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Public story · 2026-02-28 · source-backed
Build a Private Claude Code Plugin Marketplace (intermediate, vibe-coding) — Bundle skills, agents, hooks, MCP servers into installable team plugins via GitHub repos. Docs
Google ADK TypeScript Multi-Agent Orchestration (intermediate, agent-patterns) — Code-first agent framework with SequentialAgent, ParallelAgent, LoopAgent, AgentTool. Guide
VibeSec-Skill: Bug Bounty Security Co-Pilot (beginner, agent-security) — Claude Code skill covering 5 vulnerability categories with framework-specific guidance. Covers ~60-70% of common vulns out of the box. GitHub
LiteLLM Multi-Provider Fallback (intermediate, ml-ops) — Production-ready multi-provider routing with 6 strategies, automatic failover, retry policies. Essential for vendor diversification. Docs
Four-Technique Context Engineering Stack (advanced, prompt-engineering) — Offloading, Reduction, Retrieval, Isolation. 26-54% token reduction while maintaining quality. Guide
Self-Reflection Security Prompting (beginner, vibe-coding) — Databricks: self-reflection prompts improve code security by 60-80%. After generating code, ask the model to review as a security engineer. Research
Claude Code Plugin Template with CI/CD (beginner, vibe-coding) — Pre-configured GitHub template for building and distributing plugins with automated validation. Template
Entro Agentic Intent Monitoring (intermediate, agent-security) — MCP audit plugin logging every prompt, tool invocation, and MCP request with intent classification. First production audit trail for coding agents. Info
LLM Watermark Radioactivity for Distillation Detection (advanced, ml-ops) — SynthID-Text in production on Gemini. Detect unauthorized model training on your API outputs. Paper
SBOM Audit for AI Dependencies (intermediate, saas-disruption) — Audit codebase for AI provider dependencies, map indirect dependencies, implement multi-provider abstraction. Guide
Each link below shares sources, entities, or timing with this story.
| # | Skill | Domain | Difficulty | |---|-------|--------|------------| | 1 | Claude Code /simplify + /batch — three-agent parallel review + codebase migrations | vibe-coding | intermediate | | 2 | Pipelock agent firewall — 9-layer DLP + MCP scanning inline proxy | agent-secur...
A GitHub repo cataloging Claude Code tips doesn't normally warrant a top story. But shanraisshan/claude-code-best-practice at 53.4K stars isn't a tips list anymore. It's the de facto reference for how an entire generation of developers is learning to work with AI coding agents...
1. Flip your multi-model pipeline to review-then-generate. Instead of using a reasoning model to plan before code generation, let the specialist generate freely and use reasoning tokens for review. Paper shows 90.2% pass@1 vs 87.2% for the planning pattern. Source 2. Audit you...
One Claude Code release fixed two independent permission-check bypasses on the same day. That's the story. Version 2.1.221, shipped August 4, patches a Bash tool bypass where zsh could execute hidden commands embedded inside [[ ]] regex conditionals. The approval prompt never...
1. Use claude agents --json to build session dashboards. Claude Code v2.1.145 outputs all live agent sessions as structured JSON with status, model, elapsed time, and parent relationships. Pipe it into a tmux status bar widget or session picker script for switching between bac...
1. Deploy Nemotron 3 Super for Agentic Reasoning (ml-ops, advanced) — 120B MoE activating only 12B params. vLLM with --reasoning-parser nemotron_v3. NVIDIA Blog 2. Build Multimodal RAG with Gemini Embedding 2 (ml-ops, intermediate) — Text, images, video, audio in one 3072-dim...
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