{
  "id": "axiomao:professional-profiles",
  "edition": "0.1",
  "language": "en",
  "status": "reference",
  "title": "Professional profile catalog",
  "description": "Explore descriptive source materials by work, category and family; adaptation status is explicit.",
  "canonical": "https://axiomao.org/en/professional-profiles/",
  "published": "2026-10-15",
  "modified": "2026-10-15",
  "sections": [
    {
      "id": "status",
      "heading": "Descriptions, not ready organizations",
      "paragraphs": [
        "The catalog imports source descriptions, role files and readiness definitions from UNIVERSAL. Every imported entry starts as Described: no Axiom AO adaptation, completed professional scenario or available launch package is claimed. Source publication status is not readiness evidence.",
        "Named skills and platform dependencies require separate adaptation. The archive does not include the referenced SKILL.md files, so this catalog does not offer full professional packages. Professional titles do not establish licenses, legal authority or the qualifications required for regulated work."
      ]
    },
    {
      "id": "catalog",
      "heading": "Find relevant expertise",
      "paragraphs": [
        "157 source descriptions, 28 categories, 12 families. Referenced required skills: 82; their SKILL.md files are not included."
      ],
      "table": {
        "headers": [
          "ID",
          "Profile",
          "Category",
          "Family",
          "Work",
          "Methods",
          "Expected result",
          "Tools and skill IDs",
          "State"
        ],
        "rows": [
          [
            "prof-account-executive",
            "Account Executive (B2B sales, deals, pipeline)",
            "Sales",
            "Commercial work",
            "Owns revenue from qualified leads to signed deals: discovery, solution fit, proposals and pricing within policy, negotiation, closing and handover to delivery; keeps an honest pipeline and forecasts from evidence",
            "Needs discovery and evidence-based pipeline review",
            "Proposal and documented handover",
            "openpyxl, pandas, python-docx, skill-business-writing, skill-business-analysis, skill-email-triage, skill-contract-review",
            "Described"
          ],
          [
            "prof-accountant",
            "Accountant / Bookkeeper",
            "Finance",
            "Finance and law",
            "Day-to-day ledger, period close, financial statements per local GAAP/IFRS",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "matplotlib, numpy, openpyxl, pandas, python-dateutil, scipy, sqlalchemy, skill-bookkeeping, skill-tax-computation, skill-data-analysis",
            "Described"
          ],
          [
            "prof-ai-safety-engineer",
            "AI Safety / Alignment Engineer",
            "Data",
            "Data and AI",
            "Eval harnesses, red-teaming LLMs, safety guardrails, bias measurement",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "anthropic, chromadb, instructor, langchain, openai, ragas, sentence-transformers, tiktoken, skill-llm-engineering",
            "Described"
          ],
          [
            "prof-android-engineer",
            "Android Engineer",
            "Software engineering",
            "Technology",
            "Kotlin / Jetpack Compose, Play Store, Material 3, Google Play Billing",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@expo/cli, android-tools-adb, eas-cli, openjdk-17-jdk, react-native-cli, skill-mobile-android",
            "Described"
          ],
          [
            "prof-backend-engineer",
            "Backend Engineer",
            "Software engineering",
            "Technology",
            "API services, DB schema, queue / cache / observability",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@playwright/test, alembic, asyncpg, celery, cypress, faker, fastapi, httpx, hypothesis, postgresql-client, pydantic, pytest, pytest-asyncio, pytest-xdist, redis, redis-tools, sqlalchemy, typescript, uvicorn, vitest, skill-backend-services, skill-test-automation",
            "Described"
          ],
          [
            "prof-banking-specialist",
            "Banking Systems Specialist",
            "Finance",
            "Finance and law",
            "Retail/commercial banking ops + financial messaging (XBRL, SEPA, ISO 20022, SWIFT MT, FIX)",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, duckdb, fixparser, fuzzywuzzy, numpy, openpyxl, pandas, pycountry, python-Levenshtein, python-dateutil, python-iso20022, requests, schwifty, scikit-learn, sepaxml, unidecode, skill-financial-systems, skill-kyc-cdd, skill-transaction-monitoring, skill-sanctions-screening, skill-tax-computation",
            "Described"
          ],
          [
            "prof-bim-coordinator",
            "BIM Coordinator",
            "Architecture",
            "Built environment",
            "Coordinates model information, disciplines, clashes, issues and delivery requirements",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "ifcopenshell, matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-bim-coordination, skill-project-controls, skill-data-analysis",
            "Described"
          ],
          [
            "prof-brand-strategist",
            "Brand / Content Strategist",
            "Marketing",
            "Commercial work",
            "Positioning, narrative, content pillars, editorial calendar",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "skill-content-writing",
            "Described"
          ],
          [
            "prof-bug-bounty-hunter",
            "Vulnerability Researcher",
            "Defensive security",
            "Cyber risk",
            "Assesses security within an authorized program scope and prepares findings for remediation.",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "git, semgrep, skill-security-audit, skill-code-review",
            "Described"
          ],
          [
            "prof-building-architect",
            "Building Architect",
            "Architecture",
            "Built environment",
            "Develops spatial, functional, regulatory and coordinated building design requirements",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "ifcopenshell, openpyxl, pandas, pandoc, python-docx, skill-bim-coordination, skill-project-controls, skill-business-writing",
            "Described"
          ],
          [
            "prof-business-analyst",
            "Business Analyst",
            "Product",
            "Business operations",
            "Requirements elicitation, process modeling (BPMN), gap analysis",
            "User research, prioritization and prototyping",
            "Requirements, prototype or research findings",
            "matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-business-analysis, skill-data-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-cargo-agent",
            "Cargo / Freight Agent",
            "Logistics",
            "Supply chains",
            "Handles freight requests, carrier communication and quotations.",
            "Constraint-based planning and delivery tracking",
            "Transport or warehouse plan",
            "@google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, pandoc, poppler-utils, tesseract-ocr, skill-rfq-extraction, skill-email-triage, skill-pdf-extraction",
            "Described"
          ],
          [
            "prof-category-manager",
            "Procurement Category Manager",
            "Procurement",
            "Supply chains",
            "Owns category demand, supplier market, sourcing pipeline, contracts and value delivery",
            "Supplier comparison and obligation review",
            "Sourcing recommendation with evidence",
            "beautifulsoup4, openpyxl, pandas, pandoc, pdfplumber, python-docx, requests, skill-strategic-sourcing, skill-supplier-management, skill-vendor-due-diligence, skill-contract-review",
            "Described"
          ],
          [
            "prof-cfo",
            "CFO / Finance Director",
            "Finance",
            "Finance and law",
            "Financial strategy, controllership, FP&A oversight, capital allocation",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, fixparser, openpyxl, pandas, pycountry, python-iso20022, schwifty, sepaxml, sqlalchemy, skill-financial-systems, skill-bookkeeping",
            "Described"
          ],
          [
            "prof-chief-of-staff",
            "Chief of Staff (decision flow, priorities, follow-through for the director)",
            "Operations",
            "Business operations",
            "Force multiplier for the director: turns intent into a prioritised agenda, tracks decisions and commitments to closure, prepares briefs and options, runs the cadence of reviews and keeps the organisation's attention on what matters",
            "Process mapping and exception review",
            "Operating plan and obligation register",
            "openpyxl, pandas, python-docx, skill-business-writing, skill-project-controls, skill-email-triage, skill-business-analysis",
            "Described"
          ],
          [
            "prof-civil-engineer",
            "Civil Engineer",
            "Architecture",
            "Built environment",
            "Develops and reviews civil infrastructure requirements, calculations and constructability",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-project-controls, skill-data-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-clinical-research-coordinator",
            "Clinical Research Coordinator",
            "Compliance",
            "Cyber risk",
            "GCP, protocol mgmt, IRB submissions, AE/SAE, source documentation",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "matplotlib, numpy, openpyxl, pandas, pandoc, poppler-utils, python-docx, scipy, tesseract-ocr, skill-clinical-evidence-operations, skill-pdf-extraction, skill-data-analysis",
            "Described"
          ],
          [
            "prof-cloud-architect",
            "Cloud / Solutions Architect",
            "Software engineering",
            "Technology",
            "Multi-region AWS / GCP / Azure, Well-Architected, cost optimization",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "aws-cdk, cdktf, jq, kubernetes, pulumi, python-terraform, pyyaml, unzip, skill-iac, skill-k8s",
            "Described"
          ],
          [
            "prof-cmo",
            "CMO / Chief Marketing Officer",
            "Marketing",
            "Commercial work",
            "Brand, demand gen, GTM, positioning, marketing-mix, customer insights",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "matplotlib, numpy, openpyxl, pandas, scipy, skill-marketing-strategy, skill-data-analysis, skill-content-writing",
            "Described"
          ],
          [
            "prof-community-manager",
            "Community Manager (members, moderation, programs, feedback loop)",
            "Marketing",
            "Commercial work",
            "Builds and runs the organisation's community: onboarding, moderation and rules, programs and events, ambassador and contributor paths, and the feedback loop from members to product and leadership",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "matplotlib, pandas, skill-business-writing, skill-content-writing, skill-email-triage",
            "Described"
          ],
          [
            "prof-compliance-officer",
            "Compliance Officer (general)",
            "Compliance",
            "Cyber risk",
            "Policy framework, control self-assessment, regulatory horizon scanning, training",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "beautifulsoup4, duckdb, fuzzywuzzy, openpyxl, pandas, pandoc, pdfplumber, python-Levenshtein, python-docx, requests, unidecode, skill-internal-controls, skill-vendor-due-diligence, skill-sanctions-screening, skill-contract-review",
            "Described"
          ],
          [
            "prof-construction-attorney",
            "Construction Law Attorney",
            "Legal materials",
            "Finance and law",
            "Contracts (AIA / FIDIC), liens, claims, delay, surety, OSHA",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, lxml, pandoc, pdfplumber, python-docx, requests, skill-legal-research, skill-contract-review",
            "Described"
          ],
          [
            "prof-construction-estimator",
            "Construction Estimator",
            "Construction",
            "Built environment",
            "Builds auditable estimates from quantities, production assumptions and market evidence",
            "Planning, coordination and evidence review",
            "Plans, estimates and completion records",
            "matplotlib, numpy, openpyxl, pandas, pandoc, pdfplumber, poppler-utils, python-docx, scipy, tesseract-ocr, skill-construction-estimating, skill-pdf-extraction, skill-data-analysis",
            "Described"
          ],
          [
            "prof-construction-project-manager",
            "Construction Project Manager",
            "Construction",
            "Built environment",
            "Controls scope, programme, cost, contracts, risk and delivery across a construction project",
            "Planning, coordination and evidence review",
            "Plans, estimates and completion records",
            "matplotlib, numpy, openpyxl, pandas, pandoc, pdfplumber, python-docx, scipy, skill-project-controls, skill-contract-administration, skill-data-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-construction-safety-manager",
            "Construction Safety Manager",
            "Health, safety and environment",
            "Manufacturing",
            "Manages construction hazards, controls, permits, inspections and incident learning",
            "Hazard assessment and control review",
            "Risk register and control plan",
            "openpyxl, pandas, pandoc, python-docx, skill-ehs-management, skill-project-controls, skill-business-writing",
            "Described"
          ],
          [
            "prof-content-creator",
            "Content Creator",
            "Content",
            "Research and media",
            "Creates articles and posts, considering search discovery and social channels.",
            "Source review and editorial iteration",
            "Reviewable publication draft",
            "beautifulsoup4, crawl4ai, trafilatura, skill-content-writing, skill-web-research",
            "Described"
          ],
          [
            "prof-continuous-improvement-manager",
            "Continuous Improvement Manager",
            "Operations",
            "Business operations",
            "Leads evidence-based process improvement without confusing activity with realised benefit",
            "Process mapping and exception review",
            "Operating plan and obligation register",
            "matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-manufacturing-process, skill-quality-management, skill-data-analysis, skill-project-controls",
            "Described"
          ],
          [
            "prof-contract-manager",
            "Commercial Contract Manager",
            "Procurement",
            "Supply chains",
            "Controls contract obligations, notices, changes, performance, claims and close-out",
            "Supplier comparison and obligation review",
            "Sourcing recommendation with evidence",
            "openpyxl, pandas, pandoc, pdfplumber, python-docx, skill-contract-administration, skill-contract-review, skill-supplier-management, skill-business-writing",
            "Described"
          ],
          [
            "prof-copywriter",
            "Copywriter (performance)",
            "Marketing",
            "Commercial work",
            "Conversion-focused copy: ads, landing, email, sales pages",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "skill-content-writing",
            "Described"
          ],
          [
            "prof-corporate-counsel",
            "Corporate Counsel (in-house, general)",
            "Legal materials",
            "Finance and law",
            "Contracts, corporate housekeeping, board support, regulatory triage",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests, skill-contract-review, skill-corporate-housekeeping, skill-legal-research",
            "Described"
          ],
          [
            "prof-cpo",
            "CPO / Chief Product Officer",
            "Product",
            "Business operations",
            "Product strategy, roadmap orchestration, PM org, customer-problem mastery",
            "User research, prioritization and prototyping",
            "Requirements, prototype or research findings",
            "openpyxl, pandas, skill-product-strategy, skill-product-discovery, skill-business-analysis",
            "Described"
          ],
          [
            "prof-criminal-defense",
            "Criminal Defense Attorney",
            "Legal materials",
            "Finance and law",
            "Investigation phase advice, charging review, plea, trial, appeal — white-collar focus",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, pandas, pandoc, pdfplumber, poppler-utils, python-docx, requests, skill-legal-research, skill-pleading-drafting, skill-discovery-ediscovery",
            "Described"
          ],
          [
            "prof-crypto-grant-writer",
            "Web3 Grant Writer",
            "Content",
            "Research and media",
            "Prepares applications to Web3 funding programs and explains eligibility.",
            "Source review and editorial iteration",
            "Reviewable publication draft",
            "openpyxl, pandoc, python-docx, skill-grant-writing, skill-business-writing",
            "Described"
          ],
          [
            "prof-crypto-regulatory-analyst",
            "Crypto Regulatory Analyst (MiCA, AML, licensing perimeter)",
            "Compliance",
            "Finance and law",
            "Maps what the organisation's crypto activity may and may not do under MiCA, AML directives and national rules: licensing perimeter, venue and stablecoin constraints, reporting duties and change monitoring; advisory, works with counsel",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "pandas, pdfplumber, python-docx, skill-legal-research, skill-sanctions-screening, skill-business-writing, skill-gdpr-policy",
            "Described"
          ],
          [
            "prof-customer-success",
            "Customer Success Manager",
            "Support",
            "People and service",
            "Onboarding, adoption, retention, QBR, upsell — proactive (not support)",
            "Request triage, resolution checks and escalation",
            "Resolved request or explicit handover",
            "@google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, openpyxl, pandas, pandoc, python-docx, skill-customer-success, skill-email-triage, skill-business-writing",
            "Described"
          ],
          [
            "prof-customer-support",
            "Customer Support (tier 1)",
            "Support",
            "People and service",
            "Ticket triage, FAQ, refunds within policy, escalation",
            "Request triage, resolution checks and escalation",
            "Resolved request or explicit handover",
            "@google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, skill-email-triage, skill-content-writing",
            "Described"
          ],
          [
            "prof-cybercrime-forensic-analyst",
            "Cybercrime Forensic Analyst",
            "Defensive security",
            "Cyber risk",
            "Cyber-fraud and scam investigations: correspondence analysis, account/domain/payment tracing, scam typology, victim manipulation patterns, OSINT correlation and evidence-backed reports",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "beautifulsoup4, crawl4ai, dnsutils, git, netcat-openbsd, nmap, semgrep, trafilatura, whois, skill-security-audit, skill-osint, skill-web-research",
            "Described"
          ],
          [
            "prof-data-analyst",
            "Data Analyst (BI)",
            "Data",
            "Data and AI",
            "SQL + dashboards + ad-hoc analysis + stakeholder reports — analyst, not modeler",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "datasette, duckdb, ibis-framework, matplotlib, numpy, pandas, plotly, polars, postgresql-client, scipy, seaborn, sqlite3, streamlit, skill-bi-dashboards, skill-data-analysis",
            "Described"
          ],
          [
            "prof-data-engineer",
            "Data Engineer (pipelines, warehouses, data quality)",
            "Data",
            "Data and AI",
            "Builds and operates the organisation's data pipelines and warehouse: ingestion from systems and services, transformation with tests, lineage, quality checks and reliable delivery to analysts, dashboards and models",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "dbt-core, duckdb, great-expectations, pandas, polars, prefect, pyarrow, sqlalchemy, skill-backend-services, skill-data-analysis, skill-sysadmin, skill-test-automation",
            "Described"
          ],
          [
            "prof-data-privacy-attorney",
            "Data Privacy / Tech Attorney",
            "Legal materials",
            "Finance and law",
            "GDPR, AI Act, e-Privacy, DSA/DMA, sector-specific (HIPAA, FCRA, COPPA)",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, pandas, pandoc, pdfplumber, python-docx, requests, skill-gdpr-policy, skill-dpia, skill-contract-review, skill-legal-research",
            "Described"
          ],
          [
            "prof-data-scientist",
            "Data Scientist",
            "Data",
            "Data and AI",
            "EDA, statistical analysis, hypothesis testing, viz",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "beautifulsoup4, build-essential, crawl4ai, libopenblas-dev, lightgbm, matplotlib, mlflow, numpy, optuna, pandas, scikit-learn, scipy, statsmodels, torch, trafilatura, xgboost, skill-data-analysis, skill-ml-modeling, skill-web-research",
            "Described"
          ],
          [
            "prof-database-admin",
            "Database Administrator (DBA)",
            "Software engineering",
            "Technology",
            "PostgreSQL / MySQL / Oracle / MS-SQL — tuning, backup, replication, schema migrations",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "curl, git, jq, postgresql-client, psycopg, sqlite3, skill-database-administration, skill-linux-sysadmin, skill-monitoring-observability",
            "Described"
          ],
          [
            "prof-demand-planner",
            "Demand Planner",
            "Supply chains",
            "Supply chains",
            "Produces a measured consensus demand plan with bias, uncertainty and exceptions",
            "Demand, inventory and supplier analysis",
            "Supply plan with constraints",
            "datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, plotly, polars, postgresql-client, scipy, seaborn, sqlite3, statsmodels, streamlit, skill-demand-supply-planning, skill-data-analysis, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-devops-sre",
            "DevOps / SRE Engineer",
            "Infrastructure",
            "Technology",
            "IaC, K8s, CI/CD, monitoring, incident response",
            "Change planning, monitoring and recovery review",
            "Change plan or operational report",
            "ansible-core, aws-cdk, borgbackup, cdktf, fabric, fail2ban, grafana-api, jq, kubernetes, logrotate, opentelemetry-api, opentelemetry-sdk, prometheus-client, prometheus-node-exporter, pulumi, python-terraform, pyyaml, restic, ufw, unzip, skill-iac, skill-k8s, skill-monitoring, skill-sysadmin",
            "Described"
          ],
          [
            "prof-digital-forensics-examiner",
            "Digital Forensics Examiner",
            "Defensive security",
            "Cyber risk",
            "Forensic acquisition and review of digital evidence, metadata, chain-of-custody, device/account/cloud evidence handling, evidence register and court/police-ready technical reporting",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "beautifulsoup4, crawl4ai, dnsutils, git, netcat-openbsd, nmap, semgrep, trafilatura, whois, skill-security-audit, skill-osint, skill-web-research",
            "Described"
          ],
          [
            "prof-dpo",
            "Data Protection Officer (DPO)",
            "Compliance",
            "Cyber risk",
            "GDPR Art. 37-39 mandated role: privacy policy, RoPA, DPIA, breach response, DPA liaison",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "jinja2, pandas, pandoc, pdfplumber, python-docx, skill-gdpr-policy, skill-dpia, skill-breach-response, skill-contract-review",
            "Described"
          ],
          [
            "prof-ehs-specialist",
            "EHS Specialist",
            "Health, safety and environment",
            "Manufacturing",
            "Manages workplace health, safety and environmental risks, evidence and improvement",
            "Hazard assessment and control review",
            "Risk register and control plan",
            "duckdb, matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-ehs-management, skill-internal-controls, skill-data-analysis",
            "Described"
          ],
          [
            "prof-email-marketer",
            "Email Marketer / Lifecycle / CRM",
            "Marketing",
            "Commercial work",
            "Lifecycle automation, segmentation, deliverability, A/B testing",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "skill-content-writing",
            "Described"
          ],
          [
            "prof-embedded-engineer",
            "Embedded / Firmware Engineer",
            "Software engineering",
            "Technology",
            "C/C++/Rust on MCUs, RTOS, IoT, hardware-software boundary",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@playwright/test, cypress, faker, gcc-arm-none-eabi, gdb-multiarch, git, hypothesis, pyserial, pytest, pytest-asyncio, pytest-xdist, vitest, skill-embedded-systems, skill-code-review, skill-test-automation",
            "Described"
          ],
          [
            "prof-employment-attorney",
            "Employment / Labor Attorney",
            "Legal materials",
            "Finance and law",
            "Hiring, contracts, dismissal, discrimination, works council, collective bargaining",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, pandoc, pdfplumber, python-docx, requests, skill-contract-review, skill-legal-research, skill-pleading-drafting",
            "Described"
          ],
          [
            "prof-execution-engineer",
            "Execution Engineer (algorithmic trading systems, venue connectivity, pre-trade controls)",
            "Software engineering",
            "Technology",
            "Builds and operates the systems that turn validated signals into orders: venue connectors, order management, pre-trade risk filters, kill switches and reconciliation; owns latency, correctness and safety of execution",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "aiohttp, ccxt, duckdb, numpy, pandas, pydantic, pytest, websockets, skill-backend-services, skill-test-automation, skill-financial-systems",
            "Described"
          ],
          [
            "prof-facilities-manager",
            "Facilities Manager",
            "Facilities and property",
            "Built environment",
            "Controls building assets, maintenance, compliance, space, vendors and service continuity",
            "Asset registers and service planning",
            "Maintenance or occupancy plan",
            "openpyxl, pandas, pandoc, python-docx, skill-facilities-management, skill-supplier-management, skill-project-controls",
            "Described"
          ],
          [
            "prof-family-law-attorney",
            "Family Law Attorney",
            "Legal materials",
            "Finance and law",
            "Divorce, custody, support, prenup, adoption, domestic violence",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, pandoc, python-docx, requests, skill-legal-research, skill-pleading-drafting",
            "Described"
          ],
          [
            "prof-financial-advisor",
            "Financial Advisor / Wealth Manager",
            "Finance",
            "Finance and law",
            "Personal finance: retirement, tax-efficient investing, estate basics",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "numpy, numpy-financial, openpyxl, pandas, pandoc, python-docx, skill-financial-advice, skill-risk-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-fpa-analyst",
            "FP&A Analyst",
            "Finance",
            "Finance and law",
            "Budgeting, forecasting, variance, models, dashboards",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit, skill-bi-dashboards, skill-financial-systems",
            "Described"
          ],
          [
            "prof-fraud-investigator",
            "Fraud Investigator",
            "Defensive security",
            "Cyber risk",
            "Financial and identity fraud investigation: transaction timelines, counterparties, shell identities, mule/payment indicators, loss summaries and recovery/escalation packets",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "beautifulsoup4, crawl4ai, dnsutils, matplotlib, netcat-openbsd, nmap, numpy, pandas, scipy, trafilatura, whois, skill-osint, skill-web-research, skill-data-analysis",
            "Described"
          ],
          [
            "prof-frontend-engineer",
            "Frontend Engineer",
            "Software engineering",
            "Technology",
            "React / Vue / Svelte SPA, a11y, Core Web Vitals, design systems",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@playwright/test, create-next-app, cypress, eslint, faker, hypothesis, prettier, pytest, pytest-asyncio, pytest-xdist, typescript, vite, vitest, skill-frontend-modern, skill-test-automation",
            "Described"
          ],
          [
            "prof-fullstack",
            "Full-stack Engineer",
            "Software engineering",
            "Technology",
            "Modern frontend + backend, TypeScript end-to-end",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "alembic, asyncpg, celery, create-next-app, eslint, fastapi, httpx, postgresql-client, prettier, pydantic, redis, redis-tools, sqlalchemy, typescript, uvicorn, vite, skill-frontend-modern, skill-backend-services",
            "Described"
          ],
          [
            "prof-fund-administrator",
            "Fund Administrator (NAV, investor accounting, statements)",
            "Finance",
            "Finance and law",
            "Keeps the fund's books of record: NAV calculation, capital accounts per investor, fees and expenses, reconciliations with venues and custody, and periodic statements; independent of trading decisions",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "ccxt, duckdb, openpyxl, pandas, python-dateutil, skill-bookkeeping, skill-financial-systems, skill-internal-controls, skill-data-analysis",
            "Described"
          ],
          [
            "prof-gamedev",
            "Game Developer",
            "Software engineering",
            "Technology",
            "Godot/Unity logic, GDScript/C#, asset pipelines",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "blender, create-next-app, eslint, ffmpeg, git-lfs, imagemagick, matplotlib, numpy, panda3d, pandas, pillow, prettier, pygame, scipy, typescript, vite, skill-gamedev, skill-frontend-modern, skill-data-analysis",
            "Described"
          ],
          [
            "prof-graphic-designer",
            "Graphic Designer (brand identity, visual systems, marketing and product visuals)",
            "Marketing",
            "Research and media",
            "Creates the organisation's visual identity and applies it consistently: logo and brand system, typography and colour, templates, marketing and product visuals, presentation and document design; briefs generation tools and keeps quality and licensing in order",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "Pillow, cairosvg, fonts-dejavu, fonttools, imagemagick, inkscape, skill-content-writing, skill-business-writing",
            "Described"
          ],
          [
            "prof-growth-hacker",
            "Growth Hacker",
            "Marketing",
            "Commercial work",
            "Experimentation pipeline, funnel optimization, viral loops, referrals",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "matplotlib, numpy, pandas, scipy, skill-data-analysis",
            "Described"
          ],
          [
            "prof-hipaa-officer",
            "HIPAA Privacy / Security Officer",
            "Compliance",
            "Cyber risk",
            "HIPAA Privacy + Security + Breach Notification compliance for healthcare",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "duckdb, openpyxl, pandas, pandoc, pdfplumber, python-docx, skill-gdpr-policy, skill-internal-controls",
            "Described"
          ],
          [
            "prof-hr-payroll",
            "HR / Payroll Specialist",
            "People and learning",
            "People and service",
            "Hiring docs, contracts, payroll, leave, terminations per local labor law",
            "Needs assessment and structured documentation",
            "Reviewed personnel or learning materials",
            "openpyxl, pandas, pandoc, pdfplumber, python-dateutil, python-docx, skill-payroll, skill-contract-review, skill-gdpr-policy",
            "Described"
          ],
          [
            "prof-immigration-attorney",
            "Immigration Attorney",
            "Legal materials",
            "Finance and law",
            "Visas, work permits, asylum, naturalization, removal defense",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, lxml, pandoc, requests, skill-legal-research",
            "Described"
          ],
          [
            "prof-incident-response-analyst",
            "Incident Response Analyst",
            "Defensive security",
            "Cyber risk",
            "Security incident triage and response: scope assessment, containment plan, IOC collection, log/evidence review, attacker timeline, remediation and post-incident report",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "ansible-core, borgbackup, dnsutils, fabric, fail2ban, git, httpx, logrotate, mitmproxy, netcat-openbsd, nikto, nmap, prometheus-node-exporter, requests, restic, semgrep, sqlmap, ufw, wfuzz, whatweb, whois, skill-security-audit, skill-web-security, skill-osint, skill-sysadmin",
            "Described"
          ],
          [
            "prof-industrial-engineer",
            "Industrial Engineer",
            "Manufacturing",
            "Manufacturing",
            "Optimises flow, capacity, layout, labour, queues and productivity using measured systems data",
            "Capacity planning and controlled improvement",
            "Feasible production plan",
            "datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, plotly, polars, postgresql-client, python-docx, scipy, seaborn, sqlite3, streamlit, skill-manufacturing-process, skill-data-analysis, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-insolvency-attorney",
            "Insolvency / Restructuring Attorney",
            "Legal materials",
            "Finance and law",
            "Bankruptcy filings, restructuring plans, creditor work-outs, cross-border insolvency",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, pandoc, pdfplumber, python-docx, requests, skill-pleading-drafting, skill-legal-research, skill-contract-review",
            "Described"
          ],
          [
            "prof-insurance-underwriter",
            "Insurance Underwriter / Broker",
            "Finance",
            "Finance and law",
            "Risk selection, pricing, policy structuring (P&C / specialty / health)",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "matplotlib, numpy, openpyxl, pandas, scipy, skill-insurance-underwriting, skill-risk-analysis, skill-data-analysis",
            "Described"
          ],
          [
            "prof-internal-auditor",
            "Internal Auditor",
            "Audit",
            "Cyber risk",
            "Risk-based audit plan, control testing, finding write-up, follow-up",
            "Risk-based control review",
            "Findings with evidence and follow-up",
            "beautifulsoup4, duckdb, matplotlib, numpy, openpyxl, pandas, requests, scipy, skill-internal-controls, skill-data-analysis, skill-vendor-due-diligence",
            "Described"
          ],
          [
            "prof-inventory-planner",
            "Inventory Planner",
            "Supply chains",
            "Supply chains",
            "Sets replenishment and safety-stock policies from service, variability and lead-time evidence",
            "Demand, inventory and supplier analysis",
            "Supply plan with constraints",
            "datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, plotly, polars, postgresql-client, scipy, seaborn, sqlite3, statsmodels, streamlit, skill-demand-supply-planning, skill-data-analysis, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-investigative-journalist",
            "Investigative Journalist",
            "Research",
            "Research and media",
            "Source verification, FOIA / RTI, document analysis, OSINT for stories",
            "Question framing, source evaluation and hypothesis tests",
            "Report with sources and uncertainty",
            "beautifulsoup4, crawl4ai, dnsutils, netcat-openbsd, nmap, pandoc, poppler-utils, tesseract-ocr, trafilatura, whois, skill-web-research, skill-osint, skill-pdf-extraction",
            "Described"
          ],
          [
            "prof-investment-analyst",
            "Investment / M&A Analyst",
            "Finance",
            "Finance and law",
            "Valuation (DCF / comparables), due diligence, deal modeling",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-investor-relations-manager",
            "Investor Relations Manager (reporting, communication, capital relationships)",
            "Marketing",
            "Commercial work",
            "Owns the relationship with investors and the owner as capital provider: periodic reports, letters, onboarding materials, questions and expectations; turns the organisation's numbers into truthful, timely communication",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "matplotlib, openpyxl, pandas, python-docx, skill-business-writing, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-ios-engineer",
            "iOS Engineer",
            "Software engineering",
            "Technology",
            "Swift / SwiftUI, App Store, push, in-app purchases, Apple ecosystem",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@expo/cli, android-tools-adb, eas-cli, openjdk-17-jdk, react-native-cli, skill-mobile-android",
            "Described"
          ],
          [
            "prof-ip-attorney",
            "IP Attorney (patent + trademark)",
            "Legal materials",
            "Finance and law",
            "Prosecution, freedom-to-operate, infringement analysis, licensing",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, lxml, pandoc, pdfplumber, python-docx, requests, skill-ip-prosecution, skill-legal-research, skill-contract-review",
            "Described"
          ],
          [
            "prof-it-support-specialist",
            "IT Support Specialist (accounts, devices, access, first-line incidents)",
            "Infrastructure",
            "Technology",
            "Keeps people and tools working: accounts and access, devices and software, first-line incident response and triage, onboarding and offboarding, security hygiene; documents fixes and escalates what is beyond first line",
            "Change planning, monitoring and recovery review",
            "Change plan or operational report",
            "pandas, skill-sysadmin, skill-email-triage, skill-web-security",
            "Described"
          ],
          [
            "prof-kyc-aml",
            "KYC / AML Compliance Specialist",
            "Compliance",
            "Cyber risk",
            "Customer due diligence, sanctions screening, transaction monitoring, SAR/STR filing",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "duckdb, fuzzywuzzy, jinja2, lxml, numpy, pandas, pandoc, python-Levenshtein, python-docx, requests, scikit-learn, unidecode, skill-kyc-cdd, skill-sanctions-screening, skill-transaction-monitoring, skill-sar-drafting",
            "Described"
          ],
          [
            "prof-land-surveyor",
            "Land Surveyor / Geomatics Specialist",
            "Architecture",
            "Built environment",
            "Plans and reviews geospatial control, boundary, topographic and setting-out information",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-data-analysis, skill-project-controls, skill-business-writing",
            "Described"
          ],
          [
            "prof-launchpad-allocator",
            "Token Offering Analyst",
            "Finance",
            "Finance and law",
            "Studies allocation across token offerings within explicit constraints.",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml, skill-financial-systems",
            "Described"
          ],
          [
            "prof-learning-development",
            "Learning & Development Specialist",
            "People and learning",
            "People and service",
            "Onboarding, training programs, LMS, performance management, career frameworks",
            "Needs assessment and structured documentation",
            "Reviewed personnel or learning materials",
            "skill-content-writing",
            "Described"
          ],
          [
            "prof-litigation-attorney",
            "Litigation Attorney",
            "Legal materials",
            "Finance and law",
            "Pleadings, discovery, motions, trial prep — civil disputes",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, pandas, pandoc, pdfplumber, poppler-utils, python-docx, requests, skill-pleading-drafting, skill-discovery-ediscovery, skill-legal-research",
            "Described"
          ],
          [
            "prof-llm-engineer",
            "LLM Application Engineer",
            "Data",
            "Data and AI",
            "Prompt engineering, RAG, agent design, eval pipelines",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "alembic, anthropic, asyncpg, beautifulsoup4, celery, chromadb, crawl4ai, fastapi, httpx, instructor, langchain, openai, postgresql-client, pydantic, ragas, redis, redis-tools, sentence-transformers, sqlalchemy, tiktoken, trafilatura, typescript, uvicorn, skill-llm-engineering, skill-backend-services, skill-web-research",
            "Described"
          ],
          [
            "prof-m-and-a-attorney",
            "M&A Attorney",
            "Legal materials",
            "Finance and law",
            "Due diligence, SPA/APA drafting, regulatory clearance, closing",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests, skill-contract-review, skill-corporate-housekeeping, skill-legal-research",
            "Described"
          ],
          [
            "prof-maintenance-manager",
            "Maintenance and Reliability Manager",
            "Manufacturing",
            "Manufacturing",
            "Controls asset criticality, maintenance strategy, work execution, spares and reliability",
            "Capacity planning and controlled improvement",
            "Feasible production plan",
            "matplotlib, numpy, openpyxl, pandas, python-docx, scipy, skill-facilities-management, skill-manufacturing-process, skill-data-analysis",
            "Described"
          ],
          [
            "prof-malware-analyst",
            "Malware Analyst / Reverse Engineer",
            "Defensive security",
            "Cyber risk",
            "Static/dynamic analysis, unpacking, IOC extraction",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "binwalk, capstone, dnsutils, ffuf, foremost, gdb, gdb-multiarch, git, gobuster, keystone-engine, lief, masscan, netcat-openbsd, nmap, pwntools, python-nmap, radare2, recon-ng, scapy, semgrep, sleuthkit, theharvester, unicorn, whois, skill-security-audit, skill-reverse-engineering, skill-pentest-recon, skill-osint",
            "Described"
          ],
          [
            "prof-manufacturing-engineer",
            "Manufacturing Engineer",
            "Manufacturing",
            "Manufacturing",
            "Designs and improves production methods, tooling, capacity and controlled process changes",
            "Capacity planning and controlled improvement",
            "Feasible production plan",
            "matplotlib, numpy, openpyxl, pandas, python-docx, scipy, skill-manufacturing-process, skill-quality-management, skill-data-analysis",
            "Described"
          ],
          [
            "prof-market-data-engineer",
            "Market Data Engineer (feeds, storage, quality, point-in-time datasets)",
            "Data",
            "Data and AI",
            "Builds and runs the organisation's market and on-chain data layer: venue and chain feeds, normalised storage, point-in-time snapshots, quality checks and access for research, execution and reporting",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "aiohttp, ccxt, duckdb, great-expectations, pandas, polars, pyarrow, sqlalchemy, websockets, skill-backend-services, skill-data-analysis, skill-sysadmin",
            "Described"
          ],
          [
            "prof-medical-coder",
            "Medical Coder / Biller",
            "Compliance",
            "Cyber risk",
            "ICD-10-CM / CPT / HCPCS / DRG coding, claims, denials",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "matplotlib, numpy, openpyxl, pandas, pandoc, poppler-utils, scipy, tesseract-ocr, skill-medical-coding-quality, skill-pdf-extraction, skill-data-analysis",
            "Described"
          ],
          [
            "prof-mep-coordinator",
            "MEP Coordinator",
            "Architecture",
            "Built environment",
            "Coordinates mechanical, electrical and plumbing requirements, interfaces and commissioning",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "ifcopenshell, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-bim-coordination, skill-project-controls, skill-quality-management",
            "Described"
          ],
          [
            "prof-mev-searcher",
            "Transaction-ordering Researcher",
            "Software engineering",
            "Technology",
            "Studies extractable value, arbitrage and liquidations in blockchain networks within an explicit mandate.",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "arelle-release, datasette, duckdb, fixparser, git, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, semgrep, sepaxml, sqlite3, streamlit, skill-security-audit, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-ml-engineer",
            "ML Engineer",
            "Data",
            "Data and AI",
            "Pipeline design, model training, deployment, monitoring",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "anthropic, aws-cdk, build-essential, cdktf, chromadb, instructor, langchain, libopenblas-dev, lightgbm, matplotlib, mlflow, numpy, openai, optuna, pandas, pulumi, python-terraform, ragas, scikit-learn, scipy, sentence-transformers, statsmodels, tiktoken, torch, unzip, xgboost, skill-ml-modeling, skill-data-analysis, skill-llm-engineering, skill-iac",
            "Described"
          ],
          [
            "prof-mobile-engineer",
            "Mobile Engineer",
            "Software engineering",
            "Technology",
            "React Native / Flutter / native Android",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@expo/cli, alembic, android-tools-adb, asyncpg, celery, create-next-app, eas-cli, eslint, fastapi, httpx, openjdk-17-jdk, postgresql-client, prettier, pydantic, react-native-cli, redis, redis-tools, sqlalchemy, typescript, uvicorn, vite, skill-mobile-android, skill-backend-services, skill-frontend-modern",
            "Described"
          ],
          [
            "prof-network-engineer",
            "Network Engineer",
            "Infrastructure",
            "Technology",
            "Routing, switching, VPN, firewall, traffic analysis",
            "Change planning, monitoring and recovery review",
            "Change plan or operational report",
            "ansible-core, borgbackup, dnspython, fabric, fail2ban, ffuf, frr, gobuster, iproute2, logrotate, masscan, mitmproxy, mtr, netmiko, nmap, openvpn, paramiko, prometheus-node-exporter, python-nmap, recon-ng, restic, scapy, tcpdump, theharvester, tshark, ufw, wireguard-tools, skill-network-engineering, skill-sysadmin, skill-pentest-recon",
            "Described"
          ],
          [
            "prof-notary",
            "Notarial Document Specialist",
            "Support",
            "People and service",
            "Prepares acknowledgement, signing, apostille and remote-process materials for an authorized practitioner.",
            "Request triage, resolution checks and escalation",
            "Resolved request or explicit handover",
            "pandoc, pdfplumber, poppler-utils, python-docx, tesseract-ocr, skill-notarial-workflow, skill-contract-review, skill-pdf-extraction",
            "Described"
          ],
          [
            "prof-onchain-investigator",
            "On-chain Investigator (Crypto Forensics)",
            "Open-source research",
            "Research and media",
            "Wallet attribution, fund tracing, hack post-mortems, sanctions screening — Chainalysis / TRM / Arkham / Dune style",
            "Source verification and evidence correlation",
            "Evidence-backed research report",
            "beautifulsoup4, datasette, dnsutils, duckdb, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, requests, seaborn, sqlite3, streamlit, whois, skill-osint-investigation, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-online-poker-player",
            "Poker Strategy Analyst",
            "Finance",
            "Finance and law",
            "Studies strategies, game data and allocated-resource limits without promising returns.",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml, skill-financial-systems",
            "Described"
          ],
          [
            "prof-operations-manager",
            "Operations Manager / COO (processes, capacity, execution discipline)",
            "Operations",
            "Business operations",
            "Runs the organisation day to day: operating rhythm, processes and their owners, capacity and bottlenecks, incidents and continuous improvement; makes sure decisions become work and work becomes results",
            "Process mapping and exception review",
            "Operating plan and obligation register",
            "matplotlib, openpyxl, pandas, skill-project-controls, skill-business-analysis, skill-business-writing, skill-data-analysis",
            "Described"
          ],
          [
            "prof-osint-analyst",
            "Open-source Research Analyst",
            "Defensive security",
            "Cyber risk",
            "Researches organizations, people, domains and infrastructure through permitted open sources.",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "beautifulsoup4, crawl4ai, dnsutils, netcat-openbsd, nmap, trafilatura, whois, skill-osint, skill-web-research",
            "Described"
          ],
          [
            "prof-paralegal",
            "Paralegal (legal operations, documents, registers, deadlines)",
            "Legal materials",
            "Finance and law",
            "Runs the legal machinery under counsel: document preparation and management, contract registers and obligations, corporate records and filings, deadlines and evidence, research support; precise, organised, never gives legal advice",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "openpyxl, pandas, pdfplumber, python-docx, skill-legal-research, skill-contract-review, skill-pdf-extraction, skill-business-writing",
            "Described"
          ],
          [
            "prof-partnerships-manager",
            "Partnerships & Business Development Manager (alliances, channels, joint value)",
            "Sales",
            "Commercial work",
            "Finds, structures and grows partnerships that create value for both sides: channel and technology partners, integrations, co-marketing and distribution deals; owns partner selection, agreements within policy and the health of each relationship",
            "Needs discovery and evidence-based pipeline review",
            "Proposal and documented handover",
            "pandas, python-docx, skill-business-writing, skill-business-analysis, skill-contract-review, skill-web-research",
            "Described"
          ],
          [
            "prof-pentester",
            "Security Assessment Specialist",
            "Defensive security",
            "Cyber risk",
            "Performs authorized application and network security assessment and prepares defensive reports.",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "beautifulsoup4, crawl4ai, dnsutils, ffuf, git, gobuster, httpx, masscan, mitmproxy, netcat-openbsd, nikto, nmap, python-nmap, recon-ng, requests, scapy, semgrep, sqlmap, theharvester, trafilatura, wfuzz, whatweb, whois, skill-security-audit, skill-pentest-recon, skill-web-security, skill-osint, skill-web-research",
            "Described"
          ],
          [
            "prof-performance-marketer",
            "Performance Marketer (PPC / paid)",
            "Marketing",
            "Commercial work",
            "Google / Meta / TikTok / LinkedIn ads, conversion tracking, LTV/CAC",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "matplotlib, numpy, pandas, scipy, skill-data-analysis",
            "Described"
          ],
          [
            "prof-pharma-regulatory",
            "Pharma Regulatory Affairs",
            "Compliance",
            "Cyber risk",
            "Drug submissions (IND/NDA/BLA, MAA/CTA), labeling, pharmacovigilance",
            "Requirements mapping and control assessment",
            "Requirements register and assessment",
            "openpyxl, pandas, pandoc, poppler-utils, python-docx, tesseract-ocr, skill-pharma-regulatory-submission, skill-clinical-evidence-operations, skill-pdf-extraction",
            "Described"
          ],
          [
            "prof-platform-engineer",
            "Platform Engineer",
            "Infrastructure",
            "Technology",
            "Internal developer platforms, golden paths, tooling",
            "Change planning, monitoring and recovery review",
            "Change plan or operational report",
            "alembic, asyncpg, aws-cdk, cdktf, celery, fastapi, grafana-api, httpx, jq, kubernetes, opentelemetry-api, opentelemetry-sdk, postgresql-client, prometheus-client, prometheus-node-exporter, pulumi, pydantic, python-terraform, pyyaml, redis, redis-tools, sqlalchemy, typescript, unzip, uvicorn, skill-iac, skill-k8s, skill-backend-services, skill-monitoring",
            "Described"
          ],
          [
            "prof-policy-analyst",
            "Policy Analyst / Government Relations",
            "Research",
            "Research and media",
            "Legislative tracking, regulatory comments, impact assessment, lobbying",
            "Question framing, source evaluation and hypothesis tests",
            "Report with sources and uncertainty",
            "beautifulsoup4, crawl4ai, lxml, pandoc, requests, trafilatura, skill-legal-research, skill-web-research",
            "Described"
          ],
          [
            "prof-portfolio-manager",
            "Portfolio Manager (allocation, sizing, mandate discipline)",
            "Finance",
            "Finance and law",
            "Owns the portfolio as a whole: allocation across strategies and assets, sizing within the mandate, rebalancing and performance attribution; decides what capital goes where and why, within limits set by risk and the owner",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "duckdb, matplotlib, numpy, pandas, pyportfolioopt, riskfolio-lib, scipy, skill-financial-systems, skill-data-analysis, skill-bi-dashboards, skill-risk-analysis",
            "Described"
          ],
          [
            "prof-pr-communications-manager",
            "PR & Communications Manager (messaging, media, announcements, crisis communication)",
            "Marketing",
            "Commercial work",
            "Owns what the organisation says publicly and to stakeholders: messaging and positioning, press and analyst relations, announcements and statements, spokesperson preparation and crisis communication; every public claim approved and sourced",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "pandas, python-docx, skill-business-writing, skill-content-writing, skill-web-research",
            "Described"
          ],
          [
            "prof-prediction-market-trader",
            "Prediction Market Analyst",
            "Finance",
            "Finance and law",
            "Studies event prices and probabilities within explicit constraints.",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-private-investigator",
            "Private Investigator / Due Diligence",
            "Defensive security",
            "Cyber risk",
            "Background checks, asset tracing, surveillance ethics, pre-litigation",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "beautifulsoup4, crawl4ai, dnsutils, netcat-openbsd, nmap, trafilatura, whois, skill-osint, skill-web-research",
            "Described"
          ],
          [
            "prof-procurement",
            "Procurement / Vendor Manager",
            "Procurement",
            "Supply chains",
            "RFQ, vendor DD, contract negotiation, performance monitoring",
            "Supplier comparison and obligation review",
            "Sourcing recommendation with evidence",
            "beautifulsoup4, pandas, pandoc, pdfplumber, python-docx, requests, skill-vendor-due-diligence, skill-contract-review, skill-rfq-extraction",
            "Described"
          ],
          [
            "prof-product-designer",
            "Product Designer (UI/UX)",
            "Product",
            "Business operations",
            "User flows, wireframes, hi-fi mockups, design systems, prototyping",
            "User research, prioritization and prototyping",
            "Requirements, prototype or research findings",
            "create-next-app, eslint, openpyxl, pandas, prettier, typescript, vite, skill-product-design, skill-product-discovery, skill-frontend-modern",
            "Described"
          ],
          [
            "prof-product-manager",
            "Product Manager",
            "Product",
            "Business operations",
            "Discovery, roadmap, OKRs, PRD, prioritization, stakeholder mgmt",
            "User research, prioritization and prototyping",
            "Requirements, prototype or research findings",
            "openpyxl, pandas, pandoc, python-docx, skill-product-discovery, skill-business-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-production-manager",
            "Production Manager",
            "Manufacturing",
            "Manufacturing",
            "Owns safe daily production, staffing, schedule attainment, quality and escalation",
            "Capacity planning and controlled improvement",
            "Feasible production plan",
            "numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-manufacturing-process, skill-quality-management, skill-ehs-management, skill-project-controls",
            "Described"
          ],
          [
            "prof-production-planner",
            "Production Planner",
            "Manufacturing",
            "Manufacturing",
            "Creates feasible time-phased production plans from demand, material and capacity constraints",
            "Capacity planning and controlled improvement",
            "Feasible production plan",
            "matplotlib, numpy, openpyxl, pandas, python-docx, scipy, statsmodels, skill-demand-supply-planning, skill-manufacturing-process, skill-data-analysis",
            "Described"
          ],
          [
            "prof-project-manager",
            "Project Manager / Scrum Master",
            "Project management",
            "Business operations",
            "Plan, scope, risk, schedule, ceremonies, dependency mgmt",
            "Scope, risk and dependency planning",
            "Project plan and acceptance record",
            "openpyxl, pandas, pandoc, python-docx, skill-project-delivery, skill-business-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-prompt-engineer",
            "Prompt Engineer / LLM Optimization",
            "Data",
            "Data and AI",
            "Prompt design, eval, A/B testing, retrieval, agent scaffolding",
            "Data quality checks and reproducible analysis",
            "Dataset, analysis or model with checks",
            "anthropic, chromadb, instructor, langchain, openai, ragas, sentence-transformers, tiktoken, skill-llm-engineering",
            "Described"
          ],
          [
            "prof-prop-firm-trader",
            "Proprietary Trading Rules Analyst",
            "Finance",
            "Finance and law",
            "Studies evaluation-program rules, account limits and discipline for allocated funds.",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-property-manager",
            "Property Manager",
            "Facilities and property",
            "Built environment",
            "Administers occupancy, leases, service charges, vendors, maintenance and tenant service",
            "Asset registers and service planning",
            "Maintenance or occupancy plan",
            "openpyxl, pandas, pandoc, pdfplumber, python-docx, skill-facilities-management, skill-contract-administration, skill-business-writing",
            "Described"
          ],
          [
            "prof-qa-engineer",
            "QA / Test Engineer",
            "Software engineering",
            "Technology",
            "Test pyramid (unit → integration → E2E), automation in CI/CD, performance + security testing gates",
            "Requirements, implementation and testing",
            "Software change with test evidence",
            "@playwright/test, cypress, faker, httpx, hypothesis, k6, locust, mitmproxy, molotov, nikto, pytest, pytest-asyncio, pytest-xdist, requests, sqlmap, vitest, wfuzz, whatweb, skill-test-automation, skill-performance-testing, skill-web-security",
            "Described"
          ],
          [
            "prof-quality-manager",
            "Quality Manager",
            "Quality",
            "Manufacturing",
            "Owns the quality system, assurance, control, audit, nonconformity and improvement evidence",
            "Criteria-based checks and corrective action",
            "Quality assessment and action plan",
            "duckdb, matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-quality-management, skill-internal-controls, skill-data-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-quant-researcher",
            "Quantitative Researcher (systematic strategies, backtesting, alpha research)",
            "Finance",
            "Finance and law",
            "Designs, backtests and validates systematic trading strategies with rigorous statistics; owns the research pipeline from hypothesis to deployable signal, never the live order flow",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "ccxt, duckdb, matplotlib, numpy, pandas, polars, scikit-learn, scipy, statsmodels, vectorbt, skill-data-analysis, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-quantity-surveyor",
            "Quantity Surveyor",
            "Construction",
            "Built environment",
            "Manages construction cost planning, measurement, procurement and commercial control",
            "Planning, coordination and evidence review",
            "Plans, estimates and completion records",
            "matplotlib, numpy, openpyxl, pandas, pandoc, pdfplumber, python-docx, scipy, skill-construction-estimating, skill-contract-administration, skill-project-controls, skill-data-analysis",
            "Described"
          ],
          [
            "prof-real-estate-agent",
            "Real Estate Agent / Broker",
            "Sales",
            "Commercial work",
            "Listings, valuations (CMA), showings, offers, escrow, disclosures",
            "Needs discovery and evidence-based pipeline review",
            "Proposal and documented handover",
            "beautifulsoup4, crawl4ai, openpyxl, pandoc, python-docx, trafilatura, skill-real-estate-transactions, skill-web-research, skill-business-writing",
            "Described"
          ],
          [
            "prof-real-estate-attorney",
            "Real Estate Attorney",
            "Legal materials",
            "Finance and law",
            "Acquisitions, leasing, financing, title, zoning",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, jinja2, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests, skill-contract-review, skill-corporate-housekeeping, skill-legal-research",
            "Described"
          ],
          [
            "prof-recruiter",
            "Recruiter / Talent Acquisition",
            "People and learning",
            "People and service",
            "Sourcing, screening, candidate experience, offer negotiation",
            "Needs assessment and structured documentation",
            "Reviewed personnel or learning materials",
            "@google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, openpyxl, pandoc, python-docx, skill-talent-acquisition, skill-email-triage, skill-business-writing",
            "Described"
          ],
          [
            "prof-regulatory-counsel",
            "Regulatory / Financial Services Counsel",
            "Legal materials",
            "Finance and law",
            "Banking/securities/insurance regulation, MiFID II, MiCA, AIFMD, MAR",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests, skill-legal-research, skill-securities-disclosure, skill-contract-review",
            "Described"
          ],
          [
            "prof-research-analyst",
            "Research Analyst",
            "Research",
            "Research and media",
            "Researches companies, markets and trends, producing sourced reports.",
            "Question framing, source evaluation and hypothesis tests",
            "Report with sources and uncertainty",
            "beautifulsoup4, crawl4ai, matplotlib, numpy, pandas, pandoc, poppler-utils, scipy, tesseract-ocr, trafilatura, skill-web-research, skill-data-analysis, skill-pdf-extraction",
            "Described"
          ],
          [
            "prof-risk-manager",
            "Risk Manager (enterprise)",
            "Finance",
            "Finance and law",
            "ERM, risk register, KRI, scenario, BCP, insurance program",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "duckdb, matplotlib, numpy, openpyxl, pandas, scipy, skill-risk-analysis, skill-internal-controls, skill-data-analysis",
            "Described"
          ],
          [
            "prof-sales-sdr",
            "Sales Development Specialist",
            "Sales",
            "Commercial work",
            "Enriches lead information and prepares personalized outreach and follow-up.",
            "Needs discovery and evidence-based pipeline review",
            "Proposal and documented handover",
            "@google-cloud/local-auth, beautifulsoup4, crawl4ai, google-auth, google-auth-oauthlib, googleapis, trafilatura, skill-web-research, skill-email-triage, skill-content-writing",
            "Described"
          ],
          [
            "prof-security-engineer",
            "Security Engineer (defensive)",
            "Defensive security",
            "Cyber risk",
            "AppSec / threat modeling / SAST / DAST / SBOM / secret scanning",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "git, httpx, mitmproxy, nikto, requests, semgrep, sqlmap, wfuzz, whatweb, skill-security-audit, skill-web-security",
            "Described"
          ],
          [
            "prof-seo-specialist",
            "SEO Specialist",
            "Marketing",
            "Commercial work",
            "Technical + content + link SEO, GSC, Core Web Vitals, schema.org",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "beautifulsoup4, crawl4ai, trafilatura, skill-web-research, skill-content-writing",
            "Described"
          ],
          [
            "prof-site-supervisor",
            "Construction Site Supervisor",
            "Construction",
            "Built environment",
            "Coordinates daily site work, inspections, constraints, safety and completion evidence",
            "Planning, coordination and evidence review",
            "Plans, estimates and completion records",
            "numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-project-controls, skill-ehs-management, skill-quality-management",
            "Described"
          ],
          [
            "prof-smart-contract-auditor",
            "Smart Contract Auditor (Solidity / Move / Cairo)",
            "Defensive security",
            "Cyber risk",
            "Independent security audit of EVM + non-EVM smart contracts — manual review + automated tools + formal verification",
            "Authorized assessment and evidence review",
            "Defensive findings and remediation plan",
            "git, semgrep, skill-security-audit, skill-code-review",
            "Described"
          ],
          [
            "prof-social-media-manager",
            "Social Media Manager (channels, calendar, community-facing publishing)",
            "Marketing",
            "Commercial work",
            "Owns the organisation's social channels: strategy per channel, content calendar, publishing and scheduling, engagement, brand voice consistency and performance reporting; briefs content production and never publishes unapproved claims",
            "Audience research and measured experiments",
            "Campaign plan and results analysis",
            "matplotlib, pandas, python-dateutil, skill-content-writing, skill-business-writing, skill-data-analysis",
            "Described"
          ],
          [
            "prof-sports-bettor",
            "Sports Market Analyst",
            "Finance",
            "Finance and law",
            "Studies sporting probabilities, prices and model quality without promising winnings.",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-stablecoin-architect",
            "Stablecoin Architect",
            "Finance",
            "Finance and law",
            "Design + deploy new stablecoin mechanisms — CDP / algorithmic / RWA-backed / LST-backed (USDe / USDX / sDAI / GHO lineage)",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml, skill-financial-systems",
            "Described"
          ],
          [
            "prof-strategic-sourcing-manager",
            "Strategic Sourcing Manager",
            "Procurement",
            "Supply chains",
            "Builds category strategy, runs sourcing events and recommends auditable supplier awards",
            "Supplier comparison and obligation review",
            "Sourcing recommendation with evidence",
            "beautifulsoup4, openpyxl, pandas, pandoc, pdfplumber, python-docx, requests, skill-strategic-sourcing, skill-supplier-management, skill-vendor-due-diligence, skill-contract-review",
            "Described"
          ],
          [
            "prof-structural-engineer",
            "Structural Engineer",
            "Architecture",
            "Built environment",
            "Reviews structural systems, loads, stability, interfaces and design evidence",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, skill-project-controls, skill-data-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-supplier-quality-engineer",
            "Supplier Quality Engineer",
            "Quality",
            "Manufacturing",
            "Qualifies suppliers and resolves incoming, process and corrective-action quality risks",
            "Criteria-based checks and corrective action",
            "Quality assessment and action plan",
            "matplotlib, numpy, openpyxl, pandas, python-docx, scipy, skill-supplier-management, skill-quality-management, skill-data-analysis",
            "Described"
          ],
          [
            "prof-supply-chain-analyst",
            "Supply Chain / Logistics Analyst",
            "Logistics",
            "Supply chains",
            "Demand planning, inventory, supplier risk, S&OP, Incoterms",
            "Constraint-based planning and delivery tracking",
            "Transport or warehouse plan",
            "matplotlib, numpy, pandas, scipy, skill-data-analysis",
            "Described"
          ],
          [
            "prof-supply-chain-manager",
            "Supply Chain Manager",
            "Supply chains",
            "Supply chains",
            "Integrates demand, supply, inventory, logistics, suppliers and resilience decisions",
            "Demand, inventory and supplier analysis",
            "Supply plan with constraints",
            "datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, pandoc, plotly, polars, postgresql-client, python-docx, scipy, seaborn, sqlite3, statsmodels, streamlit, skill-demand-supply-planning, skill-supplier-management, skill-project-controls, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-tax-advisor",
            "Tax Advisor",
            "Finance",
            "Finance and law",
            "CIT, VAT/GST, withholding, transfer pricing, treaty analysis",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "beautifulsoup4, lxml, openpyxl, pandas, pandoc, python-dateutil, requests, sqlalchemy, skill-tax-computation, skill-bookkeeping, skill-legal-research",
            "Described"
          ],
          [
            "prof-tax-attorney",
            "Tax Attorney",
            "Legal materials",
            "Finance and law",
            "Structuring, controversy, transfer pricing, treaty analysis (lawyer track)",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, lxml, openpyxl, pandas, pandoc, pdfplumber, python-dateutil, python-docx, requests, skill-tax-computation, skill-legal-research, skill-contract-review",
            "Described"
          ],
          [
            "prof-tech-writer",
            "Tech Writer / Documentation Engineer",
            "Content",
            "Research and media",
            "API docs, user guides, README, runbooks, docs-as-code",
            "Source review and editorial iteration",
            "Reviewable publication draft",
            "skill-content-writing",
            "Described"
          ],
          [
            "prof-tokenomics-designer",
            "Tokenomics Designer",
            "Finance",
            "Finance and law",
            "Design token supply / distribution / utility / vesting / sink mechanisms — game-theoretic alignment for protocols",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml, skill-financial-systems",
            "Described"
          ],
          [
            "prof-trader",
            "Trading Strategy Researcher",
            "Finance",
            "Finance and law",
            "Researches markets, execution, risk and portfolio structure under a mandate without guaranteeing returns.",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit, skill-financial-systems, skill-bi-dashboards",
            "Described"
          ],
          [
            "prof-translator",
            "Translator / Localization Engineer",
            "Content",
            "Research and media",
            "Human-quality translation + i18n engineering (ICU MessageFormat, RTL, CLDR)",
            "Source review and editorial iteration",
            "Reviewable publication draft",
            "pandoc, python-docx, skill-translation-localization, skill-business-writing",
            "Described"
          ],
          [
            "prof-treasury-manager",
            "Treasury Manager",
            "Finance",
            "Finance and law",
            "Cash mgmt, FX hedging, debt, banking relations, intercompany",
            "Reconciliation, scenario analysis and limit review",
            "Financial model or report with assumptions",
            "arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml, skill-financial-systems",
            "Described"
          ],
          [
            "prof-trust-estate-attorney",
            "Trust & Estate Attorney",
            "Legal materials",
            "Finance and law",
            "Wills, trusts, probate, estate tax, succession planning",
            "Source review, issue mapping and document preparation",
            "Draft for an authorized specialist",
            "beautifulsoup4, lxml, pandoc, pdfplumber, python-docx, requests, skill-legal-research, skill-contract-review",
            "Described"
          ],
          [
            "prof-tutor-curriculum",
            "Tutor / Curriculum Designer",
            "Content",
            "Research and media",
            "Subject tutoring + curriculum design (Bloom's, scaffolding, formative assess)",
            "Source review and editorial iteration",
            "Reviewable publication draft",
            "skill-content-writing",
            "Described"
          ],
          [
            "prof-universal",
            "General Profile",
            "General profile",
            "General",
            "An unspecialized source profile intended to clarify its role through dialogue and retain the chosen behavior.",
            "Clarify purpose before specialization",
            "A scoped role proposal",
            "beautifulsoup4, crawl4ai, pandoc, python-docx, trafilatura, skill-adaptive-task-routing, skill-web-research, skill-business-writing",
            "Described"
          ],
          [
            "prof-urban-planner",
            "Urban and Regional Planner",
            "Architecture",
            "Built environment",
            "Assesses land use, policy, infrastructure, stakeholders and development scenarios",
            "Requirements and interface coordination",
            "Coordinated design requirements",
            "beautifulsoup4, crawl4ai, matplotlib, numpy, pandas, pandoc, python-docx, scipy, trafilatura, skill-web-research, skill-data-analysis, skill-business-writing",
            "Described"
          ],
          [
            "prof-ux-researcher",
            "UX Researcher",
            "Product",
            "Business operations",
            "Qual + quant research: interviews, usability, surveys, analytics",
            "User research, prioritization and prototyping",
            "Requirements, prototype or research findings",
            "matplotlib, numpy, pandas, scipy, skill-data-analysis",
            "Described"
          ],
          [
            "prof-validator-operator",
            "Validator Operator (PoS chains)",
            "Infrastructure",
            "Technology",
            "Run Ethereum / Solana / Cosmos validators — uptime, slashing avoidance, MEV-boost, key custody, governance",
            "Change planning, monitoring and recovery review",
            "Change plan or operational report",
            "curl, git, jq, skill-linux-sysadmin, skill-monitoring-observability",
            "Described"
          ],
          [
            "prof-video-producer",
            "Video Producer (concept to published video, scripts, editing, distribution)",
            "Content",
            "Research and media",
            "Produces video from idea to publication: concepts and scripts, storyboards, recording and generation plans, editing and post-production direction, captions and formats per channel, and release with performance follow-up",
            "Source review and editorial iteration",
            "Reviewable publication draft",
            "Pillow, ffmpeg, ffmpeg-python, moviepy, skill-content-writing, skill-business-writing, skill-project-controls",
            "Described"
          ],
          [
            "prof-warehouse-operations-manager",
            "Warehouse Operations Manager",
            "Logistics",
            "Supply chains",
            "Runs safe receiving, storage, inventory accuracy, picking, dispatch and labour capacity",
            "Constraint-based planning and delivery tracking",
            "Transport or warehouse plan",
            "matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, statsmodels, skill-demand-supply-planning, skill-quality-management, skill-ehs-management, skill-data-analysis",
            "Described"
          ]
        ]
      }
    },
    {
      "id": "adaptation",
      "heading": "What changes the status",
      "paragraphs": [],
      "table": {
        "headers": [
          "State",
          "Required evidence"
        ],
        "rows": [
          [
            "Described",
            "Source materials describe the work"
          ],
          [
            "Adapted",
            "A profile prepared for Axiom AO architecture"
          ],
          [
            "Scenario checked",
            "A recorded professional task and its review"
          ],
          [
            "Launch available",
            "A working acquisition and launch path"
          ]
        ]
      }
    },
    {
      "id": "next",
      "heading": "Choose purpose and authority",
      "paragraphs": [
        "Use professional material to define expected work, then combine it with classification and a passport. The catalog does not launch models or create an operating organization."
      ],
      "links": [
        {
          "label": "Prepare your passport",
          "url": "https://axiomao.org/en/organization-profiles/"
        },
        {
          "label": "Choose a design route",
          "url": "https://axiomao.org/en/design-your-organization/"
        }
      ]
    },
    {
      "id": "local-research-profile",
      "heading": "A separate local research profile",
      "paragraphs": [
        "The current Axiom AO blank separately includes research-local: a manager method for supplied local Markdown/CSV sources. Its documentation reports one accepted complete scenario on Codex CLI 0.144.3, dated 15 October 2026. It covers a clean copy, a bound passport, real workers and review, acceptance, recovery in a new session and exporting the assignment.",
        "This separately adapted profile does not change the Described state of the 157 imported catalogue entries. It does not include web research or PDF/OCR; other engines and long-running use require their own validation. The website update did not rerun the reported test."
      ],
      "links": [
        {
          "label": "Implementation evidence",
          "url": "https://axiomao.org/en/implementation-and-validation/"
        }
      ]
    }
  ],
  "references": [
    {
      "label": "Professional source catalogue — EN",
      "url": "/reference/professional-profiles.en.json"
    },
    {
      "label": "Professional source catalogue — RU",
      "url": "/reference/professional-profiles.ru.json"
    },
    {
      "label": "Inspected local profile and reported scenario evidence",
      "url": "/reference/implementation-evidence.md"
    }
  ],
  "related": [
    "https://axiomao.org/en/professional-organizations/",
    "https://axiomao.org/en/organization-archetypes/",
    "https://axiomao.org/en/organization-profiles/"
  ]
}