Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

AWS Cost & Operations · microck | DecimalAI

devopsby microck

AWS Cost & Operations

microck/aws-cost-operations

Source microck/ordinary-claude-skills ↗License NOASSERTION

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

SkillScore82Maintained

Automatic

DevOps & SRE pack

Last verified 8/21/2026

What it changes

Passed 18 of 22 test cases with the skill, and 15 of 22 without it.

Without skill68%

With skill82%

Checks it passed that the model alone missed

Designates AWS Cost Explorer MCP for the detailed cost analysis step
Designates AWS Pricing MCP for the pre-deployment cost estimation step
Specifies Well-Architected Security Assessment for identifying security posture gaps

and 2 more in the full report

3 fixed15 passed either way4 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +82%
Agent turns: 0%
Response time: -15%

Model gemini-3.6-flashMeasured 8/21/2026v118 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/microck-aws-cost-operations/SKILL.md https://app.decimal.ai/s/microck-aws-cost-operations/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microck-aws-cost-operations, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/microck-aws-cost-operations/ and pins it in .decimal/skills.lock

decimalai skills add microck-aws-cost-operations

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/microck-aws-cost-operations/SKILL.md https://app.decimal.ai/s/microck-aws-cost-operations/SKILL.md

Raw file: /s/microck-aws-cost-operations/SKILL.md ↗ · machine-readable summary at /s/microck-aws-cost-operations.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

We are introducing a four-step lifecycle process for AWS cost governance: Pre-deployment, Post-deployment, Analysis, and Optimization. Which specific tool belongs in step 1 (Pre-deployment) and which in step 3 (Analysis)?

What was checked, without and with the skill
Checked	Without skill	With skill
Designates AWS Pricing MCP for the pre-deployment cost estimation step	Missed	Passed
Designates AWS Cost Explorer MCP for the detailed cost analysis step	Missed	Passed

case-11 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md294 lines3 files

AWS Cost & Operations

This skill provides comprehensive guidance for AWS cost optimization, monitoring, observability, and operational excellence with integrated MCP servers.

Integrated MCP Servers

This skill includes 8 MCP servers automatically configured with the plugin:

Cost Management Servers

1. AWS Billing and Cost Management MCP Server

Purpose: Real-time billing and cost management

View current AWS spending and trends
Analyze billing details across services
Track budget utilization
Monitor cost allocation tags
Review consolidated billing for organizations

2. AWS Pricing MCP Server

Purpose: Pre-deployment cost estimation and optimization

Estimate costs before deploying resources
Compare pricing across regions
Calculate Total Cost of Ownership (TCO)
Evaluate different service options for cost efficiency
Get current pricing information for AWS services

3. AWS Cost Explorer MCP Server

Purpose: Detailed cost analysis and reporting

Analyze historical spending patterns
Create custom cost reports
Identify cost anomalies and trends
Forecast future costs
Analyze cost by service, region, or tag
Generate cost optimization recommendations

Monitoring & Observability Servers

4. Amazon CloudWatch MCP Server

Purpose: Metrics, alarms, and logs analysis

Query CloudWatch metrics and logs

Track record

Benchmark

18 / 22

test cases passed, vs 15 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

microck / ordinary-claude-skills

skills_all/aws-skills/skills/aws-cost-operations/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1Bundled 2 files

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

AWS Cost & Operations

Integrated MCP Servers

Cost Management Servers

1. AWS Billing and Cost Management MCP Server

2. AWS Pricing MCP Server

3. AWS Cost Explorer MCP Server

Monitoring & Observability Servers

4. Amazon CloudWatch MCP Server

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills