linshenkx/prompt-optimizer
An AI prompt optimizer for writing better prompts and getting better AI results. observed · 2026-10-20
Health v2 · maintenance only
89/100
- Activity 100
- Release rhythm 100
- Longevity 43
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 5.5
- age_days: 615
- days_rel: 1
- days_push: 1
- n_releases_24m: 47
Adoption not part of the score
38597 stars · 4391 forks observed · 2026-10-20
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Prompt Optimizer is an AI prompt optimization tool that helps users write, refine, test, and evaluate prompts for better LLM outputs. It ships as a web app, desktop app, Chrome extension, and Docker-deployable service, with prompts manageable as reusable assets.
Use cases
- improve my ai prompts for better results
- optimize a system prompt for a role-playing assistant
- test and compare prompt variations against an llm
- save and reuse a library of prompt templates
- optimize prompts directly in the browser while chatting
- self-host a prompt optimization tool with docker
When to choose
- you iterate on prompts frequently and want structured optimization and evaluation
- you want a tool available as web app, desktop app, browser extension, or self-hosted Docker
- you want to build a reusable prompt asset library with testing built in
When to avoid
- you need full prompt lifecycle management across teams with versioning and CI evaluation
- you require a non-AGPL license for commercial redistribution
- you only need simple prompt storage without optimization
Facets
application · maturity active
prompt-engineering llm-inference chatbot mcp large-language-models artificial-intelligence developer-tools browser-extension self-hosted cross-platform prompt-optimization prompt-testing prompt-templates chrome-extension vercel-deployment agpl web-server desktop docker
2 sources
- readme: https://github.com/linshenkx/prompt-optimizer · fetched 2026-10-20 · 252ef078a85c
- homepage: https://prompt.always200.com · fetched 2026-09-14 · 52f4a56f10c1
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| linshenkx/prompt-optimizer | main | 89 |
For agents
markdown · JSON · MCP: product_card(name="linshenkx/prompt-optimizer")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem