AI-native web intelligence workflow for crawling, organizing, and synthesizing web content from multiple platforms (Zhihu, Reddit, HN, X/Twitter, Xiaohongshu, Weibo). Use when users share URLs, want to archive web content, build knowledge bases, or analyze online discussions.

Primitive web crawling and scraping for one or more URLs. Use when a user shares links, asks to ingest or archive web content, or needs raw source artifacts normalized into reusable local records before feed-building or synthesis.

Implements Syncfusion .NET MAUI Busy Indicator (SfBusyIndicator) for showing loading states, data processing, and app activity indicators. Use when displaying loading indicators, busy animations, activity spinners, or processing feedback in .NET MAUI apps. Covers busy indicator setup, animations, and visual feedback during long-running operations.

Implements and customize Syncfusion .NET MAUI Funnel Charts (SfFunnelChart). Use when implementing funnel charts, sales funnel visualization, conversion funnel analysis, process stage visualization, or marketing funnel tracking. Covers funnel chart implementation, customization, data labels, legends, tooltips, segment spacing, and orientation.

Implements Syncfusion .NET MAUI Kanban Board (SfKanban) control. Use when implementing kanban boards, task management visualizations, workflow tracking, or agile boards in .NET MAUI applications. Covers installation, data binding with default and custom models, card customization, column configuration, workflow transitions, and drag-and-drop events.

Implements Syncfusion .NET MAUI Linear Gauge (SfLinearGauge) for data visualization with scales, pointers, and ranges. Use when creating linear gauges, displaying measurements on linear scales, showing progress indicators, or building thermometer-style visualizations. Covers gauge pointer configuration, bar pointers or shape markers, draggable gauge pointers, and animated gauge transitions.

Implements Syncfusion .NET MAUI Linear ProgressBar (SfLinearProgressBar) control. Use when working with progress bars, progress indicators, loading indicators, determinate/indeterminate progress, or buffer progress visualization. Covers progress tracking, multi-segment progress, animated progress, and gradient progress bars.

Implements Syncfusion .NET MAUI ListView (SfListView). Use when displaying lists or collections of data in MAUI applications, implementing data grids, creating scrollable item lists, or adding sorting/filtering/grouping. Covers item selection, layout customization, swipe actions, pull-to-refresh, load more, and drag-drop items.

Implements Syncfusion .NET MAUI Polar Charts (SfPolarChart) for visualizing data in polar coordinates. Use when working with polar charts, radar charts, spider charts, web charts, or circular data visualization. Ideal for displaying data in terms of values and angles, creating line or area series in polar layouts, or comparing multiple data series radially.

Implements Syncfusion .NET MAUI Pyramid Chart (SfPyramidChart) for visually representing hierarchical, proportional, and parts-to-whole data using pyramid-shaped segments. Use this for pyramid charts, hierarchical data visualization, proportional data display, or segment-based charts. This skill covers installation, data binding, legends, tooltips, data labels, appearance customization, and gradients.

Implements Syncfusion .NET MAUI Shimmer (SfShimmer) loading placeholder effects. Use when implementing shimmer or skeleton loading animations, loading placeholders, or content loading indicators in .NET MAUI apps. Covers shimmer types (CirclePersona, Article, Feed, Shopping), custom shimmer views, wave animation, and customization.

Implements Syncfusion .NET MAUI StepProgressBar (SfStepProgressBar) control. Use when implementing step progress visualization, multi-step process tracking, or sequential progress indication. This skill covers step appearance customization, step states (completed/in-progress/not-started), orientation options, tooltips, and accessibility for order tracking, registration forms, or checkout processes.

Implements Syncfusion .NET MAUI Sunburst Chart (SfSunburstChart) for hierarchical data visualization using a radial, multi-level circular layout. Use this for sunburst charts, radial hierarchical charts, multi-level pie charts, or hierarchical data visualization with drill-down capabilities. Ideal for visualizing organizational structures, file systems, or nested categorical data.

Implements Syncfusion .NET MAUI TreeMap (SfTreeMap) for visualizing hierarchical data with rectangles sized and colored by values. Use when implementing hierarchical data visualization, heat maps, squarified layouts, multi-level data grouping, or brush settings for hierarchical displays. This skill covers installation, data binding, layout types, hierarchical levels with GroupPath, legend configuration, tooltips, and TreeMap customization.

Implements and customize Syncfusion .NET MAUI TreeView (SfTreeView) for displaying hierarchical data structures. Use when working with TreeView, hierarchical data display, tree structures, organizational charts, nested data, expand/collapse nodes, file explorer UI, folder structures, parent-child relationships, or multi-level data visualization in .NET MAUI applications.

Reads the content of an article or webpage, extracts the main points, and provides a concise, structured summary.

sqlite-vec extension for vector similarity search in SQLite. Use when storing embeddings, performing KNN queries, or building semantic search features. Triggers on sqlite-vec, vec0, MATCH, vec_distance, partition key, float[N], int8[N], bit[N], serialize_float32, serialize_int8, vec_f32, vec_int8, vec_bit, vec_normalize, vec_quantize_binary, distance_metric, metadata columns, auxiliary columns.

- **Stage:** Seed-stage B2B SaaS

**Prepared by:** Product Lead (DRI)

**For:** Product leader experiencing back-to-back meeting overload and constant decision fatigue

**Role / scope:** Senior PM, recently started. Reporting directly to VP of Product.

**Objective:** 2x qualified pipeline (from current baseline to double) within 6 months by expanding from 3 live integrations to 10-15 through HRIS and ATS integration partnerships.

This plan outlines a strategy to grow pipeline 2x in 6 months by expanding from 3 to 10-15 integration partnerships with HRIS and ATS vendors. Given the constraint of 1.5 engineers dedicated to integr

Create a Platform Strategy Pack (charter, interface map, ecosystem model, governance, metrics).

**Platform name:** ML Platform (internal)

- **Users**: 40 ML engineers

Design Product Ops systems: cadences, artifacts, insights pipelines, release enablement.

- **Taste domain:** Onboarding (first-run)

**Domain:** Fintech onboarding

**Decision Required:** Whether to sunset Feature X by March 15.

**Prepared for:** New Product Lead | 5 Direct Reports | PST + EST Time Zones

Build a Sales Qualification Pack (ICP, scorecard, discovery script, pipeline hygiene rules).

- **Product:** Bulk CSV import feature for the admin panel of a B2B SaaS platform

Admins need to bulk-import data via CSV. We have 4 weeks (20 working days). This document cuts scope to a shippable MVP, identifies the riskiest parts, and includes a Wizard-of-Oz validation plan for

**Title:** Pause Analytics Dashboard Build to Address Critical Data Pipeline Reliability

**Prepared by:** Product Leadership

- **Product:** B2B analytics platform (enterprise tier)

We begin by generating three distinct product directions, each addressing the core problem -- admins cannot tailor dashboards by role, causing irrelevant data exposure, stalled adoption, and blocked e

- **Product:** Analytics Dashboard (B2B SaaS)

**FOR IMMEDIATE RELEASE**

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Configure Azure VNet, NSG, Load Balancer, and network topology.

React component patterns for GDEX portfolio dashboards — token balances, trade history, chain selectors, and live data polling

Use when creating new API endpoints, working with async operations, implementing long-running tasks with progress tracking, adding Pydantic models, or designing request/response schemas.

Identify potential accessibility problems to alternate processing sites in the event of an area-wide disruption or disaster and outlines explicit miti

Rules-based visual UI design system covering colour, typography, spacing,

Open the evo-agent-team dashboard in your default web browser. Detects the OS and uses the appropriate open command.