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semantic-compression - Compress prose without losing precise instructions

Re-encodes verbose prose into dense, precise notation for prompts, tool descriptions, skills, and agent instructions.

Tags

Updated: 2026-09-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Assess text density
  • Split claims atomically
  • Inventory load-bearing tokens
  • Remove redundant wording
  • Re-encode claims compactly
  • Preserve normative constraints
  • Report insufficient savings

Inputs

  • Source text
  • Representative section
  • Token measurement

Outputs

  • Compressed text
  • Density assessment
  • Original text
  • Compression report

Requirements

    Source

    • Spec: SKILL.md

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    OpenClaw Skills & Use Case Index

    ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

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    semantic compression
    prompt optimization
    token reduction
    technical writing
    agent instructions
    Assess text density
    Split claims atomically
    Inventory load-bearing tokens
    Remove redundant wording
    Source text
    Representative section
    Token measurement
    Compressed text
    Density assessment
    Original text