Is your Codex quota being consumed very quickly? Install this skill to directly save 80% of Token consumption!

This premium skill must be installed, saving money and being very useful!
Skill name: AnySearch skill
This is a "search first, then detailed reading" Codex skill. Its core purpose is not to make the model smarter, but to reduce the amount of content the model needs to read into the context.
It can solve scenarios such as:
- Quickly locating relevant files, functions, configurations, and error sources in large projects
- Avoiding stuffing大量 irrelevant files into the Codex context
- Using local search tools to filter candidates first, then reading only the most relevant code snippets
- Performing keyword/semantic searches on documents, logs, and code repositories
- Helping Codex find "where to modify faster"
Why does it save a lot of Tokens?
Because Codex's consumption mainly comes from two parts:
Input Tokens: The context you send to the model, including code, file contents, chat history, tool results.
Output Tokens: The model's responses, analysis, patches, etc.
Without the search skill, Codex might:
- Read entire large files
- Open many unrelated files
- Keep大量 useless code in the context
- Use multiple trial-and-error rounds to locate issues
This quickly increases input Tokens, leading to high quota consumption.
AnySearch's skill first performs "index/search/filter." For example:
User: Fix login failure issues
Traditional method: Read many files like routes, controllers, services, middleware, configs, tests
Search method: First search for login / auth / session / error message, then read only the relevant code that matches
The result is:
Fewer files read = fewer input Tokens
Less detours = fewer output Tokens
Faster localization = fewer dialogue rounds
Therefore, AnySearch can reduce Codex quota consumption. Simply put: the value of AnySearch lies in making Codex first find the key points, then read the key points, rather than feeding大量 project content into the model. This is the main reason it saves Tokens and Codex quota.
Finally, the installation link for AnySearch skill:
#Codex #AI #skill