
Karpathy CLAUDE.md Skills: Use the Viral Rules as a Menu, Not a Template
Karpathy CLAUDE.md skills went viral as coding-agent rules. Treat them as a menu: turn the four principles into repo-specific operating constraints.
235 articles - page 13 of 20

Karpathy CLAUDE.md skills went viral as coding-agent rules. Treat them as a menu: turn the four principles into repo-specific operating constraints.

The agent context reduction pattern: keep intermediate state in code, files and execution environments, and return compact summaries and receipts to the model.

Approval fatigue turns coding agent permission prompts into reflex clicks. The fix is risk-aware autonomy - safe reads, scoped writes, and meaningful gates.

Claude Code is turning into an orchestration layer for agent teams. Here is how subagents, MCP, hooks, and long context fit together in 2026.

Long-running coding agents need a harness: task contracts, scoped workspaces, logs, checkpoints, verification gates, and cost limits to recover from failure.

Skills turn a general coding agent into a trained teammate by packaging runbooks, scripts, examples, and domain-specific judgment into reusable instructions.

Agent skills turn team process into small, reusable operating procedures that load when relevant. Why skills beat one giant prompt for coding agents.

An honest overnight Claude Code agent report: 12 new repos, 60 PRs, and three goofs, plus lessons on decomposition, verification, and pre-flight checks.

The open-source MCP servers worth a permanent slot in your config, each with what it does, why it matters, and copy-paste setup for Claude Code and Cursor.

Run Claude Code through your own gateway, Bedrock, Google Cloud or local GPUs. Five patterns with verified env vars, model IDs and what Anthropic supports.

Agent runs are opaque. TraceTrail turns a Claude Code JSONL into a public share link with a stepped timeline of messages, tool calls, and tokens.

Best Claude Code skills and plugins: where to find them, how the plugin marketplace works, exact install commands, and the picks worth your context budget.
Showing 145-156 of 234 articles

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