# Build embeddable Rust coding agents with Cersei

> Compose coding-agent primitives in Rust, including tool execution, LLM streaming, sub-agent orchestration, memory, and MCP support, as an embeddable application workflow.

- Skill: `agentskillexchange/build-embeddable-rust-coding-agents-with-cersei` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/build-embeddable-rust-coding-agents-with-cersei`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/build-embeddable-rust-coding-agents-with-cersei/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/build-embeddable-rust-coding-agents-with-cersei

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# Build embeddable Rust coding agents with Cersei

Compose coding-agent primitives in Rust, including tool execution, LLM streaming, sub-agent orchestration, memory, and MCP support, as an embeddable application workflow.

## Prerequisites

Rust toolchain, Cargo, model provider credentials, optional MCP-compatible tools

## Installation

Use the upstream install or setup path that matches your environment:
- cargo install --path crates/abstract-cli
- cargo run --example stress_core_infrastructure --release # system prompt, compact, context, bash classifier
- cargo run --example stress_tools --release # all 30+ tools, registry, performance
- cargo run --example stress_orchestration --release # sub-agents, coordinator, tasks, messaging

Basic usage or getting-started notes:
- abstract # Interactive REPL
- abstract "fix the failing tests" # Single-shot
- abstract --resume # Resume last session

- Source: https://github.com/pacifio/cersei
- Extracted from upstream docs: https://raw.githubusercontent.com/pacifio/cersei/HEAD/README.md

## Documentation

- https://cersei.pacifio.dev/docs

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/build-embeddable-rust-coding-agents-with-cersei/)