CtrlK
BlogDocsLog inGet started
Tessl Logo

zai-cli

Z.AI CLI providing: - Vision: image/video analysis, OCR, UI-to-code, error diagnosis (GLM-4.6V) - Search: real-time web search with domain/recency filtering - Reader: web page to markdown extraction - Repo: GitHub code search and reading via ZRead - Tools: MCP tool discovery and raw calls - Code: TypeScript tool chaining Use for visual content analysis, web search, page reading, or GitHub exploration. Requires Z_AI_API_KEY.

69

Quality

84%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

92%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a well-crafted skill that is concise, actionable, and clearly structured. It efficiently covers all CLI commands with executable examples and appropriate use of tables. The only minor weakness is the reference to `references/advanced.md` which cannot be verified since no bundle files were provided, though the content organization and disclosure strategy are sound.

DimensionReasoningScore

Conciseness

The content is lean and efficient. It uses a table for command overview, provides concise examples, and avoids explaining what CLI tools are or how npx works. Every section earns its place.

3 / 3

Actionability

Provides fully executable, copy-paste ready commands for every major feature. The Quick Start section covers all key use cases with real command-line examples including flags and arguments.

3 / 3

Workflow Clarity

This is a single-task CLI tool skill where each command is independent. The setup → commands → quick start → output flow is clear and logical. The `doctor` command serves as a validation/verification step for setup. No destructive or batch operations require feedback loops.

3 / 3

Progressive Disclosure

References `references/advanced.md` for advanced topics which is good one-level-deep disclosure, but no bundle files were provided to verify the reference exists. The skill also mentions `--help` as self-documenting which is a reasonable form of progressive disclosure, but the advanced reference path cannot be validated.

2 / 3

Total

11

/

12

Passed

Description

77%

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 well-structured with clear categorization of capabilities and an explicit 'Use for' clause. Its main strengths are specificity and completeness, listing concrete actions across six domains. However, the breadth of capabilities could cause overlap with more specialized skills, and some trigger terms lean toward product-specific jargon rather than natural user language.

Suggestions

Add more natural user-facing trigger terms like 'screenshot analysis', 'scrape webpage', 'look at this image', 'search the web' to improve discoverability when users phrase requests naturally.

Consider narrowing the 'Use for' clause to emphasize what makes this skill unique compared to standalone search or vision skills, e.g., 'Use when needing Z.AI-specific capabilities or chaining vision, search, and code tools together.'

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions organized by category: image/video analysis, OCR, UI-to-code, error diagnosis, web search with filtering, web page to markdown extraction, GitHub code search, MCP tool discovery, and TypeScript tool chaining. Very detailed and actionable.

3 / 3

Completeness

Clearly answers both 'what' (detailed capability list across six categories) and 'when' ('Use for visual content analysis, web search, page reading, or GitHub exploration'). The 'Use for...' clause provides explicit trigger guidance.

3 / 3

Trigger Term Quality

Includes some natural keywords like 'image', 'video', 'OCR', 'web search', 'GitHub', 'markdown', but many terms are product-specific (GLM-4.6V, ZRead, MCP) rather than what users would naturally say. Missing common variations like 'screenshot', 'scrape', 'crawl', 'read webpage'.

2 / 3

Distinctiveness Conflict Risk

While the Z.AI CLI branding and specific model references (GLM-4.6V) help distinguish it, the broad scope covering vision, search, reading, and code could overlap with dedicated image analysis, web search, or GitHub skills. The combination of many capabilities in one skill increases conflict risk with more specialized skills.

2 / 3

Total

10

/

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
numman-ali/n-skills
Reviewed

Table of Contents

Is this your skill?

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.