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.
Best use case
ai-tools is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. 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.
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.
Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.
Practical example
Example input
Use the "ai-tools" skill to help with this workflow task. Context: 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.
Example output
A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.
When to use this skill
- Use this skill when you want a reusable workflow rather than writing the same prompt again and again.
When not to use this skill
- Do not use this when you only need a one-off answer and do not need a reusable workflow.
- Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/ai-tools/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How ai-tools Compares
| Feature / Agent | ai-tools | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# DBX Studio AI Tools Reference
## Tool Definitions Location
[apps/api/src/orpc/routers/ai/tools.ts](apps/api/src/orpc/routers/ai/tools.ts)
## Tool Executor Location
[apps/api/src/orpc/routers/ai/toolExecutor.ts](apps/api/src/orpc/routers/ai/toolExecutor.ts)
## Available Tools (AI_TOOLS array)
| Tool Name | Purpose | Required 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 ID | Provider | File |
|------------|----------|------|
| 1 | AWS Bedrock | `ai-stream.ts` (streaming) + `providersWithTools.ts` |
| 2 | OpenAI | `providersWithTools.ts` → `callOpenAIWithTools` |
| 3 | Anthropic | `providersWithTools.ts` → `callAnthropicWithTools` |
| 4 | Qwen | `index.ts` |
| 5 | Ollama | `index.ts` |
| 6 | Gemini | `index.ts` |
| 7 | Groq | `index.ts` |
| 8 | DBX Agent | External → `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](apps/api/src/routes/ai-stream.ts) around line 132–172
oRPC chat system prompt: [apps/api/src/orpc/routers/ai/providersWithTools.ts](apps/api/src/orpc/routers/ai/providersWithTools.ts) — `SYSTEM_PROMPT_WITH_TOOLS` constantRelated Skills
security-scanning-tools
This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detect malware", "check cloud security", or "evaluate system compliance". It provides comprehensive guidance on security scanning tools and methodologies.
scanning-tools
This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detec...
red-team-tools
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate su...
red-team-tools-and-methodology
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate subdomains", or needs security researcher techniques and tool configurations from top bug bounty hunters.
n8n-mcp-tools-expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
tools-ui
Tool lifecycle UI components for React/Next.js from ui.inference.sh. Display tool calls: pending, progress, approval required, results. Capabilities: tool status, progress indicators, approval flows, results display. Use for: showing agent tool calls, human-in-the-loop approvals, tool output. Triggers: tool ui, tool calls, tool status, tool approval, tool results, agent tools, mcp tools ui, function calling ui, tool lifecycle, tool pending
receipt-scanning-tools
This skill helps you work with the receipt scanning tools in the nonprofit_finance_db project. It includes manual entry tools, automated OCR scanning, and database integration for tracking receipts...
dev-tools-skill
Use when the user says "use the DevTools skill" or when they need help debugging a web app with Chrome DevTools MCP (UI bugs, incorrect behavior, console errors, network/API failures, or performance/lag), especially if the user seems inexperienced and needs guided, step-by-step diagnosis.
scvi-tools
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.
deeptools
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
chrome-devtools
Control Chrome browser programmatically using chrome-devtools-mcp. Use when user asks to automate Chrome, debug web pages, take screenshots, evaluate JavaScript, inspect network requests, or interact with browser DevTools. Also use when asked about browser automation, web scraping, or testing websites.
chrome-devtools-debugging
Debug and analyze web applications using Chrome DevTools MCP. Use for console log inspection, network request monitoring, performance analysis, and debugging authenticated sessions. For basic browser automation (screenshots, form filling), use browser-discovery skill instead.