Claude Skills by tools-only

**Contract:** This agent runs automated verification scripts to validate Phase 2-3 conclusions with empirical data.

This phase establishes the baseline understanding of the database schema. You will analyze exported schema files to identify the structure, data types, and potential issues that will inform later optimization phases.

A sprint executes through 6 distinct phases:

Documentation for supported exchange CSV formats. ---

Complete prompts and guidance for generating visualizations in market research reports. ---

Set up monitoring stack with Prometheus, Grafana, alerts

Set up monitoring stack with Prometheus, Grafana, alerts

``` ESLint (dbaeumer.vscode-eslint) - Integrates ESLint into Cursor - Real-time linting - Auto-fix on save

**Error:** `Invalid or missing API key`

```python def compress_prompt(prompt: str, max_tokens: int) -> str: """Compress prompt to fit within token limit.""" current_tokens = estimate_tokens(prompt)

```python from dataclasses import dataclass from datetime import datetime, timedelta from collections import defaultdict import json

```typescript import { LRUCache } from 'lru-cache';

```typescript import { LRUCache } from 'lru-cache';

Generate video scripts that explain your code for non-technical and...

Generate video scripts that explain your code for non-technical and technical audiences

Create visual progress updates - charts, before/after comparisons, metrics...

Create visual progress updates - charts, before/after comparisons, metrics over time

GeoPandas provides plotting through matplotlib integration.

Histolab provides several built-in visualization methods to help inspect slides, preview tile locations, visualize masks, and assess extraction quality. Proper visualization is essential for validating preprocessing pipelines, debugging extraction issues, and presenting results.

```python import networkx as nx import matplotlib.pyplot as plt

Qiskit provides comprehensive visualization tools for quantum circuits, measurement results, and quantum states.

Comprehensive reference for visualization capabilities in pymoo.

This reference covers Vaex's visualization capabilities for creating plots, heatmaps, and interactive visualizations of large datasets.

Complete guide to tree visualization with ETE Toolkit.

Visualize qubit states on the Bloch sphere.

This document covers tools and methodologies for visualizing chunking strategies and evaluating their effectiveness.

The WCS module manages transformations between pixel coordinates in images and world coordinates (e.g., celestial coordinates).

This document provides detailed step-by-step workflows for common PyDESeq2 analysis patterns.

This document describes detailed multi-step workflows for common bioinformatics tasks using BioServices.

Generates professional meeting minutes from transcripts or notes. Use when you need to create structured meeting documentation after a meeting.

This document covers common workflows, best practices, and advanced usage patterns for scvi-tools.

This document provides detailed examples of common mass spectrometry analysis workflows using matchms.

This document provides complete workflow examples for common deepTools analyses.

Extended workflow examples demonstrating how to combine multiple gget modules for common bioinformatics tasks.

资源是智能体可以引用的外部知识。本指南介绍如何添加、管理和检索资源。

资源是智能体可以引用的外部知识。本指南介绍如何添加、管理和检索资源。

Work with marimo notebooks programmatically, embed notebooks, and access runtime metadata.

The cell mark creates rectangles positioned by two ordinal dimensions, used for heatmaps with categorical axes.

Work with individual cells, including cross-notebook execution and testing.

Access command-line arguments when running notebooks as scripts.

Control cell execution flow with conditional stops, gating, and threading.

Create diagrams and visualizations using Mermaid.

Quarto natively supports Mermaid and Graphviz diagrams, rendering them automatically across output formats.

All input elements are available under `mo.ui`. Each element has a `.value` property that updates reactively when users interact with them.

marimo integrates with major plotting libraries and provides reactive chart components for interactive data selection.

Access and manipulate URL query parameters in marimo apps.

Curves define how to interpolate between discrete data points in line, area, and link marks.

Plot provides interactive features for data exploration through pointing, tooltips, and the pointer transform.

Intervals define regular spacing for scales, bins, and ticks, particularly useful for temporal data.

Scales convert abstract data values (dates, temperatures, categories) into visual values (positions, colors, sizes).