--- title: "compose vs chief" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/docker-compose-vs-minicodemonkey-chief" tools: ["docker-compose", "minicodemonkey-chief"] --- # compose vs chief *GraphCanon updated Sep 20, 2026* ## Verdict Pick compose if a tool for defining and orchestrating multi-container applications with Docker using Compose files; pick chief if chief uses Claude API for automation in project task completion. [compose](https://docs.docker.com/compose/) reports 38k GitHub stars, 5.8k forks, and 107 open issues, last pushed Sep 17, 2026. [chief](https://chiefloop.com) has 476 stars, 50 forks, and 26 open issues, last pushed May 28, 2026. Figures are from public GitHub metadata via [compose's repository](https://github.com/docker/compose) and [chief's repository](https://github.com/MiniCodeMonkey/chief). | | [compose](/tools/docker-compose.md) | [chief](/tools/minicodemonkey-chief.md) | | --- | --- | --- | | Tagline | Define and run multi-container applications with Docker | Automation tool for building projects with Claude | | Stars | 38,178 | 476 | | Forks | 5,818 | 50 | | Open issues | 107 | 26 | | Language | Go | Go | | Adopt for | A tool for defining and orchestrating multi-container applications with Docker using Compose files. | Chief uses Claude API for automation in project task completion. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [compose](/tools/docker-compose.md) | [chief](/tools/minicodemonkey-chief.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 114d | | Open issues (now) | 107 | 26 | | Stars delta | +139 (30d) | +4 (30d) | | Open issues delta | +2 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/docker-compose/trust.md) | [trust report](/tools/minicodemonkey-chief/trust.md) | ## Decision facts: compose - **Adopt for:** A tool for defining and orchestrating multi-container applications with Docker using Compose files. ## Decision facts: chief - **Adopt for:** Chief uses Claude API for automation in project task completion. ## Choose when ### Choose compose if… - License: compose is Apache-2.0, chief is MIT. - Tags unique to compose: containerization, docker-compose, orchestration. - compose ships Docker support for self-hosted deployment. - When your project involves running multiple connected services or microservices, as Docker Compose streamlines the orchestration of these with Docker. ### Choose chief if… - License: chief is MIT, compose is Apache-2.0. - Tags unique to chief: ai, automation, claude-code, cli. - When you aim to leverage Claude's capabilities specifically for automating and completing project tasks. ## When NOT to use compose - When your application orchestration needs extend beyond basic services definition and coordination provided by Compose files. - If you are specifically targeting a legacy setup or need tools that were historically paired with Docker Swarm, as some recent enhancements may lack full compatibility. - For users who require advanced orchestration features like horizontal scaling, service discovery, or load balancing outside of the capabilities offered by simple docker compose setups. ## When NOT to use chief - Avoid if your project requirements do not align with Claude API functionalities, as Chief's automation loops are Claude-specific. - Not suitable for teams preferring tools built with languages other than Go or without a need for TUI support. ## Common questions ### What is the difference between compose and chief? compose: Define and run multi-container applications with Docker. chief: Automation tool for building projects with Claude. See the comparison table for live GitHub stats and shared categories. ### When should I choose compose over chief? Choose compose over chief when License: compose is Apache-2.0, chief is MIT; Tags unique to compose: containerization, docker-compose, orchestration; compose ships Docker support for self-hosted deployment; When your project involves running multiple connected services or microservices, as Docker Compose streamlines the orchestration of these with Docker. ### When should I choose chief over compose? Choose chief over compose when License: chief is MIT, compose is Apache-2.0; Tags unique to chief: ai, automation, claude-code, cli; When you aim to leverage Claude's capabilities specifically for automating and completing project tasks. ### When should I avoid compose? When your application orchestration needs extend beyond basic services definition and coordination provided by Compose files. If you are specifically targeting a legacy setup or need tools that were historically paired with Docker Swarm, as some recent enhancements may lack full compatibility. For users who require advanced orchestration features like horizontal scaling, service discovery, or load balancing outside of the capabilities offered by simple docker compose setups. ### When should I avoid chief? Avoid if your project requirements do not align with Claude API functionalities, as Chief's automation loops are Claude-specific. Not suitable for teams preferring tools built with languages other than Go or without a need for TUI support. ### Is compose or chief more popular on GitHub? compose has more GitHub stars (38,178 vs 476). Stars measure visibility, not whether either tool fits your constraints. ### Are compose and chief open source? Yes - both are open-source projects on GitHub (compose: Apache-2.0, chief: MIT). ### Where can I find alternatives to compose or chief? GraphCanon lists graph-backed alternatives at [compose alternatives](/tools/docker-compose/alternatives) and [chief alternatives](/tools/minicodemonkey-chief/alternatives) ([compose markdown twin](/tools/docker-compose/alternatives.md), [chief markdown twin](/tools/minicodemonkey-chief/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/docker-compose-vs-minicodemonkey-chief.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, compose or chief? compose: Very active. chief: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for compose and chief? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [compose trust report](/tools/docker-compose/trust); [chief trust report](/tools/minicodemonkey-chief/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=docker-compose`](/api/graphcanon/graph?tool=docker-compose) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_