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azure-containerregistry-py

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

82

1.44x
Quality

61%

Does it follow best practices?

Impact

97%

1.44x

Average score across 6 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/azure-containerregistry-py/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

64%Scale 1-3

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 section contains executable, copy-paste-ready Python code. However, it's somewhat long for a single SKILL.md, the destructive operations (delete repository, clean up old images) lack validation/confirmation steps, and the 'When to Use' section is a meaningless placeholder that wastes tokens.

Suggestions

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

Remove the placeholder 'When to Use' section and trim the operations table since it duplicates the code examples above.

Consider splitting detailed code examples into a separate REFERENCE.md and keeping SKILL.md as a concise overview with quick-start auth + the most common operations.

DimensionReasoningScore

Conciseness

The content is mostly efficient with executable code examples, but includes some redundancy (e.g., re-instantiating the client in multiple examples, the 'When to Use' section is a meaningless placeholder, and the operations table largely duplicates what's already shown in the code examples above it).

2 / 3

Actionability

Nearly all guidance is concrete, executable Python code with specific method calls, parameters, and import statements. Examples are copy-paste ready and cover the full API surface including authentication, CRUD operations, async usage, and cleanup patterns.

3 / 3

Workflow Clarity

The 'Clean Up Old Images' section involves destructive batch deletion but lacks validation checkpoints or error handling (e.g., dry-run first, confirm count before deleting, handle errors). Individual operations are clear but multi-step workflows like cleanup lack feedback loops.

2 / 3

Progressive Disclosure

The content is a long monolithic file (~180 lines of examples) with no references to external files for advanced topics. The summary table and best practices could be the main SKILL.md with detailed examples split into separate reference files. Structure is decent with clear headers but everything is inline.

2 / 3

Total

9

/

12

Passed

Description

57%Scale 1-3

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 and technology stack, making it distinctive, but lacks specific concrete actions and natural trigger terms users would use. The 'when' guidance is implicit rather than explicit, and common abbreviations like 'ACR' are missing.

Suggestions

List specific concrete actions such as 'list repositories, delete images, manage tags, set artifact properties' instead of the generic 'managing'.

Add a 'Use when...' clause with natural trigger terms like 'ACR', 'docker registry on Azure', 'container image tags', 'azure container registry Python', or '.azurecr.io'.

DimensionReasoningScore

Specificity

Names the domain (Azure Container Registry SDK for Python) and some actions (managing container images, artifacts, and repositories), but doesn't list specific concrete actions like 'push images', 'delete tags', 'list repositories', etc.

2 / 3

Completeness

Answers 'what' (Azure Container Registry SDK for Python) and has a partial 'when' via 'Use for managing container images, artifacts, and repositories', but lacks an explicit 'Use when...' clause with trigger scenarios like 'when the user asks about pushing or pulling container images from Azure'.

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', 'image tags', or '.azurecr.io'.

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
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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