-task-triage and mirror) are custom skills I built for my own setup. The transferable thing is the pattern: build a skill for any recurring executive-function gap.

Do I need ADHD for these to help?
No. They help anyone who context-switches a lot, undersells their progress, or loses the thread between sessions. ADHD just makes the gaps sharper, so the payoff comes faster.

How do I invoke a skill?
Type its slash command (for example /pickup) in Claude Code. Custom skills live in .claude/skills/ as a SKILL.md file that defines what the skill does and when it fires.

These skills are the executive-function layer on top of the working-memory layer from the CLAUDE.md guide. For the clinical picture of why each gap exists and how AI compensates, read how I use AI as an executive function prosthetic.


Originally published on chudi.dev