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vaquarkhan

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• 119 skills
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• 8 hours ago last updated

1. ▌
   Apache Hudi Lakehouse · vaquarkhan

   Guides agents through Apache Hudi lakehouse design. Use when managing incremental upserts, record-level mutations, timeline behavior, compaction, and Hudi-based lakehouse tables.
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2. ▌
   Data Catalog And Discovery · vaquarkhan

   Guides agents through data catalog, discovery, and metadata quality workflows. Use when publishing datasets, improving discoverability, curating lineage metadata, or making data products easier for other teams to find and trust.
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3. ▌
   Dataplex And Bigquery Governance · vaquarkhan

   Guides agents through GCP-native data governance workflows with Dataplex and BigQuery. Use when designing lakes, zones, policy tags, metadata quality, lineage, discovery, and governed publishing across Cloud Storage, BigQuery, Dataflow, Dataproc, and Google Cloud analytics platforms.
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4. ▌
   Skill 10 Identity Did · vaquarkhan

   Manages decentralized identity including DIDs, verifiable credentials, ENS names, ZK-KYC, and on-chain attestations. Use for identity verification, name resolution, or credential workflows.
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   Skill 04 Nft Management · vaquarkhan

   Manages NFTs including minting, trading, ERC-721/1155 operations, marketplace integration, and token-bound accounts (ERC-6551). Use when working with NFT collections, metadata, or TBA wallets.
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   Skill 05 Dao Governance · vaquarkhan

   Manages DAO governance including proposals, voting, delegation, treasury management, and timelocks. Use when interacting with Governor contracts, Snapshot, or DAO treasuries.
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7. ▌
   Skill 08 Security Audit · vaquarkhan

   Performs Web3 security analysis including vulnerability detection, rug pull checks, and exploit monitoring. Use before interacting with unknown contracts or when auditing smart contract code.
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8. ▌
   Skill 09 Compliance Aml · vaquarkhan

   Handles crypto compliance including sanctions screening, Travel Rule, MiCA requirements, tax reporting, and SEC Howey test analysis. Use for regulated workflows, KYC/AML checks, or jurisdictional compliance questions.
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9. ▌
   Skill 15 Mev Protection · vaquarkhan

   Protects transactions from MEV via Flashbots, intent-based trading, sandwich attack mitigation, and TWAP orders. Use for high-value swaps, liquidations, or any MEV-exposed on-chain activity.
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10. ▌
    Skill 03 Defi Operations · vaquarkhan

    Executes DeFi operations including token swaps, lending/borrowing, staking, liquidity provision, flash loans, perpetuals, and vault strategies. Use when interacting with Uniswap, Aave, Compound, Lido, or other DeFi protocols.
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11. ▌
    Skill 07 Token Analytics · vaquarkhan

    Analyzes on-chain token data including whale tracking, DEX volume, wallet PnL, and token unlock schedules. Use when researching token metrics, portfolio performance, or market activity.
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12. ▌
    Skill 12 Gas Optimization · vaquarkhan

    Optimizes transaction gas via EIP-1559 fee prediction, nonce management, private transaction submission, and EIP-4844 blob fee handling. Use when estimating fees, fixing stuck transactions, or submitting MEV-sensitive txs.
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13. ▌
    Skill 13 Rwa Tokenization · vaquarkhan

    Handles real-world asset tokenization including treasuries, real estate, bonds on-chain, ERC-3643 compliance tokens, and yield distribution. Use for institutional RWA workflows.
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14. ▌
    Skill 01 Wallet Management · vaquarkhan bundle

    Manages Web3 wallets including HD derivation, ERC-4337 account abstraction, multi-sig (Safe), and social recovery. Use when creating wallets, signing transactions, managing keys, or configuring smart accounts.
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15. ▌
    Skill 11 Oracle Data Feeds · vaquarkhan

    Integrates oracle and data feed services including Chainlink and Pyth price feeds, VRF randomness, and Chainlink Automation keepers. Use when consuming on-chain price data, random numbers, or conditional automation.
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16. ▌
    Skill 14 Social Reputation · vaquarkhan

    Integrates Web3 social protocols including Lens, Farcaster, Frames, reputation scores, and prediction markets. Use for social graph queries, on-chain reputation, or social trading features.
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17. ▌
    Skill 06 Cross Chain Bridge · vaquarkhan

    Handles cross-chain operations including token bridging, cross-chain messaging, and intent-based routing. Use when moving assets or data between blockchains.
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18. ▌
    Skill 02 Smart Contract Interaction · vaquarkhan bundle

    Interacts with smart contracts via ABI encode/decode, read/write calls, deployment, proxy patterns, and multicall batching. Use when calling contract functions, deploying contracts, or working with upgradeable proxies.
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19. ▌
    Sox Itgc Audit · vaquarkhan

    Performs Sarbanes-Oxley Act (SOX) IT General Controls (ITGC) audits aligned to COSO Internal Control—Integrated Framework and PCAOB AS 2201—covering access to programs and data, program change management, program development, and computer operations relevant to financial reporting systems. Trigger when preparing SOX 404 management assessment, supporting external auditor ITGC reliance, testing change tickets for financially relevant applications, or auditing segregation of duties in ERP and cloud financial systems. Do not use for FedRAMP authorization packages (use fedramp-moderate-baseline), PCI cardholder environments (use pci-dss-network-segmentation), or HIPAA ePHI controls without financial reporting scope (use hipaa-technical-safeguards).
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20. ▌
    Cmmc Nist 800 171 · vaquarkhan

    Implements CMMC 2.0 Level 2 assessments aligned to NIST SP 800-171 Revision 2 (110 security requirements across 14 families) for Controlled Unclassified Information (CUI) protection in the Defense Industrial Base (DIB), including SPRS score self-assessment, POA&M management, and government contract flow-down obligations under DFARS 252.204-7012/7019/7020. Trigger when preparing for CMMC Level 2 certification, calculating SPRS scores, auditing CUI enclaves, or mapping 800-171 practices to cloud and on-prem implementations. Do not use for FedRAMP Moderate federal cloud authorization (use fedramp-moderate-baseline), SOX financial ITGCs (use sox-itgc-audit), or HIPAA PHI workflows (use hipaa-technical-safeguards).
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21. ▌
    Pci Dss Script Audit · vaquarkhan

    Automates PCI-DSS v4.0 Requirements 6.4.3 (payment-page script authorization, inventory, integrity hashes, and business justification) and 11.6.1 (weekly change/tamper detection for HTTP security headers and DOM scripts). Trigger when auditing ecommerce checkout or payment pages, validating third-party JavaScript governance, detecting unauthorized script or CSP changes, or producing PCI script inventory evidence. Do not use for backend server patching, network firewall rules, cardholder data storage encryption, or non-payment marketing pages.
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22. ▌
    Gdpr Us Multinational · vaquarkhan

    Implements GDPR compliance workflows for US-headquartered multinationals—EU/EEA/UK data subjects, Articles 5-7 lawful basis, Article 30 records of processing, Article 32 security, Articles 33-34 breach notification (72 hours), Article 35 DPIA, Standard Contractual Clauses, EU-US Data Privacy Framework adequacy, and DPA/subprocessor governance for agent/LLM cross-border transfers. Trigger when US companies process EU residents' data, deploying agents in EU regions, assessing LLM vendor international transfers, or preparing RoPA/DPIA for multinational privacy programs. Do not use for US state laws only (use us-state-privacy-laws or ccpa-cpra-privacy-rights), HIPAA PHI (use hipaa-technical-safeguards), or UK-only post-Brexit without EU scope (note UK GDPR parallels in references).
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23. ▌
    Nist Csf 2 Assessment · vaquarkhan

    Performs NIST Cybersecurity Framework 2.0 gap assessments across six Functions—Govern, Identify, Protect, Detect, Respond, Recover—using CSF 2.0 categories, subcategories, Implementation Tiers, and Organizational Profiles. Trigger when benchmarking security posture, preparing executive risk reporting, assessing AI/agent system controls against NIST CSF, or harmonizing CSF with ISO 27001 or SOC 2 programs. Do not use for ISO 27001 SoA certification work (use iso27001-annex-a-controls), PCI CDE scoping (use pci-dss-network-segmentation), or HIPAA Privacy Rule minimum necessary (use hipaa-privacy-minimum-necessary).
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24. ▌
    Us State Privacy Laws · vaquarkhan

    Implements comprehensive US state comprehensive privacy law assessments—Virginia VCDPA (Va. Code §59.1-575), Colorado CPA (C.R.S. §6-1-1301), Connecticut CTDPA, Utah UCPA, Texas TDPSA, Oregon OCPA, Montana MCDPA, Iowa ICDPA, Delaware DPDPA, New Jersey, and harmonized multi-state consumer rights programs—for agent/LLM data flows, opt-out, DSAR, and data protection assessments. Trigger when operating nationally beyond California CPRA, mapping state-by-state obligations, building unified US privacy programs, or auditing agent systems for VCDPA/CPA-style rights. Do not use for California-only CPRA (use ccpa-cpra-privacy-rights), HIPAA PHI (use hipaa-privacy-minimum-necessary), or EU GDPR (use gdpr-us-multinational).
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25. ▌
    Coppa Children Privacy · vaquarkhan

    Implements FTC COPPA (15 U.S.C. §6501–6506; 16 CFR Part 312) for operators of websites, apps, and AI agents directed to children under 13 or with actual knowledge of child users—verifiable parental consent, data minimization, retention, security, and third-party LLM/MCP subprocessors. Trigger when building consumer apps, chatbots, or agents used by children, auditing EdTech with under-13 users outside school official context, or reviewing parental consent flows and vendor DPAs. Do not use for FERPA school official deployments (use ferpa-education-records), HIPAA pediatric clinical data (use hipaa-technical-safeguards), or general teen users 13+ (use us-state-privacy-laws / ccpa-cpra-privacy-rights).
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26. ▌
    Nist AI Rmf Governance · vaquarkhan

    Implements NIST AI Risk Management Framework (AI RMF 1.0, NIST AI 100-1)—GOVERN, MAP, MEASURE, and MANAGE functions—for trustworthy AI systems including LLM agents, MCP toolchains, and automated compliance workflows. Trigger when assessing AI governance, model risk, agent trustworthiness, GenAI deployment controls, or harmonizing AI RMF with NIST CSF 2.0 and ISO 42001 concepts. Do not use for general cybersecurity without AI scope (use nist-csf-2-assessment), HIPAA PHI controls alone (use hipaa-technical-safeguards), or EU AI Act (out of scope—use gdpr-us-multinational for privacy overlap only).
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27. ▌
    Audit Logging Integrity · vaquarkhan

    Designs and validates tamper-evident audit logging, SIEM integration, and log retention for HIPAA §164.312(b) audit controls, SOC 2 CC7.2/CC7.3, and PCI Req 10. Trigger when assessing agent/MCP audit trails, log tampering risks, centralized logging, or forensic readiness. Do not use for IAM permission reviews (use access-control-identity-audit) or breach notification workflows (use breach-incident-response).
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28. ▌
    Ferpa Education Records · vaquarkhan

    Implements FERPA (20 U.S.C. §1232g; 34 CFR Part 99) protections for student education records in EdTech, LMS integrations, and AI tutoring agents—school official exceptions, legitimate educational interest, directory information, parent/eligible student rights, and vendor DPAs. Trigger when K-12 or higher-ed systems process student records, deploying AI agents in classrooms, auditing EdTech subprocessors, or assessing LLM use with FERPA-regulated data. Do not use for HIPAA PHI in clinical settings (use hipaa-technical-safeguards), COPPA under-13 consumer apps without school context (use coppa-children-privacy), or general PII without education record nexus (use us-state-privacy-laws).
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29. ▌
    Vendor Third Party Risk · vaquarkhan

    Performs third-party and vendor risk assessments for compliance programs—security questionnaires, SOC 2 report review, control inheritance, and ongoing monitoring—for LLM, cloud, MCP, and GRC tool vendors (Vanta/Drata alternative operational mindset). Trigger when onboarding vendors, annual vendor reviews, or assessing subprocessor risk for HIPAA, PCI, and SOC 2. Do not use for BAA clause legal analysis (use hipaa-baa-vendor-assessment) or MCP technical hardening (use mcp-compliance-integration).
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30. ▌
    Breach Incident Response · vaquarkhan

    Executes USA breach and security incident response—HIPAA Breach Notification Rule (45 CFR §164.400–414), HITECH 60-day notification, state breach laws, and SOC 2 CC7.4/CC7.5 incident management—for agent, MCP, and LLM-related events. Trigger when investigating suspected PHI/PII exposure, unauthorized MCP access, LLM data leakage, or preparing breach notifications. Do not use for preventive logging design (use audit-logging-integrity) or routine vulnerability scanning.
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31. ▌
    Ccpa Cpra Privacy Rights · vaquarkhan

    Implements California Consumer Privacy Act (CCPA) as amended by the California Privacy Rights Act (CPRA)—Cal. Civ. Code §1798.100 et seq.—covering consumer rights to know, delete, correct, opt-out of sale/share, and limit use of sensitive personal information, plus DSAR workflows, privacy notices, and service provider contracts for AI/agent data handling. Trigger when processing California residents' personal information, operating DSAR programs, reviewing agent/LLM data flows for CPRA compliance, or auditing privacy notices and vendor agreements. Do not use for HIPAA-covered PHI workflows (use hipaa-privacy-minimum-necessary), PCI cardholder encryption (use pci-dss-encryption-key-management), or general vendor SOC reports without CPRA scope (use vendor-third-party-risk).
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32. ▌
    Soc2 Evidence Collection · vaquarkhan

    Automates SOC 2 evidence gathering—screenshots, configuration exports, access reviews, log samples, and audit-trail packaging with integrity hashes—for AICPA TSC examinations. Trigger when preparing audit binders, populating Vanta/Drata-style evidence requests, or packaging agent/MCP compliance artifacts. Do not use for control mapping (use soc2-trust-services-criteria) or continuous drift monitoring (use soc2-ccm-continuous-monitoring).
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33. ▌
    Fedramp Moderate Baseline · vaquarkhan

    Implements FedRAMP Moderate baseline assessments using NIST SP 800-53 Revision 5 controls—authorization boundary definition, System Security Plan (SSP), Plan of Action and Milestones (POA&M), and continuous monitoring (ConMon)—with Cloud Service Provider (CSP) and agency customer responsibility matrices. Trigger when preparing FedRAMP authorization packages, assessing cloud offerings for federal customers, mapping 800-53 Rev 5 controls to CSF outcomes, or auditing ConMon deliverables (monthly POA&M, annual assessments). Do not use for CMMC/CUI defense contractor assessments (use cmmc-nist-800-171), SOX ITGC financial reporting controls (use sox-itgc-audit), or generic CSF gap analysis without FedRAMP artifacts (use nist-csf-2-assessment).
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34. ▌
    Iso27001 Annex A Controls · vaquarkhan

    Implements ISO/IEC 27001:2022 Annex A control assessment—93 controls across Organizational, People, Physical, and Technological themes—covering Statement of Applicability (SoA), risk treatment, and implementation evidence. Trigger when building or auditing an ISMS, mapping Annex A to existing controls, preparing ISO 27001 certification, or assessing agent/MCP systems against ISO 27002:2022 guidance. Do not use for SOC 2 TSC mapping alone (use soc2-trust-services-criteria), IAM-only reviews (use access-control-identity-audit), or vendor SOC report review without ISO scope (use vendor-third-party-risk).
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35. ▌
    Hipaa Technical Safeguards · vaquarkhan

    Implements HIPAA Security Rule technical safeguards (45 CFR §164.312)—access control, audit controls, integrity, person/entity authentication, and transmission security—for AI agents, MCP servers, and LLM pipelines. Trigger when assessing ePHI handling in agent architectures, MCP tool authorization, encryption in transit/at rest, or mapping HIPAA controls to technical implementations. Do not use for BAA legal review (use hipaa-baa-vendor-assessment) or Presidio tokenization setup (use hipaa-phi-redaction-pipeline).
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36. ▌
    Hitech Breach Notification · vaquarkhan

    Implements HITECH Act breach notification depth beyond baseline HIPAA—42 U.S.C. §17921–17923, ARRA Title XIII Subtitle D, OCR breach reporting portal workflows, 500+ individual media/HHS rules, business associate direct liability, encryption/unsecured PHI safe harbor analysis, and accounting of disclosures for breaches involving agent/LLM/MCP systems. Trigger when conducting HITECH-specific breach determinations, preparing OCR portal submissions, analyzing BA liability for LLM vendors, or auditing breach accounting and penalty exposure. Do not use for general incident containment (use breach-incident-response first), routine HIPAA Security Rule controls (use hipaa-technical-safeguards), or California CPRA consumer rights (use ccpa-cpra-privacy-rights).
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37. ▌
    MCP Compliance Integration · vaquarkhan

    Hardens Model Context Protocol (MCP) server integrations for compliance—OAuth 2.1, PKCE, scoped tool sets, transport security, and patterns for Playwright, Postgres, Slack, and Presidio MCP servers in audit workflows. Trigger when deploying, configuring, or auditing MCP servers for HIPAA, PCI, or SOC 2 agent architectures. Do not use for general IAM reviews without MCP focus (use access-control-identity-audit) or PCI script DOM audits (use pci-dss-script-audit).
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38. ▌
    Hipaa Baa Vendor Assessment · vaquarkhan

    Reviews Business Associate Agreements and subprocessors for LLM vendors, cloud providers, and MCP server operators under HIPAA (45 CFR §164.502(e), §164.504(e)). Trigger when onboarding OpenAI/Anthropic/Azure OpenAI, cloud hosts, observability tools, or MCP integrations that may access ePHI. Do not use for technical encryption testing (use hipaa-technical-safeguards) or general vendor SOC reports without BAA focus (use vendor-third-party-risk).
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39. ▌
    Glba Ffiec Financial Privacy · vaquarkhan

    Implements Gramm-Leach-Bliley Act (GLBA) Safeguards Rule (16 CFR Part 314) and Privacy Rule (16 CFR Part 313) compliance aligned to FFIEC IT Examination Handbook modules for financial institutions—customer information protection, risk assessments, access controls, vendor oversight, and GLBA privacy notices (initial, annual, opt-out). Trigger when auditing banks, credit unions, fintech lenders, or insurance entities for GLBA Safeguards, preparing FFIEC cybersecurity examinations, reviewing customer information security programs, or harmonizing GLBA with state privacy laws. Do not use for California CPRA consumer rights alone (use ccpa-cpra-privacy-rights), PCI cardholder data controls (use pci-dss-encryption-key-management), or SOX 404 ITGC without GLBA customer information scope (use sox-itgc-audit).
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40. ▌
    Hipaa Phi Redaction Pipeline · vaquarkhan

    Configures and validates the Presidio-based PHI redaction pipeline—DLP entity detection, reversible tokenization before LLM ingestion, and authorized deanonymization—integrated with redaction.py and the compliance agent. Trigger when ePHI may appear in prompts, implementing minimum-necessary LLM access, tuning entity types, or auditing redaction effectiveness. Do not use for HIPAA access control design (use hipaa-technical-safeguards) or legal BAA review (use hipaa-baa-vendor-assessment).
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41. ▌
    Pci Dss Network Segmentation · vaquarkhan

    Validates PCI-DSS v4.0 network segmentation and scope reduction—Requirement 1.x (firewalls, network security controls) and 2.x (secure configurations)—for Cardholder Data Environment (CDE) isolation. Trigger when scoping PCI environments, reviewing firewall rules, VLAN segmentation, agent/MCP access to CDE, or reducing assessment scope. Do not use for payment-page script audits (use pci-dss-script-audit) or general IAM reviews without CDE focus (use access-control-identity-audit).
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42. ▌
    Soc2 Trust Services Criteria · vaquarkhan

    Maps organizational controls and evidence to AICPA SOC 2 Trust Services Criteria (2017 TSC with 2022 revisions)—Security (CC), Availability (A), Confidentiality (C), Processing Integrity (PI), and Privacy (P). Trigger when scoping SOC 2 audits, gap assessments, control design reviews, or mapping agent/MCP architecture to TSC. Do not use for evidence collection mechanics (use soc2-evidence-collection) or continuous monitoring dashboards (use soc2-ccm-continuous-monitoring).
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43. ▌
    Access Control Identity Audit · vaquarkhan

    Audits identity and access management—least privilege, RBAC, MFA, privileged access, joiner-mover-leaver—for SOC 2 CC6.1–CC6.8, HIPAA §164.312(a), and PCI Req 7/8. Trigger when reviewing IAM policies, agent/MCP service accounts, access certifications, or admin console permissions. Do not use for network firewall segmentation (use pci-dss-network-segmentation) or tamper-evident logging design (use audit-logging-integrity).
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44. ▌
    Compliance As Code Governance · vaquarkhan

    Implements policy-as-code and infrastructure compliance scanning—OPA/Rego policies, Terraform static analysis, CI gates, and drift remediation—for SOC 2, HIPAA, and PCI control enforcement. Trigger when codifying security policies, integrating Checkov/tfsec/Sentinel, or automating guardrails for agent/MCP deployments. Do not use for one-time manual audits (use framework-specific skills) or vendor BAA review (use hipaa-baa-vendor-assessment).
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45. ▌
    Using Compliance Agent Skills · vaquarkhan

    Meta entry skill for the USA compliance agent repository. Routes tasks to HIPAA, HITECH, PCI-DSS, SOC 2, ISO 27001, NIST CSF 2.0, CCPA/CPRA, US state privacy, GDPR, FedRAMP, SOX, CMMC, and GLBA skills; configures presets, MCP servers, and the audit lifecycle (/scope, /audit, /evidence, /remediate, /report). Trigger when starting any compliance engagement, choosing which skill to load, onboarding a new auditor, or orchestrating multi-framework workflows. Do not use when a specific framework skill already matches the task (load that skill directly instead).
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46. ▌
    Soc2 Ccm Continuous Monitoring · vaquarkhan

    Implements Continuous Control Monitoring (CCM) for SOC 2—automated control testing, configuration drift detection, predictive risk scoring, and alerting—for agent platforms, MCP servers, and cloud infrastructure. Trigger when building always-on compliance dashboards, detecting TSC control drift between audits, or operationalizing CC4/CC7 monitoring. Do not use for one-time evidence binders (use soc2-evidence-collection) or initial TSC mapping (use soc2-trust-services-criteria).
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47. ▌
    Hipaa Privacy Minimum Necessary · vaquarkhan

    Implements HIPAA Privacy Rule minimum necessary standard—45 CFR §164.502(b)—plus §164.514 de-identification, Limited Data Sets, and patient rights to access and amend records, with agent prompt minimization, role-based PHI exposure, and integration with the Presidio redaction pipeline. Trigger when designing LLM/agent PHI access policies, auditing disclosure practices, implementing patient rights workflows, or validating that agent prompts contain only minimum necessary ePHI. Do not use for Presidio entity tuning alone (use hipaa-phi-redaction-pipeline), Security Rule technical controls (use hipaa-technical-safeguards), or BAA legal review (use hipaa-baa-vendor-assessment).
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48. ▌
    Pci Dss Encryption Key Management · vaquarkhan

    Audits PCI-DSS v4.0 Requirement 3 (protect stored account data) and Requirement 4 (protect cardholder data with strong cryptography during transmission)—covering key management lifecycle, HSM usage, PAN masking, tokenization, and TLS 1.2+ enforcement with Terraform/Vault MCP patterns for evidence collection. Trigger when assessing encryption of CHD/SAD at rest or in transit, reviewing key rotation and split knowledge, validating tokenization scope reduction, or scanning IaC for crypto misconfigurations. Do not use for network segmentation (use pci-dss-network-segmentation), payment-page script inventory (use pci-dss-script-audit), or general IAM without crypto focus (use access-control-identity-audit).
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49. ▌
    Data Platform Operating Model And Service Ownership · vaquarkhan

    Guides agents through data platform operating model and ownership design. Use when defining platform team responsibilities, service tiers, golden paths, escalation boundaries, onboarding flows, or handoffs between central platform teams and domain or product teams.
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50. ▌
    Operational Datastore Selection Relational And Nosql · vaquarkhan

    Guides agents through choosing relational operational stores such as MySQL versus NoSQL options such as document, key-value, wide-column, or cache-backed systems. Use when deciding where application-adjacent or pipeline-adjacent operational data should live.
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51. ▌
    Data Platform Disaster Recovery And Business Continuity · vaquarkhan

    Guides agents through disaster recovery and business continuity planning for data platforms. Use when defining region or account failover, backup and restore, RTO or RPO targets, control-plane recovery, or restore drills for pipelines, warehouses, lakehouses, and publish surfaces.
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52. ▌
    Data Specification · vaquarkhan

    Creates structured specifications for data products and pipeline changes. Use when starting a new pipeline, model, ingestion flow, or any significant change with unclear requirements.
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53. ▌
    Using Data Agent Skills · vaquarkhan

    Provides a compatibility alias for the main data engineering entry skill. Use when an existing setup still points at the legacy start-here file.
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54. ▌
    Lakefs And Data Versioning · vaquarkhan

    Guides agents through data versioning workflows using lakeFS or similar systems. Use when branching data, validating changes before publish, or controlling risky lakehouse operations with versioned data states.
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55. ▌
    Lineage Pii And Governance · vaquarkhan bundle

    Applies governance, lineage, ownership, and sensitive-data controls to data changes. Use when a pipeline touches published datasets, regulated information, or shared business metrics.
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56. ▌
    Cdc And Incremental Loading · vaquarkhan

    Guides agents through change data capture and incremental load design. Use when building or modifying watermark-based loads, upserts, deduplication, merge logic, late data handling, or replayable incremental pipelines.
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57. ▌
    Orchestration And Backfills · vaquarkhan bundle

    Designs scheduling, reruns, and backfills safely for data systems. Use when changing orchestration, retries, dependency timing, historical reprocessing, or publish sequencing.
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58. ▌
    Warehouse And Schema Design · vaquarkhan

    Guides agents through data warehouse and schema design. Use when defining fact and dimension models, keys, grain, normalization versus denormalization, serving-layer schema boundaries, and downstream-friendly table design.
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59. ▌
    Superset And Metrics Serving · vaquarkhan

    Guides agents through Superset and metrics-serving workflows. Use when publishing governed metrics to Superset, defining semantic consistency for dashboards, or managing chart-ready analytical datasets.
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60. ▌
    Trino Presto Federated Query · vaquarkhan

    Guides agents through Trino and Presto federated query design. Use when querying across heterogeneous systems, planning semantic consistency, or managing performance and governance in federated analytics.
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61. ▌
    Dbt And Analytics Engineering · vaquarkhan

    Guides agents through analytics engineering workflows with dbt. Use when building or modifying staging models, marts, tests, snapshots, documentation, exposures, or semantic-layer-facing models.
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62. ▌
    Clickhouse Real Time Analytics · vaquarkhan

    Guides agents through ClickHouse-based real-time analytics design. Use when building fast analytical serving layers, event aggregations, materialized views, or low-latency metric access patterns.
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63. ▌
    Debezium And Kafka Connect Cdc · vaquarkhan bundle

    Guides agents through Debezium and Kafka Connect CDC workflows. Use when streaming database changes into Kafka topics, managing connectors, snapshots, schema evolution, or downstream CDC consumers.
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64. ▌
    Duckdb Local Analytics And Dev · vaquarkhan

    Guides agents through DuckDB-based local analytics and development workflows. Use when prototyping models locally, validating transformations, reproducing data issues quickly, or building lightweight analytical tooling without a full warehouse.
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65. ▌
    API And Saas Ingestion Patterns · vaquarkhan

    Guides agents through API and SaaS ingestion workflows. Use when extracting data from REST, GraphQL, or SaaS platforms with pagination, rate limits, auth rotation, backfills, or unstable source contracts.
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66. ▌
    Data Lake And Zone Architecture · vaquarkhan

    Guides agents through data lake and zone architecture design. Use when defining raw, refined, curated, or publish layers; storage organization; retention; and operational boundaries for a data lake.
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67. ▌
    File And Partner Feed Ingestion · vaquarkhan

    Guides agents through file-based and partner-feed ingestion workflows. Use when landing data from SFTP, managed file transfer, shared buckets, recurring flat files, manifests, or externally supplied feeds that need validation, replay safety, and publish discipline.
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68. ▌
    Streaming And Messaging Systems · vaquarkhan bundle

    Guides agents through event streaming and real-time data pipeline design. Use when working with Kafka, Kinesis, Flink, stream processing, windowing, stateful consumers, or near-real-time publish flows.
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69. ▌
    Notebook To Production Hardening · vaquarkhan

    Guides agents through converting exploratory notebooks into production-ready data jobs. Use when operationalizing notebooks from Databricks, Jupyter, or similar environments into tested, packaged, repeatable workflows.
    0
    installs
70. ▌
    Spark And Distributed Processing · vaquarkhan bundle

    Guides agents through batch and distributed data processing design. Use when implementing or reviewing Spark-based pipelines, or managed distributed runtimes such as Glue and EMR.
    0
    installs
71. ▌
    Data Quality And Contract Testing · vaquarkhan bundle

    Drives data implementation with contracts, assertions, and validation evidence. Use when adding or changing ingestion logic, transformations, schemas, or published data products.
    0
    installs
72. ▌
    Master Data And Entity Resolution · vaquarkhan

    Guides agents through master data and entity resolution workflows. Use when matching identities across systems, defining canonical entities, resolving duplicates, or building golden records for shared downstream use.
    0
    installs
73. ▌
    Airflow And Workflow Orchestration · vaquarkhan

    Guides agents through workflow orchestration design and operation across Airflow-style DAGs, cloud-native schedulers, and event-driven pipeline control planes. Use when building or modifying workflow dependencies, retries, triggers, sensors, SLAs, or cross-system pipeline coordination.
    0
    installs
74. ▌
    Avro Protobuf JSON Schema Registry · vaquarkhan

    Guides agents through schema-registry-backed event contracts. Use when managing Avro, Protobuf, or JSON Schema for event streams, compatibility policies, producer and consumer evolution, or contract enforcement in messaging systems.
    0
    installs
75. ▌
    Etl Elt And Modernization Strategy · vaquarkhan

    Guides agents through ETL, ELT, and transformation-modernization decisions. Use when choosing execution boundaries, redesigning transformation layers, or moving from legacy ETL estates to warehouse- or lakehouse-centered ELT patterns.
    0
    installs
76. ▌
    Lakehouse Table Format Engineering · vaquarkhan

    Guides agents through lakehouse table design and open table format decisions. Use when designing or changing Iceberg, Delta, Hudi, partitioning, schema evolution, compaction, or batch and streaming interoperability.
    0
    installs
77. ▌
    MCP Data Observability Integration · vaquarkhan

    Guides agents to wire Model Context Protocol servers for live data platform observability including Spark execution plans, OOM diagnosis, Kafka consumer lag, and orchestration run state. Use when agents need cluster metrics, streaming lag, or job diagnostics instead of blind code changes.
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    installs
78. ▌
    Data Migration And Platform Cutover · vaquarkhan

    Guides agents through data migration and platform cutover workflows. Use when moving pipelines, tables, contracts, orchestration, or workloads between systems, clouds, warehouses, lakehouses, or serving layers.
    0
    installs
79. ▌
    Feature Store And Ml Data Pipelines · vaquarkhan

    Guides agents through machine-learning data pipelines and feature serving workflows. Use when designing feature generation, offline and online consistency, training-serving parity, point-in-time correctness, or ML-oriented data product contracts.
    0
    installs
80. ▌
    Using Data Engineering Agent Skills · vaquarkhan

    Helps agents classify data engineering work, choose the right preset and skill bundle, and pick the safest next command. Use when starting a session, triaging an ambiguous request, or deciding how to proceed.
    0
    installs
81. ▌
    Apache Beam Unified Batch And Stream · vaquarkhan

    Guides agents through Apache Beam pipelines that unify batch and streaming logic. Use when designing Beam transforms, windowing, runners, replay behavior, or portability across execution backends.
    0
    installs
82. ▌
    Data Mesh And Domain Oriented Design · vaquarkhan

    Guides agents through domain-oriented data product and data mesh design. Use when organizing ownership, domain boundaries, federated governance, and shared platform responsibilities across multiple teams.
    0
    installs
83. ▌
    Great Expectations Deequ And Cuallee · vaquarkhan

    Guides agents through data-quality frameworks such as Great Expectations, Deequ, and Cuallee. Use when implementing framework-based validation suites, reusable checks, or evidence-driven data-quality enforcement.
    0
    installs
84. ▌
    Openmetadata Datahub And Openlineage · vaquarkhan

    Guides agents through metadata platform and lineage workflows using OpenMetadata, DataHub, or OpenLineage-compatible systems. Use when improving discovery, lineage quality, metadata governance, or producer-to-catalog integration.
    0
    installs
85. ▌
    Pipeline Planning And Task Breakdown · vaquarkhan

    Breaks approved data specifications into safe, verifiable implementation tasks. Use when a data project spans multiple steps, systems, or files and needs dependency-aware sequencing.
    0
    installs
86. ▌
    Semantic Layer And Metric Governance · vaquarkhan

    Guides agents through semantic layer and shared metric design. Use when defining business metrics, reusable dimensions, governed metric contracts, or shared semantic models consumed by dashboards, analytics tools, or other teams.
    0
    installs
87. ▌
    Data Observability And Sla Management · vaquarkhan

    Guides agents through data observability and service-level management. Use when defining or improving freshness, completeness, anomaly detection, alerting, lag tracking, run metadata, and ownership for production data products.
    0
    installs
88. ▌
    Data Sharing And Publishing Contracts · vaquarkhan

    Guides agents through publishing data products for internal or external consumers. Use when sharing tables, files, extracts, APIs, or reverse-ETL-ready outputs that require stable contracts, ownership, and communication.
    0
    installs
89. ▌
    Delta Lake And Medallion Architecture · vaquarkhan

    Guides agents through Delta Lake and medallion-style lakehouse design. Use when building or modifying bronze, silver, and gold layers, Delta Lake mutation patterns, streaming-to-batch lakehouse flows, or Databricks-centered serving architectures.
    0
    installs
90. ▌
    Incident Triage And Pipeline Recovery · vaquarkhan

    Guides agents through production data incidents. Use when a pipeline fails, publishes bad data, misses an SLA, partially loads, corrupts state, or requires rollback, replay, or stakeholder communication.
    0
    installs
91. ▌
    Kafka Resilience And Schema Evolution · vaquarkhan

    Enforces production Kafka guardrails including non-breaking schema evolution, dead-letter queues for poison messages, and acks=all producer durability. Use when designing or changing Kafka topics, producers, consumers, schema registry policies, or streaming recovery paths.
    0
    installs
92. ▌
    Privacy Retention And Right To Delete · vaquarkhan

    Guides agents through privacy, retention, and deletion workflows in data systems. Use when handling personal data, retention limits, deletion requests, legal holds, or data minimization requirements across pipelines and published datasets.
    0
    installs
93. ▌
    Safe Backfill And Replay Orchestration · vaquarkhan

    Forces replay-safe rollout plans, reconciliation gates, and rollback paths before executing any data backfill or historical reprocessing. Use when running /backfill, rerunning pipelines, repairing publish windows, or any work that risks double-counting or downstream corruption.
    0
    installs
94. ▌
    Scala Data Engineering On Jvm Runtimes · vaquarkhan

    Guides agents through Scala-based data engineering on JVM runtimes. Use when building Spark, Flink, Kafka Streams, or other Scala data jobs that require explicit build, packaging, type, and runtime discipline.
    0
    installs
95. ▌
    Unity Catalog And Lakehouse Governance · vaquarkhan

    Guides agents through Unity Catalog governance workflows for Databricks lakehouses. Use when defining catalogs, schemas, external locations, access boundaries, shares, lineage, and cross-workspace governance for governed Delta Lake, ML, analytics, and serving assets.
    0
    installs
96. ▌
    Mainframe Modernization And Data Offload · vaquarkhan

    Guides agents through mainframe data modernization and offload workflows. Use when migrating or exposing data from COBOL, JCL, VSAM, IMS, DB2 for z/OS, or batch-oriented mainframe estates into modern lakes, warehouses, streaming systems, and governed data products.
    0
    installs
97. ▌
    Regional Data Compliance And Sovereignty · vaquarkhan

    Guides agents through region-specific data compliance, residency, sovereignty, and transfer design. Use when data products must operate across jurisdictions such as Europe, the USA, India, Saudi Arabia, or regulated sectors with local supervisory overlays like SAMA.
    0
    installs
98. ▌
    Reverse Etl And Operational Data Serving · vaquarkhan

    Guides agents through reverse ETL and operational data serving workflows. Use when sending curated warehouse data to business systems, SaaS tools, APIs, activation layers, or operational applications that rely on stable downstream contracts.
    0
    installs
99. ▌
    Schema Evolution And Contract Migrations · vaquarkhan

    Guides agents through schema changes and contract migrations. Use when adding, renaming, removing, or changing columns, data types, nullability, keys, or downstream-facing data contracts.
    0
    installs
100. ▌
     Test Data Preparation And Synthetic Data · vaquarkhan

     Guides agents through preparing test data, masked fixtures, and synthetic datasets for development, QA, and lower environments. Use when teams need representative but safe data for validation, demos, training, or release testing.
     0
     installs