分析
分析、报表与可视化
swarm-testing
chocoliticekreem
Use when many testers should hit a Roblox game at once ("throw 10 testers at it", "stress the lobby", "parallel AI testers", load or concurrency bugs in squads, pads, countdowns or mission instances).
building-games-with-forge
chocoliticekreem
Use when the user wants a new Roblox game made from an idea ("make me a co-op lava escape", "build a tycoon with Forge"), especially when they will be away while it builds.
retrospect
sibulus13
Run a friction retrospective. Use this skill when the user invokes /retrospect, asks to review session friction, wants to improve Claude Code configuration based on past sessions, or wants to add allow rules and update CLAUDE.md based on accumulated friction reports.
tiktok-sync
sibulus13
Post-review playbook for @chase.ride. For each reel in the Notion Motorcycle Content Bank that is "In progress" and was posted at least 24 h ago, match it to the TikTok post, write its metrics (views/likes/comments/saves/shares, watch time, % watched full, new followers), the per-second retention curve and the views-by-hour curve into the row, score it against the account's own history, and propose 3 simple tests for the next posts. Runs on a schedule (daily 21:30 PT) or by hand. Triggers "/tiktok-sync", "sync my reel metrics", "review my latest reel", "has my reel been posted".
experiment-analysis
daniel-ospina
Analyze A/B/n experiment results accounting for mid-experiment fixes, data quality degradation, and issue/PR timelines. Produces a structured analysis report with statistical rigor, data quality tiers, and decision recommendations. Use when asked to "analyze the experiment", "what did the test show", "experiment results", or "should we ship the winner".
triaging-tester-reports
chocoliticekreem
Use when a playtester, teammate or AI tester report describes bugs in a Roblox game in loose words ("hose sometimes doesn't spray", "my buddy got blamed", "horn too quiet") and has to become fixes, or when a test_feature/playtest/swarm report lists several bugs.
rounds
LiminallyYours
Run rounds of the simulation, the referee's job. Each person in the cast takes one turn per round, in the order the rules script draws. "/rounds 3" runs three rounds; "/rounds" alone runs until the run stops.
windows-detached-launch
lochheadr92-creator
Produce the PowerShell that launches a long living-world lab run detached on the user's Windows machine so it outlives the session, plus how to check it is alive and read the result. Use whenever a lab/gates/novelneed run will take more than about 10 minutes, the user asks to run something in the background or detached, asks whether a run is still going or stalled, or wants to resume one - even if they do not say "detached".
prismStatus
jthorare
"Health check for prism-mcp. Reports dashboard reachability, MCP server connection, knowledge base population, and version."
🏢 Business Context Skill
wasintoh
Last Updated: 2024-12-03
fabric
ynulihao
Intelligent pattern selection for Fabric CLI. Automatically selects the right pattern from 242+ specialized prompts based on your intent - threat modeling, analysis, summarization, content creation, extraction, and more. USE WHEN processing content, analyzing data, creating summaries, threat modeling, or transforming text.
observer
musterd-io
The observer role — a read-only member who watches team state (roster, board, goals, reports, the event stream) and turns it into digests and dashboards for a named reader. It holds no lanes and sends no messages. Use when you hold the observer role, or when asked to summarize how a team's work is going without taking part in it.
Dependency Tree Mapping
Sounder25
Generate comprehensive dependency graphs to identify "single-points-of-failure" and impact analysis chains.
complexity-analyzer
armanzeroeight
Analyzes cyclomatic and cognitive complexity, identifies overly complex functions. Use when assessing code complexity or identifying functions that need simplification.
assembling-components
ancoleman
Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill after running theming, layout, dashboard, data-viz, or feedback skills to wire components into working React/Next.js, Python, or Rust projects.
creating-dashboards
ancoleman
Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts. Use this skill when building business intelligence dashboards, monitoring systems, executive reports, or any interface that requires multiple coordinated data displays with filters, metrics, and visualizations working together.
session-replay
mixpanel
Reads Mixpanel session replay recordings with the mixpanel_headless library. It fetches a user's sessions, turns them into action timelines and pandas DataFrames, and explains what happened on screen. Use when the user asks what a specific user did on screen, in a recording, or click by click; asks about rage clicks, dead clicks, rage taps, dead taps, error sessions, long pauses, or action timelines; wants to correlate a tracked event with on-screen behavior; gives a distinct_id or a replay ID and asks what happened in the session; or asks about iOS, Android, React Native, or Flutter recordings, screens, or taps. Do not use for aggregate analytics questions such as trends, funnels, retention, or segment counts (use mixpanelyst), or for building or editing dashboards (use dashboard-expert).
dashboard-expert
mixpanel
Analyzes, builds, modifies, and adds explainer text cards to Mixpanel dashboards with the mixpanel_headless Python library. It reads a dashboard's layout and runs every report on it, creates dashboards with text cards and a grid layout, edits cells and rows in place, and writes data-driven explainer cards. Use when the user asks to analyze, summarize, explain, build, create, redesign, update, reorganize, or clean up a Mixpanel dashboard; asks about dashboard layout, rows, cell widths, text cards, or which chart type suits a board; or wants to turn queries into reports placed on a dashboard. Do not use for general analytics questions or one-off queries (use mixpanelyst), or for what a specific user did in a session recording (use session-replay).
mixpanelyst
mixpanel
Analyzes Mixpanel data with Python, the mixpanel_headless library, and pandas. Use when the user asks about their Mixpanel data, such as event trends, DAU/WAU/MAU, funnels, retention and churn, user paths, user profiles, cohorts, a user's tracked event history (activity feed), segment comparisons, revenue, feature adoption, or experiment results. Also use to explore a project's events and properties, build a custom property or cohort, share a query as a report link, read or write business context, or manage entities such as cohorts, feature flags, experiments, alerts, annotations, webhooks, Lexicon definitions, and other governance objects, or when code runs mixpanel_headless queries or mp query / mp inspect. Do not use for adding tracking to an app's source code, for what a specific user did on screen (use session-replay), for building or editing dashboards (use dashboard-expert), for logging in, credentials, or switching accounts (use auth), or for installing the library (run /mixpanel-headless:setup).
ado-timesheet-report
charlesjones-dev
"Generate a summarized report of hours logged from work items during a specified week."
chartjs
vamseeachanta
Create simple, responsive charts quickly with Chart.js
dash
vamseeachanta
Build production-grade interactive dashboards with Plotly Dash - enterprise features, callbacks, and scalable deployment
prompt-engineering-1-be-specific-and-clear
vamseeachanta
'Sub-skill of prompt-engineering: 1. Be Specific and Clear (+1).'
echarts
vamseeachanta
Create powerful interactive charts with Apache ECharts - balanced ease-of-use and customization