By ampedweb
Data engineering, ML, and AI specialists - data pipelines, machine learning, LLM architecture
Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
Use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making.
Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure. Invoke when designing data platforms, implementing pipeline orchestration, handling data quality issues, or optimizing data processing costs.
Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations.
Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution.
Uses power tools
Uses Bash, Write, or Edit tools
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A curated collection of AI coding agent definitions for Claude Code, OpenCode, and Cursor.
Forked from VoltAgent/awesome-claude-code-subagents and extended to support multiple AI coding tools.
This repository contains 131+ specialised AI agent definitions organised into 10 categories. The definitions in categories/ use the Claude Code format as the canonical source. The generate.sh script produces equivalent definitions for OpenCode and Cursor.
Cursor also reads .claude/agents/ and ~/.claude/agents/ natively for compatibility, but the generated Cursor definitions in agent-specific/cursor/ add readonly: true support for agents that have no write, edit, or bash tools.
| Tool | Global | Project |
|---|---|---|
| Claude Code | ~/.claude/agents/ | .claude/agents/ |
| OpenCode | ~/.config/opencode/agents/ | .opencode/agents/ |
| Cursor | ~/.cursor/agents/ | .cursor/agents/ |
Claude Code reads the definitions in categories/ directly. No generation step is needed.
Option 1 - Symlink via setup.sh (recommended):
git clone https://github.com/ampedweb/awesome-subagents.git
cd awesome-subagents
./setup.sh global # global access across all projects
./setup.sh project /path/to/your-project # project-level only
The script creates a single symlink named awesome-subagents/ inside each tool's agents directory, so agents appear as awesome-subagents/01-core-development/backend-developer, etc.
Option 2 - Copy manually:
git clone https://github.com/VoltAgent/awesome-claude-code-subagents.git
cd awesome-claude-code-subagents
./install-agents.sh
OpenCode requires generated definitions. Run generate.sh first, then setup.sh.
git clone https://github.com/ampedweb/awesome-subagents.git
cd awesome-subagents
./generate.sh # generates agent-specific/opencode/ and agent-specific/cursor/
./setup.sh global # symlinks OpenCode into ~/.config/opencode/agents/
./setup.sh project /path/to/your-project # symlinks OpenCode into the project
Cursor requires generated definitions for full readonly support. Run generate.sh first, then setup.sh.
git clone https://github.com/ampedweb/awesome-subagents.git
cd awesome-subagents
./generate.sh # generates agent-specific/cursor/ (with readonly: true where applicable)
./setup.sh global # symlinks Cursor into ~/.cursor/agents/
./setup.sh project /path/to/your-project # symlinks Cursor into the project
Cursor also reads .claude/agents/ natively, so installing for Claude Code covers basic Cursor support. The generated Cursor definitions additionally apply readonly: true to agents that have no write, edit, or bash tools, and map the model field to Cursor-native model IDs (sonnet -> claude-4.6-sonnet, opus -> claude-4.6-opus, haiku -> claude-4.5-haiku).
generate.sh - Translates Claude Code definitions into OpenCode and Cursor formats.
| Command | Description |
|---|---|
./generate.sh | Generate all definitions (default) |
./generate.sh clean | Remove all generated files |
./generate.sh list | List source agents with details |
./generate.sh help | Show help |
setup.sh - Creates or removes symlinks between agent directories and tool config. All commands present an interactive checkbox selector to choose which tools (Claude Code, OpenCode, Cursor) to link or unlink.
| Command | Description |
|---|---|
./setup.sh global | Symlink into global config |
./setup.sh project <path> | Symlink into a project's local config |
./setup.sh unlink global | Remove global symlinks |
./setup.sh unlink project <path> | Remove project symlinks |
Plugin: voltagent-core-dev
Essential development subagents for everyday coding tasks.
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