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azure-mgmt-fabric-py

Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.

56

Quality

63%

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SecuritybySnyk

Passed

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/azure-mgmt-fabric-py/SKILL.md

The canonical home for this skill is azure-mgmt-fabric-py in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

61%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, mostly executable SDK reference with good section organization. Weaknesses are duplicated setup boilerplate, a missing import in the create example, and absent validation checkpoints around destructive capacity operations.

Suggestions

Deduplicate the client-setup boilerplate: show the credential/client construction once and reference it from later sections to tighten conciseness.

Add a confirmation/validation checkpoint before destructive operations (e.g., verify capacity name and state before begin_delete, and confirm suspend intent) to raise workflow clarity above the destructive-operations cap.

Fix the create example to import FabricCapacityAdministration, and replace the vague 'When to Use' filler with concrete trigger guidance.

DimensionReasoningScore

Conciseness

Mostly efficient with direct code examples, but the client-setup block (imports + DefaultAzureCredential + FabricMgmtClient) is duplicated across sections and the closing 'When to Use' line is vague filler, fitting 'mostly efficient but includes some unnecessary explanation or could be tightened'.

3 / 5

Actionability

Provides concrete, copy-paste-ready code covering the common CRUD and lifecycle cases, but the create snippet uses FabricCapacityAdministration without importing it, a minor gap preventing fully executable guidance.

4 / 5

Workflow Clarity

Operations are presented as independent snippets with a helpful LRO/polling section, but destructive operations (delete, suspend) lack validation/confirmation checkpoints, so workflow clarity is capped at 3 per the destructive-operations guideline.

3 / 5

Progressive Disclosure

Well-organized single-file structure with clear section headers and no nested references; appropriate for a focused SDK reference, with only minor organization gaps, matching the 'good structure; most content appropriately placed' anchor.

4 / 5

Total

14

/

20

Passed

Description

66%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 clear, specific description that names a distinct niche and includes an explicit trigger clause. It would benefit from enumerating concrete actions (create, suspend, resume, scale capacities) and richer natural trigger terms to lift specificity and trigger-term quality.

DimensionReasoningScore

Specificity

Names the domain ('Azure Fabric Management SDK for Python') and concrete objects ('Microsoft Fabric capacities and resources'), but relies on a single generic verb ('managing') rather than enumerating concrete actions, matching the 'names domain and 1-2 concrete actions but not comprehensive' anchor.

3 / 5

Completeness

Explicitly states both what ('managing Microsoft Fabric capacities and resources') and when ('Use for managing...'), which is equivalent explicit trigger guidance so the missing-'Use when' cap does not apply; the 'when' could be more specific with concrete trigger phrases, matching the 'both what and when, when could be more explicit' anchor.

4 / 5

Trigger Term Quality

Includes relevant natural terms ('Azure Fabric', 'Microsoft Fabric', 'capacities', 'resources', 'SDK', 'Python') but lacks common variations/synonyms a user might say (e.g., 'Fabric capacity', 'scale Fabric'), fitting the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

Targets a very specific niche (Azure/Microsoft Fabric capacity management) with distinct triggers and minimal overlap risk with other skills, matching the 'clear niche with distinct triggers; minimal conflict risk' anchor.

5 / 5

Total

15

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

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

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