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.
Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation.
Install Feature Prioritizer
$ npx skills add hamzafarooq/claude-code-starter --skill feature-prioritizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hamzafarooq/claude-code-starter feature-prioritizer --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/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/feature-prioritizer .claude/skills/feature-prioritizer && 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 "feature-prioritizer" agent skill from https://github.com/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizer into .claude/skills/feature-prioritizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feature-prioritizer", 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/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizerType 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 hamzafarooq/claude-code-starter --skill feature-prioritizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hamzafarooq/claude-code-starter feature-prioritizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/feature-prioritizer .agents/skills/feature-prioritizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "feature-prioritizer" agent skill from https://github.com/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizer into .agents/skills/feature-prioritizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feature-prioritizer", 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 hamzafarooq/claude-code-starter --skill feature-prioritizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hamzafarooq/claude-code-starter feature-prioritizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/feature-prioritizer .cursor/skills/feature-prioritizer && 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 "feature-prioritizer" agent skill from https://github.com/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizer into .cursor/skills/feature-prioritizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feature-prioritizer", 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/hamzafarooq/claude-code-starter.git --path .claude/skills/feature-prioritizer--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 hamzafarooq/claude-code-starter --skill feature-prioritizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hamzafarooq/claude-code-starter feature-prioritizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/feature-prioritizer .gemini/skills/feature-prioritizer && 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 "feature-prioritizer" agent skill from https://github.com/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizer into .gemini/skills/feature-prioritizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feature-prioritizer", 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 hamzafarooq/claude-code-starter feature-prioritizerInstalls 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 hamzafarooq/claude-code-starter --skill feature-prioritizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/feature-prioritizer .github/skills/feature-prioritizer && 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 "feature-prioritizer" agent skill from https://github.com/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizer into .github/skills/feature-prioritizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feature-prioritizer", 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 hamzafarooq/claude-code-starter --skill feature-prioritizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hamzafarooq/claude-code-starter feature-prioritizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/feature-prioritizer .opencode/skills/feature-prioritizer && 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 "feature-prioritizer" agent skill from https://github.com/hamzafarooq/claude-code-starter/tree/main/.claude/skills/feature-prioritizer into .opencode/skills/feature-prioritizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feature-prioritizer", 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
feature-prioritizer- GitHub stars
- 145
- Token cost
- ~399 tokens
- SKILL.md length
- 178 words
- Files
- 1
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- MIT
At a glance
Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation.
- Works in 3 steps: "Paste your list of features or… → "What's the timeframe — one quarter, one… → "Any features that are already committed…
- The user wants to prioritize features
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Decide what to build next
What it does
Feature Prioritizer is an agent skill from hamzafarooq/claude-code-starter. Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation. Use when the user wants to prioritize features, decide what to build next, or cut scope.
Its SKILL.md is about 400 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 licence is MIT.
When your agent uses it
- The user wants to prioritize features
- Decide what to build next
Example prompts
- “/feature-prioritizer”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- "Paste your list of features or initiatives."
- "What's the timeframe — one quarter, one sprint, one year?"
- "Any features that are already committed or non-negotiable? I'll mark them separately."
What it can do on your machine
Read from SKILL.md and the folder at commit 172c531. 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
No URLs in SKILL.md.
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
Feature Prioritizer loads about 399 tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 178 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 hamzafarooq/claude-code-starter at commit 172c531, republished under its MIT licence (© hamzafarooq). 178 words, ~399 tokens.
Download SKILL.mdSave it as
.claude/skills/feature-prioritizer/SKILL.md (or your agent's skills folder).- name
- feature-prioritizer
- description
- Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation. Use when the user wants to prioritize features, decide what to build next, or cut scope.
Ask the user:
- "Paste your list of features or initiatives."
- "What's the timeframe — one quarter, one sprint, one year?"
- "Any features that are already committed or non-negotiable? I'll mark them separately."
For each feature, estimate:
- Reach — how many users affected per period (1–10 scale or absolute number)
- Impact — how much does it move the needle per user (0.25 = minimal, 0.5 = low, 1 = medium, 2 = high, 3 = massive)
- Confidence — how sure are you about Reach and Impact? (percentage: 50%, 80%, 100%)
- Effort — person-months to build (use your best estimate; flag if unclear)
RICE score = (Reach × Impact × Confidence) / Effort
Feature Prioritization — [Product / Quarter]
| Feature | Reach | Impact | Confidence | Effort | RICE Score | Priority |
|---|---|---|---|---|---|---|
| [feature] | [#] | [#] | [%] | [months] | [score] | HIGH/MED/LOW |
Recommended build order
Top 3 features with one-line rationale for each.
Features to cut or defer
Which items scored low and why you should drop or delay them.
What the scores can't tell you
Flag 1–2 strategic or political factors that aren't captured in RICE but matter for the decision.
State your assumptions clearly. Ask: "Want me to re-score with different estimates?"
© hamzafarooq, 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 .claude/skills/feature-prioritizer of hamzafarooq/claude-code-starter.
Open the folder on GitHubat commit 172c531
Compare with similar skills
Feature Prioritizer 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 |
|---|---|---|---|---|---|---|
| Feature Prioritizer this skillhamzafarooq/claude-code-starter | 145 | — | ~399 | 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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Define Opportunity Tree
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Related
Categories
Questions about Feature Prioritizer
What does Feature Prioritizer do?
Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation. Feature Prioritizer is an agent skill from hamzafarooq/claude-code-starter. Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation.
When should I use Feature Prioritizer?
Feature Prioritizer fits situations like: the user wants to prioritize features; decide what to build next.
How do I install Feature Prioritizer in Claude Code?
Run `npx skills add hamzafarooq/claude-code-starter --skill feature-prioritizer -a claude-code`. Or copy the skill folder (.claude/skills/feature-prioritizer in hamzafarooq/claude-code-starter) into .claude/skills/feature-prioritizer in your project. Claude Code loads it when a task matches its description.
How do I install Feature Prioritizer in Codex?
Run `npx skills add hamzafarooq/claude-code-starter --skill feature-prioritizer -a codex`. Or copy the skill folder (.claude/skills/feature-prioritizer in hamzafarooq/claude-code-starter) into .agents/skills/feature-prioritizer in your project. Codex loads it when a task matches its description.
Can I use Feature Prioritizer 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 hamzafarooq/claude-code-starter --skill feature-prioritizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/feature-prioritizer, .gemini/skills/feature-prioritizer, .github/skills/feature-prioritizer and .opencode/skills/feature-prioritizer in your project.
What does Feature Prioritizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Feature Prioritizer is instructions for the agent only.
Does Feature Prioritizer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Feature Prioritizer 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 Feature Prioritizer use?
Feature Prioritizer 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 Feature Prioritizer use?
About 399 tokens (SKILL.md is roughly 1.6k 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 Feature Prioritizer?
Skills that share tags, products or a category with Feature Prioritizer: 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 Feature Prioritizer?
hamzafarooq (a GitHub user) maintains it in hamzafarooq/claude-code-starter, which has 145 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 13, 2026.
Source: hamzafarooq/claude-code-starter on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.