Self-hosted alternatives to review-loop
5 self-hosted AI Skills apps to use instead, best rated first.
Top picks
- C

claude-to-deerflow
Getclaude-to-deerflow is an agent skill that lets an assistant send messages and questions to a running DeerFlow instance through its HTTP API. DeerFlow is an AI agent platform built on LangGraph that orchestrates sub-agents for research, code
Self-hosted
- O

open-notebook
Getopen-notebook is an agent skill for organising research with Open Notebook, a self-hosted alternative to NotebookLM. It arranges sources, notes and AI conversations into research notebooks. Sources can be PDFs, web pages, audio, video and O
Self-hosted
- R

Reactive Resume
GetReactive Resume is a free and open-source resume builder for writing resumes and cover letters, checking the work, and tracking job applications. You create a free account, import an existing resume or start from scratch, and see the finish
Open sourceSelf-hosted
- S

self-hosted-funnel-launch
GetSelf-hosted funnel launch is an agent skill that takes a funnel from an empty install to published on infrastructure you control, using the Autonnel funnel builder, which is licensed Apache-2.0. The result covers a landing page, checkout, a
Self-hosted
- G

get-convex/convex-backend
GetConvex is an open-source reactive database for web app developers. It combines a database, a place to write server functions in pure TypeScript, and client libraries that keep the app's data live, so screens update as the data changes. Beca
Self-hosted
About review-loop

review-loop
Iterative worker-reviewer cycle
review-loop is an agent skill that runs an iterative worker and reviewer cycle inside a single session. The agent does the work, spawns a reviewer subagent that critiques it and scores it from 1 to 10 with actionable feedback, then revises the work based on that feedback, and repeats until a quality gate is met. Its core principle is that first drafts are never final, and that repeated critique tends to produce better output than a single pass. The skill works best with agents that can spawn subagents. Where that is not available, it describes a way to simulate the reviewer step by opening a fresh chat context and pasting in only the work to be reviewed. It is useful for drafts that matter, such as documents, code or designs, where a second, independent look is worth the extra cycle. The skill is listed on skills.sh under the 2dmurali review-loop-skill repository and is free.
- Price
- Free
- Made by
- 2dmurali
- Category
- AI Skills
- Website
- github.com/2dmurali/review-loop-skill/review-loop