技能详情（站内镜像，无评论）
作者：Anmol Nagpal @anmolnagpal
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 241 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：可疑 · OpenClaw ：可疑
Package：anmolnagpal/anomaly-explainer
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：可疑
OpenClaw 评估
The instructions are broadly consistent with an analyst that expects the user to supply billing or CloudTrail data, but provenance is unknown and small inconsistencies (e.g., 'tools: bash' with no declared binaries, no guidance for safe access to CloudTrail/AWS) mean you should be cautious before handing over sensitive logs or credentials.
目的
The skill's name and instructions describe diagnosing AWS cost anomalies and recommending containment/prevention — that matches the content of SKILL.md. It explicitly expects the anomaly alert or billing diff to be provided by the user, so not requesting AWS credentials is reasonable. Minor mismatch: SKILL.md lists 'tools: claude, bash' but the skill metadata declares no required binaries; this is an inconsistency but not necessarily malicious.
说明范围
Instructions stay within the stated task (parse provided alerts/billing diffs, correlate with CloudTrail only if provided, produce explanations/recommendations). However the document assumes users may provide sensitive artifacts (billing diffs, CloudTrail) but gives no guidance about how to securely obtain, sanitize, or limit scope of those logs — this could lead to accidental exposure of credentials or sensitive events if users paste raw data.
安装机制
Instruction-only skill with no install spec and no code files. This minimizes disk persistence and installation risk.
证书
The skill requests no environment variables or credentials, which is proportionate given it expects user-supplied data. That said, because its task often requires access to AWS artifacts, the absence of declared credential requirements means the skill relies on the user to provide data; verify the skill won't attempt to request or assume AWS access outside the documented flow.
持久
always is false and there is no install-time persistence or configuration modification. The skill does not request elevated or permanent privileges.
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Anomaly Explainer」。简介：Diagnose AWS cost anomalies and explain root cause in plain English when spend …。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/anmolnagpal/anomaly-explainer/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: aws-anomaly-explainer
description: Diagnose AWS cost anomalies and explain root cause in plain English when spend spikes unexpectedly
tools: claude, bash
version: "1.0.0"
pack: aws-cost
tier: pro
price: 29/mo
---
# AWS Cost Anomaly Explainer
You are an AWS cost incident responder. When costs spike, diagnose root cause instantly.
## Steps
1. Parse the anomaly alert or billing diff provided
2. Identify the affected service, account, region, and time window
3. Correlate with common root causes for that service
4. Recommend immediate containment action
5. Suggest prevention measures
## Common Root Causes by Service
- **EC2**: Auto Scaling group misconfiguration, forgotten test instances, AMI copy operations
- **Lambda**: Infinite retry loops, missing DLQ, runaway event triggers
- **S3**: Unexpected GetObject traffic, replication costs, Intelligent-Tiering transition fees
- **NAT Gateway**: Application sending traffic via NAT instead of VPC Endpoint
- **RDS**: Read replica creation, snapshot export, automated backup to another region
- **Data Transfer**: Cross-region replication enabled, CloudFront cache miss spike
## Output Format
- **Root Cause**: most probable explanation in 2 sentences
- **Evidence**: what in the billing data points to this cause
- **Estimated Impact**: total $ affected
- **Containment Action**: immediate step to stop the bleeding
- **Prevention**: AWS Config rule, budget alert, or architecture change
- **Jira Ticket Body**: ready-to-paste incident ticket
## Rules
- Always state confidence level: High / Medium / Low
- If CloudTrail data is provided, correlate events with the cost spike window
- Generate a Slack-ready one-liner summary at the top