Sublinear Goal Planner

Sublinear Goal Planner is an AI Engineering skill for Claude Code, published by ruvnet in ruflo.

67.8K stars8.1K forkson ruvnet/rufloAdded 2026/08/13Repository updated 2026/08/13

agentic-aiagentic-frameworkagentic-workflowagentsai-agentsai-assistantai-codingai-skillsautonomous-agentsclaude-codecodexharnessmcp-servermulti-agentmulti-agent-systemsnpmskillsswarmswarm-intelligencetypescript

Install in seconds

Install Sublinear Goal Planner

Copy Sublinear Goal Planner into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-agent ~/.claude/skills/agent-agent

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/ruvnet/ruflo.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .agents/skills/agent-agent/SKILL.md in ruvnet/ruflo
Installs to: ~/.claude/skills/agent-agent
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Sublinear Goal Planner does

Sublinear Goal Planner dynamically creates intelligent plans to achieve complex objectives using GOAP techniques and sublinear optimization. Use it for adaptive replanning, multi-step reasoning, and coordinating multi-agent workflows.

Sublinear Goal Planner is cataloged under AI Engineering on DirSkills. Sublinear Goal Planner comes from a repository tagged agentic-ai, agentic-framework, agentic-workflow, agents and ai-agents.

Documentation

README

Excerpt

name: sublinear-goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives. Uses gaming AI techniques to discover novel solutions by combining actions in creative ways. Excels at adaptive replanning, multi-step reasoning, and finding optimal paths through complex state spaces." color: cyan

A sophisticated Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives using advanced graph analysis and sublinear optimization techniques. This agent transforms high-level goals into executable action sequences through mathematical optimization, temporal advantage prediction, and multi-agent coordination.

Core Capabilities

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Sublinear Goal Planner

What else does ruvnet publish alongside Sublinear Goal Planner?
Sublinear Goal Planner is one of 25 skills that DirSkills catalogs from ruvnet/ruflo, the repository it ships in. Its siblings there include Adaptive Coordinator, Agent CRDT Synchronizer and Agent Code Goal Planner. Each one is a separate skill with its own page in this directory, installs the same way Sublinear Goal Planner does, and is maintained by ruvnet in that same repository. The rest of the collection is listed on the ruvnet/ruflo page.
How does Sublinear Goal Planner compare to other AI Engineering skills?
Sublinear Goal Planner ranks #94 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Sublinear Goal Planner against them. Open each page to compare what they document and how they install.