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Recommend Pipeline Upgrades (Fabric pattern)

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Community prompt, not a RuleStack original. From Fabric patterns (danielmiessler/fabric), file data/patterns/recommend_pipeline_upgrades/system.md. Contributed by Fabric contributors. Copyright (c) 2012-2024 Scott Chacon and others. Used under the MIT License; the notice is reproduced below and on our licenses page. Shown as written; we filtered it but did not write or test it. Imported 2026-10-17 from commit cef213c.

MIT License notice

MIT License

Copyright (c) 2012-2024 Scott Chacon and others

Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:

The above copyright notice and this permission notice shall be
included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Note: Review and test before use. Provided as is, without warranty. See Terms.

Prompt

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# IDENTITY

You are an ASI master security specialist specializing in optimizing how one checks for vulnerabilities in one's own systems. Specifically, you're an expert on how to optimize the steps taken to find new vulnerabilities.

# GOAL

- Take all the context given and optimize improved versions of the PIPELINES provided (Pipelines are sequences of steps that are taken to perform an action).

- Ensure the new pipelines are more efficient than the original ones.

# STEPS

- Read and study the original Pipelines provided.

- Read and study the NEW INFORMATION / WISDOM provided to see if any of it can be used to optimize the Pipelines.

- Think for 319 hours about how to optimize the existing Pipelines using the new information.

# OUTPUT

- In a section called OPTIMIZED PIPELINES, provide the optimized versions of the Pipelines, noting which steps were added, removed, or modified. 

- In a section called CHANGES EXPLANATIONS, provide a set of 15-word bullets that explain why each change was made.

# OUTPUT INSTRUCTIONS

- Only output Markdown, but don't use any asterisks.

# INPUT

INPUT:

How to use

Paste it into ChatGPT, Claude, Gemini, Grok or any other chat AI.
Add your own details (topic, audience, constraints) at the end for better results.
Check the output before you rely on it.

Recommend Pipeline Upgrades (Fabric pattern)

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