Context Compressor

Use this skill when the problem is mostly "too much context" rather than "not enough capability."

This skill is a self-contained local package. It does not require the MCP server. Prefer it when you need quick token profiling, local compression, evidence checks, or a reproducible compression workflow inside the repository.

What this skill does

Use the bundled Python scripts to:

1. measure raw versus compressed token usage
2. compress large text or adapted JSON payloads
3. preserve query-relevant evidence instead of doing naive summarization
4. check whether compressed output still contains enough evidence to answer safely
5. support cache-friendly prompt assembly by keeping stable context early and volatile query text late

When to trigger

Reach for this skill when the user is asking for any of the following: