---
schema_version: "newruntime-topic-hub-v0.2"
type: "topic_hub"
stable_id: "topic_hub:prompts"
slug: "prompts"
title: "Prompts - New Runtime"
description: "A New Runtime topic hub collecting signals, patterns, field notes, and public sources about prompts."
retrieval_nugget: "A New Runtime topic hub collecting signals, patterns, field notes, and public sources about prompts. Prompts is tracked here as an evidence-linked topic, not as a static glossary entry. The page connects raw observations to pattern hypotheses, longer analysis, and public sources. Use it as the canonical landing page before drilling into individual records."
answer: ["Prompts is tracked here as an evidence-linked topic, not as a static glossary entry.","The page connects raw observations to pattern hypotheses, longer analysis, and public sources.","Use it as the canonical landing page before drilling into individual records."]
search_intents: ["prompts","prompts AI agents","prompts software"]
status: "tracked"
last_updated: "2026-08-01"
record_date: "2026-08-01"
date_kind: "last_updated"
counts: {"total":5,"signals":4,"patterns":0,"posts":1,"atlas":0,"sources":10}
routes: {"html":"https://newruntime.com/topics/prompts/","markdown":"https://newruntime.com/topics/prompts.md","json":"https://newruntime.com/topics/prompts.json"}
source_urls: ["https://americanbanker.com/news/citi-mandates-ai-prompt-training-for-most-employees","https://bankingdive.com/news/citi-ai-prompt-training-requirement/802949","https://github.com/cisco-foundation-ai/fully-automated-prompt-optimization","https://github.com/evidentlyai/community-examples/blob/main/events/20251215_prompt_optimization_live_demo.ipynb","https://github.com/evidentlyai/evidently/blob/main/examples/cookbook/prompt_optimization_code_review_example.ipynb","https://hrdive.com/news/ai-training-gap-ushers-in-birth-of-a-new-digital/752769","https://mistral.ai/news/manage-prompts-and-skills-in-studio","https://mitsloanedtech.mit.edu/ai/basics/effective-prompts","https://youtube.com/watch?v=G2B0YWuJUgI","https://youtube.com/watch?v=uMNYVw4jh-8"]
top_sources: ["https://americanbanker.com/news/citi-mandates-ai-prompt-training-for-most-employees","https://bankingdive.com/news/citi-ai-prompt-training-requirement/802949","https://github.com/cisco-foundation-ai/fully-automated-prompt-optimization","https://github.com/evidentlyai/community-examples/blob/main/events/20251215_prompt_optimization_live_demo.ipynb","https://github.com/evidentlyai/evidently/blob/main/examples/cookbook/prompt_optimization_code_review_example.ipynb","https://hrdive.com/news/ai-training-gap-ushers-in-birth-of-a-new-digital/752769","https://mistral.ai/news/manage-prompts-and-skills-in-studio","https://mitsloanedtech.mit.edu/ai/basics/effective-prompts","https://youtube.com/watch?v=G2B0YWuJUgI","https://youtube.com/watch?v=uMNYVw4jh-8"]
---

# Prompts - New Runtime

A New Runtime topic hub collecting signals, patterns, field notes, and public sources about prompts.

## Retrieval answer

A New Runtime topic hub collecting signals, patterns, field notes, and public sources about prompts. Prompts is tracked here as an evidence-linked topic, not as a static glossary entry. The page connects raw observations to pattern hypotheses, longer analysis, and public sources. Use it as the canonical landing page before drilling into individual records.

## Patterns


## Field Notes

- [Mistral Treats Prompts And Skills As Production Records](https://newruntime.com/posts/mistral-prompt-skill-system-of-record/): Mistral Studio adds immutable versions, ownership, promotion labels, lineage, rollback, and audit logs for prompts and skills used in production AI systems.

## Recent Raw Signals

- 2026-06-22: [Anthropic Shows When Architecture Beats More Prompt Tuning](https://newruntime.com/signals/anthropic-shows-when-architecture-beats-more-prompt-tuning/)
- 2026-06-22: [FAPO Optimizes the Whole LLM Pipeline, Not Only the Prompt](https://newruntime.com/signals/fapo-optimizes-the-whole-llm-pipeline-not-only-the-prompt/)
- 2026-01-19: [GitHub / evidentlyai/community-examples: Verification Bandwidth](https://newruntime.com/signals/github-evidentlyai-community-examples-verification-bandwidth/)
- 2025-10-21: [Americanbanker / Citi Mandates Ai Prompt Training For Most: Harnesses And Portable Skills](https://newruntime.com/signals/americanbanker-citi-mandates-ai-prompt-training-for-most-harnesses-and-portable-skills/)

## Public Sources

- https://americanbanker.com/news/citi-mandates-ai-prompt-training-for-most-employees
- https://bankingdive.com/news/citi-ai-prompt-training-requirement/802949
- https://github.com/cisco-foundation-ai/fully-automated-prompt-optimization
- https://github.com/evidentlyai/community-examples/blob/main/events/20251215_prompt_optimization_live_demo.ipynb
- https://github.com/evidentlyai/evidently/blob/main/examples/cookbook/prompt_optimization_code_review_example.ipynb
- https://hrdive.com/news/ai-training-gap-ushers-in-birth-of-a-new-digital/752769
- https://mistral.ai/news/manage-prompts-and-skills-in-studio
- https://mitsloanedtech.mit.edu/ai/basics/effective-prompts
- https://youtube.com/watch?v=G2B0YWuJUgI
- https://youtube.com/watch?v=uMNYVw4jh-8