universal-basic-compute vs octo
universal-basic-compute is a plugin bundle for AI coding tools published by chiKeka. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). octo is a plugin bundle for AI coding tools published by nyldn. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-13. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  universal-basic-compute |  octo |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 0.4.0 Forks (GitHub): 1 Stars (GitHub): 0 Not marked · First seen |
Listed Version: 9.61.0 Forks (GitHub): 397 Stars (GitHub): 4 224 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | universal-basic-compute | octo |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 0 (worse) | 4 224 (better) |
| Forks (GitHub) (differs) | 1 (worse) | 397 (better) |
| Last release | Not published | Not published |
| Where it runs | Installs as a plugin bundle | Installs as a plugin bundle |
| Transport | Not stated | Not stated |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Hooks it runs (differs) | Not published | 41 |
| Parts of the bundle (differs) | 12 | 134 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/chikeka/ubc-plugin | github.com/nyldn/claude-octopus |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-12 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
universal-basic-compute
Domain-agnostic agent toolkit for discovering and assembling free-tier resources into working outcomes. You state a goal; the master agent decomposes it into the minimum viable resource set, discovers and verifies free-tier services that can fulfill each component, and produces a concrete recipe to deploy the outcome. Ships with a compute domain (free-tier cloud services into deployed software) and self-expands into new domains — education, health, finance — as users bring new goals. Built around a six-agent protocol (master, discovery, verification, assembly, deployment, monitoring) with credential management, capability fingerprinting, and recipe versioning. Designed for people who want the outcome, not the procurement journey.
octo
Multi-LLM orchestration for Claude Code and Cowork. Coordinates 8 AI providers (Codex, Gemini, Claude, Perplexity, OpenRouter, Copilot, Qwen, Ollama) through structured Double Diamond workflows with adversarial review and 75% consensus gates. 30+ specialized personas, 40+ slash commands, 50 + skills. Just say what you need — the smart router picks the right workflow.
How to run each
universal-basic-compute As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install universal-basic-compute@claude-communityocto As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install octo@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: universal-basic-compute · What it can do: octo · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.