Orchestrates multi-agent workflows and generates provenance manifests for complex research problems.
npx skills add https://github.com/vincitamore/examples --skill forge-master
Please help me install this Agent Skill. Skill: forge-master Source: https://github.com/vincitamore/examples/tree/main Command: npx skills add https://github.com/vincitamore/examples --skill forge-master
Forge Master lets you design and run bespoke multi-agent pipelines for problems that don't fit existing recipes, enabling you to control topology, agent roles, and the manifest lifecycle.
Provide a tailored Forge Master plan for a problem requiring a custom dynamic topology and a multi-agent workflow, and generate a corresponding manifest and prompts.
High-intent search queries and answers about installing and using this skill.
A multi-agent pipeline orchestration manifest tracks provenance by coordinating agent roles, prompt conventions, and dual-written artifacts across handles and outputs from planning to completion.
You orchestrate multiple agents by defining a dynamic topology that coordinates independent concerns, assigns roles, and manages the planning-to-completion manifest lifecycle for bespoke research workflows.
You need a custom multi-agent topology when your research or design problem involves three or more independent concerns that require a bespoke pipeline beyond standard existing recipes.
Yes, you can flexibly compose agent roles such as scholar, architect, and general-purpose within the pipeline, while supplying on-demand resources through scripts, references, and assets.
Dual-writing artifacts to handles and outputs explicitly records provenance during pipeline execution, ensuring that every agent's generated artifacts are tracked and maintained in the manifest lifecycle.
A bespoke dynamic pipeline topology is less suited for simple tasks with fewer than three independent concerns, as the overhead of manifest lifecycle management and custom agent role coordination outweighs the benefits.
emellebyDesign, document, and package Claude skills with SKILL.md frontmatter.
VMAFxAdd replay-manifest sidecars to AI-generated artifacts with run provenance.
aaronbassettValidate plugin dependency declarations against installed and enabled plugins.
HemantSudarshanDesign autonomous AI agent architectures for tool use, memory, and orchestration.
