Skill 审计报告
agent-observability-replay-trace 审计报告.
Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that trace against their LOCAL code, seeing a concise diff of the old vs new output, and looping (change code → replay → diff) until satisfied. Invoked as /agent-observability-replay-trace <trace-id> [changes to test]. Signals: "replay this trace"; "iterate on a trace"; "this trace's output is wrong, fix it and re-run"; "re-run trace <id> with <change>"; pasting a trace id from the Agent Observability UI with a description of what to fix. It fetches the trace via the datadog-llmo MCP or the pup CLI, edits code, re-runs the app to emit a NEW trace, and diffs the two — no local server, no browser. For agents traced with ddtrace / LLM Obs (Python first-class), with JSON-serializable entry input. Do NOT use for: scored Experiments or the browser "Replay" button (that's agent-observability-replay-experiment), building an experiment from a dataset/CSV, writing
OpenAgentSkill 信任评分
OpenAgentSkill 信任评分
Trust Score 帮助 Agent 在安装前判断一个 Skill 是否足以进入候选清单。
GitHub 采用度
信息62
158 个 GitHub Stars
Star/Fork 活跃度
警告57
158 个 Star，25 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过88
距上次推送 2 个月
许可证清晰度
通过86
MIT
README/SKILL.md 完整度
通过86
元数据包含足够的用法与工作流上下文
依赖与运行时风险
警告46
command execution surface, credential or environment access
安装可用性
通过92
npx skills add datadog-labs/agent-skills --skill agent-observability-replay-trace
安装命令安全性
通过92
标准软件包或运行时安装路径
权限范围
失败22
secrets or environment access, shell or command execution
仓库证据
通过86
https://github.com/datadog-labs/agent-skills/tree/main/agent-observability/agent-observability-replay-trace
审查状态
信息66
可用 AI 审查数据
Agent 验证结果
信息54
暂未有 Agent 结果数据
检查项
安装与采用审查
安装路径
92
npx skills add datadog-labs/agent-skills --skill agent-observability-replay-trace
仓库
88
https://github.com/datadog-labs/agent-skills/tree/main/agent-observability/agent-observability-replay-trace
许可证
86
MIT
维护
88
距上次推送 2 个月
AI 审查
55
The provided excerpt is incomplete; full SKILL.md and references were not fully reviewed, but the visible content is consistent and detailed.
README/SKILL.md 完整度
86
Usable description available
依赖风险
46
command execution surface, credential or environment access
安装命令安全性
92
标准软件包或运行时安装路径
权限范围
22
secrets or environment access, shell or command execution
Star/Fork 活跃度
57
158 个 Star，25 个 Fork; 当前元数据中没有议题活跃度信息
采用度
68
158 个 GitHub Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
警告
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- The provided excerpt is incomplete; full SKILL.md and references were not fully reviewed, but the visible content is consistent and detailed.
- The parsed metadata description shows '>-' which appears to be a YAML folding artifact, not a content defect.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 158 stars, 25 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
方法
本报告综合公开元数据、AI 审查输出、仓库活跃度、安装就绪度、OpenAgentSkill 事件、质量评分、信任检查和 Agent 安全门槛；它不是完整的源代码安全审计。
对比相近选项