AI skills and agents that make each unit of engineering work easier than the last. Each unit of engineering work should make subsequent units easier -- not harder. Traditional development accumulates technical debt. Every feature adds complexity. Every bug fix leaves behind a little more local knowledge that someone has to rediscover later. The codebase gets larger, the context gets harder to hold, and the next change becomes slower.
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andrej karpathy skills
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. Four principles in one file that directly address these issues: Don't assume. Don't hide confusion. Surface tradeoffs.
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claude code harness
Claude Code is powerful, but raw agent work drifts: plans live in chat, tests become optional, review happens too late, and release evidence gets rebuilt by memory. Harness turns that into one repeatable operating path. After install, the default changes from "ask the agent to code" to: 1. write the spec and plan, 2. implement only the approved slice, 3. verify the result, 4. review independently, 5. package evidence for PR or release.
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academic research skills
A comprehensive suite of Claude Code skills for academic research, covering the full pipeline from research to publication. Install in 30 seconds (Claude Code CLI / VS Code / JetBrains, v3.7.0+): /plugin marketplace add Imbad0202/academic-research-skills /plugin install academic-research-skills
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claude plugins official
A curated directory of high-quality plugins for Claude Code. Plugins can be installed directly from this marketplace via Claude Code's plugin system. To install, run /plugin install {plugin-name}@claude-plugins-official