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azure-messaging-webpubsubservice-py

Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.

61

Quality

72%

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-messaging-webpubsubservice-py/SKILL.md

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

SKILL.md
Quality
Evals
Security

Quality

Content

76%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 body is a strong, executable SDK quick-reference with comprehensive, copy-paste-ready examples and clean sectioning. Its main weakness is the absence of an explicit end-to-end workflow with validation checkpoints for batch/destructive operations like broadcasting or closing connections.

Suggestions

Add a short numbered quickstart workflow (install → set env vars → authenticate → generate token → send) with an explicit verify step (e.g., confirm the message was delivered or the connection closed).

Remove the filler "When to Use" sentence ("This skill is applicable to execute the workflow or actions described in the overview.") which adds no information.

Consider moving the full Client Operations table or permission/group reference into a separate REFERENCE.md to slim the main file, keeping only the quickstart inline.

DimensionReasoningScore

Conciseness

The body is mostly lean, executable code with brief comments and little concept explanation Claude already knows, but the filler "When to Use" line and the Client Operations table (which restates methods already shown above) are minor instances that could be trimmed.

4 / 5

Actionability

It provides copy-paste-ready, executable code covering the common cases (connection-string and Entra ID auth, token generation, send-to-all/user/group/connection, group and permission management, async client), with only trivial gaps like a missing `import os`.

5 / 5

Workflow Clarity

Operations are organized by category and a loose install → configure → authenticate → send flow is implied by section order, but there is no explicit end-to-end workflow and no validation/check verification checkpoints for batch send or connection-close operations.

3 / 5

Progressive Disclosure

The skill is self-contained with no bundle files and is well-organized under clear section headers; for a SDK quick-reference, keeping common operations inline is appropriate, though at ~240 lines some detailed API reference could be offloaded.

4 / 5

Total

16

/

20

Passed

Description

68%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 cleanly identifies a specific product and gives explicit, natural trigger terms for when to use it, but it describes use-case patterns rather than concrete SDK actions. Adding one or two concrete operations (e.g., broadcast to groups, generate client access tokens) would lift specificity.

Suggestions

Replace pattern language with concrete actions, e.g. "Broadcast messages to groups, generate client access tokens, and manage WebSocket connections."

Add a few more natural trigger synonyms (chat, live updates, notifications, broadcasting) to broaden keyword coverage.

Tighten the "when" clause with specific scenarios (chat apps, live dashboards) to reach the top completeness anchor.

DimensionReasoningScore

Specificity

It names the product/domain ("Azure Web PubSub Service SDK for Python") but lists only usage patterns ("real-time messaging, WebSocket connections, and pub/sub patterns") rather than concrete actions a user invokes, fitting the "names the domain but actions are minimal or generic" anchor.

2 / 5

Completeness

Both the "what" (the SDK) and an explicit "when" ("Use for real-time messaging, WebSocket connections, and pub/sub patterns") are present with concrete trigger phrases, but the "when" could be more specific about scenarios like chat, live dashboards, or notifications to reach the top anchor.

4 / 5

Trigger Term Quality

"real-time messaging", "WebSocket connections", and "pub/sub patterns" are natural terms a developer would say, giving good keyword coverage, though synonyms like "broadcast", "live updates", or "notifications" are absent.

4 / 5

Distinctiveness Conflict Risk

Naming a specific Azure product ("Azure Web PubSub Service SDK for Python") carves out a clear niche with distinct triggers and minimal overlap risk against generic messaging skills.

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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