aws-serverless

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.

Quality

52%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./.agent/skills/aws-serverless/SKILL.md

Quality

Discovery

82%

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

This is a strong description with excellent specificity and trigger term coverage for AWS serverless development. The main weakness is the absence of an explicit 'Use when...' clause, which would help Claude know exactly when to select this skill over others. The technical depth is appropriate and the scope is well-defined.

Suggestions

Add a 'Use when...' clause with explicit triggers like 'Use when building serverless applications on AWS, deploying Lambda functions, or optimizing serverless architecture'

Consider adding user-facing trigger phrases like 'serverless API', 'Lambda deployment', or 'event-driven AWS architecture' to capture more natural user requests

Dimension	Reasoning	Score
Specificity	Lists multiple specific concrete actions and technologies: Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization. These are concrete, actionable capabilities.	3 / 3
Completeness	Clearly answers 'what does this do' with specific AWS serverless capabilities, but lacks an explicit 'Use when...' clause or equivalent trigger guidance. The when is only implied through the technology names.	2 / 3
Trigger Term Quality	Includes natural keywords users would say: 'serverless', 'AWS', 'Lambda', 'API Gateway', 'DynamoDB', 'SQS', 'SNS', 'SAM', 'CDK', 'cold start'. Good coverage of terms developers naturally use when working with AWS serverless.	3 / 3
Distinctiveness Conflict Risk	Very distinct niche focused specifically on AWS serverless architecture. The combination of Lambda, API Gateway, DynamoDB, and deployment tools creates a clear, non-conflicting scope that wouldn't overlap with general coding or other cloud skills.	3 / 3
	Total	11 / 12 Passed

Implementation

22%

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

This skill content is essentially an empty shell - a table of contents without any actual instructional content. While it correctly delegates to sub-skills, the main SKILL.md fails to provide any overview, quick start guidance, decision framework for choosing patterns, or concrete examples. A user reading this file learns nothing about AWS serverless development without clicking through to every sub-skill.

Suggestions

Add a Quick Start section with a minimal working Lambda + API Gateway example that demonstrates the core pattern

Include a decision matrix or flowchart explaining when to use each pattern (e.g., 'Use SQS pattern when: async processing needed, decoupling required')

Add brief 1-2 line descriptions next to each sub-skill link explaining what problem it solves

Include at least one concrete, executable code example in the main file to make it immediately actionable

Dimension	Reasoning	Score
Conciseness	The content is extremely brief with no unnecessary explanation, but it's so minimal that it's essentially just a table of contents with no actual instructional content in the main file.	2 / 3
Actionability	The skill provides zero concrete guidance, code, or commands - it's purely a list of links to sub-skills with no executable content or examples in the main file itself.	1 / 3
Workflow Clarity	There is no workflow, sequence, or process described. The content is just a flat list of links with no indication of how to use them, when to apply each pattern, or how they relate to each other.	1 / 3
Progressive Disclosure	The structure attempts progressive disclosure by linking to sub-skills, but the main file provides no overview, quick start, or context to help navigate which sub-skill to use when. The references are one-level deep but poorly signaled.	2 / 3
	Total	6 / 12 Passed

Validation

90%

Warnings & errors only

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

Validation — 10 / 11 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	10 / 11 Passed

Repository: Dokhacgiakhoa/antigravity-ide
Commit: 332e58b

Reviewed: 17 days ago

Table of Contents

Discovery Implementation Validation

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