distilled-caveman-lite-accuracy

Compress technical responses while preserving exact meaning and safety-relevant details.

Updated May 18, 2026

Search Tags:#code review #technical accuracy #workflow routing #incident triage #response compression #safety fallback

Ready to run

npx skills add https://github.com/solitude6060/Yao-skills --skill distilled-caveman-lite-accuracy

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: distilled-caveman-lite-accuracy
Source: https://github.com/solitude6060/Yao-skills/tree/main/skills/distilled-caveman-lite-accuracy
Command: npx skills add https://github.com/solitude6060/Yao-skills --skill distilled-caveman-lite-accuracy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It reduces response length while preserving the exact technical meaning, including qualifiers, exceptions, ordering, versions, and safety-relevant context.

Core Features & Use Cases

Lite compression that removes pleasantries and filler while keeping truth-affecting qualifiers and necessary grammar.
Accuracy gate that checks for loss of conditions, exceptions, versions, scope, risks, or any identifiers and formatting that must remain exact.
Safety fallback that switches to fuller wording for destructive, auth/crypto, secrets, compliance, and other high-stakes situations where compression could cause misunderstanding.

Use it when you need a compact code-review or incident-triage response that still contains all the critical technical details.

Quick Start

Ask for a shorter, more precise response in lite mode by saying: "Compress the answer but keep 100% technical accuracy; use lite mode."

Frequently Asked Questions about distilled-caveman-lite-accuracy

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I compress technical responses without losing code review accuracy?▼

To compress technical responses without losing accuracy, use a lite mode that removes pleasantries and filler while preserving exact code, commands, paths, URLs, and versions. An accuracy gate checks for lost conditions or scope to ensure meaning remains intact.

What is the best way to shorten incident triage explanations safely?▼

Shortening incident triage explanations safely requires a safety fallback that switches to fuller wording for destructive actions, auth, crypto, or secrets. This prevents misunderstandings while applying lite compression to standard technical details.

Does response compression affect bug root-cause analysis details?▼

Response compression does not affect bug root-cause analysis details when an accuracy gate enforces exact preservation of qualifiers, exceptions, ordering, and versions. It removes filler but keeps truth-affecting constraints and necessary grammar.

Can I use lite compression for workflow and configuration explanations?▼

You can use lite compression for workflow and configuration explanations by asking for lite mode. It removes filler while keeping required identifiers, formatting, and safety-relevant context intact for accurate technical communication.

When should I not use lite compression for technical responses?▼

You should not use lite compression when dealing with destructive, auth, crypto, secrets, or compliance situations. The safety fallback automatically switches to fuller wording in these high-stakes cases where compression could cause misunderstanding.