Open source alternatives to tech-debt
24 open source AI Skills apps to use instead, best rated first.
Top picks
- G

github-ops
Getgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
Open source
- O

opensource-pipeline
Getopensource-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
Open source
- A

andrej-karpathy-skills
Getandrej-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
- M

microsoft/markitdown
Getmarkitdown-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
- O

od-contribute
Getod-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
- G

github-deep-research
Getgithub-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 tech-debt

tech-debt
Identify, categorize, and prioritize technical debt
Tech-debt is an agent skill that identifies, categorizes and prioritizes technical debt in a codebase or system. It sorts debt into several categories, each with examples and the risk it carries. Code debt includes duplicated logic, poor abstractions and magic numbers, and its risk is bugs and slow development. Architecture debt, such as a monolith that should be split or the wrong data store, leads to scaling limits. Test debt, meaning low coverage, flaky tests and missing integration tests, means regressions ship. Dependency debt covers outdated or unmaintained libraries and carries security risk. Documentation debt, such as missing runbooks and outdated READMEs, creates onboarding pain, and infrastructure debt, such as manual deploys and missing monitoring, adds operational risk. The skill then prioritizes the items using a framework, so the team knows what to refactor first. You trigger it with phrases such as tech debt, technical debt audit, what should we refactor or code health.
- Price
- Free
- Made by
- anthropics
- Category
- AI Skills
- Website
- github.com/anthropics/knowledge-work-plugins/tech-debt










