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.

Quality

100%

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Securityby

Low

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Quality

Content

100%Weight 40%Scale 1-3

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

The body is an efficient, actionable command reference with executable examples and a verification command, and it cleanly separates advanced detail into a single well-signaled reference file. It respects the token budget while remaining concrete.

Dimension	Reasoning	Score
Conciseness	The body is lean — a command table, copy-paste quick-start examples, and a brief output section — with no padding or explanation of concepts Claude already knows.	3 / 3
Actionability	Provides fully executable, specific commands such as `npx zai-cli vision analyze ./screenshot.png "What errors do you see?"` and search/read/repo invocations that are copy-paste ready.	3 / 3
Workflow Clarity	As a simple CLI-tool reference, each command is unambiguous and the included `doctor` command functions as a setup/connectivity verification checkpoint, satisfying the simple-skill allowance.	3 / 3
Progressive Disclosure	SKILL.md is a concise overview that defers advanced material (raw MCP tools, Code Mode, performance tuning) one level deep to a real, well-organized references/advanced.md, clearly signaled.	3 / 3
	Total	12 / 12 Passed

Description

100%Weight 40%Scale 1-3

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 concise yet specific, naming concrete capabilities and giving an explicit "Use for..." trigger clause that covers the natural terms a user would say. It cleanly answers both what the skill does and when to use it within a distinct niche.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions per capability domain — "image/video analysis, OCR, UI-to-code, error diagnosis", "domain/recency filtering", "web page to markdown extraction" — matching the top anchor for specific concrete actions.	3 / 3
Completeness	Explicitly answers both what (the capability list) and when ("Use for visual content analysis, web search, page reading, or GitHub exploration"), satisfying the top anchor for an explicit trigger clause.	3 / 3
Trigger Term Quality	The "Use for visual content analysis, web search, page reading, or GitHub exploration" clause plus terms like OCR and UI-to-code give good coverage of natural phrasing a user would actually say.	3 / 3
Distinctiveness Conflict Risk	Scoped to a clearly named Z.AI CLI with distinct capability triggers (vision/search/read/repo/code), making it unlikely to fire for unrelated skills.	3 / 3
	Total	12 / 12 Passed

Validation

100%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: numman-ali/n-skills
Path: skills/tools/zai-cli/skills/zai-cli/SKILL.md
Commit: b1c6173

Reviewed: 8 days ago

Table of Contents

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