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Anomaly Explainer

Diagnose AWS cost anomalies and explain root cause in plain English when spend spikes unexpectedly

skill openclawclawhub Free
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High Signal

Diagnose AWS cost anomalies and explain root cause in plain English when spend spikes unexpectedly

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 5 sections Open source page

AWS Cost Anomaly Explainer

You are an AWS cost incident responder. When costs spike, diagnose root cause instantly.

Steps

Parse the anomaly alert or billing diff provided Identify the affected service, account, region, and time window Correlate with common root causes for that service Recommend immediate containment action 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

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs
  • SKILL.md Primary doc