Agile Product Owner
alirezarezvani/claude-skills
Writes INVEST-checked user stories with acceptance criteria, splits epics, plans sprints from velocity and ranks the backlog with a weighted score.
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.
Install Prioritization Frameworks
$ npx skills add phuryn/pm-skills --skill prioritization-frameworks -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install phuryn/pm-skills prioritization-frameworks --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/phuryn/pm-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/pm-execution/skills/prioritization-frameworks .claude/skills/prioritization-frameworks && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "prioritization-frameworks" agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks into .claude/skills/prioritization-frameworks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prioritization-frameworks", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworksType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add phuryn/pm-skills --skill prioritization-frameworks -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install phuryn/pm-skills prioritization-frameworks --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/phuryn/pm-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/pm-execution/skills/prioritization-frameworks .agents/skills/prioritization-frameworks && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prioritization-frameworks" agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks into .agents/skills/prioritization-frameworks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prioritization-frameworks", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add phuryn/pm-skills --skill prioritization-frameworks -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install phuryn/pm-skills prioritization-frameworks --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/phuryn/pm-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/pm-execution/skills/prioritization-frameworks .cursor/skills/prioritization-frameworks && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "prioritization-frameworks" agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks into .cursor/skills/prioritization-frameworks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prioritization-frameworks", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/phuryn/pm-skills.git --path pm-execution/skills/prioritization-frameworks--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add phuryn/pm-skills --skill prioritization-frameworks -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install phuryn/pm-skills prioritization-frameworks --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/phuryn/pm-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/pm-execution/skills/prioritization-frameworks .gemini/skills/prioritization-frameworks && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "prioritization-frameworks" agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks into .gemini/skills/prioritization-frameworks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prioritization-frameworks", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install phuryn/pm-skills prioritization-frameworksInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add phuryn/pm-skills --skill prioritization-frameworks -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/phuryn/pm-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/pm-execution/skills/prioritization-frameworks .github/skills/prioritization-frameworks && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "prioritization-frameworks" agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks into .github/skills/prioritization-frameworks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prioritization-frameworks", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add phuryn/pm-skills --skill prioritization-frameworks -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install phuryn/pm-skills prioritization-frameworks --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/phuryn/pm-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/pm-execution/skills/prioritization-frameworks .opencode/skills/prioritization-frameworks && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "prioritization-frameworks" agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks into .opencode/skills/prioritization-frameworks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prioritization-frameworks", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
prioritization-frameworks- GitHub stars
- 27k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 379 words
- Files
- 1
- Skills in repo
- 60
- Repo updated
- First seen
- Licence
- MIT
At a glance
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.
- Selecting a prioritization method
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Comparing frameworks like RICE vs ICE
- Learning how different prioritization approaches work
What it does
Prioritization Frameworks is an agent skill from phuryn/pm-skills. Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management, covering Prioritization frameworks. The repository describes itself as: PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth. The licence is MIT.
When your agent uses it
- Selecting a prioritization method
- Comparing frameworks like RICE vs ICE
- Learning how different prioritization approaches work
Example prompts
- “/prioritization-frameworks”
What it can do on your machine
Read from SKILL.md and the folder at commit 8607e3b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.google.comproductcompass.pmdrive.google.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Prioritization Frameworks loads about 1.1k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 379 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from phuryn/pm-skills at commit 8607e3b, republished under its MIT licence (© phuryn). 379 words, ~1,051 tokens.
Download SKILL.mdSave it as
.claude/skills/prioritization-frameworks/SKILL.md (or your agent's skills folder).- name
- prioritization-frameworks
- description
- Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.
Prioritization Frameworks Reference
A reference guide to help you select and apply the right prioritization framework for your context.
Core Principle
Never allow customers to design solutions. Prioritize problems (opportunities), not features.
Opportunity Score (Dan Olsen, The Lean Product Playbook)
The recommended framework for prioritizing customer problems.
Survey customers on Importance and Satisfaction for each need (normalize to 0–1 scale).
Three related formulas:
- Current value = Importance × Satisfaction
- Opportunity Score = Importance × (1 − Satisfaction)
- Customer value created = Importance × (S2 − S1), where S1 = satisfaction before, S2 = satisfaction after
High Importance + low Satisfaction = highest Opportunity Score = best opportunities. Plot on an Importance vs Satisfaction chart — upper-left quadrant is the sweet spot. Prioritizes customer problems, not solutions.
ICE Framework
Useful for prioritizing initiatives and ideas. Considers not only value but also risk and economic factors.
- I (Impact) = Opportunity Score × Number of Customers affected
- C (Confidence) = How confident are we? (1-10). Accounts for risk.
- E (Ease) = How easy is it to implement? (1-10). Accounts for economic factors.
Score = I × C × E. Higher = prioritize first.
RICE Framework
Splits ICE's Impact into two separate factors. Useful for larger teams that need more granularity.
- R (Reach) = Number of customers affected
- I (Impact) = Opportunity Score (value per customer)
- C (Confidence) = How confident are we? (0-100%)
- E (Effort) = How much effort to implement? (person-months)
Score = (R × I × C) / E
Show full SKILL.md (161 more words)Show less
9 Frameworks Overview
| Framework | Best For | Key Insight |
|---|---|---|
| Eisenhower Matrix | Personal tasks | Urgent vs Important — for individual PM task management |
| Impact vs Effort | Tasks/initiatives | Simple 2×2 — quick triage, not rigorous for strategic decisions |
| Risk vs Reward | Initiatives | Like Impact vs Effort but accounts for uncertainty |
| Opportunity Score | Customer problems | Recommended. Importance × (1 − Satisfaction). Normalize to 0–1. |
| Kano Model | Understanding expectations | Must-be, Performance, Attractive, Indifferent, Reverse. For understanding, not prioritizing. |
| Weighted Decision Matrix | Multi-factor decisions | Assign weights to criteria, score each option. Useful for stakeholder buy-in. |
| ICE | Ideas/initiatives | Impact × Confidence × Ease. Recommended for quick prioritization. |
| RICE | Ideas at scale | (Reach × Impact × Confidence) / Effort. Adds Reach to ICE. |
| MoSCoW | Requirements | Must/Should/Could/Won't. Caution: project management origin. |
Templates
- Opportunity Score intro (PDF)
- Importance vs Satisfaction Template — Dan Olsen (Google Slides)
- ICE Template (Google Sheets)
- RICE Template (Google Sheets)
Further Reading
© phuryn, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in pm-execution/skills/prioritization-frameworks of phuryn/pm-skills.
Open the folder on GitHubat commit 8607e3b
Compare with similar skills
Prioritization Frameworks next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Prioritization Frameworks this skillphuryn/pm-skills | 27k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Agile Product Owneralirezarezvani/claude-skills | 28k | 3 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Prioritization Framework Advisordeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~4.2k | Automated safety check: Pass | Custom licence | |
| Strategic Roadmap Planningdeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~4.7k | Automated safety check: Pass | Custom licence | |
| Idea Validatoraakashg/pm-claude-skills | 112 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Triagejoa23/linear-cli | 144 | — | ~699 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Prioritization Frameworks
What does Prioritization Frameworks do?
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Prioritization Frameworks is an agent skill from phuryn/pm-skills. Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.
When should I use Prioritization Frameworks?
Prioritization Frameworks fits situations like: selecting a prioritization method; comparing frameworks like RICE vs ICE; learning how different prioritization approaches work.
How do I install Prioritization Frameworks in Claude Code?
Run `npx skills add phuryn/pm-skills --skill prioritization-frameworks -a claude-code`. Or copy the skill folder (pm-execution/skills/prioritization-frameworks in phuryn/pm-skills) into .claude/skills/prioritization-frameworks in your project. Claude Code loads it when a task matches its description.
How do I install Prioritization Frameworks in Codex?
Run `npx skills add phuryn/pm-skills --skill prioritization-frameworks -a codex`. Or copy the skill folder (pm-execution/skills/prioritization-frameworks in phuryn/pm-skills) into .agents/skills/prioritization-frameworks in your project. Codex loads it when a task matches its description.
Can I use Prioritization Frameworks in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add phuryn/pm-skills --skill prioritization-frameworks -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prioritization-frameworks, .gemini/skills/prioritization-frameworks, .github/skills/prioritization-frameworks and .opencode/skills/prioritization-frameworks in your project.
What does Prioritization Frameworks need to run?
SKILL.md names no scripts, command-line tools or credentials: Prioritization Frameworks is instructions for the agent only.
Does Prioritization Frameworks access the network?
SKILL.md names 3 domains. As links in the text: docs.google.com, productcompass.pm and drive.google.com. This is read from the text; nothing was executed.
Is Prioritization Frameworks safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Prioritization Frameworks use?
Prioritization Frameworks is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Prioritization Frameworks use?
About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Prioritization Frameworks?
Skills that share tags, products or a category with Prioritization Frameworks: Agile Product Owner (alirezarezvani/claude-skills, 28k stars), Prioritization Framework Advisor (deanpeters/Product-Manager-Skills, 7.2k stars), Strategic Roadmap Planning (deanpeters/Product-Manager-Skills, 7.2k stars) and Idea Validator (aakashg/pm-claude-skills, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prioritization Frameworks?
phuryn (a GitHub user) maintains it in phuryn/pm-skills, which has 26,825 GitHub stars. The repository holds 60 skills in this directory. The repository was last updated on September 14, 2026.
Source: phuryn/pm-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.