Agentic Coding
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Interview your way to consistency, 1,500 skills in one install, context tricks that actually stick
1 Min. Lesezeit
Interview protocol for consistency
The fix for Claude drift isn't more instructions—it's better language.
A new interview-based approach uses a /brief skill that forces six one-sentence answers, then saves that precise vocabulary to a context file that loads every session [Source: Prosper]. Instead of vague CLAUDE.md files that Claude reinterprets differently each time, you're building decision-tested phrasing that compounds in precision. The technique works across code, research, and strategy—any domain where you need consistent output across sessions.
Your context file becomes a living contract that gets sharper every time you refine it.
Antigravity skill library
You can now install 1,500+ skills with a single command.
Antigravity Awesome Skills hit version 12.2.1 with role-based bundles for specific outcomes like shipping an MVP or hardening for production [Source: GitHub]. The library organizes skills into specialized plugins—web apps, security, DevOps, QA—so you can grab focused subsets instead of everything at once. It works across Claude Code, Cursor, Codex CLI, and Gemini CLI with official contributions from Anthropic, Vercel, Supabase, and over 100 community developers. Remember last week's skill budget fraction discovery? This is where curation matters most.
Run npx antigravity-awesome-skills and start pruning ruthlessly.
Context window tactics
Your context window has an 80% cliff—and now there's a full playbook for it.
A detailed guide walks through the /compact command for mid-session compression, handoff notes for continuity between sessions, and checkpoint strategies that preserve architectural decisions when you hit the limit [Source: ClaudeFast]. The key insight: break work into context-sized chunks with natural breakpoints, complete each component before integration, and use your CLAUDE.md file as persistent memory that survives restarts. Combined with the earlier coverage on the 80/20 rule, you now have the full picture.
Build the exit-before-80 habit—your sessions will thank you.
Vibe coding to agentic engineering
Someone finally organized the path from prompting to production patterns.
A new best-practices repository compiles 83 tips across prompting, planning with specs, context management, and advanced agentic patterns like subagents and parallel agent teams [Source: GitHub]. It covers the Research → Plan → Execute → Review → Ship workflow, command-agent-skill orchestration, and curates 25+ skill repositories alongside video resources including Matt Pocock's full workflow walkthrough from April. The collection addresses context rot at 300-400k tokens and permission handling through auto mode and sandboxing.
This is your weekend reading list—bookmark it before it gets buried.
shanraisshan/claude-code-best-practice: from vibe coding to agentic ...8 hours ago ... AGENT COLLECTIONS. Repos primarily known as curated libraries of subagent definitions ( .claude/agents/*.md ). Sorted by ...github.com
This GitHub repository provides comprehensive resources on advanced Claude Code practices directly aligned with your interests. It covers best practices for working with AI agents, including detailed guidance on using AGENTS.md files, Skills organization in .claude/skills/ directories, and PRD workflow patterns through the Research → Plan → Execute → Review → Ship architectural model. The repo features 83 actionable tips and tricks organized by topic including prompting, planning with specs, context management, session workflows, and advanced agentic patterns like subagents for context isolation and agent teams for parallel development. The content includes multiple development workflow methodologies (11 featured, including "Everything Claude Code" with 210k stars and "Superpowers" with 221k stars) that demonstrate command → agent → skill orchestration patterns, plus curated collections of 25+ skill repositories and agent libraries. Video and podcast resources highlight "From Vibe Coding to Agentic Engineering" (Andrej, May 2026) and "Full Walkthrough: Workflow for AI Coding" (Matt Pocock, April 2026) covering advanced techniques, while documented best practices address efficient prompt engineering, phase-wise gated planning with vertical slices, context rot management at 300-400k tokens, and permission handling through auto mode and sandboxing.
You're Fixing AI Inconsistency Wrong. Here's What Works. - Prosper17 hours ago ... Skill file, context template, and what to add to your CLAUDE.md or AGENTS.md to fix it for good. ... Claude Code users: save it as SKILL.md inside .claude ...prosperinai.substack.com

The user is interested in best practices for AI agents, efficient use of Claude Code with PRD documents and AGENTS.md files, and advanced agentic coding techniques. The website content directly addresses their intent. This article describes a system for fixing Claude's inconsistency across sessions by using an interview-based approach to build precise shared language. The author developed a /brief skill that conducts a six-question interview forcing one-sentence answers, then saves the resulting language to a context file that loads in each new session. This approach, inspired by Matt Pocock's /grill-me skill, addresses the problem of Claude drifting between sessions by replacing vague CLAUDE.md files with decision-tested language that gets progressively more refined. The system works across domains including code, research, and strategy, and the author emphasizes that the solution to AI inconsistency isn't more instructions but better language forged through interrogation, which creates a living context file that compounds precision over time.
Claude Code Context Window: Optimize Your Token Usage11 hours ago ... CLAUDE.md as Persistent Memory. Your CLAUDE.md file persists across ... Learn this and four other Claude Code best practices that compound over time.claudefa.st

The website content provides practical guidance on managing Claude Code's context window for larger projects, covering token optimization strategies like the 80/20 rule for task complexity, the /compact command for conversation compression, and techniques for maintaining persistent project knowledge through CLAUDE.md files. It explains context recovery methods when losses occur mid-session, monitoring approaches using the status bar and /context command, and handoff note strategies for continuity between sessions. The guide emphasizes breaking work into context-sized chunks with natural breakpoints, completing components before integration, and using checkpoint notes to preserve architectural decisions and patterns across session restarts.
sickn33/antigravity-awesome-skills - GitHub18 hours ago ... ... agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and ...github.com
Antigravity Awesome Skills is a large installable library of 1,525+ reusable SKILL.md playbooks designed for Claude Code, Cursor, Codex CLI, Gemini CLI, and other AI coding assistants. The repository provides structured operating instructions organized into specialized plugins, bundles, and workflows across development, testing, security, infrastructure, product, and marketing domains. Users can install the full library with `npx antigravity-awesome-skills` or choose focused specialized plugins for specific workflows like web apps, security, data analytics, DevOps, QA, OSS maintenance, and agentic systems. The project includes role-based bundles for outcomes like shipping a SaaS MVP or production hardening, machine-readable workflows for ordered execution, and a searchable hosted catalog. Version 12.2.1 is trusted by 40,000+ GitHub stargazers and integrates official skills from Anthropic, Vercel Labs, OpenAI, Supabase, Microsoft, Google Gemini, Apify, and over 100 community contributors.