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MicrosoftKnown publishermicrosoft/awesome-rayfin/templates/universal-app/.agents/skills/analytics/SKILL.md

analytics

Skill108 starsChanged 5 months agoMITView on GitHub

Enable on demand for Power BI, semantic model, dataset, DAX, analytics dashboard, KPI dashboard, report, measure, business intelligence, or BI requests.

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SKILL.md

Analytics capability pack

Power BI / semantic-model analytics dashboard (read-only). The kit/** tree is dormant reference code — don't import it from the base app; scaffold it in.

Turn it on — one command

npm run pack:add -- analytics

That runs the scaffolder (scripts/scaffold.mjs) against this pack's manifest (pack.json) and, in one idempotent pass:

  • disables the data service in rayfin/rayfin.yml (read-only analytics; auth
    • staticHosting stay on),
  • adds the pinned analytics dependencies and the build:fabric / preview / gallery scripts to package.json,
  • copies the whole dashboard kit into src/ (components/dashboard, hooks, lib, demo, global.css, fabric.generated.ts), fabric.yaml to the root, and the headless-preview script to scripts/,
  • seeds a runnable src/App.tsx + src/main.tsx (bundled Graphein demo over inlined data — never blank), leaving them alone if you've already edited them,
  • runs a single npm install.

Flags: --no-install (skip install), --dry-run (print the plan, write nothing), --force-seeds (overwrite seed files you've customized).

If you wired authentication first, the scaffolder keeps your src/App.tsx and src/main.tsx and tells you so. That is deliberate — it will not throw away your AuthProvider or route guard. But the kit's versions carry the theme, selection, and filter providers the dashboard needs, so merge them in by hand: take the provider tree from .agents/skills/analytics/kit/app/App.tsx and the font/global.css imports from kit/app/main.tsx, and keep your auth wiring wrapped around them.

You now have a runnable starter dashboard: npm run gallery to view it, npm run preview -- --spec <file> for headless visual checks, npm run rayfin:up to deploy.

Then build the real thing

  1. Connect the semantic model — edit fabric.yaml, then regenerate src/fabric.generated.ts (npm run build:fabric runs fabric-app-data generate). See fabric-data.
  2. Build the dashboard — follow build-workflow (hero slice → preview → deploy once → iterate), pulling in visuals, dax, headless-preview, and app-design as each phase needs them. Keep imports like @/components/dashboard unchanged.

pack.json is the source of truth for what gets installed and copied; MODULES.md documents the dependency set and why.

Download now (ZIP)

  • Other versions67 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 67

    1. coreyhaines31/marketingskills★ 58ksame name
    2. getsentry/sentry★ 46ksame name
    3. thewh1teagle/vibe★ 7.7ksame name
    4. microsoft/power-platform-skills★ 1.1ksame name
    5. Nexus-JPF/note-companion★ 870same name
    6. microsoft/rayfin★ 646same name
    7. LedgerHQ/ledger-live★ 622same name
    8. Cesarjoquin/Marketing-Skills★ 190same name
    9. TheAceTeam/CC-Flight★ 93same name
    10. grainulation/grainulator★ 86same name

    57 more not listed

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

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      When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give it away to attract leads or earn links. For downloadable content lead magnets (ebooks, checklists, templates), see lead-magnets.

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      When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory Sutherland, Alex Hormozi, Byron Sharp, and more). Also use when the user mentions 'marketing council,' 'board of advisors,' 'advisory board,' 'what would Seth Godin say,' 'what would Ogilvy think,' 'channel Hormozi,' 'get multiple perspectives,' 'debate this,' 'have the council review,' 'marketing mentors,' or asks how a famous marketer would approach their problem. The council gives each advisor's take through their documented frameworks, surfaces where they disagree, and synthesizes a recommendation. For executing the winning direction, hand off to positioning, offers, copywriting, ads, or the relevant skill.

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    • pixelswithblissSkill

      co-marketing

      When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,' 'integration marketing,' 'cross-promotion,' 'collaborate with another company,' 'partnership ideas,' or 'co-brand.' For customer referral programs, see referral-program. For launch-specific partnerships, see launch-strategy.

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      community-marketing

      Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocates, increase word-of-mouth, drive community-led growth, engage users post-signup, or turn customers into evangelists. Trigger phrases: "build a community," "community strategy," "Discord community," "Slack community," "community-led growth," "brand advocates," "user community," "forum strategy," "community engagement," "grow our community," "ambassador program," "community flywheel.

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    • roerohanSkill

      emails

      When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding.

      Also in 18 projects that use this

    • +6 more from Cesarjoquin
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