skills.rest
avavCommunity·20 Agent Skills Included

harbor

Run and manage a complete local LLM stack with one command

Starts and manages 250+ containerized AI services like Ollama, llama.cpp, vLLM, Open WebUI, and ComfyUI with a single command. Eliminates manual Docker Compose wiring, model downloads, GPU configuration, and cross-service connection setup. Includes agent skills for testing, bug hunting, release automation, and building custom LLM proxy modules.
3,202|224
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npx skills add av/harbor --all -g -y
Available:

Gives the AI agent a full CLI reference, safety rules (like avoiding hanging log commands), and workflows for configuring services, adding new ones, and running fact-driven development in this repository.

All Skills in This Repository (20)

Pure Emerald Level Indicators
📦 In Repo
avav

facts-refine

Refines draft facts into actionable specifications by resolving ambiguities, gaps, and contradictions.

Community
Intermediate
📦 In Repo
avav

new-boost-module

Develop Python-based Boost modules for Harbor's LLM proxy pipeline.

Community
Intermediate
📦 In Repo
avav

release

Automate Harbor release lifecycle from version bumping to GitHub release drafting.

Community
Advanced
📦 In Repo
avav

facts-discover

Scan codebases to classify facts into lifecycle stages and organize them into a fact sheet.

Community
Advanced
📦 In Repo
avav

facts-implement

Transform spec facts into executable code with validation scripts.

Community
Advanced
📦 In Repo
avav

agent-integration-testing

Automate integration test creation and execution with subagents.

Community
Advanced
📦 In Repo
avav

skill-creator

Create, edit, and optimize custom AI skills with SKILL.md files.

Community
Advanced
📦 In Repo
avav

timeboxed-iterating

Dispatch subagents for iterative task execution within a specified duration.

Community
Advanced
📦 In Repo
avav

bughunt

Automate bug discovery, triage, fixing, and auditing in codebases.

Community
Advanced
📦 In Repo
avav

ideate

Facilitate timeboxed ideation sessions with propose-and-critique loops.

Community
Intermediate
📦 In Repo
avav

anneal

Detect and repair AI-introduced code slop over a specified duration.

Community
Advanced
📦 In Repo
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facts

Manage and validate .facts files for project truth statements.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install Harbor?▼

Run `npx skills add av/harbor --all -g -y` in your terminal to install all skills in this suite globally.

How to run LLMs locally with Harbor?▼

Run `harbor up` to start Open WebUI and llama.cpp pre-connected, then `harbor pull <model>` to download a model and `harbor open` to chat in your browser.

What services can Harbor manage?▼

Harbor manages over 250 AI services including backends like Ollama, vLLM, and llama.cpp, frontends like Open WebUI, and tools like SearXNG, ComfyUI, and Speaches, all pre-wired to work together.

Does Harbor work with AI coding agents?▼

Yes. `harbor launch` connects coding tools like Codex and Aider to your local models, and the included skills teach agents how to operate the Harbor CLI safely.

Do I need Docker experience to use Harbor?▼

No. Harbor handles all Docker Compose orchestration, configuration, and service networking for you, and `harbor doctor` checks your setup automatically.

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