Agent skill

AI Tools

by Dbxstudio in Dbxstudio/dbx-studio

Reference for all AI tools available in DBX Studio's AI chat system.

Apache-2.0Auto-check passedAI & LLM Engineering

Install AI Tools

skills CLI
$ npx skills add Dbxstudio/dbx-studio --skill ai-tools -a claude-code

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

GitHub CLI
$ gh skill install Dbxstudio/dbx-studio ai-tools --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/Dbxstudio/dbx-studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-tools .claude/skills/ai-tools && 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-tools
GitHub stars
103
Used in
2 other repos
Token cost
~643 tokens
SKILL.md length
176 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
Apache-2.0

At a glance

Reference for all AI tools available in DBX Studio's AI chat system.

  • Works in 5 steps: Add to AI_TOOLS array in tools.ts → Add execution logic in toolExecutor.ts →… → Implement the handler function… → …
  • Debugging AI tool definitions
  • SKILL.md covers Tool Definitions Location, Tool Executor Location, Available Tools (AI_TOOLS array) and AI Providers, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

AI Tools is an agent skill from Dbxstudio/dbx-studio. Reference for all AI tools available in DBX Studio's AI chat system. Use when adding, modifying, or debugging AI tool definitions, tool execution, or provider integrations.

Its SKILL.md is about 640 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 AI & LLM Engineering, covering Structured output and tool calling. It works with SQL. The repository describes itself as: Free Open-source AI SQL client that helps developers and data teams explore databases using natural language. The licence is Apache-2.0.

When your agent uses it

  • Debugging AI tool definitions
  • Provider integrations

Example prompts

  • “/ai-tools”

Workflow steps

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

  1. Add to AI_TOOLS array in tools.ts
  2. Add execution logic in toolExecutor.ts → executeTool switch
  3. Implement the handler function executeMyNewTool(input, context)
  4. Both getAnthropicTools() and getOpenAITools() will pick it up automatically
  5. For Bedrock, the conversion in ai-stream.ts is also automatic

What it can do on your machine

Read from SKILL.md and the folder at commit 9592eb7. 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 (its code samples are typescript).

    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 Tools loads about 643 tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 176 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
~643

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 Dbxstudio/dbx-studio at commit 9592eb7, republished under its Apache-2.0 licence (© Dbxstudio). 176 words, ~643 tokens.

Download SKILL.mdSave it as .claude/skills/ai-tools/SKILL.md (or your agent's skills folder).
name
ai-tools
description
Reference for all AI tools available in DBX Studio's AI chat system. Use when adding, modifying, or debugging AI tool definitions, tool execution, or provider integrations.
user-invocable
false

DBX Studio AI Tools Reference

Tool Definitions Location

apps/api/src/orpc/routers/ai/tools.ts

Tool Executor Location

apps/api/src/orpc/routers/ai/toolExecutor.ts

Available Tools (AI_TOOLS array)

Tool NamePurposeRequired Params
read_schemaGet all tables and structure from schema storeschema_name
get_table_dataPreview rows from a table (generates SELECT)table_name
execute_queryRun a SELECT/WITH querysql
generate_chartCreate chart config (bar/line/pie/scatter/area/histogram)chart_type, title, data_query
describe_tableGet table metadata from schemaTables DB tabletable_name
get_table_statsGet statistics summary for a tabletable_name

AI Providers

Service IDProviderFile
1AWS Bedrockai-stream.ts (streaming) + providersWithTools.ts
2OpenAIprovidersWithTools.ts → callOpenAIWithTools
3AnthropicprovidersWithTools.ts → callAnthropicWithTools
4Qwenindex.ts
5Ollamaindex.ts
6Geminiindex.ts
7Groqindex.ts
8DBX AgentExternal → MAIN_SERVER_URL

Tool Format Conversions

typescript
// Anthropic format
getAnthropicTools() → { name, description, input_schema }

// OpenAI format
getOpenAITools() → { type: 'function', function: { name, description, parameters } }

// Bedrock format (in ai-stream.ts)
{ toolSpec: { name, description, inputSchema: { json: input_schema } } }

Adding a New Tool

  1. Add to AI_TOOLS array in tools.ts
  2. Add execution logic in toolExecutor.ts → executeTool switch
  3. Implement the handler function executeMyNewTool(input, context)
  4. Both getAnthropicTools() and getOpenAITools() will pick it up automatically
  5. For Bedrock, the conversion in ai-stream.ts is also automatic

System Prompt Location

Main streaming system prompt: apps/api/src/routes/ai-stream.ts around line 132–172

oRPC chat system prompt: apps/api/src/orpc/routers/ai/providersWithTools.ts — SYSTEM_PROMPT_WITH_TOOLS constant

© Dbxstudio, 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/ai-tools of Dbxstudio/dbx-studio.

Open the folder on GitHubat commit 9592eb7

Used in 2 other repositories

We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in Dbxstudio/dbx-studio, which our catalogue first saw on October 7, 2026.

Compare with similar skills

AI Tools 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 Tools compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI Tools this skillDbxstudio/dbx-studio1032 repos~643Automated safety check: PassApache-2.0
Rl Env From Descriptionadithya-s-k/FineEnvs443—~2.3kAutomated safety check: NotesApache-2.0
Building Agentsericrisco/rsc-harness167—~5kAutomated safety check: PassMIT
Planning With Filesjarrodwatts/claude-code-config1.1k5 repos~967Automated safety check: PassNone
Tool Use Data Synthesissunny-glow/Auto-BenchMax1.3k—~3.3kAutomated safety check: PassNone
Agent Harness ConstructionKartikLabhshetwar/mind-mentor1477 repos~500Automated safety check: PassApache-2.0

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Works with

Questions about AI Tools

What does AI Tools do?

Reference for all AI tools available in DBX Studio's AI chat system. AI Tools is an agent skill from Dbxstudio/dbx-studio. Reference for all AI tools available in DBX Studio's AI chat system.

When should I use AI Tools?

AI Tools fits situations like: debugging AI tool definitions; provider integrations.

How do I install AI Tools in Claude Code?

Run `npx skills add Dbxstudio/dbx-studio --skill ai-tools -a claude-code`. Or copy the skill folder (skills/ai-tools in Dbxstudio/dbx-studio) into .claude/skills/ai-tools in your project. Claude Code loads it when a task matches its description.

How do I install AI Tools in Codex?

Run `npx skills add Dbxstudio/dbx-studio --skill ai-tools -a codex`. Or copy the skill folder (skills/ai-tools in Dbxstudio/dbx-studio) into .agents/skills/ai-tools in your project. Codex loads it when a task matches its description.

Can I use AI Tools 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 Dbxstudio/dbx-studio --skill ai-tools -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-tools, .gemini/skills/ai-tools, .github/skills/ai-tools and .opencode/skills/ai-tools in your project.

What does AI Tools need to run?

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

Does AI Tools 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 Tools 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 Tools use?

AI Tools 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 Tools use?

About 643 tokens (SKILL.md is roughly 2.6k 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 Tools?

Skills that share tags, products or a category with AI Tools: Rl Env From Description (adithya-s-k/FineEnvs, 443 stars), Building Agents (ericrisco/rsc-harness, 167 stars), Planning With Files (jarrodwatts/claude-code-config, 1.1k stars) and Tool Use Data Synthesis (sunny-glow/Auto-BenchMax, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Tools?

Dbxstudio (a GitHub organization) maintains it in Dbxstudio/dbx-studio, which has 103 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on August 3, 2026.

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