mohitagw15856/rice-prioritisation
skills/rice-prioritisation/SKILL.md
Score and rank 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.
$ install --global
skillsauthnpx skillsauth add mohitagw15856/pm-claude-skills rice-prioritisationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 30, 2026, 12:32 PM4.3s1 file scanned
SKILL.md
- name:
- rice-prioritisation
- description:
- Score and rank 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.
RICE Prioritisation Skill
Apply consistent, criteria-based RICE scoring to a list of features or initiatives to produce an objective prioritisation ranking.
Required Inputs
Ask the user for these if not provided:
- 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
RICE Definitions (adapt to your context)
- Reach: Number of users affected per quarter (use actual DAU/MAU data where available)
- Impact: Effect on your primary metric — use scale: 3=massive, 2=high, 1=medium, 0.5=low, 0.25=minimal
- Confidence: How certain are we about R and I estimates? 100%=high, 80%=medium, 50%=low
- Effort: Person-months required across all functions
RICE Formula
RICE Score = (Reach × Impact × Confidence) / Effort
Process
- For each initiative provided, gather or estimate R, I, C, E values
- Flag where estimates are weak and note what data would improve them
- Calculate RICE score for each
- Rank highest to lowest
- Flag any "quick wins" (high RICE score, low effort) and "moonshots" (high impact, high effort)
- Note dependencies between items that affect sequencing
- Validate — Cross-check: if the top-ranked item surprises the team, investigate whether an estimate is inflated. RICE is a tool, not a verdict.
Output Structure
RICE Prioritisation: [Backlog/Quarter]
| Initiative | Reach | Impact | Confidence | Effort | RICE Score | Notes | |------------|-------|--------|------------|--------|------------|-------| | [name] | [n] | [score] | [%] | [months] | [score] | [flags] |
Recommended Sequence
[Top 5 initiatives with rationale]
Quick Wins (high score, low effort)
[Items to pick up alongside bigger bets]
Data Gaps to Address
[What information would most improve scoring accuracy]
Quality Checks
- [ ] 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
Related Skills
mohitagw15856/competitor-signal-tracker
development
VerifiedTrustedCommunity
Analyse competitor moves and translate them into strategic implications for your product roadmap. Use when a competitor announces a new feature, pricing change, partnership, or strategic shift, or when producing a periodic competitive intelligence report. Produces a categorised signal analysis with reactive-vs-proactive assessment, threat ratings, specific roadmap implications, and recommended responses with owners.
951SKILL.mdUpdated Apr 21, 2026
mohitagw15856/community-management-playbook
development
VerifiedTrustedCommunity
Build a community management playbook for a brand's social media channels. Use when asked to create guidelines for managing comments, DMs, and community interactions, define a moderation policy, or build response frameworks for social media community managers. Produces a complete playbook with response templates, escalation paths, moderation rules, and tone guidelines.
946SKILL.mdUpdated May 28, 2026
mohitagw15856/claude-superpowers
development
VerifiedTrustedCommunity
Activate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on a branch, write tests first, and self-review output twice before presenting it. Use when starting a complex coding task, when past Claude sessions produced broken first drafts, or when you want to prevent rework cycles. Produces a confirmed written plan, isolated feature branch, test-first implementation, and a double-reviewed output with a correctness and code-quality checklist.
946SKILL.mdUpdated May 28, 2026
mohitagw15856/aeo-optimizer
development
VerifiedTrustedCommunity
Optimize an article for Answer Engine Optimization (AEO) — restructuring content so AI engines like ChatGPT, Perplexity, and Claude can extract, quote, and cite it. Rewrites headings as questions, drops 50-80 word answer capsules, audits paragraph length, and flags trust signals. Use when asked to AEO-optimize, make content AI-readable, improve AI citation chances, or adapt an article for answer engines.
946SKILL.mdUpdated May 28, 2026