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Artikel · Sonntag, 4. Oktober 2026

Agentic Coding

Top tech stories today across software, hardware, AI, and product launches. Senior engineer audience — skip rumour churn and pre-announcement leaks. Lead with shipping-now stories and what changed for builders.

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Agentic Coding
Sonntag, 4. Oktober 2026
AI Agents - Agentic Coding

Agent Skills ships 25 production workflows, anti-rationalization tables keep your shortcuts honest

1 Min. Lesezeit

Agent Skills Framework

Your agent just got a senior engineering playbook.

Addy Osmani released Agent Skills, a framework packaging 25 structured workflows for Claude Code, Cursor, and 70+ other agents [Source: GitHub]. The workflows span the full development lifecycle—define, plan, build, verify, review, ship—with nine slash commands that activate relevant patterns automatically. Install via npx or native integrations; the framework embeds practices from Google's engineering culture including test pyramids and trunk-based development.

If your agent lacks guardrails, this fills the gap.

Anti-Rationalization Tables

The most interesting pattern isn't the workflows—it's the countermeasures.

Each Agent Skills workflow includes anti-rationalization tables that preemptively counter the shortcuts you're tempted to take—"I'll add tests later" gets a structured rebuttal before you skip them [Source: GitHub]. The tables pair with verification gates that enforce quality standards at each step. This constraint-driven approach treats your future weak moments as known failure modes rather than surprises.

Worth stealing for your own AGENTS.md files.

Specialist Personas

Four expert roles now come prebuilt.

Agent Skills ships with specialist personas for code review, test engineering, security auditing, and web performance auditing, plus seven reference checklists covering testing patterns, security, performance, and observability [Source: GitHub]. The /build command auto-generates plans and implements tasks autonomously once you approve them. Context-engineering principles guide how information flows to your agent at each step.

Pair these with the three-layer review pattern from yesterday and your verification pipeline gets serious.

Quellen
addyosmani/agent-skills: Production-grade engineering ... - GitHub
addyosmani/agent-skills: Production-grade engineering ... - GitHub
20 hours ago ... performance-optimization ... Agent Skills gives agents structured workflows that enforce the same discipline senior engineers bring to production code.
github.com
KI-Zusammenfassung

Agent Skills is a production-grade engineering framework that packages 25 structured workflows for AI coding agents like Claude Code and Cursor. The skills encode senior engineering practices across the full development lifecycle—define, plan, build, verify, review, and ship—with 9 slash commands (/spec, /plan, /build, /test, /review, /ship, etc.) that activate relevant workflows automatically. Each skill includes step-by-step processes, anti-rationalization tables that counter common shortcuts (like "I'll add tests later"), and verification gates to enforce quality. Key features include /build auto-generating plans and implementing tasks autonomously once approved, context-engineering for optimal information delivery, and constraint-driven development to set and enforce quality standards. The framework installs into 70+ agents via npx (or native integrations for Claude Code, Cursor, Codex, Gemini CLI, Windsurf, and others) and embeds best practices from Google's engineering culture—including test pyramids, Hyrum's Law, trunk-based development, and code-as-liability mindset. Supporting materials include 4 specialist personas (code-reviewer, test-engineer, security-auditor, web-performance-auditor) and 7 reference checklists covering testing patterns, security, performance, and observability.

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