Automate Whatsapp
28
11%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/automate-whatsapp/SKILL.mdQuality
Discovery
22%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 description is far too terse to be effective. It names the platform (WhatsApp) but fails to specify what automation actions it performs and provides no guidance on when Claude should select this skill. It would be nearly unusable in a multi-skill environment.
Suggestions
Add specific concrete actions the skill performs, e.g., 'Send messages, schedule broadcasts, manage group chats, and set up auto-replies on WhatsApp.'
Add an explicit 'Use when...' clause with natural trigger terms, e.g., 'Use when the user asks about WhatsApp messaging, chat automation, WhatsApp bots, or sending bulk messages.'
Include common keyword variations users might say, such as 'WhatsApp', 'WA', 'chat bot', 'messaging automation', 'WhatsApp API'.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description 'Automate Whatsapp' is extremely vague — it names a domain (WhatsApp) but provides no concrete actions such as sending messages, scheduling, reading chats, or managing groups. | 1 / 3 |
Completeness | The description barely answers 'what' (automate something related to WhatsApp) and completely lacks any 'when' guidance or explicit trigger clause. | 1 / 3 |
Trigger Term Quality | 'Whatsapp' is a natural keyword users would say, but there are no additional trigger terms like 'message', 'chat', 'send', 'bot', or 'notification' that would help match user intent. | 2 / 3 |
Distinctiveness Conflict Risk | 'WhatsApp' provides some domain specificity that distinguishes it from generic automation skills, but the lack of concrete actions means it could overlap with any WhatsApp-related skill. | 2 / 3 |
Total | 6 / 12 Passed |
Implementation
0%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill contains no actual content — it is simply a '404: Not Found' error message. There are no instructions, code examples, workflows, or any usable information related to automating WhatsApp or any other task. The skill is completely non-functional.
Suggestions
Replace the 404 error with actual skill content that provides concrete, executable guidance for WhatsApp automation (e.g., using libraries like pywhatkit, selenium, or the WhatsApp Business API).
Include at minimum a quick-start section with a working code example demonstrating a basic WhatsApp automation task such as sending a message.
Add a clear workflow with steps and validation checkpoints, especially around authentication and message delivery confirmation.
Structure the content with sections (e.g., Quick Start, Configuration, Advanced Features) and reference external files for detailed API documentation if needed.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is literally an error message ('404: Not Found') with no actual skill content whatsoever. There is nothing useful or efficient here. | 1 / 3 |
Actionability | There is no actionable guidance, no code, no commands, and no instructions of any kind. The content is an error page, not a skill. | 1 / 3 |
Workflow Clarity | No workflow, steps, or processes are described. The content is entirely absent. | 1 / 3 |
Progressive Disclosure | No structure, no sections, no references, and no organization. The content is a single error line. | 1 / 3 |
Total | 4 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
description_field | 'description' is very short (17 chars), consider making it more detailed | Warning |
Total | 10 / 11 Passed | |
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Table of Contents
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