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使用 HERO 約束編碼代理的過度防禦

貼上 HERO 的範圍限制合約到始終加載的代理配置中,使編碼代理保持修復比例適當,避免不必要的哈希、邊緣案例硬化、評分量規循環和過度建構。

使用 HERO 約束編碼代理的過度防禦 是什麼?

這項技能旨在解決 AI 編碼代理(如 Codex、Claude Code、Cursor 等)在執行任務時常見的「過度防禦」問題,即代理傾向於對簡單的修復進行不必要的複雜化,例如添加過多邊緣案例處理、執行不必要的哈希運算或陷入評分量規循環。HERO 提供了一個「範圍限制合約」——一個標準化的指令區塊,用戶可以將其粘貼到代理始終加載的配置文件中(如 AGENTS.md、CLAUDE.md 或 copilot-instructions.md)。這合約會指示代理在執行修復時保持比例適當,避免不必要的基礎設施更改或移除必要的測試。該技能支持多個主流平台,包括 Codex、Antigravity、Claude Code、GitHub Copilot、Cursor、Windsurf 和 Gemini CLI。使用前,建議用戶在一個可丟棄的存儲庫中進行測試以驗證行為是否如預期,並在保留前檢查指令文件差異,以確保範圍限制不會抑制錯誤披露或削弱安全檢查。

相容平台✓Claude Code✓Codex CLI✓Cursor✓Antigravity✓Gemini CLI✓Windsurf
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/constrain-coding-agent-over-defense-with-hero

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說明文件

使用 HERO 約束編碼代理的過度防禦 是做什麼的?

將 HERO 的範圍限制合約粘貼到始終加載的代理配置中,使編碼代理保持修復比例適當,避免不必要的哈希、邊緣案例硬化、評分量規循環和過度建構。

先決條件

一個加載持久指令文件的編碼代理主機,例如 Codex 的 AGENTS.md、Claude Code 的 CLAUDE.md、Antigravity 的 AGENTS.md、GitHub Copilot 的 copilot-instructions.md、Cursor 規則、Windsurf 規則或 Gemini CLI 的 GEMINI.md。

安裝

從源代碼支持的說明中安裝或設置:

將 RULES.md 中的規範範圍限制區塊複製到您的代理主機會自動加載的指令文件中。對於 Codex 和 Antigravity,使用項目根目錄下的 AGENTS.md;對於 Claude Code,使用 CLAUDE.md;對於 GitHub Copilot,使用 .github/copilot-instructions.md;對於 Cursor、Windsurf 和 Gemini CLI,使用 hosts/README.md 中記錄的主機特定文件。將案例目錄排除在加載的提示之外,僅在校準有爭議的行為時引用案例。

使用與驗證

在一個可丟棄的存儲庫中進行測試。先複習上游的 RULES.md;保留現有的項目指令、安全需求和批准界限。記錄您審查過的上游修訂版,以便日後可以有意地比較更新。

啟動一個新的代理會話,要求提供一個只讀計劃來修正測試文件中的一個拼寫錯誤。檢查主機是否加載了預期的指令文件,計劃是否保持在该文件範圍內,並且代理沒有提議不相關的基礎設施或移除必要的測試。與添加 HERO 之前的相同任務進行比較。這是一個建議的本地驗收練習,不是上游基準測試或可靠性證明。

在保留更改之前檢查指令文件的差異。如果行為惡化,僅移除添加的 HERO 區塊。範圍限制不得抑制錯誤的披露或削弱強制性的安全檢查。

文件

來源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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