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content-hash-cache-pattern

Open source alternatives to content-hash-cache-pattern

24 open source AI Skills apps to use instead, best rated first.

Top picks

  1. G

    github-ops

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  2. O

    opensource-pipeline

    Launch

    opensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st

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  3. A

    andrej-karpathy-skills

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    andrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis

    Open source

  4. M

    microsoft/markitdown

    Launch

    markitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve

    Open source

  5. O

    od-contribute

    Launch

    od-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the

    Open source

  6. G

    github-deep-research

    Launch

    github-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive

    Open source

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About content-hash-cache-pattern

C

content-hash-cache-pattern

Cache expensive file processing results using SHA-256 content hashes

content-hash-cache-pattern is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It teaches a pattern for caching expensive file processing, such as PDF parsing, text extraction and image analysis, using a SHA-256 hash of the file's content as the cache key. Because the key is the content and not the path, cached results survive moves and renames, and they are invalidated automatically when the content changes. The skill includes how to add a --cache or --no-cache option to a CLI, and how to wrap existing pure functions with caching without changing them. A service-layer separation is part of the pattern. It applies when a pipeline reprocesses the same files and the processing cost is high. A skill is a SKILL.md file of instructions that an AI agent loads when a task calls for it. It is free and open source.

View content-hash-cache-patternAll AI Skills apps
Price
Free
Made by
affaan-m
Category
AI Skills
Website
github.com/affaan-m/ecc/content-hash-cache-pattern