mohitkhandelwal242
UserAI operating system for product managers — 19 Claude Code skills that connect to Jira, Confluence, GA4 & the app stores. 7-day free trial.
Categories
Indexed Skills (18)
daily-briefing
The morning-habit orchestrator — one command produces a single, concise, proactive digest of everything a PM needs to know today: board health, what's newly on your plate, metric movement, and competitor deltas. Degrades gracefully — only runs the sections whose data and credentials exist. Use when asked for '/briefing', 'morning briefing', 'monday briefing', 'daily briefing', '/standup', 'what needs me today', 'catch me up', or as the first thing each morning.
deep-competitor-tracker
Weekly competitor audit — scrapes app stores, scans news, tracks feature changes, ratings, reviews, hiring + ads/social signals for your competitors (loaded from business.json). Each run also DISCOVERS new entrants in your space and self-updates the tracked set. Produces a delta-first report with a per-competitor strategic card (Product / Ads / Social / Insight for your product). Invoke weekly Monday morning.
idea-generator
Create new AI-PM Operator skills, improve existing ones, and ensure they follow Product conventions. Use when anyone says 'create a skill', 'make a skill', 'new skill for X', 'turn this into a skill', 'improve /skill-name', or '/skill-creator'. Also use when a workflow gets repeated enough that it should be captured as a reusable skill. Proactively suggest this skill when you notice the user doing the same multi-step workflow for the third time.
jira-vs-code-mismatch
Jira vs Code Mismatch Detector. Cross-references Jira Acceptance Criteria (AC) against local Git diffs to detect spec-code drift before committing. Use when checking spec drift, verification code check, or '/jira-vs-code'.
operator-help
Discovery guide for the AI-PM Operator — answers 'what can you do for me?'. Lists every installed skill grouped by PM job-to-be-done and recommends a tailored starter set based on the user's business.json (business type, platforms, revenue model). Use when the user says '/help', 'help', 'what can you do', 'which skill', 'what skills do I have', 'list skills', 'getting started', 'where do I start', or seems unsure what to run.
operator-onboarding
First-run setup for AI-PM Operator. Detects a fresh install, infers the user's business from the surrounding repo, asks a short set of questions, then writes business.json / .env / team.json and tailors every skill to the user's business. Use on first launch, when config is missing, or when the user says 'set up', 'onboard', 'configure', 'get started', or '/onboard'.
prd-generator
Product Requirement Document (PRD) generator. Transforms brief feature ideas into complete, structured specs with user stories, acceptance criteria, metrics, and edge cases. Use when asked to generate a PRD, write a spec, or '/prd-generator'.
prioritize
General backlog prioritization — pulls the backlog from Jira, scores each item with RICE or ICE, ranks them, and recommends what to build next. Scores are tied to the business's own metrics from business.json (north star, key metrics, revenue model), assumptions are stated explicitly, and unknowns are confirmed with you rather than invented. Optionally writes scores back to Jira and publishes a summary to Confluence (draft-before-publish). Use when asked to 'prioritize backlog', 'rank the backlog', 'what should I build next', 'rice scoring', 'ice scoring', or '/prioritize'. (Distinct from /audit-offers, which is an offer/discount ROI audit.)
product-performance-analysis
Weekly Flow Metrics report — computes all 5 Flow Framework metrics (Velocity, Distribution, Flow Time, Efficiency, Load) from Jira, tracks trends over time in Confluence, publishes a detailed report with week-over-week deltas. Invoke weekly or on-demand.
scrum-master
Kanban board manager that audits flow health, finds blockers, follows up on stale items, and keeps Jira clean. Use when asked to run scrum, check blockers, do a sweep, check stale issues, or '/scrum-master', '/scrum'. Maintains persistent state in scrum-state.md across runs. Has a daily-ops subskill (see daily-ops.md) that auto-assigns unassigned tickets to the PM, nudges stale tickets, and produces throughput reports.
search-console-insights
Google Search Console audit for ${PROJECT_DOMAIN} — analyzes impressions, clicks, CTR, positions, indexing issues, and keyword opportunities. Flags SEO drops and new ranking gains. Use when asked about 'search console', 'GSC', 'SEO audit', 'search performance', 'keyword rankings', or '/gsc-audit'.
voice-of-customer
Customer-voice aggregator — pulls feedback from whatever sources are configured (app/Play store reviews, Google Search Console queries, support email, or a feedback file/pasted text), CLUSTERS it into themes, quantifies + trends each theme vs the last run, and drafts Jira tickets for the top pain points. The 'what are customers actually asking for, ranked' report PMs love. Use when asked about 'voice of customer', '/voc', 'what are customers asking for', 'feedback themes', 'customer pain points', or '/voice-of-customer'.
weekly-metrics-analyst
Google Analytics weekly report for ${PROJECT_DOMAIN} — traffic sources, user behavior, bounce rates, conversions, and anomaly detection. Use when asked about 'google analytics', 'GA report', 'website traffic', 'traffic sources', 'bounce rate', or '/ga-report'.
weekly-plan
Weekly sprint planning and capacity review — pulls Jira tickets, reviews carry-overs, and assigns next-week priorities per team member. Use when asked about 'weekly plan', 'next week plan', 'friday planning', 'team priorities', or '/weekly-plan'.
jira-scoring-rice
Offer / discount / promotion ROI audit — inventories every active offer, discount and promo rule in production, classifies each by its actual program (read from the segment/campaign attribute, not the surface trigger), measures conversion of each program against a cohort, surfaces orphan / misconfigured / duplicate offer rules, and estimates the cost given away. Works for any revenue model in business.json (subscription, transaction, ads). Publishes to Confluence with kill / keep / consolidate recommendations. Use when asked about 'offer audit', 'discount audit', 'promo inventory', 'offer ROI', 'free offers in production', or '/audit-offers'.
monthly-board-prep
Monthly Analysis — leadership-deck format month-over-month (MoM) comparison driven by business.json. Pulls two consecutive months of your product's metrics, computes deltas, and renders a leadership-style markdown deck with sections derived from your revenue_model and key_metrics, then optionally auto-publishes to Confluence. Use when asked for 'monthly analysis', 'month over month', 'MoM report', 'leadership monthly', 'board prep', or '/monthly-analysis'.
play-console-insights
Play Store ASO audit — pulls installs, store-listing CVR, search-term acquisition, vitals, and live store-listing experiments. Combines Play Console reports bucket + Play Developer Reporting API + Product DB install funnel. Diff vs prior run, flag anomalies (CVR drop, install >20% delta, keyword shifts, experiment moves), publish to Confluence. Use when asked about ASO, Play Store performance, store listing experiments, Play Store CVR, search terms, or '/audit-aso'.
release-notes-writer
Generate slide content for the Product section of a leadership weekly / release-notes deck. Aggregates user-visible product ships from the last 4 weeks across all of the business's repos (the current git repo + every repo in business.json → stack.code_repos[]) plus Jira Done items in ${PROJECT_KEY}, groups them by theme, and produces per-experiment slides with measured impact tables. Use when asked for 'leadership product slides', 'product week deck', 'release notes deck', 'what shipped to production', '/leadership-product-weekly', or '/product-weekly'.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.