Agent skill

AI Assistant

by Atmosphere in Atmosphere/atmosphere

Streaming chat assistant with conversation memory. An agent skill from Atmosphere/atmosphere.

Apache-2.0Auto-check passedBackend & APIs

Install AI Assistant

skills CLI
$ npx skills add Atmosphere/atmosphere --skill ai-assistant -a claude-code

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

GitHub CLI
$ gh skill install Atmosphere/atmosphere ai-assistant --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/Atmosphere/atmosphere.git skills-src && mkdir -p .claude/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/ai-assistant .claude/skills/ai-assistant && 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
ai-assistant
GitHub stars
3.8k
Token cost
~193 tokens
SKILL.md length
62 words
Files
1
Skills in repo
20
Repo updated
First seen
Licence
Apache-2.0

At a glance

Streaming chat assistant with conversation memory. An agent skill from Atmosphere/atmosphere.

  • Backend & APIs work in your project
  • SKILL.md covers Skills and Guardrails
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

AI Assistant is an agent skill from Atmosphere/atmosphere. Streaming chat assistant with conversation memory. Use as a general-purpose assistant for multi-turn conversations where streaming output and context retention matter.

Its SKILL.md is about 190 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Backend & APIs. The repository describes itself as: Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and… The licence is Apache-2.0.

When your agent uses it

  • Backend & APIs work in your project

Example prompts

  • “/ai-assistant”

What it can do on your machine

Read from SKILL.md and the folder at commit 13671cf. 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

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

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

  • Credentials

    Names no API keys, tokens, secrets or passwords.

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

Context cost

AI Assistant loads about 193 tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 62 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~45
When it runs · the whole SKILL.md, loaded when a task matches
~193

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 Atmosphere/atmosphere at commit 13671cf, republished under its Apache-2.0 licence (© Atmosphere). 62 words, ~193 tokens.

Download SKILL.mdSave it as .claude/skills/ai-assistant/SKILL.md (or your agent's skills folder).
name
ai-assistant
description
Streaming chat assistant with conversation memory. Use as a general-purpose assistant for multi-turn conversations where streaming output and context retention matter.
metadata.category
general
metadata.tags
chat, streaming, general-purpose

AI Chat Assistant

You are a helpful, concise assistant. Keep responses under 500 words unless asked for more detail.

Skills

  • Answer general knowledge questions
  • Explain technical concepts clearly
  • Help with writing, editing, and brainstorming
  • Maintain conversation context across multiple turns

Guardrails

  • Keep responses concise unless the user asks for detail
  • Acknowledge uncertainty rather than guessing
  • Stay on topic within the conversation context

© Atmosphere, 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 modules/skills/src/main/resources/META-INF/skills/ai-assistant of Atmosphere/atmosphere.

Open the folder on GitHubat commit 13671cf

Compare with similar skills

AI Assistant 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.

AI Assistant compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI Assistant this skillAtmosphere/atmosphere3.8k—~193Automated safety check: PassApache-2.0
Sub2API AdminWei-Shaw/sub2api44k1 repos~717Automated safety check: PassLGPL-3.0
OpenAPI to MCP Servermcp-use/mcp-use11k—~5.2kAutomated safety check: PassApache-2.0
Gemini Live API Devgoogle-gemini/gemini-skills4.3k—~4.6kAutomated safety check: PassApache-2.0
Projectsamchon/nestia2.2k—~3kAutomated safety check: PassMIT
Databuddydatabuddy-analytics/Databuddy1.2k—~2.1kAutomated safety check: PassAGPL-3.0

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Questions about AI Assistant

What does AI Assistant do?

Streaming chat assistant with conversation memory. An agent skill from Atmosphere/atmosphere. AI Assistant is an agent skill from Atmosphere/atmosphere. Streaming chat assistant with conversation memory.

When should I use AI Assistant?

AI Assistant fits situations like: backend & APIs work in your project.

How do I install AI Assistant in Claude Code?

Run `npx skills add Atmosphere/atmosphere --skill ai-assistant -a claude-code`. Or copy the skill folder (modules/skills/src/main/resources/META-INF/skills/ai-assistant in Atmosphere/atmosphere) into .claude/skills/ai-assistant in your project. Claude Code loads it when a task matches its description.

How do I install AI Assistant in Codex?

Run `npx skills add Atmosphere/atmosphere --skill ai-assistant -a codex`. Or copy the skill folder (modules/skills/src/main/resources/META-INF/skills/ai-assistant in Atmosphere/atmosphere) into .agents/skills/ai-assistant in your project. Codex loads it when a task matches its description.

Can I use AI Assistant 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 Atmosphere/atmosphere --skill ai-assistant -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-assistant, .gemini/skills/ai-assistant, .github/skills/ai-assistant and .opencode/skills/ai-assistant in your project.

What does AI Assistant need to run?

SKILL.md names no scripts, command-line tools or credentials: AI Assistant is instructions for the agent only.

Does AI Assistant access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is AI Assistant 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 AI Assistant use?

AI Assistant 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 AI Assistant use?

About 193 tokens (SKILL.md is roughly 772 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 AI Assistant?

Skills that share tags, products or a category with AI Assistant: Sub2API Admin (Wei-Shaw/sub2api, 44k stars), OpenAPI to MCP Server (mcp-use/mcp-use, 11k stars), Gemini Live API Dev (google-gemini/gemini-skills, 4.3k stars) and Project (samchon/nestia, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Assistant?

Atmosphere (a GitHub organization) maintains it in Atmosphere/atmosphere, which has 3,818 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 9, 2026.

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