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aws-cli-beast

Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch. Generates bulk operation scripts, automates cross-service workflows, validates security configurations, and executes JMESPath queries for complex filtering. Triggers on "aws cli help", "aws command line", "aws scripting", "aws automation", "aws batch operations", "aws bulk operations", "aws cli pagination", "aws multi-region", "aws profiles", "aws cli troubleshooting".

72

Quality

90%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is giuseppe-trisciuoglio/developer-kit

SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A highly actionable skill body with executable commands throughout and exemplary dry-run/validate workflows for destructive and batch operations. Its weaknesses are redundancy (Best Practices and Example 1 repeat earlier content) and incomplete bundle navigation (unreferenced scripts/ files, pathless reference links).

Suggestions

Remove the duplication between Step 2/Step 3 and later sections: Best Practices items 2-4 restate the Beast Mode Principles, and Example 1 repeats the bulk-EC2-stop snippet from Step 3 — cutting these tightens the body without losing information.

Add pointers to the scripts/ bundle files (aws-blast.sh, jmespath-templates.json) in the body — e.g., in Step 4 or the Examples section — so Claude can actually discover and use them.

Cite the reference guides by their full relative path (references/compute-mastery.md, etc.) in Step 4 so navigation from SKILL.md is unambiguous.

DimensionReasoningScore

Conciseness

The body is mostly commands with no concept over-explanation, but Best Practices items 2-4 restate the Step 2 Beast Mode Principles (dry-run, server-side JMESPath filtering, waiters, profiles) and Example 1 duplicates the Step 3 bulk-EC2-stop snippet — a full section's worth of self-repetition that should be tightened, fitting the 'could be tightened' anchor better than 'minor instances'.

3 / 5

Actionability

Every example is a complete, copy-paste-ready bash command with real filters, JMESPath queries, and output flags (e.g., the bulk-stop xargs pipeline, the S3 sync with --sse/--storage-class, the IAM simulate-principal-policy loop), covering the common cases exactly as the anchor-5 example does.

5 / 5

Workflow Clarity

Steps 1-4 are clearly sequenced, and destructive/batch operations have explicit validation feedback loops: "Dry-run first: Always validate with --dryrun", "Review output, then remove --dryrun only if satisfied", "Confirm list, then pipe to stop command", and "Confirm IDs, then execute" — matching the anchor-5 validate-then-proceed pattern, so the batch-operation cap does not apply.

5 / 5

Progressive Disclosure

Step 4 clearly signals four one-level-deep reference guides that all exist in references/ with no further nesting, but they are cited by bare filename without a path, and the scripts/ bundle files (aws-blast.sh, jmespath-templates.json) are never mentioned anywhere in the body, leaving them undiscoverable — minor organization gaps rather than the fully well-signaled anchor.

4 / 5

Total

17

/

20

Passed

Description

96%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong third-person description with concrete, comprehensive capability statements and an explicit ten-phrase trigger clause covering both what and when. The only weakness is that several trigger terms are AWS-generic rather than CLI-specific, creating minor conflict risk with adjacent AWS automation skills.

DimensionReasoningScore

Specificity

"Generates bulk operation scripts, automates cross-service workflows, validates security configurations, and executes JMESPath queries" lists multiple concrete actions across eight named services, matching the comprehensive-coverage anchor rather than the minor-gaps anchor below.

5 / 5

Completeness

It explicitly answers both what ("Provides advanced AWS CLI patterns for managing EC2, Lambda, S3...") and when ("Triggers on...") with concrete trigger phrases, matching the anchor-5 example structure exactly.

5 / 5

Trigger Term Quality

The "Triggers on" clause covers ten natural user phrases including synonyms and variations ("aws cli help", "aws command line", "aws scripting", "aws cli pagination", "aws cli troubleshooting"), matching the comprehensive-synonyms anchor.

5 / 5

Distinctiveness Conflict Risk

The AWS CLI niche and CLI-specific triggers ("aws cli help", "aws cli pagination") are distinct, but broader triggers like "aws automation", "aws batch operations", and "aws profiles" could also match an IaC/CloudFormation-style skill — a minor overlap risk placing this between the 4 and 5 anchors, closer to 4.

4 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

Total

15

/

16

Passed

Repository

giuseppe-trisciuoglio/developer-kit

Path

plugins/developer-kit-aws/skills/aws/aws-cli-beast/SKILL.md

Reviewed

Table of Contents

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