Open source alternatives to prioritize-assumptions
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
More AI Skills apps

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

MCP Toolbox for Databases
MCP Toolbox for Databases enables your agent to connect to your database
About prioritize-assumptions

prioritize-assumptions
Prioritize assumptions using an Impact × Risk matrix and suggest experiments
prioritize-assumptions is an agent skill that triages a list of assumptions using an Impact by Risk matrix and suggests a targeted experiment for each one. It helps a team decide which assumptions to test first, which is the step between identifying risks and running experiments. The skill draws on the prioritization methods the pm-skills collection describes: an ICE-style score that multiplies impact, measured as the opportunity score times the number of customers affected, by confidence and ease, or a RICE approach that separates reach and impact before dividing by effort. You provide the assumptions and any research or files, which the skill reads first, and it returns a ranked list with a suggested test for each. It is useful after an assumption review, when there are more unknowns than time, so the riskiest and most important ones are validated first. The skill 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/prioritize-assumptions










