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122,481 skills indexed with the new KISS metadata standard.

Showing 24 of 122,481Categories: Research & Learning, General, Coding & Debugging, Data
General
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- **Upgrades are transactional** (`nixos-rebuild`)

with generation-based rollback.

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General
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Whenever the user’s question resembles common “traditional Linux” operations

explicitly map it to NixOS concepts

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General
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Do not propose them as solutions

alternatives

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General
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- Prefer `nixos-rebuild`

`nix build`

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General
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- When suggesting “how to do X”

always include the **NixOS way** first

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General
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- Use rollbacks

generations

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General
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- Prefer **declarative configuration** (`configuration.nix`

`flake.nix`

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General
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- Focus on NixOS-specific semantics and the fastest path to a correct

reproducible solution.

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General
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- Prefer precision

shortcuts

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General
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- Avoid basic Linux explanations (e.g.

what systemd is).

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General
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- troubleshoot builds

services

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General
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- multi-account

multi-region

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General
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- Use proper typing (`object`

`map`

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General
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- explicit about provider configuration

dependencies

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General
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- Use consistent

descriptive names.

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General
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- If you don’t know the answer

say it clearly

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General
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- declarative

reproducible

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General
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If something is **not clearly supported by these sources**

you must say so explicitly.

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General
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- arguments

attributes

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General
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- pragmatic

production-grade recommendations

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General
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- idiomatic

maintainable Terraform

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General
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| [references/extractions.md](references/extractions.md) | Running a bulk extraction (tool types

required params

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Coding & Debugging
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| [references/api-endpoints.md](references/api-endpoints.md) | Need endpoint parameters

request/response shapes

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General
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| [references/pricing.md](references/pricing.md) | User asks about costs

pricing comparison

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