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aws-sam-bootstrap

Provides AWS SAM bootstrap patterns: generates `template.yaml` and `samconfig.toml` for new projects via `sam init`, creates SAM templates for existing Lambda/CloudFormation code migration, validates build/package/deploy workflows, and configures local testing with `sam local invoke`. Use when the user asks about SAM projects, `sam init`, `sam deploy`, serverless deployments, or needs to bootstrap/migrate Lambda functions with SAM templates.

68

Quality

86%

Does it follow best practices?

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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

78%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, token-efficient instruction body with runnable commands, a real validation checklist, and exemplary progressive disclosure to two genuine one-level-deep reference files. Remaining gaps are minor: duplicated command sequences, no explicit fix-and-retry loop, and migration templates deferred entirely to references.

Suggestions

Collapse the duplicated 'sam init / build / local invoke / deploy' sequence — keep it in section 3 and reduce the Examples section to a pointer to references/examples.md plus the migration snippet.

Add an explicit error-recovery loop after the validation checklist: 'If `sam validate`/`sam build` fails, read the error output, fix the template, and re-run before deploying' to earn top workflow-clarity marks.

Inline one minimal `template.yaml` skeleton (Transform + a single AWS::Serverless::Function) so the migration path is copy-paste ready from the body alone, with the full variants staying in references/examples.md.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence — no explanation of what SAM or serverless is, commands given with minimal prose — but the 'sam init' / build / local-invoke / deploy sequence appears nearly verbatim in both section 3 and the Examples section, and 'When to Use' repeats the frontmatter description. Fits the 'efficient; minor instances that could be trimmed' anchor; not 5 because of that duplication.

4 / 5

Actionability

Commands are concrete and runnable — `sam build`, `sam local invoke <LogicalFunctionId> -e events/event.json`, `sam deploy --guided`, `sam validate` — and the migration path names specific artifacts (`Transform: AWS::Serverless-2016-10-31`, `stack_name`, `capabilities`, `resolve_s3`). Not 5 because the actual `template.yaml`/`samconfig.toml` content for the migration case lives only in references/examples.md and `sam init` is left interactive without non-interactive flags, leaving minor gaps for copy-paste readiness.

4 / 5

Workflow Clarity

Sequence is clear — classify scenario, select runtime, bootstrap (new: init/build/invoke/deploy; existing: 6 numbered steps ending 'Validate with `sam validate` and `sam build` before deploy') — plus a dedicated validation checklist ('sam validate succeeds', 'sam build succeeds', 'samconfig.toml contains deploy parameters'). Not 5 because there is no explicit error-recovery feedback loop (what to do when validation fails, fix-and-retry) for a deploy-heavy workflow.

4 / 5

Progressive Disclosure

The ~95-line body is a well-organized overview with clearly signaled, well-named markdown links to both existing one-level-deep references — [examples.md](references/examples.md) and [migration-checklist.md](references/migration-checklist.md) — and full templates are appropriately split out with no nested references. Matches the top anchor exactly.

5 / 5

Total

17

/

20

Passed

Description

88%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, command-level capabilities and an explicit, multi-trigger 'Use when' clause. Its only weakness is slightly incomplete natural-language variation coverage (missing 'AWS SAM', 'sam build', bare 'serverless').

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — 'generates `template.yaml` and `samconfig.toml` for new projects via `sam init`', 'creates SAM templates for existing Lambda/CloudFormation code migration', 'validates build/package/deploy workflows', 'configures local testing with `sam local invoke`' — comprehensively covering the skill's scope. Not below 5 because no meaningful capability is left unstated; not a middle score because the actions are named with specific artifacts and commands rather than generic verbs.

5 / 5

Completeness

Both what and when are explicit: the what is 'generates `template.yaml` and `samconfig.toml` ... validates build/package/deploy workflows, and configures local testing', and the when is a full trigger clause — 'Use when the user asks about SAM projects, `sam init`, `sam deploy`, serverless deployments, or needs to bootstrap/migrate Lambda functions with SAM templates'. Matches the 5 anchor with concrete trigger phrases; a 4 would require the 'when' to be less specific.

5 / 5

Trigger Term Quality

Natural terms include 'SAM projects', '`sam init`', '`sam deploy`', 'serverless deployments', and 'bootstrap/migrate Lambda functions with SAM templates'. Not 5 because common variations users would actually say are missing — 'AWS SAM', bare 'serverless', '`sam build`', and '.yaml' style artifacts — whereas the 5 anchor expects synonym- and extension-level coverage.

4 / 5

Distinctiveness Conflict Risk

Triggers are SAM-specific ('SAM projects', '`sam init`', '`sam deploy`'), giving a clear niche with minimal conflict risk, but the capability phrase 'existing Lambda/CloudFormation code migration' creates minor overlap with generic CloudFormation or Lambda deployment skills. Not 5 because of that overlap; clearly above 3 since triggering terms are unambiguous.

4 / 5

Total

18

/

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-sam-bootstrap/SKILL.md

Reviewed

Table of Contents

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