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aws-investigation

Investigates AWS infrastructure issues affecting Buildkite build agents (EC2, AutoScaling, Lambda). Returns structured JSON to the parent for formatting. Triggers when users ask about build agents not running, EC2 issues, ASG scaling problems, or infrastructure health.

70

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

82%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 well-structured, highly actionable investigation runbook with copy-paste-ready commands and a clear sequenced workflow. Main weaknesses are minor verbosity in the reasoning prose and a fully inline structure that could benefit from splitting reference material into bundle files.

Suggestions

Trim the explanatory prose in 'Enumerate Competing Hypotheses' (e.g. the 'correlation is not causation' aside) to rely on Claude's existing reasoning ability.

Add an explicit post-action validation step to the 'Emergency: Manually Scale Up Agents' section (e.g. re-run the Step 2 health check to confirm instances reached InService).

Consider moving the large structured JSON output schema and/or the failure-pattern table into a reference file under ./references/ to reduce the inline SKILL.md footprint.

DimensionReasoningScore

Conciseness

The body is mostly lean commands and tables assuming Claude knows AWS CLI basics, but includes a few over-explanatory asides (e.g. 'correlation is not causation' in the hypotheses section) that could be trimmed.

4 / 5

Actionability

Fully executable, copy-paste-ready AWS CLI commands with real --query/--region/--profile flags and documented placeholders (<ASG_NAME>, <REGION>), plus a failure-pattern table mapping symptoms to investigation steps covering the common cases.

5 / 5

Workflow Clarity

Steps 1-8 are clearly sequenced with decision points and expected-vs-problem indicators as checkpoints, but the mutating 'Emergency: Manually Scale Up' section has a pre-guard yet lacks an explicit post-action validation/feedback loop.

4 / 5

Progressive Disclosure

Well-organized into clearly headed sections with no nested references, but the ~310-line body is entirely monolithic with the large JSON output schema and failure patterns inlined that could be externalized into reference files.

4 / 5

Total

17

/

20

Passed

Description

87%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 description that clearly states what the skill does and when it triggers, using third-person voice and concrete domain terms. Minor improvements possible by adding more action verbs and common user synonyms.

DimensionReasoningScore

Specificity

Names the concrete domain (EC2, AutoScaling, Lambda, Buildkite build agents) and two specific actions ('Investigates', 'Returns structured JSON'), with comprehensive service coverage but only two verbs, leaving minor gaps versus the multi-action anchor 5.

4 / 5

Completeness

Explicitly states both what it does ('Investigates AWS infrastructure issues... Returns structured JSON') and when to use it ('Triggers when users ask about...') with concrete trigger phrases, matching the anchor 5 example.

5 / 5

Trigger Term Quality

'Triggers when users ask about build agents not running, EC2 issues, ASG scaling problems, or infrastructure health' gives good natural keyword coverage, but misses common synonyms users might say (e.g. 'agents down', 'builds stuck').

4 / 5

Distinctiveness Conflict Risk

The niche is highly specific (AWS infra for Buildkite build agents across EC2/ASG/Lambda) with distinct triggers, making conflict with other skills minimal.

5 / 5

Total

18

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
mock-server/mockserver-monorepo
Reviewed

Table of Contents

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