Data & Analytics

jurgendn Bundle

Design practical pilots and evaluation protocols for industry R&D, AI, ML, analytics, LLM, banking, fintech, or enterprise solutions. Use when the user has a proposed method or solution direction and needs to validate it with offline tests, backtests, human evaluation, A/B tests, baselines, metrics, ablations, guardrails, and a go/no-go decision. Especially use after publication-grounded-solution-design or industry-problem-framing.

microsoft Bundle

Use when a Copilot Studio maker provides uploaded files, exported text, or a document set and wants to assess whether that corpus is ready for knowledge grounding. Use this before scoring chunkability, freshness signals, conflicts, or whether content belongs in knowledge versus an action or workflow. Do not use for live SharePoint or Dataverse inspection, general agent design, publishing checklists, analytics troubleshooting, or unrelated Power Platform work.

peterbamuhigire Bundle

Use when designing or reviewing a dashboard, analytics console, monitoring view, KPI scorecard, or data product with multiple metrics, charts, filters, drill-downs, and freshness states. Use chart-selection-and-encoding for chart choice and data-visualization for single-chart craft.

peterbamuhigire Bundle

Use when presenting an XLSX financial model, KPI sheet, or analytical exhibit through number formats, styles, conditional encoding, charts, and print layout. Use accounting or engineering skills for formulas, pivots, macros, calculation logic, and financial correctness.

sidchaudhary Bundle

Groups customers by acquisition period and tracks a retention or revenue metric across the periods that follow, returned as a cohort table. Use when the user wants to know whether newer customers are performing better or worse than older ones, not just a single blended average. Boundary: this skill builds the cohort table itself. For the dashboard that displays it alongside other KPIs, use `kpi-dashboard`. For comparing the result against outside industry numbers, use `benchmark-analysis`.

lloyd3126 Bundle

Inspect authenticated Threads Insights for a selected date range, views, interactions, followers, weekly recap, and popular posts through the Codex in-app browser. Use whenever the user asks about Threads analytics, account performance, reach, engagement, follower changes, popular content, or a time-window comparison.

lloyd3126 Bundle

Search and compare public PokecaBook deck recipes and card-adoption analysis through the Codex in-app browser. Use when the user asks for deck filters, tournament date/rank/prefecture conditions, deck categories, card-name counts, or live card adoption results.

luyu2026 Bundle

运营数据归因与决策。把数据异动、漏斗、留存、分群数据转化为有证据等级的产品判断与行动建议。 触发词：「数据跌了」「分析这个数据」「指标异常」「留存下降」「漏斗哪一步掉了」「转化率低」「帮我诊断数据」「数据归因」。 也适用于：用户上传了 CSV/Excel 数据、提供了后台截图、SQL 查询结果要求解读；用户要求做指标拆解、分群对比、趋势分析。 不适用于：纯埋点方案设计（用 `pm-tracking-spec-writer`）、纯 BI 看板搭建。

luyu2026 Bundle

《精益数据分析》方法论。把"第一关键指标（OMTM）+ 精益分析循环 + 五阶段门控"转化为可执行的数据决策框架。 触发词：「该看什么指标」「第一关键指标」「OMTM」「数据诊断」「精益数据分析」「指标怎么选」「数据驱动决策」「沙线」。 适用于：数据指标众多不知盯哪个；指标选择争议；判断业务处于哪个阶段该优化什么。 不适用于：单点数据异动归因（用 operations-data-analysis）。

tfcbot Skill

Pull account + per-video analytics for a TokPortal-managed account.

memi-design Bundle

Transform research data (Excel, CSV, stickies) into structured insights and interactive dashboards

justaname-id Bundle

Complete CoinGecko Solana API integration for token prices, DEX pool data, OHLCV charts, trades, and market analytics. Use for building trading bots, portfolio trackers, price feeds, and on-chain data applications.

justaname-id Bundle

Real-time smart money analytics API for Polymarket prediction markets, Hyperliquid perpetual futures, and Meteora Solana LP/AMM pools. 63 endpoints. Pay-per-request via x402 on Solana Mainnet USDC. No API keys.

fritzprix Bundle

Repository wiki engine: bi-directional linking, catalog.json, frontmatter injection, slug-based link resolution, backlink generation, and structured directory routing (core/reference/drafts/archive). Use when organizing docs into a wiki with [[slug]] links, generating catalog.json, injecting frontmatter, building backlinks, validating broken links, or migrating flat docs into core/reference/drafts/archive. For binary document conversion (PDF/DOCX/PPTX/XLSX) or workspace index.md generation, use the workspace-indexer skill instead. Triggers: "repo wiki", "catalog.json", "bi-directional links", "backlinks", "docs-tool", "문서 위키", "repo-wiki".

fritzprix Bundle

Explore a workspace to (1) convert binary documents (PDF, PPTX, DOCX, XLSX) into text/Markdown and (2) build an index.md file with a keyword map and file inventory. Use when the user asks for binary document conversion, document indexing, index.md generation, keyword-map creation, workspace file inventorying, or PDF/PPTX/DOCX/XLSX text extraction.

cwinvestments Skill

Use this skill when creating or altering database tables in Supabase or PostgreSQL projects. Triggers include: CREATE TABLE, ALTER TABLE, migration files, 'RLS', 'row level security', 'new table', 'database schema'. Enforces Row Level Security policies on every table to prevent unauthorized data access. Do NOT use for general SQL queries or non-schema database tasks.

ynitto Bundle

元仕様書(Excel/Word/PowerPoint/PDF/Markdown/txt)から記入すべき値を探すスキル。人が用意した仕様書をファイル名の部分一致で特定し、マッピング情報をもとに値を探して出典・確信度付きで記入シートに落とし込む。「仕様書に書く値を探して」「元仕様書から値を落とし込んで」「設定値を仕様書から拾って」「記入シートを埋めて」などで発動。サーバ・GPU不要。

ynitto Bundle

JSON スペックから Excel (.xlsx) 帳票・レポートを生成するスキル。「Excelを作って」「エクセルで帳票を作って」「xlsxを生成して」「集計表を作って」「売上レポートをExcelで」「スプレッドシートを出力して」「データをExcelにまとめて」などのリクエストで発動する。複数シート・見出し装飾・数値書式・合計行・条件付き書式・グラフ・フリーズペイン・オートフィルタに対応する。

ynitto Bundle

【非推奨】spec-value-finder を使用してください。Excel/PDFの仕様書テーブルをTable TransformerでAST化しNeo4jグラフへ保存・GraphRAG検索するパイプライン（deprecated）。Neo4j・GPU依存が重く可搬性に欠けるため後継スキルへ移行。

ynitto Bundle

Windows デスクトップアプリ（Win32・WPF・WinForms・UWP・メモ帳・タスクマネージャーなど）の GUI 自動化・UIテストスキル。「Windows アプリを自動化して」「デスクトップアプリをテストして」「ファイルダイアログを操作して」「Excelを自動操作して」などで発動。pywinauto/winauto 使用。Copilot・Kiro・WSL 対応。

markoblogo Bundle

Edit, repair, or generate spreadsheet workbooks with structure-preserving Python. Use for Excel or spreadsheet tasks involving .xlsx/.xlsm files, formulas, lookup tables, summaries, formatting preservation, target ranges, workbook QA, or any task where cells must be computed, written, and verified rather than guessed from previews.

vinayaklatthe Skill

Guidance for Microsoft Purview eDiscovery (unified experience consolidating prior Standard and Premium) - identifying, preserving, collecting, reviewing, analysing, and exporting content across Microsoft 365 for legal cases, regulatory requests, and investigations. Covers cases, custodians, legal holds, searches, review sets, analytics, and export. WHEN: eDiscovery, legal hold, preserve content, collect for litigation, review set, export evidence, eDiscovery case, custodian, search and hold Microsoft 365, legal investigation, EDRM workflow, defensible collection.

lloyd3126 Bundle

Read a specific X/Twitter post, thread, quoted post, media, or owner analytics page in the Codex in-app browser. Use whenever the user supplies an X post URL or asks to inspect a post’s conversation, content, media, metrics, or analysis. Default to read-only and stop before replies or other outward actions.

lloyd3126 Bundle

Inspect authenticated vocus Salon Studio analytics, content management, plans, members, earnings, and settings in read-only mode. Use when a user asks to review a salon dashboard or understand a Studio page without changing account or public content state.

lloyd3126 Bundle

Find, inspect, and download FRED economic data series through the Codex in-app browser. Use when the user asks for FRED data, a series ID, observations, a graph, current economic indicators, metadata, categories, sources, popular series, CSV/Excel exports, or a comparison-ready series choice.

chengyi818 Skill

Use when AI 读写 Word/PPT/Excel/PDF - 技术报告 Word、演示 PPT、测试数据 Excel 处理。

cleanexpo Skill

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cleanexpo Skill

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frankxai Skill

Expert Oracle Database engineering across Oracle Database 23ai, Autonomous Database, SQL/PLSQL tuning, AI Vector Search, JSON Relational Duality, partitioning, high availability, and security. Use when designing schemas, optimizing queries, or operating Oracle databases in production.

aaronjmars Bundle

Fleet skill observability with two views - health audits per-skill metrics and files/resolves issues in memory/issues/; analytics ranks the fleet by 7d runs, success rates, and anomaly flags.

panaversity Skill

Legal spend analytics, anomaly detection, and benchmarking. Analyses outside counsel invoices by matter type, law firm, and business unit. Flags billing anomalies and produces quarterly spend reports with rate benchmarking against market data.

panaversity Bundle

Named Range operations for IDFA-compliant Excel models. Provides scripts to write assumptions, read results, inspect model structure, audit compliance, and trigger deterministic recalculation. Use alongside the idfa-financial-architect methodology skill. Activate when the agent needs to programmatically interact with an Excel financial model — reading, writing, auditing, or recalculating.

panaversity Bundle

Use this skill for hands-on Excel financial model work: building models from scratch (SaaS, three-statement, revenue/COGS/EBITDA), auditing a spreadsheet for formula errors, explaining or mapping out model logic, converting cell references to named ranges, running what-if or scenario analysis, goal-seeking (what input value produces a target output?), or running Monte Carlo simulations. Also use when someone has inherited an unfamiliar model, calls it a "black box", or needs a specific formula (like WACC) checked. The trigger is a user who has a spreadsheet and needs to do something with it. Do NOT use for accounting theory, tax questions, investment advice, or finance questions with no model attached.

igbuend Skill

Security pattern for input validation and sanitization. Use when implementing input handling, preventing injection attacks (SQL, XSS, command), ensuring data integrity, or processing data from untrusted sources. Addresses "Entity provides unexpected data" problem.

igbuend Skill

Security anti-pattern for SQL Injection vulnerabilities (CWE-89). Use when generating or reviewing code that constructs database queries, builds SQL statements, or handles user input in database operations. Detects string concatenation in queries and recommends parameterized queries.

jnzader-vault Skill

Power BI business intelligence with DAX measures, Power Query transformations, and dashboard design patterns. Trigger: powerbi, dax, business intelligence, dashboard, analytics, reporting, power query