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openclaw-engineering-harness
作者
h4444433333
· GitHub ↗
· v1.0.0
· MIT-0
97
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install openclaw-engineering-harness
功能描述
Manages the full engineering workflow by clarifying requests, discovering code, making minimal changes, validating, and preparing publish-ready artifacts.
安全使用建议
This skill appears to do what it says: inspect a codebase, make minimal changes, run constraint/audit checks, and prepare exports. Important points before you install or run it:
- It will read and may update .claude/MEMORY.md and other .claude memory-topic files — review that directory for sensitive content first.
- The skill is permitted to run git commands (checkout, reset, add, commit). Ensure your working tree is backed up or committed and that you trust automated commits before allowing the skill to write/commit.
- The scripts perform local audits to block host paths and network literals on export; they do not contain outbound network calls or require credentials.
- If you want tighter control, run the skill in a sandbox or restrict it to read-only mode initially (deny Write/Edit/Bash commit tools) until you are satisfied with its behavior.
- Review scripts/runtime_support.py and the run_*.py scripts (they're included) if you want to confirm specific behaviors; the package is self-contained and uses only standard library modules.
功能分析
Type: OpenClaw Skill
Name: openclaw-engineering-harness
Version: 1.0.0
The bundle defines a structured engineering workflow for an AI agent, focusing on task clarification, minimal code changes, and rigorous validation. It includes defensive utility scripts like `run_audit.py` and `run_constraints.py` (supported by `runtime_support.py`) which are designed to prevent data leakage by auditing export directories for sensitive path signatures or network literals defined in `export-audit-policy.json`. While the skill permits powerful tools such as `Bash(python3:*)` and `Edit`, these capabilities are strictly aligned with the stated purpose of an engineering harness and are governed by 'Engineering Iron Laws' in `SKILL.md` that mandate validation and prohibit unauthorized refactoring.
能力评估
Purpose & Capability
Name/description (engineering workflow: discover, implement, verify, deliver) align with included scripts, policy files, and allowed tools. Tools and git operations (read/edit/write, Bash git commands, python3) are appropriate for implementing and validating small code changes and producing exports.
Instruction Scope
Runtime instructions explicitly tell the agent to read and update a local memory index (.claude/MEMORY.md), discover and edit code, run constraint/audit scripts, and perform git operations. This is appropriate for an engineering harness but does give the skill authority to read and modify hidden project files and commit changes to the repository — a potentially sensitive action that is coherent with the stated purpose.
Install Mechanism
No install spec or external downloads are present; all runtime artifacts are included in the package as Python scripts and JSON/markdown policies. This is low-risk and proportionate.
Credentials
The skill requests no environment variables, credentials, or external endpoints. Its file- and git-based operations are consistent with local engineering tasks and do not require unrelated secrets.
Persistence & Privilege
The skill is not always-on and does not request elevated system privileges, but it does instruct writing into the project's memory index (.claude/*) and can run git commit/reset commands. Those are necessary for its purpose but mean it can persist changes in the repository and local memory; review and consent are recommended before allowing writes/commits.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install openclaw-engineering-harness - 安装完成后,直接呼叫该 Skill 的名称或使用
/openclaw-engineering-harness触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release of openclaw-engineering-harness.
- Introduces a single-skill engineering workflow loop covering clarification, code discovery, tool-driven execution, smallest coherent changes, validation, and artifact preparation.
- Provides explicit user instructions for invoking the skill using three methods: by name, via core workflow keywords, or by enforcing strict workflow phases.
- Defines a detailed step-by-step workflow for both users and AI agents, emphasizing clarification, minimal-impact implementation, verification, and publishable delivery.
- Enforces strict boundaries against unvalidated changes, scope creep, and unapproved dependencies to ensure engineering quality and consistency.
- Outlines output requirements, including implementation plans, change results, validation records, and distribution summaries.
元数据
常见问题
openclaw-engineering-harness 是什么?
Manages the full engineering workflow by clarifying requests, discovering code, making minimal changes, validating, and preparing publish-ready artifacts. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 97 次。
如何安装 openclaw-engineering-harness?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install openclaw-engineering-harness」即可一键安装,无需额外配置。
openclaw-engineering-harness 是免费的吗?
是的,openclaw-engineering-harness 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
openclaw-engineering-harness 支持哪些平台?
openclaw-engineering-harness 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 openclaw-engineering-harness?
由 h4444433333(@h4444433333)开发并维护,当前版本 v1.0.0。
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