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azure-mgmt-botservice-py

Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

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

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

SKILL.md
Quality
Evals
Security

Quality

Content

65%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.

The content is a comprehensive, mostly executable reference for the Azure Bot Service SDK with good organization and no concept over-explanation, but it lacks validation checkpoints around destructive operations and keeps all material inline with no progressive disclosure to supporting files.

Suggestions

Add an explicit confirmation/validation checkpoint before the Delete Bot example (e.g. verify the bot exists via client.bots.get, confirm resource group/name, then delete) to satisfy the destructive-operation feedback-loop requirement.

Move the operations, SKU, and channel-type reference tables plus the full channel-creation examples into a references/ file (e.g. references/operations.md) and link to it from SKILL.md so the main file reads as an overview.

Remove the generic boilerplate 'When to Use' line ('This skill is applicable to execute the workflow or actions described in the overview.') and replace it with concrete usage guidance.

DimensionReasoningScore

Conciseness

The body is almost entirely executable code and tables with no over-explanation of concepts Claude already knows; the only trimming opportunity is the repeated DefaultAzureCredential/client setup block re-imported in multiple examples, a minor redundancy that fits the 'efficient; minor instances that could be trimmed' anchor.

4 / 5

Actionability

Examples are concrete, executable Python covering CRUD, channels, and connections with copy-paste-ready structure, but placeholders like '<your-app-id>' and the fragile hasattr-based key access in list_with_keys are minor gaps keeping it just below fully copy-paste ready.

4 / 5

Workflow Clarity

Sections are logically organized by operation, but this is a reference catalog rather than a sequenced workflow, and the destructive 'Delete Bot' operation has no validation/confirmation checkpoint, which per the rubric caps workflow clarity at 3.

3 / 5

Progressive Disclosure

The ~315-line body is a single inline file with good section headers but no external reference files (none exist in references/scripts/assets) and content such as the operations/SKU/channel-type tables that could live in a separate reference is inlined, fitting the 'some structure but could be better organized' anchor.

3 / 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.

The description is a clear, third-person statement with an explicit 'Use for...' trigger and a well-defined niche, but its action verbs are somewhat generic and it lacks synonym/variation coverage of natural trigger terms.

Suggestions

Replace the generic verb 'managing' with concrete operations (e.g. 'create, configure, list, update, and delete Azure Bot Service bots, channels, and OAuth connections') to lift specificity.

Add natural trigger phrases and synonyms a user would say, such as 'Azure bot', 'chatbot', or 'Bot Service channels', to improve trigger term coverage.

Make the 'when' clause situation-oriented rather than action-restating, e.g. 'Use when provisioning or configuring Azure Bot Service bots and channels from Python'.

DimensionReasoningScore

Specificity

The description names the domain ('Azure Bot Service Management SDK for Python') plus actions 'creating, managing, and configuring', but 'managing' is generic and the verbs are not comprehensive, matching the 1-2 concrete actions anchor rather than the several-specific-actions anchor at 4.

3 / 5

Completeness

It states both the 'what' ('Azure Bot Service Management SDK for Python') and an explicit 'when' trigger ('Use for creating, managing, and configuring Azure Bot Service resources'), paralleling the anchor example 'Extract text from PDFs and fill forms. Use when working with PDF files.' where the when is present but could be more situation-specific.

4 / 5

Trigger Term Quality

'Azure Bot Service', 'Python', and 'Bot Service resources' are relevant natural terms, but coverage is thin with no synonyms (e.g. 'bot', 'chatbot') or variations beyond the single domain phrase, fitting the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

'Azure Bot Service' is a narrow, unambiguous niche with distinct triggers and minimal overlap risk against other skills, fitting the clear-niche 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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