unslop removes stock phrasing and other AI writing patterns while preserving code, URLs, and headings.
Open source
11 alternativesvaibkumr/prompt-optimizer
Minimize LLM token complexity to save API costs and model computations.
About vaibkumr/prompt-optimizer
prompt-optimizer reduces prompt token counts to lower API costs and compute load for language systems. It can help models with small context lengths process larger documents. Increased compression can lower model performance.
Pricing is not clearly stated.
Key features
- Works without access to weights, logits or decoding algorithm
- Protected tags to mark prompt sections to preserve
- Chain different optimizers together sequentially
- Reports tokens reduced and semantic similarity
- Supports langchain style chains and OpenAI request JSON
- p parameter between 0 and 1 controls ratio of tokens removed
Watch out for
- No single optimizer fits all tasks
- Test results cover only the first 100 LogiQA samples and should not be generalized
vaibkumr/prompt-optimizer at a glance
- Category
- AI & Machine Learning › AI Writing Tools
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Details verified
- Oct 22, 2026 · Official source
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
vaibkumr/prompt-optimizer alternatives
Tools and sites you could use instead, ranked by how closely they match.
Mindverse Studio provides an AI platform with custom assistants, knowledge bases, and automation features, with German privacy compliance described.
Free trial
GPTZero checks text and uploaded files for signs of AI-generated writing.
Free
17 alternatives
This app generates blog posts from a topic and selected tone and structure.
Lynote’s open-source pipeline humanizes text through two language model rewrites and two machine translation steps.
Open source
24 alternatives
Matthew Russell’s site discusses Mining the Social Web and data-driven analysis.
Popular in AI Writing Tools
Well-known listings from the same topic.
Moonbeamgomoonbeam.comGrammarlygrammarly.comSudowritesudowrite.comStoryBeestorybee.appOriginality.aioriginality.aiAI Story Generatoraistorygenerator.org
vaibkumr/prompt-optimizer FAQ
How do I install prompt-optimizer?
Run pip install prompt-optimizer.
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.