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claude-code

Marketplace ai-tools

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.

install
source · Clone the upstream repo
git clone https://github.com/aiskillstore/marketplace
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/aiskillstore/marketplace "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/dbxstudio/ai-tools" ~/.claude/skills/aiskillstore-marketplace-ai-tools && rm -rf "$T"
manifest: skills/dbxstudio/ai-tools/SKILL.md
source content

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_schema
Get all tables and structure from schema store
schema_name
get_table_data
Preview rows from a table (generates SELECT)
table_name
execute_query
Run a SELECT/WITH query
sql
generate_chart
Create chart config (bar/line/pie/scatter/area/histogram)
chart_type
, 
title
, 
data_query
describe_table
Get table metadata from 
schemaTables
DB table
table_name
get_table_stats
Get statistics summary for a table
table_name

AI Providers

Service IDProviderFile
1AWS Bedrock
ai-stream.ts
(streaming) + 
providersWithTools.ts
2OpenAI
providersWithTools.ts
→ 
callOpenAIWithTools
3Anthropic
providersWithTools.ts
→ 
callAnthropicWithTools
4Qwen
index.ts
5Ollama
index.ts
6Gemini
index.ts
7Groq
index.ts
8DBX AgentExternal → 
MAIN_SERVER_URL

Tool Format Conversions

// 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