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azure-messaging-webpubsub-java

Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.

61

Quality

73%

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-webpubsub-java/SKILL.md

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

SKILL.md
Quality
Evals
Security

Quality

Content

72%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 highly actionable and token-efficient, dominated by copy-paste-ready Java examples. It loses points on workflow clarity (destructive operations lack validation) and progressive disclosure (a long inline reference with no external files).

Suggestions

Add brief validation/verification guidance around destructive calls — e.g. call connectionExists/userExistsInGroup before close or remove operations, or confirm the target ID before revoking permissions.

Move the bulk of the method reference into a separate reference file (e.g. references/api-reference.md) and keep SKILL.md as a concise overview with clearly signaled links, so progressive disclosure reaches one level deep.

Trim the redundant Trigger Phrases section and the generic "When to Use" line, both of which duplicate the frontmatter description.

DimensionReasoningScore

Conciseness

The body is almost entirely executable code with minimal prose and no padding explaining concepts Claude already knows; a few near-duplicate send variants and the redundant Trigger Phrases / When-to-Use sections could be trimmed.

4 / 5

Actionability

Code blocks are complete, copy-paste ready, include correct imports, and cover the common cases (client creation variants, send-to-all/group/user/connection, group/connection management, tokens, permissions, async, error handling).

5 / 5

Workflow Clarity

The skill is a catalog of API operations rather than a sequenced workflow, and destructive/batch calls (closeConnection, closeGroupConnections, closeUserConnections, revokePermission) appear with no validation or verify checkpoints, capping this dimension at 3 per the rubric.

3 / 5

Progressive Disclosure

No bundle files exist and the entire ~300-line API reference is inlined in SKILL.md; sections are well-labeled, but content that clearly belongs in separate reference files (e.g. full method reference, examples) is not split out.

3 / 5

Total

15

/

20

Passed

Description

73%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 well-formed with explicit what/when structure, third-person imperative voice, and a distinct Azure+Java niche. Its main weakness is specificity — a single generic verb underrepresents the SDK's actual capabilities.

Suggestions

Replace the single verb "Build" with a short enumeration of concrete capabilities, e.g. "Send WebSocket messages, manage groups and connections, and mint client access tokens with the Azure Web PubSub SDK for Java."

Add natural synonyms to the trigger clause such as "pub/sub", "broadcasting", or "real-time fan-out" to broaden keyword coverage.

DimensionReasoningScore

Specificity

"Build real-time web applications with Azure Web PubSub SDK for Java" names the domain and a concrete action but offers only one verb (build) and no enumeration of capabilities like token generation, group management, or permission grants.

3 / 5

Completeness

Both a clear "what" (build real-time web apps with the SDK) and an explicit "Use when..." clause with concrete triggers are present; it stops just short of the comprehensive, fully-enumerated trigger list that would warrant a 5.

4 / 5

Trigger Term Quality

"WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications" are natural terms users would say, though synonyms like "pub/sub" or "broadcasting" are only partially covered.

4 / 5

Distinctiveness Conflict Risk

"Azure Web PubSub SDK for Java" carves out a clear, narrow niche with provider- and language-specific triggers, making conflict with other skills minimal.

5 / 5

Total

16

/

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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