What Kind Agent Are We Creating: Codebase or Skills?

People often find themselves confused when they encounter financial service agents released by Claude Code, only to discover they're just a collection of skill.md files. Are agents really that simple? Aren't they supposed to be complex codebases filled with numerous coding files? Well, it could be both. So, when I was attempting to create a … Continue reading What Kind Agent Are We Creating: Codebase or Skills?

Claude for Financial Service

On May 5th, Claude made headlines by unveiling an entire suite of plugins for financial services, designed to challenge and potentially disrupt elite Wall Street firms by providing alternative solutions for financial modeling, pitching decks, and reports, effectively dismantling their competitive advantages in an unprecedented manner. Hence, I want to delve into this rocket weapon … Continue reading Claude for Financial Service

Token Saving and Speed-up Strategies of Using Claude Code

When working with Claude, performance issues often come from something subtle: too much context. Tokens add up quickly, and unnecessary overhead slows everything down. Here’s a practical guide to keeping your setup lean and fast. 1. Keep MEMORY.md Tight MEMORY.md is always loaded into context. It has an effective window of about 200 lines Anything … Continue reading Token Saving and Speed-up Strategies of Using Claude Code

Claude Code Plugins High Level

To skim through all available tools provided by Claude Code: Claude Code Plugins — High‑Level Reference This is a high‑level, memory‑oriented overview of all official plugins in anthropics/claude-plugins-official / plugins. For each plugin: what it’s for when to reach for it 1‑line prompt example to activate it Core Agent & Skill Development agent-sdk-dev Purpose: SDK … Continue reading Claude Code Plugins High Level

Know Your Plugins

knowing what plugins you have is important so you know when to switch them on for various work. Claude Plugin Operational Reference This document is a tool‑level, memory‑optimized reference for two high‑impact Claude plugins: Enterprise‑Capabilities (strategy & architecture reasoning) Playwright (browser automation & end‑to‑end testing) It is designed to answer one question quickly: “What can … Continue reading Know Your Plugins

Plugins, Skills and MCP Servers/Connectors

I’ve been digging into how tools actually work in modern AI coding setups (like Claude Code), and here’s the simplest way to understand the landscape: 1. Plugins vs skills.md skills.md is just context — docs, conventions, instructions Plugins are capabilities — they can execute code, call APIs, and interact with real systems skills.md = “what … Continue reading Plugins, Skills and MCP Servers/Connectors

From Claude Code’s Harnessing to Index Construction Harnessing

Claude Codes is not a simple LLM, Here is a breakdown of every piece: Configuration (active) settings.json — your permissions, allowed tools, MCP server config, hooks settings.local.json — machine-local overrides (not committed) settings.json.backup / .OPTIMIZED — snapshots from past config changes CLAUDE.md — your global instructions injected into every conversation .credentials.json — your Anthropic API … Continue reading From Claude Code’s Harnessing to Index Construction Harnessing

You’re Not Calm—You’re Capable

The idea that “emotional control” is the key to staying calm under pressure sounds appealing—but it’s often misunderstood. What people call emotional control is, in many cases, actually a byproduct of something deeper: confidence in one’s ability to handle the situation. When you truly believe you can solve a problem, your mind doesn’t panic. Think … Continue reading You’re Not Calm—You’re Capable

How Smart Engineers Solve the Knowledge Sharing Problem in Large Enterprises

In large enterprises, knowledge sharing is one of the most difficult problems engineering teams face. Even when documentation and FAQs exist, new hires and less experienced users often struggle to navigate them effectively. Systems are complex, context is fragmented, and information is spread across multiple tools. As a result, people naturally turn to chat-based interfaces … Continue reading How Smart Engineers Solve the Knowledge Sharing Problem in Large Enterprises