Alternatives to loop-design-check
50 AI Skills apps to use instead, best rated first.
Top picks
- W
webapp-testing
LaunchNative Python Playwright scripts for testing local web applications with server lifecycle management. Includes with_server.py helper to automatically start and manage single or multiple servers before running automation scripts. Supports re
- C
content-research-writer
LaunchAssists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on
- O
openhue
Launchopenhue is an agent skill from the OpenClaw project, listed on skills.sh. It lets an agent control Philips Hue lights and scenes through a Hue Bridge with the OpenHue CLI: turn lights on and off, dim rooms, set scenes such as movie mode, an
- B
batch-grill-me
Launchbatch-grill-me is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It interviews you relentlessly about a plan until you share an understanding. It maps decisions as a tree and asks every question it can answer now
- I
implement
Launchimplement is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It implements work from a spec or tickets: it fetches the ticket, works test-first at agreed seams, runs type checks and tests as it goes, reviews the re
- F
frontend-design
LaunchDistinctive, production-grade frontend interfaces that reject generic AI aesthetics through intentional design choices. Guides aesthetic direction selection (brutalist, maximalist, retro-futuristic, luxury, organic, etc.) before implementat
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brainstorming
Transform rough ideas into fully-formed designs through structured questioning
finishing-a-development-branch
Guides completion of development work by presenting clear options
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
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