Agent skill

CLI Anything Novita

by HKUDS in HKUDS/CLI-Anything

Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models.

Apache-2.0Auto-check passed

Install CLI Anything Novita

skills CLI
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-novita -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install HKUDS/CLI-Anything cli-anything-novita --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cli-anything-novita .claude/skills/cli-anything-novita && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
cli-anything-novita
GitHub stars
52k
Token cost
~950 tokens
SKILL.md length
271 words
Files
1
Skills in repo
78
Repo updated
First seen
Licence
Apache-2.0

At a glance

Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models.

  • Works in 5 steps: Always use --json flag for parseable… → Check return codes - 0 for success,… → Parse stderr for error messages on failure → …
  • SKILL.md covers Installation, Usage, Command Groups and Examples, plus 5 more sections
  • Calls pip; needs NOVITA_API_KEY

What it does

CLI Anything Novita is an agent skill from HKUDS/CLI-Anything. Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models.

Its SKILL.md is about 950 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with DeepSeek, OpenAI, MiniMax and Zhipu GLM. The repository describes itself as: "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/. The licence is Apache-2.0.

Example prompts

  • “/cli-anything-novita”

Requirements

  • Python 3
  • A credential in NOVITA_API_KEY

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Always use --json flag for parseable output
  2. Check return codes - 0 for success, non-zero for errors
  3. Parse stderr for error messages on failure
  4. Use absolute paths for all file operations
  5. Verify outputs exist after export operations

What it can do on your machine

Read from SKILL.md and the folder at commit 34f5195. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • novita.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • NOVITA_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

CLI Anything Novita loads about 950 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 271 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~950

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from HKUDS/CLI-Anything at commit 34f5195, republished under its Apache-2.0 licence (© HKUDS). 271 words, ~950 tokens.

Download SKILL.mdSave it as .claude/skills/cli-anything-novita/SKILL.md (or your agent's skills folder).
name
cli-anything-novita
description
Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models.

cli-anything-novita

A CLI harness for Novita AI - an OpenAI-compatible API service for AI models like DeepSeek, GLM, and others.

Installation

This CLI is installed as part of the cli-anything-novita package:

bash
pip install cli-anything-novita

Prerequisites:

Usage

Basic Commands
bash
# Show help
cli-anything-novita --help

# Start interactive REPL mode
cli-anything-novita

# Chat with model
cli-anything-novita chat --prompt "What is AI?" --model deepseek/deepseek-v3.2

# Streaming chat
cli-anything-novita stream --prompt "Write a poem about code"

# List available models
cli-anything-novita models

# JSON output (for agent consumption)
cli-anything-novita --json chat --prompt "Hello"
REPL Mode

When invoked without a subcommand, the CLI enters an interactive REPL session:

bash
cli-anything-novita
# Enter commands interactively with tab-completion and history

Command Groups

Chat

Chat with AI models through the Novita API.

CommandDescription
chatChat with the Novita API
streamStream chat completion
Session

Session management for chat history.

CommandDescription
statusShow session status
clearClear session history
historyShow command history
Config

Configuration management.

CommandDescription
setSet a configuration value
getGet a configuration value (or show all)
deleteDelete a configuration value
pathShow the config file path
Utility
CommandDescription
testTest API connectivity
modelsList available models

Examples

Configure API Key
bash
# Set API key via config file (recommended)
cli-anything-novita config set api_key "sk-xxx"

# Or use environment variable
export NOVITA_API_KEY="sk-xxx"
Chat with DeepSeek
bash
# Simple chat
cli-anything-novita chat --prompt "Explain quantum computing" --model deepseek/deepseek-v3.2

# Streaming chat
cli-anything-novita stream --prompt "Write a Python function to calculate factorial"
Test Connectivity
bash
# Verify API key and connectivity
cli-anything-novita test --model deepseek/deepseek-v3.2

# List all available models
cli-anything-novita models

Default Models

The Novita API supports multiple model providers:

Model IDProviderDescription
deepseek/deepseek-v3.2DeepSeekDeepSeek V3.2 model (default)
zai-org/glm-5Zhipu AIGLM-5 model
minimax/minimax-m2.5MiniMaxMiniMax M2.5 model

Output Formats

All commands support dual output modes:

  • Human-readable (default): Tables, colors, formatted text
  • Machine-readable (--json flag): Structured JSON for agent consumption
bash
# Human output
cli-anything-novita chat --prompt "Hello"

# JSON output for agents
cli-anything-novita --json chat --prompt "Hello"

For AI Agents

When using this CLI programmatically:

  1. Always use --json flag for parseable output
  2. Check return codes - 0 for success, non-zero for errors
  3. Parse stderr for error messages on failure
  4. Use absolute paths for all file operations
  5. Verify outputs exist after export operations

More Information

  • Full documentation: See README.md in the package
  • Test coverage: See TEST.md in the package
  • Methodology: See HARNESS.md in the cli-anything-plugin

Version

1.0.0

© HKUDS, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/cli-anything-novita of HKUDS/CLI-Anything.

Open the folder on GitHubat commit 34f5195

Compare with similar skills

CLI Anything Novita next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

CLI Anything Novita compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
CLI Anything Novita this skillHKUDS/CLI-Anything52k—~950Automated safety check: PassApache-2.0
Adversarial Speczscole/adversarial-spec556—~8.3kAutomated safety check: NotesMIT
Geoliangdabiao/GEO-Content-Optimizer-Skill2051 repos~2.3kAutomated safety check: NotesMIT
Daily Briefleiting-eric/DailyBrief367—~3kAutomated safety check: NotesMIT
Model Architecture Diagram FinderBBuf/AI-Infra-Auto-Driven-SKILLS938—~1.2kAutomated safety check: PassNone
Image Genopen-octo/octo-agent125—~3.1kAutomated safety check: NotesMIT

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Questions about CLI Anything Novita

What does CLI Anything Novita do?

Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models. CLI Anything Novita is an agent skill from HKUDS/CLI-Anything. Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models.

How do I install CLI Anything Novita in Claude Code?

Run `npx skills add HKUDS/CLI-Anything --skill cli-anything-novita -a claude-code`. Or copy the skill folder (skills/cli-anything-novita in HKUDS/CLI-Anything) into .claude/skills/cli-anything-novita in your project. Claude Code loads it when a task matches its description.

How do I install CLI Anything Novita in Codex?

Run `npx skills add HKUDS/CLI-Anything --skill cli-anything-novita -a codex`. Or copy the skill folder (skills/cli-anything-novita in HKUDS/CLI-Anything) into .agents/skills/cli-anything-novita in your project. Codex loads it when a task matches its description.

Can I use CLI Anything Novita in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HKUDS/CLI-Anything --skill cli-anything-novita -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cli-anything-novita, .gemini/skills/cli-anything-novita, .github/skills/cli-anything-novita and .opencode/skills/cli-anything-novita in your project.

What does CLI Anything Novita need to run?

Going by SKILL.md and its folder, CLI Anything Novita needs the command-line tools its instructions call (pip) and credentials named NOVITA_API_KEY. Our summary lists: Python 3; A credential in NOVITA_API_KEY.

Does CLI Anything Novita access the network?

SKILL.md names 1 domain. As links in the text: novita.ai. This is read from the text; nothing was executed.

Is CLI Anything Novita safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does CLI Anything Novita use?

CLI Anything Novita is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does CLI Anything Novita use?

About 950 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to CLI Anything Novita?

Skills that share tags, products or a category with CLI Anything Novita: Adversarial Spec (zscole/adversarial-spec, 556 stars), Geo (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars), Daily Brief (leiting-eric/DailyBrief, 367 stars) and Model Architecture Diagram Finder (BBuf/AI-Infra-Auto-Driven-SKILLS, 938 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains CLI Anything Novita?

HKUDS (a GitHub organization) maintains it in HKUDS/CLI-Anything, which has 51,809 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on September 22, 2026.

Source: HKUDS/CLI-Anything on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.