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Tags / LLM tools /

Prompt tooling

A tool to write, template, version, test, or optimize prompts for LLMs; not a collection of prompts.

Repositories

11

Net stars gained, last 7 days

+3,379

Top-level Tag

LLM tools

Net stars gained each day, last 90 days

2026-09-03: +1,104 net stars. Most from lnkiai/m3e-canvas, +597.2026-09-04: +2,068 net stars. Most from lnkiai/m3e-canvas, +1,737.2026-09-05: +1,698 net stars. Most from lnkiai/m3e-canvas, +1,449.2026-09-07: +1,848 net stars. Most from headroomlabs-ai/headroom, +1,165.2026-09-08: +1,369 net stars. Most from lnkiai/m3e-canvas, +546.

Peak days

  1. 1

    Sep 3, 2026 +1,104 net stars (median day +469)

  2. 2

    Sep 4, 2026 +2,068 net stars (median day +469)

  3. 3

    Sep 5, 2026 +1,698 net stars (median day +469)

  4. 4

    Sep 7, 2026 +1,848 net stars (median day +469)

  5. 5

    Sep 8, 2026 +1,369 net stars (median day +469)

A peak day has at least 2 times the net stars of the median day of this chart, and at least 100 more. For each peak day, the list shows the repositories that gained the most net stars that day. It also shows their GitHub releases of that day or the day before (UTC), and their creation date when it was 14 days or less before. These events occurred near the same day. They do not show why the stars came.

Largest

Most stars in total now.

  1. description: Compress tool outputs, logs, files, and RAG chunks before they reach the LLM.

  2. readme: Prompt Optimizer is a powerful AI prompt optimization tool that helps you write better AI prompts and improve the quality of AI outputs.

  3. readme: offers algorithms for **optimizing their prompts and weights**

  4. readme: Prompt Management helps you centrally manage, version control, and collaboratively iterate on your prompts.

  5. readme: Version, test, and deploy prompts with full lineage tracking. Automatically optimize prompts with state-of-the-art algorithms to improve performance.

  6. readme: **Test your prompts and models** with automated evaluations

  7. readme: **Prompt & Agent Optimization**: The Opik Agent Optimizer SDK to improve prompts and agents.

  8. description: plus a prompt manager for any website

  9. readme: A separate optimizer model turns scored rollouts into bounded add / delete / replace edits on a single skill document

  10. description: Sketch Material 3 Expressive screens in the browser and turn them into vibe-coding prompts.

Newest Admissions

Entered the index by the rising rule, newest first.

  1. description: 把半成品草稿原地改成可执行的提示词,只改不发送。

  2. description: Sketch Material 3 Expressive screens in the browser and turn them into vibe-coding prompts.

All 11 in the Repository Index

How a repository gets this Tag

An agent read the description, the GitHub topics, and the start of the README of each repository, and chose Tags only from the checked-in Tag list. For each Tag it quoted the text, and a code check kept the Tag only when the quote is in that text. The quote under each repository is that evidence. A Tag does not rank repositories and does not say that one can replace another. A wrong Tag? Use "Report a problem with this page" on the page of the repository. Withheld Repositories are left out of all numbers on this page.