Data & Analytics

lidge-jun Bundle

Use this skill when the user wants to create a data dashboard, analytics dashboard, KPI dashboard, or executive summary from CSV/tabular data in Excel format. Trigger on: 'dashboard', 'KPI report', 'analytics summary', 'data visualization', 'CSV to Excel dashboard', 'executive dashboard', 'metrics dashboard'. Output is always a single .xlsx file.

lidge-jun Bundle

Use this skill when the user wants to build a financial model, 3-statement model, DCF valuation, cap table, scenario analysis, or financial projections in Excel. Trigger on: 'financial model', '3-statement model', 'DCF', 'cap table', 'pro forma', 'projections', 'sensitivity analysis', 'waterfall', 'debt schedule', 'break-even', 'discounted cash flow', 'capitalization table', 'fundraising model', 'WACC calculation', 'scenario analysis model'. Input is a text prompt with assumptions. Output is a single .xlsx file with formula-driven, interconnected statement sheets.

allinherog-star Bundle

XLSX 分析助手适合运营、产品、市场营销、technical在用户提出“表格里重点在哪”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成摘要、诊断结论、行动建议和可复用交付物。

pooriaarab Skill

Design or revise a SaaS pricing page when the user asks 'how much should we charge', 'choose pricing tiers', 'package our plans', 'build a pricing page', 'free trial or free plan', 'add annual billing', 'price an enterprise plan', or 'raise prices for existing customers'. Use this skill for value metrics, packaging, pricing-page structure, pricing communication, and price-change policy. Point to `saas-billing-stripe` for Stripe billing mechanics, `regional-pricing-stripe` for PPP, and `product-analytics` for product measurement.

pooriaarab Skill

Drive Content Rabbit (contentrabbitai.com) as an agent — sign up headless for a free API key, then create, schedule, publish, and retry social posts across Twitter/X, Instagram, LinkedIn, TikTok, Threads, Bluesky, Pinterest, and Facebook over MCP or REST. Also read analytics, manage teams and connected accounts, and generate post text, hashtags, and media. Use when an agent should post to social media, schedule a content queue, or manage a multi-platform publishing workflow with no human in the loop.

pooriaarab Skill

Design or improve the first-session experience in a web product so new users reach a defined value event faster. Use when the user asks to 'fix activation', 'improve onboarding', 'shorten time to value', 'design the first-run experience', 'reduce signup friction', 'improve new-user activation', or asks 'what should happen after signup'. Do not use for cold-DM bot setup, product event taxonomy, or lifecycle email sequences; point to `messaging-bot-onboarding-setup`, `product-analytics`, and `lifecycle-email`.

pooriaarab Skill

Use when applying the buildspace brand direction to any surface: website, X, LinkedIn, Instagram carousels, YouTube thumbnails and edits, podcast art, or decks. Warm cream paper, all lowercase, a yellow marker highlight behind live text. Triggers: 'buildspace direction', 'lowercase warm brand', 'marker highlight style', 'community cohort branding', 'apply buildspace to my carousel'.

pooriaarab Skill

Use when a SaaS team asks 'did users come back?', 'set up product analytics', 'track activation', 'build a retention cohort', 'find funnel drop-off', 'measure onboarding', or 'add PostHog'. `launch-analytics` covers acquisition and traffic with GA4 and Clarity; this skill covers what happens after signup: activation, funnels, retention, cohorts, and product events.

deciqai Skill

Activate when: an importer has recurring, material duty spend; evaluating FTZ, duty drawback, first-sale valuation, bonded warehouse, or FTA use; 'are we leaving duty savings on the table?'. Do NOT activate when: de minimis / trivial duty where program cost exceeds benefit. More: deciqai.com/s/customs-duty-optimization-opportunity-cost

samarv Skill

Shift from managing a spreadsheet of features to leading with a theme-based narrative. Use this when stakeholders are lost in the details of a feature list, when the team feels disconnected from the product vision, or when you need to justify shifting priorities based on new user insights.

iamwaqargulzar Bundle

Use when the user asks to "figure out where our direct traffic really comes from", "measure dark social", "add a how-did-you-hear-about-us field", or "show social drives signups without click data"; produces a share-link/UTM hygiene spec for owned share surfaces, a self-reported attribution field design that replaces an existing form field (free-text first, coded later), a GA4 direct-traffic decomposition read (deep-URL directs, mobile-app skew, private-push correlation) with every derived number hard-labeled Estimated/proxy, and a branded-search-lift proxy from GSC plus Wikipedia pageviews — the declared dark-social method behind ECHO O2. Not for paid-channel attribution reconciliation (platform-claimed vs analytics conversions) — use attribution-reconciler. 暗社交归因/直接流量分解/自报来源字段/分享链路UTM

iamwaqargulzar Bundle

Use when the user asks to "design a welcome flow", "set up an abandoned-cart sequence", "build a light re-engagement branch inside a lifecycle flow", or "plan a cold-outbound sequence"; produces general lifecycle automation flows (welcome, cart, browse-abandon, post-purchase, in-flow re-engagement, B2B cold outbound) with trigger, step timing, branch/exit conditions, goal, frequency governance (send caps, quiet hours, fatigue guardrail), a sunset path, and a SEND N-dimension score. Not for the closed-loop win-back / re-consent (re-permission) program on a lapsed cohort — use reactivation-specialist; not for writing each email's copy — use email-creative-builder; not for computing EQS or the N1 unsubscribe veto — use email-quality-auditor. 邮件自动化流程设计/购物车挽回/流失召回序列

iamwaqargulzar Bundle

Use when the user asks to "build our social posting calendar", "set weekly slots and queue depth per channel", or "plan the evergreen recycle rotation"; produces the always-on brand calendar — pillar allocation with hero/hub/help balance and give:ask targets (all labeled Estimated starting heuristics to calibrate against own analytics, never scored rules), per-channel recurring slots with queue depth, a batching workflow, an evergreen recycle cycle with freshness re-checks, deliberate open slots for realtime/trend moments fed by trend-spotter go/skip verdicts, and first-comment/publish-order ops — cadence commitments filed to the channel registry, and no batch ships to the queue without a SHIP verdict from social-quality-auditor pre-publish mode. Not for repurposing an existing asset or the paid-amplification calendar — use content-amplifier. 社媒排期/内容日历/栏目配比/常青循环复用

iamwaqargulzar Bundle

Use when the user asks to "measure how our narrative is landing", "track echo rate against our canon lexicon", or "check how AI answer engines describe our brand"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py — every number labeled Measured / proxy / User-provided, feeding the TALE E dimension and the upstream of the E1 evidence-integrity veto. Not for rebuilding share-of-voice machinery — use share-of-voice-tracker; not for own-site GA4/GSC analytics — use performance-monitor; not for scoring TALE profile result — use narrative-quality-auditor; not for adjudicating claims — use offer-claims-registry. 回声率/AI回答感知/份额之声/共鸣信号

joogy06 Bundle

Use when designing, building, or optimizing data marts — dimensional modeling (star/snowflake schemas), fact and dimension table design, conformed dimensions, slowly changing dimensions (SCD Types 1-6), aggregation strategies, ETL/ELT loading patterns, data mart bus architecture, performance optimization (indexing/partitioning/materialized views), and data quality frameworks. Part of the data-* skill family.

joogy06 Skill

Use when consuming, creating, or customizing reports and dashboards in IBM Cognos Analytics as an end user — navigating the Cognos portal, running and scheduling reports, creating dashboards (drag-and-drop), self-service report authoring (Cognos Analytics Reporting), data exploration, prompted reports (value/date/search prompts), exporting (PDF/Excel/CSV), personal folders, subscriptions and bursts, data modules (self-service data prep), and collaboration features. Complements cognos-admin with user-role focus. Part of the cognos-* skill family.

joogy06 Skill

Use when administering IBM DB2 for z/OS — subsystem management, buffer pool tuning, binding plans/packages, utilities (REORG/RUNSTATS/COPY/RECOVER), SQL performance (EXPLAIN/DSN_STATEMNT_TABLE), WLM service classes, data sharing groups, catalog/directory management, and z/OS-specific access patterns. Part of the db2-* skill family.

joogy06 Skill

Use when working with Pega Intelligent Automation — Pega Robot Studio (RPA development, automations, components, adapters, UI interrogation), Pega Robot Runtime (attended/unattended execution, runtime configuration), Pega Robot Manager (robot fleet management, deployment, scheduling, monitoring, work queues, analytics), automation design patterns, credential management, error handling, and integration with Pega Platform (case management, decisioning). Part of the pega-* skill family.

joogy06 Skill

Use when reading, understanding, writing, or debugging Pick / MultiValue database applications — the MultiValue products and dialects (Rocket UniVerse, UniData, D3, jBASE, OpenQM, ScarletDME, NEC Reality), the schema-in-the-dictionary data model and the mark hierarchy (item/field/value/sub-value/text marks), Pick/Data/MV BASIC (file I/O, dynamic-array `<a,v,s>` operations, OCONV/ICONV conversions, flow, SUBROUTINE/CALL/COMMON/EXECUTE/CHAIN), DICT items and correlatives (D/I/A/S/X/PH, TRANS/Tfile as the SQL-JOIN substitute), TCL versus the query/report language versus BASIC, and orienting in unfamiliar Pick code. Trigger on - Pick, MultiValue, MV database, UniVerse, UniData, U2, D3, jBASE, OpenQM, ScarletDME, Reality, Pick BASIC, UniBasic, jBC, QMBasic, dynamic array, dictionary item, correlative, conversion code, "understand Pick code", "read this MultiValue program". Part of a legacy-comprehension skill family with cobol-developer and datastage-developer.

joogy06 Skill

Use when reading, writing, debugging, or modernizing COBOL programs — divisions and sections, data types (PIC clauses, COMP/COMP-3/DISPLAY), file handling (QSAM/VSAM/KSDS/RRDS), PERFORM and paragraph structure, COPY/REPLACE, embedded SQL (EXEC SQL), CICS programming (EXEC CICS), batch JCL integration, debugging (CEDF/Xpediter), and COBOL modernization patterns. Part of the ibm-mainframe skill family.

joogy06 Bundle

Use when analyzing project financial data — budget vs actual variance, Earned Value Management (EVM) metrics (CPI, SPI, EAC, ETC, TCPI), cost breakdown structures, spend trends, financial forecasting, or processing CSV/Excel files containing budget, cost, or spend data. Shared financial engine for project-manager and delivery-manager. Trigger on: budget, actual cost, variance, EVM, earned value, CPI, SPI, EAC, ETC, cost breakdown, spend analysis, burn rate, financial forecast, budget vs actual, project financials, analyze budget, analyze spend, cost tracking.

joogy06 Bundle

Use when working with Microsoft Office or Microsoft 365 from Python — reading/writing Excel (.xlsx), Word (.docx), PowerPoint (.pptx); calling Microsoft Graph for mail/calendar/Teams/SharePoint/OneDrive; authenticating to Entra ID via MSAL/WAM broker, SAML, or Kerberos; or hardening any of the above. Parent skill for the ms-office-python-* family. Routes to ms-office-excel-python, ms-office-word-python, ms-office-powerpoint-python, ms-office-graph-python, ms-office-enterprise-sso-python, ms-office-security-python.

ericrisco Bundle

Use when building or restructuring an LLM agent — provider adapter, tool calling, structured output, RAG, agent loop, eval gate, cost routing, tracing, MCP server — model-agnostic across OpenAI/Anthropic/Gemini/OSS so a model swap is a config change. NOT vector-store SQL alone (that is `postgresdb`) or service deployment (that is `deployment`).

ericrisco Bundle

Use when planning a posting schedule, building a multi-platform content calendar, or reshaping one source asset into channel-native posts across X, LinkedIn, Instagram, Threads, Bluesky, TikTok, Facebook or YouTube — cadence, best-time slots, per-platform format limits, API publish caps, and a dated CSV or JSON calendar a scheduler can import. NOT the brand voice the posts speak in (that is `brand-voice`), NOT the editorial strategy of what to make (that is `content-engine`).

ericrisco Bundle

Use when the deliverable is a document's bytes or its literal content — text/tables out of PDFs, AcroForm fill and flatten, page merge/split, PDF/DOCX from templates, OCR of image-only scans. NOT schema-typed fields pulled from text (that is structured-extraction), NOT signature routing (e-signature) or spreadsheet cells/formulas (spreadsheet-ops).

ericrisco Bundle

Use when running a ClickHouse server for high-volume OLAP: choosing a MergeTree engine and ORDER BY/PARTITION BY keys, ingesting billions of event/log/metric rows, pre-aggregating with materialized views, or fixing a query that scans instead of pruning. NOT in-process file analytics (that is `duckdb`), NOT OLTP CRUD indexing (that is `postgresdb`).

ericrisco Bundle

Use when a metric (revenue, MRR, margin) needs defining once in a governed semantic layer so every dashboard, report and agent returns the same number, or when an LLM must answer data questions in plain language without hallucinating SQL. NOT chart layout (that is `dashboard`), NOT which KPIs to track (that is `kpi-framework`), NOT a hand-written query (that is `sql`).

rweisssieker-xp Bundle

Translate business questions into Power BI-ready source extraction plans, Power Query steps, SQL/OData/API queries, semantic model requirements, DAX definitions, validation checks, and report requirements for any supported Power BI data source.

rweisssieker-xp Skill

Migrate Excel, Access, legacy PBIX, Tableau, Qlik, SSRS, manual reports, and departmental BI into governed Power BI/Fabric assets. Use for source mapping, KPI mapping, report rationalization, semantic model migration, validation, and acceptance packs.

rweisssieker-xp Skill

Use when Power BI solutions need AI/ML analytics such as churn prediction, demand forecasting, anomaly detection, predictive maintenance, supplier risk, cash collection prioritization, margin leakage prediction, quality prediction, or lead scoring.

rweisssieker-xp Skill

Use when migrating Excel, Access, Tableau, Qlik, SSRS, legacy PBIX, manual reports, or old semantic models into governed Power BI data products.

rweisssieker-xp Skill

Use when Power BI work needs live connector planning or metadata access for SAP OData/CDS, Salesforce, Dataverse, SQL, Fabric, Power BI REST, Snowflake, Databricks, APIs, or enterprise warehouses.

rweisssieker-xp Skill

Use when each source table or query must be routed to the correct native Power Query connector pattern, including Excel, CSV, Folder, SharePoint, SQL, Fabric, OData, REST, SaaS, ODBC/OLE DB, or embedded demo mode.

rweisssieker-xp Skill

Use when Power BI work depends on IoT, MES, SCADA, historians, OSIsoft PI, machine telemetry, OEE, downtime, energy monitoring, quality signals, production events, or real-time shopfloor analytics.

rweisssieker-xp Skill

Use when Power BI solutions need RLS or OLS patterns for company, region, plant, warehouse, profit center, cost center, sales org, supplier, customer, HR, or executive access.

planifest Bundle

Style, review, and refactoring standards for SQL schema, migration, and query artifacts. Trigger when `.sql` schema/query/migration artifacts are created, changed, or reviewed and SQL-specific quality rules (naming, migration safety, query clarity, and performance intent) must be enforced. Do not use for ORM-only code changes with no SQL artifacts, or for non-SQL data modeling documents. Use together with language-specific style guides only when both SQL and application code are modified.