En

acp-forge

Multi-Agent Orchestration and Execution Graph Framework

开发流程 协调多智能体编排子代理编排工作流程 通用 ★ 6 Updated 2026-08-02

Install & Use

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Help me install this AI Skill: acp-forge.
It is used for: Multi-Agent Orchestration and Execution Graph Framework
Full Skill content: https://321skill.com/skills/acp-forge/raw/index.md
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This Skill addresses the lack of reproducibility, delayed conflict detection, and weak skill composition capabilities in multi-agent collaboration. On platforms like Grok Build, multiple sub-agents work in parallel but cannot replay sessions, detect file conflicts in advance, or orchestrate complex skill pipelines. ACP Forge fills these critical gaps by introducing a content-addressable execution DAG, pre-merge conflict detection for working trees, and composable skill pipelines.

Usage is straightforward: simply clone the repository and run cargo build to compile, then initialize a session via the CLI, specify a base branch, and let multiple sub-agents execute in parallel within isolated git working trees. You can then load skills in TOML and SKILL.md formats using cargo run -- skill list, compose pipelines with cargo run -- skill render, and verify session integrity with cargo run -- session v. It also integrates seamlessly with Grok Build's ACP agent pipeline—just add an endpoint in the configuration file.

It is ideal for teams or individuals requiring multi-agent coordination, especially those already using Grok Build for divide-and-conquer development but seeking stronger observability and preemptive conflict handling. It also suits scenarios needing reproducible experimental workflows and templated skill reuse, such as CI/CD pipelines, automated code reviews, and multimodal data validation. For projects prioritizing auditability and team collaboration transparency, this is a powerful addition.

It is recommended to integrate it as an external ACP agent in Grok Build projects to maximize its orchestration capabilities. Note that it primarily relies on Rust 2024 edition and ACP SDK 0.14, currently only supports integration with Grok Build's ACP agent, and may require additional adaptation for other platforms. Additionally, it defaults to a maximum of 8 parallel sub-agents, aligning with Grok Build's native limit; resource consumption should be evaluated for large-scale scenarios.

Key Features

Unlike Grok Build's native black-box orchestration, ACP Forge provides a reproducible execution DAG (SHA-256 content hashing), pre-merge conflict detection for working trees, and composable TOML/SKILL.md skill pipelines, whereas the native solution only supports post-merge conflict handling and flattened skill files.

Limitations

Requires Rust 2024 edition and ACP SDK 0.14; currently only supports integration as an ACP agent with Grok Build, other platforms need additional adaptation.

FAQ

How do I install ACP Forge?

Run `git clone github.com/ky2renzzz/acp-forge.git && cd acp-forge && cargo build` to compile, then use the CLI via `cargo run`.

How does it integrate with Grok Build?

Add an acp_agents node in .grok/config.yaml, set the endpoint to http://localhost:9090/acp, and configure the trigger to on_decompose.

Installation guide for AI assistants

If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:

Visit https://321skill.com/skills/acp-forge/raw/index.md to read the original Skill definition (Markdown format) for acp-forge, and install it according to the instructions.