lyxjack/agent-harness-construction
Tool/everything-claude-code/docs/zh-CN/skills/agent-harness-construction/SKILL.md
设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。
$ install --global
skillsauthnpx skillsauth add lyxjack/toolbox agent-harness-constructionInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 29, 2026, 5:52 AM36.7s1 file scanned
SKILL.md
- name:
- agent-harness-construction
- description:
- 设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。
- origin:
- ECC
智能体框架构建
当你在改进智能体的规划、调用工具、从错误中恢复以及收敛到完成状态的方式时，使用此技能。
核心模型
智能体输出质量受限于：
- 行动空间质量
- 观察质量
- 恢复质量
- 上下文预算质量
行动空间设计
- 使用稳定、明确的工具名称。
- 保持输入模式优先且范围狭窄。
- 返回确定性的输出形状。
- 除非无法隔离，否则避免使用全能型工具。
粒度规则
- 对高风险操作（部署、迁移、权限）使用微工具。
- 对常见的编辑/读取/搜索循环使用中等工具。
- 仅当往返开销是主要成本时使用宏工具。
观察设计
每个工具响应都应包括：
status: success|warning|errorsummary: 一行结果next_actions: 可执行的后续步骤artifacts: 文件路径 / ID
错误恢复契约
对于每个错误路径，应包括：
- 根本原因提示
- 安全重试指令
- 明确的停止条件
上下文预算管理
- 保持系统提示词最少且不变。
- 将大量指导信息移至按需加载的技能中。
- 优先引用文件，而不是内联长文档。
- 在阶段边界处进行压缩，而不是任意的令牌阈值。
架构模式指导
- ReAct：最适合路径不确定的探索性任务。
- 函数调用：最适合结构化的确定性流程。
- 混合模式（推荐）：ReAct 规划 + 类型化工具执行。
基准测试
跟踪：
- 完成率
- 每项任务的重试次数
- pass@1 和 pass@3
- 每个成功任务的成本
反模式
- 太多语义重叠的工具。
- 不透明的工具输出，没有恢复提示。
- 仅输出错误而没有后续步骤。
- 上下文过载，包含不相关的引用。
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