/nopus-simplify
Rewrite the immediately preceding assistant response with clearer and more direct prose when the user invokes this skill.
$ npx -y skills add Vistyy/nopus --skill nopus-simplify --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/nopus-simplify
Context preview
The summary Claude sees to decide when to auto-load this skill.
Rewrite the immediately preceding assistant response with clearer and more direct prose when the user invokes this skill.
SKILL.md
nopus-simplify.SKILL.mdname: nopus-simplify description: Rewrite the immediately preceding assistant response with clearer and more direct prose when the user invokes this skill. disable-model-invocation: true
Simplify the previous response
Rewrite your immediately preceding completed response. If there is no preceding completed response, ask the user which text to rewrite.
Preserve its meaning and necessary detail. Preserve technical terms, identifiers, commands, paths, errors, quotations, constraints, conditions, causes, contrasts, and consequences. Do not shorten or summarize content when doing so would remove necessary information.
Use concrete subjects and actions where possible. Prefer familiar words when they are equally precise. Unpack dense phrases. Replace formulaic framing and filler with plain statements.
Return only the revised response.
nopus catches coding-agent answers that disappear into abstract LLM babble. Using deterministic prose checks, it flags responses that cross your chosen complexity threshold and sends them back for one clearer rewrite.

