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

claude-to-deerflow
Launchclaude-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
Launchopen-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
LaunchReactive 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
LaunchSelf-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
LaunchConvex 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 loop-design-check

loop-design-check
Design a goal-oriented agent loop or review one for failure modes: spinning
loop-design-check is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It helps design a goal-directed agent loop, or review an existing one, for the failure modes that make loops go wrong: spinning without progress, gaming the verifier against its goal, and running a wrong answer to completion. Its premise is that a language model has no built-in way to steer toward a goal across turns, so a feedback loop has to be wrapped around it, and the skill checks that the loop's goal is right and that it will not run away. It applies when a repeating task, such as write then test, or test then fix, is handed to an agent, or when an existing loop is suspected of cheating or spinning. It does not apply to a one-off task, a plain timer or poll, or to the mechanics of pipelines and recovery, which the listing assigns to autonomous-loops and continuous-agent-loop. A skill is a SKILL.md file of instructions that an AI agent loads when a task calls for it. It is free and open source, and the skills.sh listing shows all three security audits passing.
- Price
- Free
- Made by
- affaan-m
- Category
- AI Skills
- Website
- github.com/affaan-m/ecc/loop-design-check