AI Blocks › Think it through and decide
Context package cleaner
Give it a pile of notes and documents. Get a deduplicated, ordered set that fits your size limit.
Context package cleaner is a free AI skill for the job "Think it through and decide". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · MIT licence · Made by Burhan Sebin · Level: advanced
Made by Burhan Sebin. See the original on GitHub; we copied it as it is, with its licence.
What it does
A cleaned-up set of notes, documents and search results that fits your size limit and puts the best material where the AI will notice it. Messy input costs money and gives weaker answers, so this trims it before the question is asked. The skill counts what you gathered, then removes passages that say the same thing. It scores each piece for how relevant it is to your question and how many facts it carries per word. Low scorers go. The rest are ordered with the strongest first and second strongest last, because models lose track of the middle. A final check confirms every part of your question still has support, and adds back material if not.
You give it
- The pile of text chunks or files
- The question or task
- Your size limit in tokens
- Relevance scores from your search (optional)
You get
- Deduplicated, filtered context
- Chunks in priority order
- Token budget per chunk
- Coverage check against your question
Use it when
- Your search step returns many overlapping chunks and answers come out vague.
- You pasted several long files and hit the size limit.
- You are building an AI helper and want to cut cost per question.
- An assistant keeps missing facts that are in the middle of a long prompt.
How to use it
- Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
- Ask for the job in your own words. Your AI opens the skill when it fits.