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

github-ops
Launchgithub-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
Launchopensource-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
Launchandrej-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
Launchmarkitdown-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
Launchod-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
Launchgithub-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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modelcontextprotocol/server-memory
Knowledge graph-based persistent memory for maintaining context

netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis over Netdata metrics

Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About debugging

debugging
How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer
Debugging is an agent skill that explains how to debug the Turso database, tursodb, when its behavior differs from SQLite. Turso aims for SQLite compatibility, so the main method is a bytecode comparison. You run EXPLAIN on the same query in sqlite3 and in tursodb, then compare the two bytecode listings. If the bytecode differs, the bug is in code generation. If the bytecode is the same but the results differ, the bug lies in the virtual machine or the storage layer. The skill includes an example that runs EXPLAIN SELECT 1 + 1 in an in-memory sqlite3 session. Its listing also names the other tools the guide covers: logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools. The skill is meant for engineers who find a result that disagrees with SQLite and need to locate the faulty layer before changing code. It is listed on skills.sh under the Turso repository, and the differential fuzzer skill is the companion for finding such differences automatically. Its audit results are Gen Agent Trust Hub: Pass, Socket: Pass and Snyk: Pass.
- Price
- Free
- Made by
- tursodatabase
- Category
- AI Skills
- Website
- github.com/tursodatabase/turso/debugging











