@kaiyuelv

data-labeling-studio provides multi-modal annotation (image, text, audio, video) with active learning suggestions and quality metrics, exporting to standard ml formats (coco, yolo, tfrecord, huggingface).

vector-db-toolkit wraps qdrant, chroma, and in-memory stores behind a unified client for embedding operations. covers collection lifecycle and search queries but lacks error handling and deployment guidance.

prompt-optimizer-toolkit provides prompt analysis, optimization, templating, and scoring via python api and cli. covers five built-in patterns (chain-of-thought, few-shot, role-play, structured, constraints) and local library management, but lacks actionable workflow guidance and error handling specifics.

encoding-converter provides base64, url, hex, hash, jwt, and html entity conversion with basic examples but lacks explicit error handling, validation steps, and decision logic for real-world integration.

voice-transcriber-toolkit wraps whisper and vosk engines for single-file and batch audio transcription, subtitle export (srt/vtt), and audio format conversion via ffmpeg. no explicit error handling or recovery paths documented.

regex-master provides generation, testing, explanation, and extraction utilities for regular expressions, with natural language to regex conversion. core interface exposes test, explain, generate, and extract_all methods.

audio-processor wraps ffmpeg and librosa for audio format conversion, editing, analysis, and effects. provides command-line scripts for common operations but lacks step-by-step guidance on parameter tuning and failure modes.

rss-news-aggregator fetches and filters multiple rss feeds, extracting summaries and deduplicating articles by keyword. core engine supports feed subscription management, article retrieval, keyword filtering, and report generation.

aws-cloud-toolkit provides tool definitions for ec2, s3, lambda, and cloudwatch operations but lacks procedural workflows, decision logic, and failure handling. it reads as an api reference without automation intent.

meeting-recorder-assistant provides recording, transcription, and minutes generation for meetings, but lacks actionable decision logic and error handling documentation.

form-builder-pro is a schema-driven form engine with yaml config and conditional rendering support, but the skill.md lacks intent mapping, failure modes, and actionable procedures for cross-vendor integration.

payment-gateway-toolkit wraps stripe and alipay sdks with basic order and refund operations, but lacks procedural depth, trigger specificity, and failure mode documentation needed for production payment workflows.

smart-travel-planner lists six travel functions (itinerary, budget, attractions, transport, hotels, packing) with cli examples but lacks procedural depth, decision logic, failure modes, and output contracts.

Automate CI/CD pipelines for GitHub Actions, GitLab CI, and Jenkins with build, test, deploy workflow creation and pipeline status monitoring.

NLP文本分析器 - 支持分词、情感分析、关键词提取、文本分类等自然语言处理功能 | NLP Text Analyzer - Tokenization, sentiment analysis, keyword extraction, text classification

企业级性能测试工具包，支持HTTP接口压测、负载测试、性能基准测试和报告生成。 Enterprise-grade performance testing toolkit supporting HTTP load testing, stress testing, benchmark testing and repo...

企业级备份恢复工具包，支持文件备份、数据库备份、增量备份、定时任务和灾难恢复。 Enterprise-grade backup and recovery toolkit supporting file backup, database backup, incremental backup, scheduled t...

A-share stock market analysis tool with real-time price data, technical indicators, trend analysis, and portfolio tracking. Supports querying opening/closing...

GitHub team collaboration toolkit for managing team workflows, code reviews, issue tracking, sprint planning, and team metrics. Supports PR automation, issue...

Lightweight API mock server for prototyping and testing, supporting JSON/JSON Schema responses, dynamic data, validation, latency, and webhook simulation.

Manage Git hooks with easy installation, configuration, and sharing, supporting lint, test, commit message, and branch name validations.

二维码/条形码全能工具集 - 支持生成、识别、美化、批量处理。Use when: (1) 需要生成二维码（URL/文本/WiFi/名片/支付）, (2) 需要识别/解码二维码或条形码, (3) 需要美化二维码（添加logo/改变颜色/样式）, (4) 需要批量生成或识别二维码, (5) 需要生成条形码（EAN/U...

Website Screenshot Automation Tool - 网站截图自动化，支持响应式截图、批量处理、定时调度、视觉对比 | Automated website screenshots with responsive capture, batch processing, scheduling, vi...

Graph database toolkit for Neo4j and Cypher-based graph analytics. Use when working with knowledge graphs, relationship queries, graph traversal, Neo4j opera...

Data quality validation and profiling toolkit for tabular data. Use when checking data completeness, detecting anomalies, validating schemas, profiling datas...

Comprehensive blockchain toolkit for Ethereum wallet management, smart contract interaction, NFT minting, token balance checks, and gas fee monitoring.

轻量级业务规则引擎，支持规则定义、规则执行、规则链编排和动态规则加载。 Lightweight business rule engine supporting rule definition, execution, chain orchestration and dynamic rule loading.

Manage environment configs with loading, switching, encryption, key rotation, validation, and team-safe secret sharing for .env, YAML, and JSON files.