/compress | dm-work | ClaudePluginHub

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/compress

1

Description

Compress a document or artifact for agent-optimized token density while preserving effectiveness

AI Summary

Compresses documents for AI agents by converting prose to bullets, removing redundancy, and preserving all critical details.

Install

1

Add the repository(one-time)

$

/plugin marketplace add rbergman/dark-matter-marketplace

2

Install the plugin

$

/plugin install rbergman-dm-work-plugins-workflow@rbergman/dark-matter-marketplace

Argument

file path or artifact name to compress

Command Content

Agent-Optimized Compression

Target: $ARGUMENTS (or infer from conversation)

Principles

Audience is AI agents, not humans — terse > readable
Preserve all salient details — compress, don't lose information
Eliminate redundancy — say it once, clearly
Compact formatting — bullets, tables, shorthand over prose

Compression Techniques

Verbose	Compressed
Paragraphs explaining concepts	Bullet points
Multiple examples showing same thing	One example + rule
"You should do X because Y"	"X" (or "X — Y" if reason critical)
Repeated warnings	Single bold statement
Step-by-step with explanations	Numbered steps, terse
"If X then Y, if A then B, if C then D"	Decision table

Process

Read the original artifact
Identify core requirements vs verbose explanation
Preserve critical patterns (WRONG/CORRECT examples, decision logic)
Remove redundant examples, obvious explanations, filler
Restructure prose → bullets/tables
Verify no salient detail lost

Quality Check

Would an agent following compressed version produce same results?
Are all decision points preserved?
Are critical warnings/boundaries retained?
Is any essential context lost?

If yes to first three and no to last → compression successful.

Links

GitHub Stats

0 forks

Updated 2 days ago