菜单
Use when the user wants a summary review of learning progress across DES phases, weak concepts, readiness, and next study actions.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when designing the global data architecture, including storage, compute, integration patterns, layer strategy, environment promotion, security posture, observability, governance, cost, operational burden, and decision reversibility.
Use when creating the Bronze Layer Specification for raw/near-raw storage, source fidelity, ingestion metadata, schema drift, replay, quarantine, retention, access control, and lineage before Silver design.
Use when designing CI/CD, testing strategy, release gates, deployment promotion, rollback, release evidence, and environment validation for data products.
Use when designing cost, performance, scalability, storage, compute, query, serving, monitoring, and FinOps optimization strategies for data products.
Use when creating the Data Contract Specification for source feeds, Silver datasets, Gold datasets, serving outputs, dashboards, semantic models, APIs, ML/AI datasets, external exports, or downstream systems that need stable structure, meaning, freshness, quality, access, ownership, lineage, and change behavior.
Use when defining or designing data quality dimensions, rules, thresholds, severity, gates, failure handling, ownership, and validation expectations across Bronze, Silver, Gold, contracts, transformations, and serving outputs.
| name | des-learning-review |
| description | Use when the user wants a summary review of learning progress across DES phases, weak concepts, readiness, and next study actions. |
Use this learning skill to review the user's learning progress across DES phases.
This skill summarizes learning status, identifies strengths, weak concepts, unresolved gaps, readiness by module, and recommended next study actions.
The goal is to help the user decide what to study next and whether they are ready to continue the DES lifecycle.
Use this skill when:
des-learning-status-update has updated the learning status;des-learning-review.Use this skill after:
des-learning-status-update;des-learning-path;des-explain-artifact or des-artifact-quiz runs;des-gap-teacher reports.Do not use this skill to create quizzes or teach one concept in depth.
The agent should inspect:
SOUL.md
knowledge/FUNDAMENTALS-MAP.md
_des-output/learning-artifacts/des-learning-status.md
_des-output/learning-artifacts/
_des-output/implementation-artifacts/des-workflow-status.md
If learning status is missing, recommend running des-learning-status-update first.
Create or update:
_des-output/learning-artifacts/des-learning-review.md
The learning review must include:
Use these modules:
Module 1 — Foundation and Business Context
Module 2 — Data Engineering Lifecycle Core
Module 3 — Modeling, Contracts, and Quality
Module 4 — Operations, Governance, and Reliability
Module 5 — Delivery, Review, and Portfolio Readiness
SKILL.md completely.customize.toml.SOUL.md.knowledge/FUNDAMENTALS-MAP.md.des-learning-status.md.steps/step-01-review-context.md.HALT point.This skill will:
Do not execute this overview directly. Follow the step files.
The agent must not:
Stop when:
SOUL.md is missing;knowledge/FUNDAMENTALS-MAP.md is missing;Recommend one of:
des-learning-status-update if status is missing or stale;des-explain-artifact for missing explanations;des-artifact-quiz for unchecked understanding;des-gap-teacher for unresolved quiz answers;des-socratic-coach for conceptual weakness;