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Artikel · Samstag, 17. Oktober 2026

Agentic Coding

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Agentic Coding
Samstag, 17. Oktober 2026
AI Agents - Agentic Coding

Claude Code power moves, Cowork ships cross-app agents, and Skills get a masterclass

2 Min. Lesezeit

Power User Workflow Patterns

The Claude Code team just published their internal playbook.

The headline technique is parallel execution—running 3-5 Claude sessions across git worktrees, each testing independently and creating PRs without stepping on each other [Source: Claude Help]. Use /batch to fan out large migrations across dozens of worktree agents. The team calls verification the single most impactful practice: give Claude domain-specific tools like browser extensions or test suites to check its own output before you ever see it. Pair that with plan mode (Shift+Tab) using Opus for architecture decisions—slower per token but sharper reasoning.

This is the workflow that ships at Anthropic speed.

Claude Cowork Knowledge Agent

Your agents just learned to work across apps, not just files.

Claude Cowork launched as a knowledge work agent that automates multi-step tasks spanning local files, Slack, and Google Drive—handling deliverables with citations while you focus on strategy [Source: Claude]. The product guide maps when to use chat for conversational drafting, Claude Code for coding, and Cowork for cross-app research briefs, meeting prep, and recurring reports. Plugins extend it for marketing and product management workflows specifically.

If you've been manually stitching outputs between tools, this is the automation layer you wanted.

.claude/ Folder Architecture

Your folder structure determines whether Claude remembers or forgets.

The emerging best practice splits .claude/ into six directories: CLAUDE.md for project instructions under 200 lines, rules/ for modular code style and API conventions, commands/ for repeatable slash workflows, skills/ for auto-triggered capabilities, agents/ for isolated subagent personas, and settings.json for permissions [Source: LinkedIn]. The two-layer system—project-level .claude/ shared with your team and personal ~/.claude/ for global preferences—gives you consistency without rigidity. Run /init on day one, then write clear skill descriptions so auto-triggering actually fires.

This is infrastructure that prevents context amnesia across sessions.

Skills Masterclass Incoming

Skills are moving from power-user trick to required knowledge.

Nick Babich is running a masterclass on November 30 covering Skill anatomy, the differences between Skills, Plugins, and Mods, and multi-step agentic workflows that chain them together—like auto-updating usability screeners when a PRD changes [Source: LinkedIn]. The session also tours three community Skill repositories worth bookmarking: Agent Skills, Humanizer, and Claude Code Security Review. A 40% discount is floating around.

If your Skills folder is still empty, this is the push to fill it.

Quellen
Claude Code power user tips | Claude Help Center
Claude Code power user tips | Claude Help Center
12 hours ago ... This article collects workflow tips from the Claude Code team at Anthropic. These practices cover parallel execution, planning, automation, verification, ...
support.claude.com
KI-Zusammenfassung

The Claude Code Power User Tips guide covers advanced workflow patterns for shipping code faster, with several practices directly relevant to agentic coding and developer productivity. Key techniques include running 3-5 parallel Claude sessions using worktrees for isolation, and using /batch to fan out large migrations across dozens of worktree agents that test independently and create PRs. For planning complex tasks, the guide recommends using plan mode (Shift+Tab) to refine architecture before implementation, with Opus as the recommended model for its superior reasoning and tool use despite being slower per token. The guide emphasizes verification as the single most impactful practice—giving Claude ways to check its own output through domain-specific tools like the Chrome extension for frontend work or test suites. For managing knowledge across sessions, the team uses CLAUDE.md files checked into git to capture mistakes and rules, combined with auto-memory that consolidates preferences between sessions. Custom skills in .claude/skills/ and subagents in .claude/agents/ automate repeated workflows, with examples including /batch for migrations, /loop for recurring local tasks, and specialized agents for code review, validation, and simplification. Additional productivity patterns include using /btw for sidebar questions during active work, /simplify for parallel code quality reviews, and prompting techniques like "Grill me on these changes" to force validation before shipping.

Quelle öffnen
Claude AI Projects and Artifacts Workflow Guide - LinkedIn
Claude AI Projects and Artifacts Workflow Guide - LinkedIn
5 hours ago ... I've spent at least 60' every day for the last couple of months vibe coding on Claude Code... and most of the time I did it wrong!
linkedin.com
KI-Zusammenfassung

The .claude/ folder structure is critical for effective Claude Code work. A well-organized setup includes CLAUDE.md (project instructions under 200 lines), rules/ (modular guidelines for code style, testing, API conventions), commands/ (repeatable workflows as slash commands), skills/ (auto-triggered capabilities), agents/ (isolated subagent personas with custom tools), and settings.json (permission controls). The two-layer system—project-level .claude/ (shared with team) and personal ~/.claude/ (global across repos)—allows both consistency and individual flexibility. Production-ready Claude Code requires more than just prompts; it's infrastructure that prevents Claude from consuming excess context, repeating mistakes, and losing project conventions across sessions. Key practices include running /init on day one, organizing the .claude/ directory properly, writing clear skill descriptions for auto-triggering, using the memory hierarchy, and adding hooks for critical rules since hooks are enforced while memory is advisory.

Quelle öffnen
Nick Babich's Post - Design with Claude Code Masterclass - LinkedIn
Nick Babich's Post - Design with Claude Code Masterclass - LinkedIn
18 hours ago ... Claude Code Skills for Product Designers: Masterclass Skills are structured sets of instructions and workflows that help Claude Code optimize its behavior ...
linkedin.com
KI-Zusammenfassung

Claude Code Skills are structured instruction sets that optimize AI behavior for specific tasks, moving beyond generic outputs to tailored results. Nick Babich is running a masterclass on November 30 covering Skill anatomy and structure (including SKILL.md frontmatter and body), differences between Skills, Plugins, and Mods, ready-to-use workflow automation examples for UI design reviews and PRD-to-user-flow conversions, Figma Skills integration, and multi-step agentic workflows that chain Skills together—such as automatically updating usability screeners when a PRD changes. The masterclass also covers three valuable community Skill repositories: Agent Skills, Humanizer, and Claude Code Security Review, with a 40% discount available.

Quelle öffnen
The Claude Cowork product guide
The Claude Cowork product guide
2 hours ago ... Seven common Claude Cowork workflows, including research briefs, meeting prep, and recurring reports ... How the Claude Code team does code review. How do you ...
claude.com
KI-Zusammenfassung

Claude Cowork is a new knowledge work agent that automates multi-step tasks across local files and connected apps like Slack and Google Drive, allowing you to focus on strategic work while Claude handles deliverables with citations. The product guide covers core capabilities including local file access, subagents, and long-running scheduled tasks, plus a matrix for choosing between chat for conversational drafting, Claude Code for coding, and Claude Cowork for cross-app knowledge work. Seven common workflows are documented including research briefs, meeting prep, and recurring reports, with plugins available for specific knowledge work in marketing and product management.

Quelle öffnen
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