text-engineer
Feature engineering for text: embeddings, TF-IDF, tokenization, text preprocessing pipelines.
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128,753 skills indexed with the new KISS metadata standard.
Feature engineering for text: embeddings, TF-IDF, tokenization, text preprocessing pipelines.
Train NLP models: sentiment, classification, NER, topic modeling.
Analyze text data: distributions, vocabulary, language detection, quality assessment.
Project architecture, structure, and key patterns for the RAG Knowledge Base app
Frontend code patterns for components, pages, and api.ts
Patterns for service modules (ingest, rag, storage, vectorstore)
Patterns for FastAPI router files
List in-code TODO markers grouped by module, to plan remaining work.
Load a phase prompt and start that phase of the ISLE-IR build
Audit current code against the SSOT §6 interface contracts
Draft a Conventional Commits message for the staged changes and commit.
A teaching skill grounded in learning science research. Implements spaced retrieval, interleaving, curiosity hooks, calibrated difficulty, and misconception confrontation to produce deep, durable unde...
Research topics online and create comprehensive learning guides with RAG indexes. Use when learning new technologies or concepts. Not for quick definitions (use WebSearch directly).
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
1. Read CLAUDE.md in full. This document governs wiki schema, page types, frontmatter,
助手正文只在 Cursor 显示;用 check_messages 保持循环,不向插件镜像长回复
Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before depl...
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier,...
Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deploy...