Open source alternatives to opportunity-solution-tree
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
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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
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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 opportunity-solution-tree

opportunity-solution-tree
Build an Opportunity Solution Tree (OST) to structure product discovery
opportunity-solution-tree is an agent skill that builds an Opportunity Solution Tree, a visual framework for structuring continuous product discovery. It is based on Teresa Torres's method from Continuous Discovery Habits. The tree links a desired outcome at the top to the customer opportunities beneath it, then to possible solutions, and finally to the experiments that will test each solution. Its purpose is to stop a team from jumping straight to solutions, by forcing it to map the opportunity space first. The four levels run from the desired outcome, which should be one clear, measurable metric, down to the experiments. The skill is useful when a team wants a shared picture of its discovery work, when a roadmap has become a list of features, or when it needs to see which opportunities it has not yet explored. You describe the outcome and the opportunities you know about, and the skill helps shape the tree. It is part of the pm-skills collection by phuryn and is listed on skills.sh as free.
- Price
- Free
- Made by
- phuryn
- Category
- AI Skills
- Website
- github.com/phuryn/pm-skills/opportunity-solution-tree










