wanshuiyin

HERO Anti OverDefense — Development skill for Claude Code

Development community

HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in.

How to install HERO Anti OverDefense

This entry records only its repository, not the path inside it, so there is no exact command to give. Open wanshuiyin/HERO-Anti-OverDefense and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What HERO Anti OverDefense does

HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in. A paste-in contract that stops them. Works with Claude Code, Codex, Antigravity, Cursor, Copilot, Windsurf, Gemini CLI.

Alternatives in Development

  • K12 Teacher Skills — Skills and eval rubrics for K-12 teachers, co-developed with Learning Commons 407 ★
  • Create Check List — agent-input/unsection-hero-sections/ 이미지들에 대해, saaspo-features-checklist.yaml과 동일한 형식의 체크리스트 파일을 초기상태로 생성하고싶다 395 ★
  • Usage Limit Reducer — A Claude Code skill that stops you from burning through your usage limit 186 ★

README

ANTI-OVERDEFENSE — the four letters HERO built from what they name, each captioned in English and Chinese: H in hash-engraved stone (HASHING 哈希), E as a fortified battlemented wall (EDGE CASES 边界情况), R as a grid of ticks and crosses (RUBRICS 机械判断), O as construction scaffolding (OVERBUILD 过度建设). Behind them, a tiny unfinished house ringed by an enormous, immaculately finished fortress.

ARIS — Adversarial Research in Sleep · Claude Code × GPT · speed × rigor

HERO — Anti-OverDefense 🧱

[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg?style=flat)](LICENSE) · [![README 中文](https://img.shields.io/badge/README-%E4%B8%AD%E6%96%87-blue?style=flat)](README_CN.md) · [![Cases](https://img.shields.io/badge/📓_Case_catalogue-open-7C3AED?style=flat)](cases/README.md) · [![Paste-in block](https://img.shields.io/badge/⚡_Paste--in_block-RULES.md-2E7D32?style=flat)](RULES.md) · [![ARIS stars](https://img.shields.io/github/stars/wanshuiyin/Auto-claude-code-research-in-sleep?style=flat&logo=github&logoColor=white&color=gold&label=ARIS%20%E2%98%85)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep)

🧱 You asked for a feature. It built a fortress around the feature, and never got to the feature.

***你让它写个功能,它给你造了座堡垒,然后功能一直没写完。***

The shapes look like an agent optimising for *not being blamed* rather than for *the work being good* — a hypothesis that fits what we observed, not an established account of how these models are trained. Either way the shapes are real, there are four of them, and their initials are the name: **H**ashing, **E**dge cases, **R**ubrics, **O**verbuild. Naming them makes i