36 instruction files for AI agents, collected from kina2711/data-department-agent-skills. Install any of them at an exact version with mdr add kina2711/data-department-agent-skills/<name>.
AGENTS.md AGENTS.md file
kina2711/data-department-agent-skills · AGENTS.md
git:20260912.3a667f7 · audit A · 3 stars
CLAUDE.md CLAUDE.md file
kina2711/data-department-agent-skills · CLAUDE.md
git:20260819.a6c2643 · audit A · 3 stars
analytics-engineering SKILL.md skill
kina2711/data-department-agent-skills · skills/analytics-engineering/SKILL.md · Build governed staging, intermediate, mart, dimensional and semantic models with tests, documentation, lineage…
git:20260910.94a05b4 · audit A · 3 stars
book-to-knowledge-and-action SKILL.md skill
kina2711/data-department-agent-skills · skills/book-to-knowledge-and-action/SKILL.md · Turn books, PDFs, EPUBs, documents or source collections into reusable agent skills, Second Brain packs…
git:20260910.94a05b4 · audit A · 3 stars
business-intelligence SKILL.md skill
kina2711/data-department-agent-skills · skills/business-intelligence/SKILL.md · Design, build, test and govern BI semantic models, KPIs, dashboards, reports, interactions, row-level security…
git:20260910.94a05b4 · audit A · 3 stars
company-data-context SKILL.md skill
kina2711/data-department-agent-skills · skills/company-data-context/SKILL.md · Maintain and index company-specific data context including glossary terms, metrics, datasets, systems, owners, policies…
git:20260912.3a667f7 · audit A · 3 stars
data-academy-and-curriculum SKILL.md skill
kina2711/data-department-agent-skills · skills/data-academy-and-curriculum/SKILL.md · Design and deliver role-based Data Academy curricula with theory, labs, capstones, assessments, remediation…
git:20260910.ebfe9d1 · audit A · 3 stars
data-analysis SKILL.md skill
kina2711/data-department-agent-skills · skills/data-analysis/SKILL.md · Perform programmatic EDA, reproducible analysis, SQL-to-business explanation, methodology communication, peer review…
git:20260910.94a05b4 · audit A · 3 stars
data-architecture SKILL.md skill
kina2711/data-department-agent-skills · skills/data-architecture/SKILL.md · Design data target states, domains, models, integration patterns, contracts, technology decisions, migrations and…
git:20260910.94a05b4 · audit A · 3 stars
data-business-analysis SKILL.md skill
kina2711/data-department-agent-skills · skills/data-business-analysis/SKILL.md · Elicit and validate data requirements, business rules, processes, use cases, acceptance criteria and traceability. Use…
git:20260910.94a05b4 · audit A · 3 stars
data-career-and-interview-coach SKILL.md skill
kina2711/data-department-agent-skills · skills/data-career-and-interview-coach/SKILL.md · Build evidence-based Data career systems, persistent cross-skill learner memory, mastery/decay tracking, compact…
git:20260910.94a05b4 · audit A · 3 stars
data-department-orchestrator SKILL.md skill
kina2711/data-department-agent-skills · skills/data-department-orchestrator/SKILL.md · Route ambiguous, organizational or multi-role Data Department requests and compose governed workflows with owners…
git:20260910.94a05b4 · audit A · 3 stars
data-developer-experience SKILL.md skill
kina2711/data-department-agent-skills · skills/data-developer-experience/SKILL.md · Improve data developer setup, repositories, end-to-end data-path understanding, templates, local environments, CI…
git:20260910.94a05b4 · audit A · 3 stars
data-documentation-and-diagrams SKILL.md skill
kina2711/data-department-agent-skills · skills/data-documentation-and-diagrams/SKILL.md · Create validated data documentation, ADRs, runbooks, postmortems, ERDs, BPMN, sequence, state, lineage and architecture…
git:20260910.94a05b4 · audit A · 3 stars
data-enablement-and-knowledge SKILL.md skill
kina2711/data-department-agent-skills · skills/data-enablement-and-knowledge/SKILL.md · Enable data teams through technical onboarding, learning plans, explanations, walkthroughs, pairing, knowledge checks…
git:20260910.94a05b4 · audit A · 3 stars
data-engineering SKILL.md skill
kina2711/data-department-agent-skills · skills/data-engineering/SKILL.md · Design, build, test, diagnose execution plans and operate batch, API, file, CDC and streaming pipelines with…
git:20260910.94a05b4 · audit A · 3 stars
data-governance-and-stewardship SKILL.md skill
kina2711/data-department-agent-skills · skills/data-governance-and-stewardship/SKILL.md · Define and operate data ownership, policies, glossary, classification, access governance, retention, certification…
git:20260910.94a05b4 · audit A · 3 stars
data-onboarding-and-integration SKILL.md skill
kina2711/data-department-agent-skills · skills/data-onboarding-and-integration/SKILL.md · Plan and operate Data Department preboarding, access readiness, orientation, shadowing, first work, checkpoints…
git:20260910.94a05b4 · audit A · 3 stars
data-personal-project-engineering SKILL.md skill
kina2711/data-department-agent-skills · skills/data-personal-project-engineering/SKILL.md · Create differentiated personal Data projects for portfolios, learning or capstones from a problem, dataset, repository…
git:20260910.94a05b4 · audit A · 3 stars
data-platform-and-dataops SKILL.md skill
kina2711/data-department-agent-skills · skills/data-platform-and-dataops/SKILL.md · Design and operate data platforms, environments, orchestration, CI/CD, observability, capacity, reliability, cost and…
git:20260910.94a05b4 · audit A · 3 stars
data-quality-and-reliability SKILL.md skill
kina2711/data-department-agent-skills · skills/data-quality-and-reliability/SKILL.md · Define data quality rules and SLOs, implement observability, reconcile data, triage incidents, run game days and…
git:20260910.94a05b4 · audit A · 3 stars
data-science SKILL.md skill
kina2711/data-department-agent-skills · skills/data-science/SKILL.md · Frame and execute statistical, causal, forecasting, optimization and machine-learning studies with leakage controls…
git:20260910.94a05b4 · audit A · 3 stars
data-security-and-privacy SKILL.md skill
kina2711/data-department-agent-skills · skills/data-security-and-privacy/SKILL.md · Protect data through classification, threat modeling, least privilege, encryption, masking, audit, privacy workflows…
git:20260910.94a05b4 · audit A · 3 stars
data-talent-acquisition-and-interview SKILL.md skill
kina2711/data-department-agent-skills · skills/data-talent-acquisition-and-interview/SKILL.md · Design and run structured Data hiring with role profiles, scorecards, interview loops, work samples, rubrics…
git:20260910.94a05b4 · audit A · 3 stars
data-technical-content-and-social SKILL.md skill
kina2711/data-department-agent-skills · skills/data-technical-content-and-social/SKILL.md · Build evidence-backed technical series for Facebook in Vietnamese, LinkedIn and Substack in English, and GitHub from…
git:20260912.5fb9479 · audit A · 3 stars
generative-ai-engineering SKILL.md skill
kina2711/data-department-agent-skills · skills/generative-ai-engineering/SKILL.md · Build and evaluate governed RAG, retrieval, prompt, tool-using agent and GenAI systems with guardrails, injection…
git:20260910.94a05b4 · audit A · 3 stars
head-of-data-and-data-product SKILL.md skill
kina2711/data-department-agent-skills · skills/head-of-data-and-data-product/SKILL.md · Lead data strategy, operating model, portfolio, roadmap, service intake, prioritization, value, adoption and executive…
git:20260910.94a05b4 · audit A · 3 stars
llms.txt@skills llms.txt file
kina2711/data-department-agent-skills · skills/llms.txt
git:20260913.09cc38e · audit A · 3 stars
machine-learning-engineering SKILL.md skill
kina2711/data-department-agent-skills · skills/machine-learning-engineering/SKILL.md · Engineer training pipelines, features, model artifacts, batch or online serving, performance, testing, deployment…
git:20260910.94a05b4 · audit A · 3 stars
master-data-management SKILL.md skill
kina2711/data-department-agent-skills · skills/master-data-management/SKILL.md · Design and operate master entities, identity matching, survivorship, golden records, reference data, hierarchies…
git:20260910.94a05b4 · audit A · 3 stars
metadata-engineering-and-catalog SKILL.md skill
kina2711/data-department-agent-skills · skills/metadata-engineering-and-catalog/SKILL.md · Build and operate metadata ingestion, catalog, search, lineage, ownership, usage and metadata quality. Use for data…
git:20260910.94a05b4 · audit A · 3 stars
mlops SKILL.md skill
kina2711/data-department-agent-skills · skills/mlops/SKILL.md · Operate the ML lifecycle through experiment tracking, registry, CI/CD, deployment, monitoring, drift, retraining…
git:20260910.94a05b4 · audit A · 3 stars
personal-second-brain-and-knowledge-os SKILL.md skill
kina2711/data-department-agent-skills · skills/personal-second-brain-and-knowledge-os/SKILL.md · Build or operate a local-first AI Second Brain with 1_Nguon, 2_Wiki, 3_Toi and 4_Ket-Qua layers. Use for Obsidian or…
git:20260910.94a05b4 · audit A · 3 stars
product-analytics-and-experimentation SKILL.md skill
kina2711/data-department-agent-skills · skills/product-analytics-and-experimentation/SKILL.md · Define product events and metrics, analyze funnels, activation, retention and growth, and design or evaluate…
git:20260910.94a05b4 · audit A · 3 stars
shared-task-controls SKILL.md skill
kina2711/data-department-agent-skills · skills/shared-task-controls/SKILL.md · Apply shared data controls for bounded task-context packaging, discovery, schema inspection, profiling, validation…
git:20260913.09cc38e · audit A · 3 stars
technical-translation SKILL.md skill
kina2711/data-department-agent-skills · skills/technical-translation/SKILL.md · Translate foreign-language books, documentation, web content and technical material into Vietnamese that reads as a…
git:20260910.94a05b4 · audit A · 3 stars