🟢 Production-Ready✅ 4.9/5🔷 SkillSpec L3⚙ ships an executable helperpm-planning
Scores and ranks product initiatives using the RICE framework. Use when asked to prioritise features, rank a backlog using RICE, score initiatives for quarterly planning, or apply an objective framework to a list of competing ideas. Produces a ranked RICE table with scores, quick wins and moonshot flags, dependency notes, and a recommended sequencing order.
“Prioritise features.”“Rank a backlog using RICE.”“Score initiatives for quarterly planning.”“Apply an objective framework to a list of competing ideas.”“Run this skill in your browser: https://mohitagw15856.github.io/pm-claude-skills/skill/rice-prioritisation.html”
What to give it
▸List of initiatives or features to score — names and brief descriptions
▸Reach estimates — users affected per quarter — from analytics if available
▸Impact estimates — use the standard scale below
▸Effort estimates — person-months — from engineering if available
▸Quarter or planning period
✅ The bar it holds itself to
Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.
✓Every initiative has all four RICE components estimated (even roughly)
✓Confidence is 50% for anything without data backing (not 100% as a default)
✓Quick wins and moonshots are explicitly called out
✓Dependencies that affect sequencing are noted
✓Any surprising ranking is investigated before accepting it
⚠️ What it refuses to do
Do not default to 100% confidence on estimates that lack supporting data — this inflates scores and misleads planning
Do not treat RICE scores as a final decision — a ranking that surprises the team must be investigated before it is accepted
Do not omit effort estimates from engineering — PM-only effort estimates are frequently optimistic and skew results
Do not forget to note dependencies that would change the sequencing even if RICE scores suggest otherwise
Do not score every initiative at the same impact level — if everything is "high impact," the framework produces no useful signal
Install
npx pm-claude-skills add --agent claude # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y -p pm-claude-skills pm-claude-skills-mcp
Example output
Input: Rank for next quarter: 1) Onboarding redesign — ~5000 users/qtr, big activation impact, ~3 person-months. 2) Dark mode — ~8000 users want it, low impact, ~1 person-month. 3) SSO for enterprise — ~400 accounts, high deal impact, ~4 person-months, low confidence. · representative example (hand-written)