how-claude-code-works-analysis
Expert guidance on understanding Claude Code internals, architecture patterns, agent loops, context engineering, and AI coding agent design principles
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 10-22 00:14
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Expert guidance on understanding Claude Code internals, architecture patterns, agent loops, context engineering, and AI coding agent design principles
Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
Design reproducible evaluations for AI agents with representative task sets, explicit rubrics, appropriate graders, baselines, regression gates, and failure…
Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger `ultracode`). Use when a task exceeds a single…
Create and deploy a TON agentic wallet. Use when the user wants to create a wallet, set up an agent wallet, deploy an agentic wallet, onboard a new wallet, or…
Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep…
Use when implementing OCI GenAI inference APIs, troubleshooting rate limits or token errors, optimizing GenAI costs, or handling sensitive data (PHI/PII) in…
Interact with Slack workspaces using bot tokens - send messages, read channels, manage reactions
Use when improving agent prompts, frontmatter, and tool restrictions.
IM scheduled reminder skill, supporting one-time and periodic scheduled tasks. It wakes the Agent at the specified time via a cron job, automatically detects the current IM channel, and ensures accurate message delivery.
Integrate Arcjet Guard into Python OpenAI Agents — wrap FunctionTool / function_tool with guard_tool and read a caller-owned session or conversation id via…
Updates model references across all skill files when new Claude models are released. Use when Anthropic releases new Claude models to keep skills current.
Build, configure, and test Agentforce agents on Salesforce. Covers agent setup, topics, actions (Flow, Apex, PromptTemplate, External Service), Agent…
AI audio editing pipeline: Whisper word-level transcription → Claude segment classification (KEEP/CUT_FILLER/CUT_FALSE_START/CUT_STUTTER/CUT_DEAD_AIR) → ffmpeg…
Conversational AI expert. Use for chatbot flows, dialog design, NLU intents, and conversational UX.
Use Chonkie for fast, lightweight text chunking in RAG pipelines. Covers all 11 chunker types (Token, Fast, Sentence, Recursive, Semantic, Late, Code, Neural,…
Toolkit for comprehensive Spreadsheet reading, creation, editing, and analysis with visual quality control. Use to work with spreadsheets (.xlsx, .xlsm, .csv,…
Refine the original research question into a structured deep research task. By asking questions to clarify requirements, generate structured prompts that meet OpenAI/Google Deep Research standards, fully replacing ChatGPT's question refinement feature. Use this skill when users pose research questions, need help defining the research scope, or want to generate structured research prompts.
Full-process management of Amazon FBA inbound and Fulfillment Inbound. Used to create and manage inbound plans, handle packing, placement, shipment, shipment content updates, delivery windows, self-delivery appointments, transportation options, product compliance, preprocessing, box label labels, bills of lading, and asynchronous operation status. Users mention FBA inbound plans, Send to…
Measure how many hours a person really works per day, per client or project, and at what clock times, from the digital exhaust they already leave — Claude Code…
Search, install, update, and remove third-party Agent Skills from skills.sh or any GitHub/GitLab repo via the `npx skills` CLI. Use when the user wants to…
Analyze, intercept, and replay HTTP/HTTPS traffic through mitmproxy. Gives you 20 MCP tools for traffic analysis, request replay, interception control, and…
Create custom slash commands for Claude Code with markdown and YAML frontmatter. Use when building workflow automations, creating reusable prompts, or defining…
Create event hooks for Claude Code that trigger on tool calls, prompts, and lifecycle events. Use when automating workflows, blocking dangerous commands,…