Use when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling with Redis, presence tracking, room management.
92
92%
Does it follow best practices?
Impact
91%
1.16xAverage score across 6 eval scenarios
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a strong skill description that clearly defines its scope around real-time communication systems using WebSockets and Socket.IO. It provides explicit trigger conditions, lists concrete capabilities, and uses technology-specific terms that make it highly distinguishable. The description is concise yet comprehensive, following the recommended pattern of 'Use when...' with specific triggers.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: bidirectional messaging, horizontal scaling with Redis, presence tracking, room management. These are clear, actionable capabilities. | 3 / 3 |
Completeness | Explicitly answers both what (bidirectional messaging, horizontal scaling with Redis, presence tracking, room management) and when ('Use when building real-time communication systems with WebSockets or Socket.IO'). | 3 / 3 |
Trigger Term Quality | Includes strong natural keywords users would say: 'WebSockets', 'Socket.IO', 'real-time communication', 'Redis', 'presence tracking', 'room management', 'bidirectional messaging'. Good coverage of terms developers would naturally use. | 3 / 3 |
Distinctiveness Conflict Risk | Clearly scoped to real-time communication with WebSockets/Socket.IO. The combination of specific technologies (WebSockets, Socket.IO, Redis) and specific patterns (presence tracking, room management) creates a distinct niche unlikely to conflict with other skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong skill with excellent actionability and progressive disclosure. The code examples are production-quality and cover the key scenarios (server setup with auth/rooms/presence, client reconnection with message queuing). Minor improvements could be made in conciseness by trimming redundant comments and the keyword-dump Knowledge Reference section.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is mostly efficient but includes some elements that could be tightened — the Knowledge Reference section at the bottom is just a keyword list that adds little value, and some inline comments in the code examples explain things Claude already knows (e.g., 'Authentication middleware — runs before connection is established'). However, overall it respects Claude's intelligence reasonably well. | 2 / 3 |
Actionability | The code examples are fully executable, copy-paste ready, and cover both server and client sides with real libraries (Socket.IO, Redis adapter, JWT). The validation step includes a concrete command (`npx wscat`), and the constraints provide specific, actionable guidance rather than vague advice. | 3 / 3 |
Workflow Clarity | The core workflow is clearly sequenced with explicit validation checkpoints — step 4 specifies what to validate locally (auth rejection, room events, message delivery), step 5 includes a verify-before-proceeding pattern for Redis and sticky sessions. The constraints section reinforces validation requirements for production readiness. | 3 / 3 |
Progressive Disclosure | The reference guide table provides clear one-level-deep navigation to five separate reference files with explicit 'Load When' conditions, making it easy to find detailed guidance without cluttering the main skill. The main file serves as a well-structured overview with inline essentials and pointers to deeper content. | 3 / 3 |
Total | 11 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
3d95bb1
Table of Contents
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.