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azure-containerregistry-py

Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.

54

Quality

61%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/azure-containerregistry-py/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

64%

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

This is a solid API reference skill with excellent actionability—nearly every operation has executable Python code. However, it's somewhat long and monolithic for a SKILL.md, with the operations table duplicating what the code examples already demonstrate. The destructive cleanup workflow lacks explicit validation/dry-run steps, and the boilerplate 'When to Use' and 'Limitations' sections waste tokens without adding value.

Suggestions

Add a dry-run or confirmation step to the 'Clean Up Old Images' workflow (e.g., collect digests first, print count, then delete) to prevent accidental mass deletion.

Move the detailed API reference table and less common operations (upload/download, async client) into a separate REFERENCE.md, keeping SKILL.md focused on authentication + the most common operations.

Remove the generic 'When to Use' and 'Limitations' boilerplate sections—they add no skill-specific value and waste tokens.

DimensionReasoningScore

Conciseness

The content is mostly efficient with executable code examples, but includes some unnecessary sections like the boilerplate 'When to Use' and 'Limitations' sections that add no value, and the operations table largely duplicates information already shown in the code examples above it. The best practices section is reasonably concise though.

2 / 3

Actionability

Nearly every section provides fully executable, copy-paste ready Python code with concrete examples covering authentication, CRUD operations, listing, filtering, async usage, and a practical cleanup script. The code is specific and complete, not pseudocode.

3 / 3

Workflow Clarity

The skill is primarily an API reference rather than a multi-step workflow, but the 'Clean Up Old Images' section involves a destructive batch operation (deleting manifests) without explicit validation checkpoints or dry-run steps. The best practices mention checking manifest.tags before deleting, but this isn't integrated into the cleanup workflow as a validation step.

2 / 3

Progressive Disclosure

The content is a long monolithic document (~180 lines) with no references to external files. While sections are well-organized with clear headers, the API reference table and detailed examples for every operation could be split into a separate reference file, keeping SKILL.md as a concise overview with quick-start examples.

2 / 3

Total

9

/

12

Passed

Description

57%

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

The description identifies a clear domain (Azure Container Registry SDK for Python) and provides a reasonable but incomplete list of capabilities. It would benefit from more specific actions and an explicit 'Use when...' clause with natural trigger terms users might employ, such as 'ACR', 'docker registry', or specific operations like 'push/pull images'.

Suggestions

Add an explicit 'Use when...' clause, e.g., 'Use when the user asks about Azure Container Registry, ACR, or managing Docker images in Python.'

Include common trigger term variations like 'ACR', 'docker registry', 'container registry', '.azurecr.io'

List more specific concrete actions such as 'push, pull, tag, delete, and list container images and manifests'

DimensionReasoningScore

Specificity

Names the domain (Azure Container Registry) and lists some actions ('managing container images, artifacts, and repositories'), but doesn't enumerate specific concrete operations like pushing, pulling, tagging, deleting, or listing manifests.

2 / 3

Completeness

Answers 'what' (Azure Container Registry SDK for Python) and partially addresses 'when' with 'Use for managing...', but lacks an explicit 'Use when...' clause with trigger scenarios like 'when the user asks about ACR, container registries, or Docker image management in Python'.

2 / 3

Trigger Term Quality

Includes relevant keywords like 'Azure Container Registry', 'container images', 'artifacts', and 'repositories', but misses common variations users might say such as 'ACR', 'docker registry', 'container registry', 'push image', 'pull image', or 'SDK'.

2 / 3

Distinctiveness Conflict Risk

The description is clearly scoped to Azure Container Registry SDK for Python, which is a distinct niche unlikely to conflict with other skills. The combination of Azure, container registry, and Python SDK makes it highly distinguishable.

3 / 3

Total

9

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

10

/

11

Passed

Repository
sickn33/antigravity-awesome-skills
Reviewed

Table of Contents

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