Professional profile catalog
Explore descriptive source materials by work, category and family; adaptation status is explicit.
Descriptions, not ready organizations
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.
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157 source descriptions, 28 categories, 12 families. Referenced required skills: 82; their SKILL.md files are not included.
157 descriptions
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Account Executive (B2B sales, deals, pipeline)Sales · Described
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
- Family
- Commercial work
- Methods to consider
- Needs discovery and evidence-based pipeline review
- Expected result
- Proposal and documented handover
- Tools in source material
- openpyxl, pandas, python-docx
- Referenced skill IDs
- skill-business-writing, skill-business-analysis, skill-email-triage, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-account-executive · 1.0.0
UNIVERSAL/professionals/prof-account-executive/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Accountant / BookkeeperFinance · Described
Day-to-day ledger, period close, financial statements per local GAAP/IFRS
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, python-dateutil, scipy, sqlalchemy
- Referenced skill IDs
- skill-bookkeeping, skill-tax-computation, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-accountant · 1.4.0
UNIVERSAL/professionals/prof-accountant/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
AI Safety / Alignment EngineerData · Described
Eval harnesses, red-teaming LLMs, safety guardrails, bias measurement
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- anthropic, chromadb, instructor, langchain, openai, ragas, sentence-transformers, tiktoken
- Referenced skill IDs
- skill-llm-engineering
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-ai-safety-engineer · 1.4.0
UNIVERSAL/professionals/prof-ai-safety-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Android EngineerSoftware engineering · Described
Kotlin / Jetpack Compose, Play Store, Material 3, Google Play Billing
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @expo/cli, android-tools-adb, eas-cli, openjdk-17-jdk, react-native-cli
- Referenced skill IDs
- skill-mobile-android
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-android-engineer · 1.4.0
UNIVERSAL/professionals/prof-android-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Backend EngineerSoftware engineering · Described
API services, DB schema, queue / cache / observability
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @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
- Referenced skill IDs
- skill-backend-services, skill-test-automation
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-backend-engineer · 1.4.2
UNIVERSAL/professionals/prof-backend-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Banking Systems SpecialistFinance · Described
Retail/commercial banking ops + financial messaging (XBRL, SEPA, ISO 20022, SWIFT MT, FIX)
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, duckdb, fixparser, fuzzywuzzy, numpy, openpyxl, pandas, pycountry, python-Levenshtein, python-dateutil, python-iso20022, requests, schwifty, scikit-learn, sepaxml, unidecode
- Referenced skill IDs
- skill-financial-systems, skill-kyc-cdd, skill-transaction-monitoring, skill-sanctions-screening, skill-tax-computation
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-banking-specialist · 1.4.0
UNIVERSAL/professionals/prof-banking-specialist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
BIM CoordinatorArchitecture · Described
Coordinates model information, disciplines, clashes, issues and delivery requirements
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- ifcopenshell, matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-bim-coordination, skill-project-controls, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-bim-coordinator · 1.4.0
UNIVERSAL/professionals/prof-bim-coordinator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Brand / Content StrategistMarketing · Described
Positioning, narrative, content pillars, editorial calendar
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- No separate packages specified
- Referenced skill IDs
- skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-brand-strategist · 1.4.1
UNIVERSAL/professionals/prof-brand-strategist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Vulnerability ResearcherDefensive security · Described
Assesses security within an authorized program scope and prepares findings for remediation.
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- git, semgrep
- Referenced skill IDs
- skill-security-audit, skill-code-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-bug-bounty-hunter · 1.4.0
UNIVERSAL/professionals/prof-bug-bounty-hunter/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Building ArchitectArchitecture · Described
Develops spatial, functional, regulatory and coordinated building design requirements
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- ifcopenshell, openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-bim-coordination, skill-project-controls, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-building-architect · 1.4.0
UNIVERSAL/professionals/prof-building-architect/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Business AnalystProduct · Described
Requirements elicitation, process modeling (BPMN), gap analysis
- Family
- Business operations
- Methods to consider
- User research, prioritization and prototyping
- Expected result
- Requirements, prototype or research findings
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-business-analysis, skill-data-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-business-analyst · 1.4.0
UNIVERSAL/professionals/prof-business-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Cargo / Freight AgentLogistics · Described
Handles freight requests, carrier communication and quotations.
- Family
- Supply chains
- Methods to consider
- Constraint-based planning and delivery tracking
- Expected result
- Transport or warehouse plan
- Tools in source material
- @google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, pandoc, poppler-utils, tesseract-ocr
- Referenced skill IDs
- skill-rfq-extraction, skill-email-triage, skill-pdf-extraction
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-cargo-agent · 1.4.0
UNIVERSAL/professionals/prof-cargo-agent/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Procurement Category ManagerProcurement · Described
Owns category demand, supplier market, sourcing pipeline, contracts and value delivery
- Family
- Supply chains
- Methods to consider
- Supplier comparison and obligation review
- Expected result
- Sourcing recommendation with evidence
- Tools in source material
- beautifulsoup4, openpyxl, pandas, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-strategic-sourcing, skill-supplier-management, skill-vendor-due-diligence, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-category-manager · 1.4.0
UNIVERSAL/professionals/prof-category-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
CFO / Finance DirectorFinance · Described
Financial strategy, controllership, FP&A oversight, capital allocation
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, fixparser, openpyxl, pandas, pycountry, python-iso20022, schwifty, sepaxml, sqlalchemy
- Referenced skill IDs
- skill-financial-systems, skill-bookkeeping
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-cfo · 1.4.0
UNIVERSAL/professionals/prof-cfo/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Chief of Staff (decision flow, priorities, follow-through for the director)Operations · Described
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
- Family
- Business operations
- Methods to consider
- Process mapping and exception review
- Expected result
- Operating plan and obligation register
- Tools in source material
- openpyxl, pandas, python-docx
- Referenced skill IDs
- skill-business-writing, skill-project-controls, skill-email-triage, skill-business-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-chief-of-staff · 1.0.0
UNIVERSAL/professionals/prof-chief-of-staff/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Civil EngineerArchitecture · Described
Develops and reviews civil infrastructure requirements, calculations and constructability
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-project-controls, skill-data-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-civil-engineer · 1.4.0
UNIVERSAL/professionals/prof-civil-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Clinical Research CoordinatorCompliance · Described
GCP, protocol mgmt, IRB submissions, AE/SAE, source documentation
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, poppler-utils, python-docx, scipy, tesseract-ocr
- Referenced skill IDs
- skill-clinical-evidence-operations, skill-pdf-extraction, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-clinical-research-coordinator · 1.4.0
UNIVERSAL/professionals/prof-clinical-research-coordinator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Cloud / Solutions ArchitectSoftware engineering · Described
Multi-region AWS / GCP / Azure, Well-Architected, cost optimization
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- aws-cdk, cdktf, jq, kubernetes, pulumi, python-terraform, pyyaml, unzip
- Referenced skill IDs
- skill-iac, skill-k8s
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-cloud-architect · 1.4.1
UNIVERSAL/professionals/prof-cloud-architect/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
CMO / Chief Marketing OfficerMarketing · Described
Brand, demand gen, GTM, positioning, marketing-mix, customer insights
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, scipy
- Referenced skill IDs
- skill-marketing-strategy, skill-data-analysis, skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-cmo · 1.4.1
UNIVERSAL/professionals/prof-cmo/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Community Manager (members, moderation, programs, feedback loop)Marketing · Described
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
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- matplotlib, pandas
- Referenced skill IDs
- skill-business-writing, skill-content-writing, skill-email-triage
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-community-manager · 1.0.0
UNIVERSAL/professionals/prof-community-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Compliance Officer (general)Compliance · Described
Policy framework, control self-assessment, regulatory horizon scanning, training
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- beautifulsoup4, duckdb, fuzzywuzzy, openpyxl, pandas, pandoc, pdfplumber, python-Levenshtein, python-docx, requests, unidecode
- Referenced skill IDs
- skill-internal-controls, skill-vendor-due-diligence, skill-sanctions-screening, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-compliance-officer · 1.5.0
UNIVERSAL/professionals/prof-compliance-officer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Construction Law AttorneyLegal materials · Described
Contracts (AIA / FIDIC), liens, claims, delay, surety, OSHA
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, lxml, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-legal-research, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-construction-attorney · 1.4.0
UNIVERSAL/professionals/prof-construction-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Construction EstimatorConstruction · Described
Builds auditable estimates from quantities, production assumptions and market evidence
- Family
- Built environment
- Methods to consider
- Planning, coordination and evidence review
- Expected result
- Plans, estimates and completion records
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, pdfplumber, poppler-utils, python-docx, scipy, tesseract-ocr
- Referenced skill IDs
- skill-construction-estimating, skill-pdf-extraction, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-construction-estimator · 1.4.0
UNIVERSAL/professionals/prof-construction-estimator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Construction Project ManagerConstruction · Described
Controls scope, programme, cost, contracts, risk and delivery across a construction project
- Family
- Built environment
- Methods to consider
- Planning, coordination and evidence review
- Expected result
- Plans, estimates and completion records
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, pdfplumber, python-docx, scipy
- Referenced skill IDs
- skill-project-controls, skill-contract-administration, skill-data-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-construction-project-manager · 1.4.0
UNIVERSAL/professionals/prof-construction-project-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Construction Safety ManagerHealth, safety and environment · Described
Manages construction hazards, controls, permits, inspections and incident learning
- Family
- Manufacturing
- Methods to consider
- Hazard assessment and control review
- Expected result
- Risk register and control plan
- Tools in source material
- openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-ehs-management, skill-project-controls, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-construction-safety-manager · 1.4.0
UNIVERSAL/professionals/prof-construction-safety-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Content CreatorContent · Described
Creates articles and posts, considering search discovery and social channels.
- Family
- Research and media
- Methods to consider
- Source review and editorial iteration
- Expected result
- Reviewable publication draft
- Tools in source material
- beautifulsoup4, crawl4ai, trafilatura
- Referenced skill IDs
- skill-content-writing, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-content-creator · 1.4.1
UNIVERSAL/professionals/prof-content-creator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Continuous Improvement ManagerOperations · Described
Leads evidence-based process improvement without confusing activity with realised benefit
- Family
- Business operations
- Methods to consider
- Process mapping and exception review
- Expected result
- Operating plan and obligation register
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-manufacturing-process, skill-quality-management, skill-data-analysis, skill-project-controls
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-continuous-improvement-manager · 1.4.0
UNIVERSAL/professionals/prof-continuous-improvement-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Commercial Contract ManagerProcurement · Described
Controls contract obligations, notices, changes, performance, claims and close-out
- Family
- Supply chains
- Methods to consider
- Supplier comparison and obligation review
- Expected result
- Sourcing recommendation with evidence
- Tools in source material
- openpyxl, pandas, pandoc, pdfplumber, python-docx
- Referenced skill IDs
- skill-contract-administration, skill-contract-review, skill-supplier-management, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-contract-manager · 1.4.0
UNIVERSAL/professionals/prof-contract-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Copywriter (performance)Marketing · Described
Conversion-focused copy: ads, landing, email, sales pages
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- No separate packages specified
- Referenced skill IDs
- skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-copywriter · 1.4.1
UNIVERSAL/professionals/prof-copywriter/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Corporate Counsel (in-house, general)Legal materials · Described
Contracts, corporate housekeeping, board support, regulatory triage
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-contract-review, skill-corporate-housekeeping, skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-corporate-counsel · 1.4.0
UNIVERSAL/professionals/prof-corporate-counsel/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
CPO / Chief Product OfficerProduct · Described
Product strategy, roadmap orchestration, PM org, customer-problem mastery
- Family
- Business operations
- Methods to consider
- User research, prioritization and prototyping
- Expected result
- Requirements, prototype or research findings
- Tools in source material
- openpyxl, pandas
- Referenced skill IDs
- skill-product-strategy, skill-product-discovery, skill-business-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-cpo · 1.4.0
UNIVERSAL/professionals/prof-cpo/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Criminal Defense AttorneyLegal materials · Described
Investigation phase advice, charging review, plea, trial, appeal — white-collar focus
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, pandas, pandoc, pdfplumber, poppler-utils, python-docx, requests
- Referenced skill IDs
- skill-legal-research, skill-pleading-drafting, skill-discovery-ediscovery
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-criminal-defense · 1.4.0
UNIVERSAL/professionals/prof-criminal-defense/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Web3 Grant WriterContent · Described
Prepares applications to Web3 funding programs and explains eligibility.
- Family
- Research and media
- Methods to consider
- Source review and editorial iteration
- Expected result
- Reviewable publication draft
- Tools in source material
- openpyxl, pandoc, python-docx
- Referenced skill IDs
- skill-grant-writing, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-crypto-grant-writer · 1.4.0
UNIVERSAL/professionals/prof-crypto-grant-writer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Crypto Regulatory Analyst (MiCA, AML, licensing perimeter)Compliance · Described
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
- Family
- Finance and law
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- pandas, pdfplumber, python-docx
- Referenced skill IDs
- skill-legal-research, skill-sanctions-screening, skill-business-writing, skill-gdpr-policy
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-crypto-regulatory-analyst · 1.0.0
UNIVERSAL/professionals/prof-crypto-regulatory-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Customer Success ManagerSupport · Described
Onboarding, adoption, retention, QBR, upsell — proactive (not support)
- Family
- People and service
- Methods to consider
- Request triage, resolution checks and escalation
- Expected result
- Resolved request or explicit handover
- Tools in source material
- @google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-customer-success, skill-email-triage, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-customer-success · 1.4.0
UNIVERSAL/professionals/prof-customer-success/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Customer Support (tier 1)Support · Described
Ticket triage, FAQ, refunds within policy, escalation
- Family
- People and service
- Methods to consider
- Request triage, resolution checks and escalation
- Expected result
- Resolved request or explicit handover
- Tools in source material
- @google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis
- Referenced skill IDs
- skill-email-triage, skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-customer-support · 1.4.0
UNIVERSAL/professionals/prof-customer-support/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Cybercrime Forensic AnalystDefensive security · Described
Cyber-fraud and scam investigations: correspondence analysis, account/domain/payment tracing, scam typology, victim manipulation patterns, OSINT correlation and evidence-backed reports
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- beautifulsoup4, crawl4ai, dnsutils, git, netcat-openbsd, nmap, semgrep, trafilatura, whois
- Referenced skill IDs
- skill-security-audit, skill-osint, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-cybercrime-forensic-analyst · 1.4.0
UNIVERSAL/professionals/prof-cybercrime-forensic-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Data Analyst (BI)Data · Described
SQL + dashboards + ad-hoc analysis + stakeholder reports — analyst, not modeler
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- datasette, duckdb, ibis-framework, matplotlib, numpy, pandas, plotly, polars, postgresql-client, scipy, seaborn, sqlite3, streamlit
- Referenced skill IDs
- skill-bi-dashboards, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-data-analyst · 1.4.0
UNIVERSAL/professionals/prof-data-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Data Engineer (pipelines, warehouses, data quality)Data · Described
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
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- dbt-core, duckdb, great-expectations, pandas, polars, prefect, pyarrow, sqlalchemy
- Referenced skill IDs
- skill-backend-services, skill-data-analysis, skill-sysadmin, skill-test-automation
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-data-engineer · 1.0.0
UNIVERSAL/professionals/prof-data-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Data Privacy / Tech AttorneyLegal materials · Described
GDPR, AI Act, e-Privacy, DSA/DMA, sector-specific (HIPAA, FCRA, COPPA)
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, pandas, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-gdpr-policy, skill-dpia, skill-contract-review, skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-data-privacy-attorney · 1.4.0
UNIVERSAL/professionals/prof-data-privacy-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Data ScientistData · Described
EDA, statistical analysis, hypothesis testing, viz
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- beautifulsoup4, build-essential, crawl4ai, libopenblas-dev, lightgbm, matplotlib, mlflow, numpy, optuna, pandas, scikit-learn, scipy, statsmodels, torch, trafilatura, xgboost
- Referenced skill IDs
- skill-data-analysis, skill-ml-modeling, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-data-scientist · 1.4.0
UNIVERSAL/professionals/prof-data-scientist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Database Administrator (DBA)Software engineering · Described
PostgreSQL / MySQL / Oracle / MS-SQL — tuning, backup, replication, schema migrations
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- curl, git, jq, postgresql-client, psycopg, sqlite3
- Referenced skill IDs
- skill-database-administration, skill-linux-sysadmin, skill-monitoring-observability
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-database-admin · 1.4.0
UNIVERSAL/professionals/prof-database-admin/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Demand PlannerSupply chains · Described
Produces a measured consensus demand plan with bias, uncertainty and exceptions
- Family
- Supply chains
- Methods to consider
- Demand, inventory and supplier analysis
- Expected result
- Supply plan with constraints
- Tools in source material
- datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, plotly, polars, postgresql-client, scipy, seaborn, sqlite3, statsmodels, streamlit
- Referenced skill IDs
- skill-demand-supply-planning, skill-data-analysis, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-demand-planner · 1.4.0
UNIVERSAL/professionals/prof-demand-planner/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
DevOps / SRE EngineerInfrastructure · Described
IaC, K8s, CI/CD, monitoring, incident response
- Family
- Technology
- Methods to consider
- Change planning, monitoring and recovery review
- Expected result
- Change plan or operational report
- Tools in source material
- 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
- Referenced skill IDs
- skill-iac, skill-k8s, skill-monitoring, skill-sysadmin
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-devops-sre · 1.4.1
UNIVERSAL/professionals/prof-devops-sre/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Digital Forensics ExaminerDefensive security · Described
Forensic acquisition and review of digital evidence, metadata, chain-of-custody, device/account/cloud evidence handling, evidence register and court/police-ready technical reporting
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- beautifulsoup4, crawl4ai, dnsutils, git, netcat-openbsd, nmap, semgrep, trafilatura, whois
- Referenced skill IDs
- skill-security-audit, skill-osint, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-digital-forensics-examiner · 1.4.0
UNIVERSAL/professionals/prof-digital-forensics-examiner/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Data Protection Officer (DPO)Compliance · Described
GDPR Art. 37-39 mandated role: privacy policy, RoPA, DPIA, breach response, DPA liaison
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- jinja2, pandas, pandoc, pdfplumber, python-docx
- Referenced skill IDs
- skill-gdpr-policy, skill-dpia, skill-breach-response, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-dpo · 1.4.0
UNIVERSAL/professionals/prof-dpo/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
EHS SpecialistHealth, safety and environment · Described
Manages workplace health, safety and environmental risks, evidence and improvement
- Family
- Manufacturing
- Methods to consider
- Hazard assessment and control review
- Expected result
- Risk register and control plan
- Tools in source material
- duckdb, matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-ehs-management, skill-internal-controls, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-ehs-specialist · 1.4.0
UNIVERSAL/professionals/prof-ehs-specialist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Email Marketer / Lifecycle / CRMMarketing · Described
Lifecycle automation, segmentation, deliverability, A/B testing
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- No separate packages specified
- Referenced skill IDs
- skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-email-marketer · 1.4.1
UNIVERSAL/professionals/prof-email-marketer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Embedded / Firmware EngineerSoftware engineering · Described
C/C++/Rust on MCUs, RTOS, IoT, hardware-software boundary
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @playwright/test, cypress, faker, gcc-arm-none-eabi, gdb-multiarch, git, hypothesis, pyserial, pytest, pytest-asyncio, pytest-xdist, vitest
- Referenced skill IDs
- skill-embedded-systems, skill-code-review, skill-test-automation
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-embedded-engineer · 1.4.0
UNIVERSAL/professionals/prof-embedded-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Employment / Labor AttorneyLegal materials · Described
Hiring, contracts, dismissal, discrimination, works council, collective bargaining
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-contract-review, skill-legal-research, skill-pleading-drafting
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-employment-attorney · 1.4.0
UNIVERSAL/professionals/prof-employment-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Execution Engineer (algorithmic trading systems, venue connectivity, pre-trade controls)Software engineering · Described
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
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- aiohttp, ccxt, duckdb, numpy, pandas, pydantic, pytest, websockets
- Referenced skill IDs
- skill-backend-services, skill-test-automation, skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-execution-engineer · 1.0.0
UNIVERSAL/professionals/prof-execution-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Facilities ManagerFacilities and property · Described
Controls building assets, maintenance, compliance, space, vendors and service continuity
- Family
- Built environment
- Methods to consider
- Asset registers and service planning
- Expected result
- Maintenance or occupancy plan
- Tools in source material
- openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-facilities-management, skill-supplier-management, skill-project-controls
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-facilities-manager · 1.4.0
UNIVERSAL/professionals/prof-facilities-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Family Law AttorneyLegal materials · Described
Divorce, custody, support, prenup, adoption, domestic violence
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, pandoc, python-docx, requests
- Referenced skill IDs
- skill-legal-research, skill-pleading-drafting
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-family-law-attorney · 1.4.0
UNIVERSAL/professionals/prof-family-law-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Financial Advisor / Wealth ManagerFinance · Described
Personal finance: retirement, tax-efficient investing, estate basics
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- numpy, numpy-financial, openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-financial-advice, skill-risk-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-financial-advisor · 1.4.0
UNIVERSAL/professionals/prof-financial-advisor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
FP&A AnalystFinance · Described
Budgeting, forecasting, variance, models, dashboards
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-bi-dashboards, skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-fpa-analyst · 1.4.0
UNIVERSAL/professionals/prof-fpa-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Fraud InvestigatorDefensive security · Described
Financial and identity fraud investigation: transaction timelines, counterparties, shell identities, mule/payment indicators, loss summaries and recovery/escalation packets
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- beautifulsoup4, crawl4ai, dnsutils, matplotlib, netcat-openbsd, nmap, numpy, pandas, scipy, trafilatura, whois
- Referenced skill IDs
- skill-osint, skill-web-research, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-fraud-investigator · 1.4.0
UNIVERSAL/professionals/prof-fraud-investigator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Frontend EngineerSoftware engineering · Described
React / Vue / Svelte SPA, a11y, Core Web Vitals, design systems
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @playwright/test, create-next-app, cypress, eslint, faker, hypothesis, prettier, pytest, pytest-asyncio, pytest-xdist, typescript, vite, vitest
- Referenced skill IDs
- skill-frontend-modern, skill-test-automation
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-frontend-engineer · 1.4.1
UNIVERSAL/professionals/prof-frontend-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Full-stack EngineerSoftware engineering · Described
Modern frontend + backend, TypeScript end-to-end
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- alembic, asyncpg, celery, create-next-app, eslint, fastapi, httpx, postgresql-client, prettier, pydantic, redis, redis-tools, sqlalchemy, typescript, uvicorn, vite
- Referenced skill IDs
- skill-frontend-modern, skill-backend-services
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-fullstack · 1.5.2
UNIVERSAL/professionals/prof-fullstack/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Fund Administrator (NAV, investor accounting, statements)Finance · Described
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
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- ccxt, duckdb, openpyxl, pandas, python-dateutil
- Referenced skill IDs
- skill-bookkeeping, skill-financial-systems, skill-internal-controls, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-fund-administrator · 1.0.0
UNIVERSAL/professionals/prof-fund-administrator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Game DeveloperSoftware engineering · Described
Godot/Unity logic, GDScript/C#, asset pipelines
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- blender, create-next-app, eslint, ffmpeg, git-lfs, imagemagick, matplotlib, numpy, panda3d, pandas, pillow, prettier, pygame, scipy, typescript, vite
- Referenced skill IDs
- skill-gamedev, skill-frontend-modern, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-gamedev · 1.4.0
UNIVERSAL/professionals/prof-gamedev/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Graphic Designer (brand identity, visual systems, marketing and product visuals)Marketing · Described
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
- Family
- Research and media
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- Pillow, cairosvg, fonts-dejavu, fonttools, imagemagick, inkscape
- Referenced skill IDs
- skill-content-writing, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-graphic-designer · 1.0.0
UNIVERSAL/professionals/prof-graphic-designer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Growth HackerMarketing · Described
Experimentation pipeline, funnel optimization, viral loops, referrals
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- matplotlib, numpy, pandas, scipy
- Referenced skill IDs
- skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-growth-hacker · 1.4.1
UNIVERSAL/professionals/prof-growth-hacker/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
HIPAA Privacy / Security OfficerCompliance · Described
HIPAA Privacy + Security + Breach Notification compliance for healthcare
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- duckdb, openpyxl, pandas, pandoc, pdfplumber, python-docx
- Referenced skill IDs
- skill-gdpr-policy, skill-internal-controls
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-hipaa-officer · 1.4.0
UNIVERSAL/professionals/prof-hipaa-officer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
HR / Payroll SpecialistPeople and learning · Described
Hiring docs, contracts, payroll, leave, terminations per local labor law
- Family
- People and service
- Methods to consider
- Needs assessment and structured documentation
- Expected result
- Reviewed personnel or learning materials
- Tools in source material
- openpyxl, pandas, pandoc, pdfplumber, python-dateutil, python-docx
- Referenced skill IDs
- skill-payroll, skill-contract-review, skill-gdpr-policy
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-hr-payroll · 1.4.0
UNIVERSAL/professionals/prof-hr-payroll/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Immigration AttorneyLegal materials · Described
Visas, work permits, asylum, naturalization, removal defense
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, lxml, pandoc, requests
- Referenced skill IDs
- skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-immigration-attorney · 1.4.0
UNIVERSAL/professionals/prof-immigration-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Incident Response AnalystDefensive security · Described
Security incident triage and response: scope assessment, containment plan, IOC collection, log/evidence review, attacker timeline, remediation and post-incident report
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- 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
- Referenced skill IDs
- skill-security-audit, skill-web-security, skill-osint, skill-sysadmin
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-incident-response-analyst · 1.4.0
UNIVERSAL/professionals/prof-incident-response-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Industrial EngineerManufacturing · Described
Optimises flow, capacity, layout, labour, queues and productivity using measured systems data
- Family
- Manufacturing
- Methods to consider
- Capacity planning and controlled improvement
- Expected result
- Feasible production plan
- Tools in source material
- datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, plotly, polars, postgresql-client, python-docx, scipy, seaborn, sqlite3, streamlit
- Referenced skill IDs
- skill-manufacturing-process, skill-data-analysis, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-industrial-engineer · 1.4.0
UNIVERSAL/professionals/prof-industrial-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Insolvency / Restructuring AttorneyLegal materials · Described
Bankruptcy filings, restructuring plans, creditor work-outs, cross-border insolvency
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-pleading-drafting, skill-legal-research, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-insolvency-attorney · 1.4.0
UNIVERSAL/professionals/prof-insolvency-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Insurance Underwriter / BrokerFinance · Described
Risk selection, pricing, policy structuring (P&C / specialty / health)
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, scipy
- Referenced skill IDs
- skill-insurance-underwriting, skill-risk-analysis, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-insurance-underwriter · 1.4.0
UNIVERSAL/professionals/prof-insurance-underwriter/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Internal AuditorAudit · Described
Risk-based audit plan, control testing, finding write-up, follow-up
- Family
- Cyber risk
- Methods to consider
- Risk-based control review
- Expected result
- Findings with evidence and follow-up
- Tools in source material
- beautifulsoup4, duckdb, matplotlib, numpy, openpyxl, pandas, requests, scipy
- Referenced skill IDs
- skill-internal-controls, skill-data-analysis, skill-vendor-due-diligence
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-internal-auditor · 1.4.0
UNIVERSAL/professionals/prof-internal-auditor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Inventory PlannerSupply chains · Described
Sets replenishment and safety-stock policies from service, variability and lead-time evidence
- Family
- Supply chains
- Methods to consider
- Demand, inventory and supplier analysis
- Expected result
- Supply plan with constraints
- Tools in source material
- datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, plotly, polars, postgresql-client, scipy, seaborn, sqlite3, statsmodels, streamlit
- Referenced skill IDs
- skill-demand-supply-planning, skill-data-analysis, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-inventory-planner · 1.4.0
UNIVERSAL/professionals/prof-inventory-planner/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Investigative JournalistResearch · Described
Source verification, FOIA / RTI, document analysis, OSINT for stories
- Family
- Research and media
- Methods to consider
- Question framing, source evaluation and hypothesis tests
- Expected result
- Report with sources and uncertainty
- Tools in source material
- beautifulsoup4, crawl4ai, dnsutils, netcat-openbsd, nmap, pandoc, poppler-utils, tesseract-ocr, trafilatura, whois
- Referenced skill IDs
- skill-web-research, skill-osint, skill-pdf-extraction
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-investigative-journalist · 1.4.1
UNIVERSAL/professionals/prof-investigative-journalist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Investment / M&A AnalystFinance · Described
Valuation (DCF / comparables), due diligence, deal modeling
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-investment-analyst · 1.4.1
UNIVERSAL/professionals/prof-investment-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Investor Relations Manager (reporting, communication, capital relationships)Marketing · Described
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
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- matplotlib, openpyxl, pandas, python-docx
- Referenced skill IDs
- skill-business-writing, skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-investor-relations-manager · 1.0.0
UNIVERSAL/professionals/prof-investor-relations-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
iOS EngineerSoftware engineering · Described
Swift / SwiftUI, App Store, push, in-app purchases, Apple ecosystem
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @expo/cli, android-tools-adb, eas-cli, openjdk-17-jdk, react-native-cli
- Referenced skill IDs
- skill-mobile-android
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-ios-engineer · 1.4.0
UNIVERSAL/professionals/prof-ios-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
IP Attorney (patent + trademark)Legal materials · Described
Prosecution, freedom-to-operate, infringement analysis, licensing
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, lxml, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-ip-prosecution, skill-legal-research, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-ip-attorney · 1.4.0
UNIVERSAL/professionals/prof-ip-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
IT Support Specialist (accounts, devices, access, first-line incidents)Infrastructure · Described
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
- Family
- Technology
- Methods to consider
- Change planning, monitoring and recovery review
- Expected result
- Change plan or operational report
- Tools in source material
- pandas
- Referenced skill IDs
- skill-sysadmin, skill-email-triage, skill-web-security
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-it-support-specialist · 1.0.0
UNIVERSAL/professionals/prof-it-support-specialist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
KYC / AML Compliance SpecialistCompliance · Described
Customer due diligence, sanctions screening, transaction monitoring, SAR/STR filing
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- duckdb, fuzzywuzzy, jinja2, lxml, numpy, pandas, pandoc, python-Levenshtein, python-docx, requests, scikit-learn, unidecode
- Referenced skill IDs
- skill-kyc-cdd, skill-sanctions-screening, skill-transaction-monitoring, skill-sar-drafting
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-kyc-aml · 1.4.0
UNIVERSAL/professionals/prof-kyc-aml/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Land Surveyor / Geomatics SpecialistArchitecture · Described
Plans and reviews geospatial control, boundary, topographic and setting-out information
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-data-analysis, skill-project-controls, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-land-surveyor · 1.4.0
UNIVERSAL/professionals/prof-land-surveyor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Token Offering AnalystFinance · Described
Studies allocation across token offerings within explicit constraints.
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml
- Referenced skill IDs
- skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-launchpad-allocator · 1.4.0
UNIVERSAL/professionals/prof-launchpad-allocator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Learning & Development SpecialistPeople and learning · Described
Onboarding, training programs, LMS, performance management, career frameworks
- Family
- People and service
- Methods to consider
- Needs assessment and structured documentation
- Expected result
- Reviewed personnel or learning materials
- Tools in source material
- No separate packages specified
- Referenced skill IDs
- skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-learning-development · 1.4.0
UNIVERSAL/professionals/prof-learning-development/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Litigation AttorneyLegal materials · Described
Pleadings, discovery, motions, trial prep — civil disputes
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, pandas, pandoc, pdfplumber, poppler-utils, python-docx, requests
- Referenced skill IDs
- skill-pleading-drafting, skill-discovery-ediscovery, skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-litigation-attorney · 1.4.0
UNIVERSAL/professionals/prof-litigation-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
LLM Application EngineerData · Described
Prompt engineering, RAG, agent design, eval pipelines
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- 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
- Referenced skill IDs
- skill-llm-engineering, skill-backend-services, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-llm-engineer · 1.4.0
UNIVERSAL/professionals/prof-llm-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
M&A AttorneyLegal materials · Described
Due diligence, SPA/APA drafting, regulatory clearance, closing
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-contract-review, skill-corporate-housekeeping, skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-m-and-a-attorney · 1.4.0
UNIVERSAL/professionals/prof-m-and-a-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Maintenance and Reliability ManagerManufacturing · Described
Controls asset criticality, maintenance strategy, work execution, spares and reliability
- Family
- Manufacturing
- Methods to consider
- Capacity planning and controlled improvement
- Expected result
- Feasible production plan
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, python-docx, scipy
- Referenced skill IDs
- skill-facilities-management, skill-manufacturing-process, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-maintenance-manager · 1.4.0
UNIVERSAL/professionals/prof-maintenance-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Malware Analyst / Reverse EngineerDefensive security · Described
Static/dynamic analysis, unpacking, IOC extraction
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- 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
- Referenced skill IDs
- skill-security-audit, skill-reverse-engineering, skill-pentest-recon, skill-osint
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-malware-analyst · 1.4.0
UNIVERSAL/professionals/prof-malware-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Manufacturing EngineerManufacturing · Described
Designs and improves production methods, tooling, capacity and controlled process changes
- Family
- Manufacturing
- Methods to consider
- Capacity planning and controlled improvement
- Expected result
- Feasible production plan
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, python-docx, scipy
- Referenced skill IDs
- skill-manufacturing-process, skill-quality-management, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-manufacturing-engineer · 1.4.0
UNIVERSAL/professionals/prof-manufacturing-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Market Data Engineer (feeds, storage, quality, point-in-time datasets)Data · Described
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
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- aiohttp, ccxt, duckdb, great-expectations, pandas, polars, pyarrow, sqlalchemy, websockets
- Referenced skill IDs
- skill-backend-services, skill-data-analysis, skill-sysadmin
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-market-data-engineer · 1.0.0
UNIVERSAL/professionals/prof-market-data-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Medical Coder / BillerCompliance · Described
ICD-10-CM / CPT / HCPCS / DRG coding, claims, denials
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, poppler-utils, scipy, tesseract-ocr
- Referenced skill IDs
- skill-medical-coding-quality, skill-pdf-extraction, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-medical-coder · 1.4.0
UNIVERSAL/professionals/prof-medical-coder/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
MEP CoordinatorArchitecture · Described
Coordinates mechanical, electrical and plumbing requirements, interfaces and commissioning
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- ifcopenshell, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-bim-coordination, skill-project-controls, skill-quality-management
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-mep-coordinator · 1.4.0
UNIVERSAL/professionals/prof-mep-coordinator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Transaction-ordering ResearcherSoftware engineering · Described
Studies extractable value, arbitrage and liquidations in blockchain networks within an explicit mandate.
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, git, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, semgrep, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-security-audit, skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-mev-searcher · 1.4.0
UNIVERSAL/professionals/prof-mev-searcher/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
ML EngineerData · Described
Pipeline design, model training, deployment, monitoring
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- 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
- Referenced skill IDs
- skill-ml-modeling, skill-data-analysis, skill-llm-engineering, skill-iac
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-ml-engineer · 1.4.0
UNIVERSAL/professionals/prof-ml-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Mobile EngineerSoftware engineering · Described
React Native / Flutter / native Android
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @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
- Referenced skill IDs
- skill-mobile-android, skill-backend-services, skill-frontend-modern
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-mobile-engineer · 1.4.0
UNIVERSAL/professionals/prof-mobile-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Network EngineerInfrastructure · Described
Routing, switching, VPN, firewall, traffic analysis
- Family
- Technology
- Methods to consider
- Change planning, monitoring and recovery review
- Expected result
- Change plan or operational report
- Tools in source material
- 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
- Referenced skill IDs
- skill-network-engineering, skill-sysadmin, skill-pentest-recon
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-network-engineer · 1.4.1
UNIVERSAL/professionals/prof-network-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Notarial Document SpecialistSupport · Described
Prepares acknowledgement, signing, apostille and remote-process materials for an authorized practitioner.
- Family
- People and service
- Methods to consider
- Request triage, resolution checks and escalation
- Expected result
- Resolved request or explicit handover
- Tools in source material
- pandoc, pdfplumber, poppler-utils, python-docx, tesseract-ocr
- Referenced skill IDs
- skill-notarial-workflow, skill-contract-review, skill-pdf-extraction
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-notary · 1.4.0
UNIVERSAL/professionals/prof-notary/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
On-chain Investigator (Crypto Forensics)Open-source research · Described
Wallet attribution, fund tracing, hack post-mortems, sanctions screening — Chainalysis / TRM / Arkham / Dune style
- Family
- Research and media
- Methods to consider
- Source verification and evidence correlation
- Expected result
- Evidence-backed research report
- Tools in source material
- beautifulsoup4, datasette, dnsutils, duckdb, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, requests, seaborn, sqlite3, streamlit, whois
- Referenced skill IDs
- skill-osint-investigation, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-onchain-investigator · 1.5.0
UNIVERSAL/professionals/prof-onchain-investigator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Poker Strategy AnalystFinance · Described
Studies strategies, game data and allocated-resource limits without promising returns.
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml
- Referenced skill IDs
- skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-online-poker-player · 1.4.0
UNIVERSAL/professionals/prof-online-poker-player/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Operations Manager / COO (processes, capacity, execution discipline)Operations · Described
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
- Family
- Business operations
- Methods to consider
- Process mapping and exception review
- Expected result
- Operating plan and obligation register
- Tools in source material
- matplotlib, openpyxl, pandas
- Referenced skill IDs
- skill-project-controls, skill-business-analysis, skill-business-writing, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-operations-manager · 1.0.0
UNIVERSAL/professionals/prof-operations-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Open-source Research AnalystDefensive security · Described
Researches organizations, people, domains and infrastructure through permitted open sources.
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- beautifulsoup4, crawl4ai, dnsutils, netcat-openbsd, nmap, trafilatura, whois
- Referenced skill IDs
- skill-osint, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-osint-analyst · 1.4.1
UNIVERSAL/professionals/prof-osint-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Paralegal (legal operations, documents, registers, deadlines)Legal materials · Described
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
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- openpyxl, pandas, pdfplumber, python-docx
- Referenced skill IDs
- skill-legal-research, skill-contract-review, skill-pdf-extraction, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-paralegal · 1.0.0
UNIVERSAL/professionals/prof-paralegal/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Partnerships & Business Development Manager (alliances, channels, joint value)Sales · Described
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
- Family
- Commercial work
- Methods to consider
- Needs discovery and evidence-based pipeline review
- Expected result
- Proposal and documented handover
- Tools in source material
- pandas, python-docx
- Referenced skill IDs
- skill-business-writing, skill-business-analysis, skill-contract-review, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-partnerships-manager · 1.0.0
UNIVERSAL/professionals/prof-partnerships-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Security Assessment SpecialistDefensive security · Described
Performs authorized application and network security assessment and prepares defensive reports.
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- 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
- Referenced skill IDs
- skill-security-audit, skill-pentest-recon, skill-web-security, skill-osint, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-pentester · 1.4.0
UNIVERSAL/professionals/prof-pentester/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Performance Marketer (PPC / paid)Marketing · Described
Google / Meta / TikTok / LinkedIn ads, conversion tracking, LTV/CAC
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- matplotlib, numpy, pandas, scipy
- Referenced skill IDs
- skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-performance-marketer · 1.4.1
UNIVERSAL/professionals/prof-performance-marketer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Pharma Regulatory AffairsCompliance · Described
Drug submissions (IND/NDA/BLA, MAA/CTA), labeling, pharmacovigilance
- Family
- Cyber risk
- Methods to consider
- Requirements mapping and control assessment
- Expected result
- Requirements register and assessment
- Tools in source material
- openpyxl, pandas, pandoc, poppler-utils, python-docx, tesseract-ocr
- Referenced skill IDs
- skill-pharma-regulatory-submission, skill-clinical-evidence-operations, skill-pdf-extraction
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-pharma-regulatory · 1.4.0
UNIVERSAL/professionals/prof-pharma-regulatory/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Platform EngineerInfrastructure · Described
Internal developer platforms, golden paths, tooling
- Family
- Technology
- Methods to consider
- Change planning, monitoring and recovery review
- Expected result
- Change plan or operational report
- Tools in source material
- 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
- Referenced skill IDs
- skill-iac, skill-k8s, skill-backend-services, skill-monitoring
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-platform-engineer · 1.4.1
UNIVERSAL/professionals/prof-platform-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Policy Analyst / Government RelationsResearch · Described
Legislative tracking, regulatory comments, impact assessment, lobbying
- Family
- Research and media
- Methods to consider
- Question framing, source evaluation and hypothesis tests
- Expected result
- Report with sources and uncertainty
- Tools in source material
- beautifulsoup4, crawl4ai, lxml, pandoc, requests, trafilatura
- Referenced skill IDs
- skill-legal-research, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-policy-analyst · 1.4.1
UNIVERSAL/professionals/prof-policy-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Portfolio Manager (allocation, sizing, mandate discipline)Finance · Described
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
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- duckdb, matplotlib, numpy, pandas, pyportfolioopt, riskfolio-lib, scipy
- Referenced skill IDs
- skill-financial-systems, skill-data-analysis, skill-bi-dashboards, skill-risk-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-portfolio-manager · 1.0.0
UNIVERSAL/professionals/prof-portfolio-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
PR & Communications Manager (messaging, media, announcements, crisis communication)Marketing · Described
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
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- pandas, python-docx
- Referenced skill IDs
- skill-business-writing, skill-content-writing, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-pr-communications-manager · 1.0.0
UNIVERSAL/professionals/prof-pr-communications-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Prediction Market AnalystFinance · Described
Studies event prices and probabilities within explicit constraints.
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-prediction-market-trader · 1.4.0
UNIVERSAL/professionals/prof-prediction-market-trader/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Private Investigator / Due DiligenceDefensive security · Described
Background checks, asset tracing, surveillance ethics, pre-litigation
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- beautifulsoup4, crawl4ai, dnsutils, netcat-openbsd, nmap, trafilatura, whois
- Referenced skill IDs
- skill-osint, skill-web-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-private-investigator · 1.4.0
UNIVERSAL/professionals/prof-private-investigator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Procurement / Vendor ManagerProcurement · Described
RFQ, vendor DD, contract negotiation, performance monitoring
- Family
- Supply chains
- Methods to consider
- Supplier comparison and obligation review
- Expected result
- Sourcing recommendation with evidence
- Tools in source material
- beautifulsoup4, pandas, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-vendor-due-diligence, skill-contract-review, skill-rfq-extraction
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-procurement · 1.4.0
UNIVERSAL/professionals/prof-procurement/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Product Designer (UI/UX)Product · Described
User flows, wireframes, hi-fi mockups, design systems, prototyping
- Family
- Business operations
- Methods to consider
- User research, prioritization and prototyping
- Expected result
- Requirements, prototype or research findings
- Tools in source material
- create-next-app, eslint, openpyxl, pandas, prettier, typescript, vite
- Referenced skill IDs
- skill-product-design, skill-product-discovery, skill-frontend-modern
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-product-designer · 1.4.1
UNIVERSAL/professionals/prof-product-designer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Product ManagerProduct · Described
Discovery, roadmap, OKRs, PRD, prioritization, stakeholder mgmt
- Family
- Business operations
- Methods to consider
- User research, prioritization and prototyping
- Expected result
- Requirements, prototype or research findings
- Tools in source material
- openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-product-discovery, skill-business-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-product-manager · 1.4.0
UNIVERSAL/professionals/prof-product-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Production ManagerManufacturing · Described
Owns safe daily production, staffing, schedule attainment, quality and escalation
- Family
- Manufacturing
- Methods to consider
- Capacity planning and controlled improvement
- Expected result
- Feasible production plan
- Tools in source material
- numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-manufacturing-process, skill-quality-management, skill-ehs-management, skill-project-controls
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-production-manager · 1.4.0
UNIVERSAL/professionals/prof-production-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Production PlannerManufacturing · Described
Creates feasible time-phased production plans from demand, material and capacity constraints
- Family
- Manufacturing
- Methods to consider
- Capacity planning and controlled improvement
- Expected result
- Feasible production plan
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, python-docx, scipy, statsmodels
- Referenced skill IDs
- skill-demand-supply-planning, skill-manufacturing-process, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-production-planner · 1.4.0
UNIVERSAL/professionals/prof-production-planner/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Project Manager / Scrum MasterProject management · Described
Plan, scope, risk, schedule, ceremonies, dependency mgmt
- Family
- Business operations
- Methods to consider
- Scope, risk and dependency planning
- Expected result
- Project plan and acceptance record
- Tools in source material
- openpyxl, pandas, pandoc, python-docx
- Referenced skill IDs
- skill-project-delivery, skill-business-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-project-manager · 1.4.0
UNIVERSAL/professionals/prof-project-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Prompt Engineer / LLM OptimizationData · Described
Prompt design, eval, A/B testing, retrieval, agent scaffolding
- Family
- Data and AI
- Methods to consider
- Data quality checks and reproducible analysis
- Expected result
- Dataset, analysis or model with checks
- Tools in source material
- anthropic, chromadb, instructor, langchain, openai, ragas, sentence-transformers, tiktoken
- Referenced skill IDs
- skill-llm-engineering
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-prompt-engineer · 1.4.0
UNIVERSAL/professionals/prof-prompt-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Proprietary Trading Rules AnalystFinance · Described
Studies evaluation-program rules, account limits and discipline for allocated funds.
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-prop-firm-trader · 1.4.0
UNIVERSAL/professionals/prof-prop-firm-trader/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Property ManagerFacilities and property · Described
Administers occupancy, leases, service charges, vendors, maintenance and tenant service
- Family
- Built environment
- Methods to consider
- Asset registers and service planning
- Expected result
- Maintenance or occupancy plan
- Tools in source material
- openpyxl, pandas, pandoc, pdfplumber, python-docx
- Referenced skill IDs
- skill-facilities-management, skill-contract-administration, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-property-manager · 1.4.0
UNIVERSAL/professionals/prof-property-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
QA / Test EngineerSoftware engineering · Described
Test pyramid (unit → integration → E2E), automation in CI/CD, performance + security testing gates
- Family
- Technology
- Methods to consider
- Requirements, implementation and testing
- Expected result
- Software change with test evidence
- Tools in source material
- @playwright/test, cypress, faker, httpx, hypothesis, k6, locust, mitmproxy, molotov, nikto, pytest, pytest-asyncio, pytest-xdist, requests, sqlmap, vitest, wfuzz, whatweb
- Referenced skill IDs
- skill-test-automation, skill-performance-testing, skill-web-security
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-qa-engineer · 1.4.0
UNIVERSAL/professionals/prof-qa-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Quality ManagerQuality · Described
Owns the quality system, assurance, control, audit, nonconformity and improvement evidence
- Family
- Manufacturing
- Methods to consider
- Criteria-based checks and corrective action
- Expected result
- Quality assessment and action plan
- Tools in source material
- duckdb, matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-quality-management, skill-internal-controls, skill-data-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-quality-manager · 1.4.0
UNIVERSAL/professionals/prof-quality-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Quantitative Researcher (systematic strategies, backtesting, alpha research)Finance · Described
Designs, backtests and validates systematic trading strategies with rigorous statistics; owns the research pipeline from hypothesis to deployable signal, never the live order flow
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- ccxt, duckdb, matplotlib, numpy, pandas, polars, scikit-learn, scipy, statsmodels, vectorbt
- Referenced skill IDs
- skill-data-analysis, skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-quant-researcher · 1.0.0
UNIVERSAL/professionals/prof-quant-researcher/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Quantity SurveyorConstruction · Described
Manages construction cost planning, measurement, procurement and commercial control
- Family
- Built environment
- Methods to consider
- Planning, coordination and evidence review
- Expected result
- Plans, estimates and completion records
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, pdfplumber, python-docx, scipy
- Referenced skill IDs
- skill-construction-estimating, skill-contract-administration, skill-project-controls, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-quantity-surveyor · 1.4.0
UNIVERSAL/professionals/prof-quantity-surveyor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Real Estate Agent / BrokerSales · Described
Listings, valuations (CMA), showings, offers, escrow, disclosures
- Family
- Commercial work
- Methods to consider
- Needs discovery and evidence-based pipeline review
- Expected result
- Proposal and documented handover
- Tools in source material
- beautifulsoup4, crawl4ai, openpyxl, pandoc, python-docx, trafilatura
- Referenced skill IDs
- skill-real-estate-transactions, skill-web-research, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-real-estate-agent · 1.4.0
UNIVERSAL/professionals/prof-real-estate-agent/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Real Estate AttorneyLegal materials · Described
Acquisitions, leasing, financing, title, zoning
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, jinja2, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-contract-review, skill-corporate-housekeeping, skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-real-estate-attorney · 1.4.0
UNIVERSAL/professionals/prof-real-estate-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Recruiter / Talent AcquisitionPeople and learning · Described
Sourcing, screening, candidate experience, offer negotiation
- Family
- People and service
- Methods to consider
- Needs assessment and structured documentation
- Expected result
- Reviewed personnel or learning materials
- Tools in source material
- @google-cloud/local-auth, google-auth, google-auth-oauthlib, googleapis, openpyxl, pandoc, python-docx
- Referenced skill IDs
- skill-talent-acquisition, skill-email-triage, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-recruiter · 1.4.0
UNIVERSAL/professionals/prof-recruiter/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Regulatory / Financial Services CounselLegal materials · Described
Banking/securities/insurance regulation, MiFID II, MiCA, AIFMD, MAR
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, lxml, openpyxl, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-legal-research, skill-securities-disclosure, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-regulatory-counsel · 1.5.0
UNIVERSAL/professionals/prof-regulatory-counsel/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Research AnalystResearch · Described
Researches companies, markets and trends, producing sourced reports.
- Family
- Research and media
- Methods to consider
- Question framing, source evaluation and hypothesis tests
- Expected result
- Report with sources and uncertainty
- Tools in source material
- beautifulsoup4, crawl4ai, matplotlib, numpy, pandas, pandoc, poppler-utils, scipy, tesseract-ocr, trafilatura
- Referenced skill IDs
- skill-web-research, skill-data-analysis, skill-pdf-extraction
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-research-analyst · 1.5.1
UNIVERSAL/professionals/prof-research-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Risk Manager (enterprise)Finance · Described
ERM, risk register, KRI, scenario, BCP, insurance program
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- duckdb, matplotlib, numpy, openpyxl, pandas, scipy
- Referenced skill IDs
- skill-risk-analysis, skill-internal-controls, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-risk-manager · 1.5.0
UNIVERSAL/professionals/prof-risk-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Sales Development SpecialistSales · Described
Enriches lead information and prepares personalized outreach and follow-up.
- Family
- Commercial work
- Methods to consider
- Needs discovery and evidence-based pipeline review
- Expected result
- Proposal and documented handover
- Tools in source material
- @google-cloud/local-auth, beautifulsoup4, crawl4ai, google-auth, google-auth-oauthlib, googleapis, trafilatura
- Referenced skill IDs
- skill-web-research, skill-email-triage, skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-sales-sdr · 1.4.0
UNIVERSAL/professionals/prof-sales-sdr/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Security Engineer (defensive)Defensive security · Described
AppSec / threat modeling / SAST / DAST / SBOM / secret scanning
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- git, httpx, mitmproxy, nikto, requests, semgrep, sqlmap, wfuzz, whatweb
- Referenced skill IDs
- skill-security-audit, skill-web-security
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-security-engineer · 1.4.0
UNIVERSAL/professionals/prof-security-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
SEO SpecialistMarketing · Described
Technical + content + link SEO, GSC, Core Web Vitals, schema.org
- Family
- Commercial work
- Methods to consider
- Audience research and measured experiments
- Expected result
- Campaign plan and results analysis
- Tools in source material
- beautifulsoup4, crawl4ai, trafilatura
- Referenced skill IDs
- skill-web-research, skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-seo-specialist · 1.4.1
UNIVERSAL/professionals/prof-seo-specialist/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Construction Site SupervisorConstruction · Described
Coordinates daily site work, inspections, constraints, safety and completion evidence
- Family
- Built environment
- Methods to consider
- Planning, coordination and evidence review
- Expected result
- Plans, estimates and completion records
- Tools in source material
- numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-project-controls, skill-ehs-management, skill-quality-management
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-site-supervisor · 1.4.0
UNIVERSAL/professionals/prof-site-supervisor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Smart Contract Auditor (Solidity / Move / Cairo)Defensive security · Described
Independent security audit of EVM + non-EVM smart contracts — manual review + automated tools + formal verification
- Family
- Cyber risk
- Methods to consider
- Authorized assessment and evidence review
- Expected result
- Defensive findings and remediation plan
- Tools in source material
- git, semgrep
- Referenced skill IDs
- skill-security-audit, skill-code-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-smart-contract-auditor · 1.4.0
UNIVERSAL/professionals/prof-smart-contract-auditor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Sports Market AnalystFinance · Described
Studies sporting probabilities, prices and model quality without promising winnings.
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-sports-bettor · 1.4.0
UNIVERSAL/professionals/prof-sports-bettor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Stablecoin ArchitectFinance · Described
Design + deploy new stablecoin mechanisms — CDP / algorithmic / RWA-backed / LST-backed (USDe / USDX / sDAI / GHO lineage)
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml
- Referenced skill IDs
- skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-stablecoin-architect · 1.4.0
UNIVERSAL/professionals/prof-stablecoin-architect/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Strategic Sourcing ManagerProcurement · Described
Builds category strategy, runs sourcing events and recommends auditable supplier awards
- Family
- Supply chains
- Methods to consider
- Supplier comparison and obligation review
- Expected result
- Sourcing recommendation with evidence
- Tools in source material
- beautifulsoup4, openpyxl, pandas, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-strategic-sourcing, skill-supplier-management, skill-vendor-due-diligence, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-strategic-sourcing-manager · 1.4.0
UNIVERSAL/professionals/prof-strategic-sourcing-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Structural EngineerArchitecture · Described
Reviews structural systems, loads, stability, interfaces and design evidence
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy
- Referenced skill IDs
- skill-project-controls, skill-data-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-structural-engineer · 1.4.0
UNIVERSAL/professionals/prof-structural-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Supplier Quality EngineerQuality · Described
Qualifies suppliers and resolves incoming, process and corrective-action quality risks
- Family
- Manufacturing
- Methods to consider
- Criteria-based checks and corrective action
- Expected result
- Quality assessment and action plan
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, python-docx, scipy
- Referenced skill IDs
- skill-supplier-management, skill-quality-management, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-supplier-quality-engineer · 1.4.0
UNIVERSAL/professionals/prof-supplier-quality-engineer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Supply Chain / Logistics AnalystLogistics · Described
Demand planning, inventory, supplier risk, S&OP, Incoterms
- Family
- Supply chains
- Methods to consider
- Constraint-based planning and delivery tracking
- Expected result
- Transport or warehouse plan
- Tools in source material
- matplotlib, numpy, pandas, scipy
- Referenced skill IDs
- skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-supply-chain-analyst · 1.4.0
UNIVERSAL/professionals/prof-supply-chain-analyst/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Supply Chain ManagerSupply chains · Described
Integrates demand, supply, inventory, logistics, suppliers and resilience decisions
- Family
- Supply chains
- Methods to consider
- Demand, inventory and supplier analysis
- Expected result
- Supply plan with constraints
- Tools in source material
- datasette, duckdb, ibis-framework, matplotlib, numpy, openpyxl, pandas, pandoc, plotly, polars, postgresql-client, python-docx, scipy, seaborn, sqlite3, statsmodels, streamlit
- Referenced skill IDs
- skill-demand-supply-planning, skill-supplier-management, skill-project-controls, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-supply-chain-manager · 1.4.0
UNIVERSAL/professionals/prof-supply-chain-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Tax AdvisorFinance · Described
CIT, VAT/GST, withholding, transfer pricing, treaty analysis
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- beautifulsoup4, lxml, openpyxl, pandas, pandoc, python-dateutil, requests, sqlalchemy
- Referenced skill IDs
- skill-tax-computation, skill-bookkeeping, skill-legal-research
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-tax-advisor · 1.4.0
UNIVERSAL/professionals/prof-tax-advisor/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Tax AttorneyLegal materials · Described
Structuring, controversy, transfer pricing, treaty analysis (lawyer track)
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, lxml, openpyxl, pandas, pandoc, pdfplumber, python-dateutil, python-docx, requests
- Referenced skill IDs
- skill-tax-computation, skill-legal-research, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-tax-attorney · 1.4.0
UNIVERSAL/professionals/prof-tax-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Tech Writer / Documentation EngineerContent · Described
API docs, user guides, README, runbooks, docs-as-code
- Family
- Research and media
- Methods to consider
- Source review and editorial iteration
- Expected result
- Reviewable publication draft
- Tools in source material
- No separate packages specified
- Referenced skill IDs
- skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-tech-writer · 1.5.1
UNIVERSAL/professionals/prof-tech-writer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Tokenomics DesignerFinance · Described
Design token supply / distribution / utility / vesting / sink mechanisms — game-theoretic alignment for protocols
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml
- Referenced skill IDs
- skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-tokenomics-designer · 1.4.0
UNIVERSAL/professionals/prof-tokenomics-designer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Trading Strategy ResearcherFinance · Described
Researches markets, execution, risk and portfolio structure under a mandate without guaranteeing returns.
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, datasette, duckdb, fixparser, ibis-framework, matplotlib, pandas, plotly, polars, postgresql-client, pycountry, python-iso20022, schwifty, seaborn, sepaxml, sqlite3, streamlit
- Referenced skill IDs
- skill-financial-systems, skill-bi-dashboards
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-trader · 1.5.0
UNIVERSAL/professionals/prof-trader/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Translator / Localization EngineerContent · Described
Human-quality translation + i18n engineering (ICU MessageFormat, RTL, CLDR)
- Family
- Research and media
- Methods to consider
- Source review and editorial iteration
- Expected result
- Reviewable publication draft
- Tools in source material
- pandoc, python-docx
- Referenced skill IDs
- skill-translation-localization, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-translator · 1.4.1
UNIVERSAL/professionals/prof-translator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Treasury ManagerFinance · Described
Cash mgmt, FX hedging, debt, banking relations, intercompany
- Family
- Finance and law
- Methods to consider
- Reconciliation, scenario analysis and limit review
- Expected result
- Financial model or report with assumptions
- Tools in source material
- arelle-release, fixparser, pycountry, python-iso20022, schwifty, sepaxml
- Referenced skill IDs
- skill-financial-systems
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-treasury-manager · 1.4.0
UNIVERSAL/professionals/prof-treasury-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Trust & Estate AttorneyLegal materials · Described
Wills, trusts, probate, estate tax, succession planning
- Family
- Finance and law
- Methods to consider
- Source review, issue mapping and document preparation
- Expected result
- Draft for an authorized specialist
- Tools in source material
- beautifulsoup4, lxml, pandoc, pdfplumber, python-docx, requests
- Referenced skill IDs
- skill-legal-research, skill-contract-review
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-trust-estate-attorney · 1.4.0
UNIVERSAL/professionals/prof-trust-estate-attorney/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Tutor / Curriculum DesignerContent · Described
Subject tutoring + curriculum design (Bloom's, scaffolding, formative assess)
- Family
- Research and media
- Methods to consider
- Source review and editorial iteration
- Expected result
- Reviewable publication draft
- Tools in source material
- No separate packages specified
- Referenced skill IDs
- skill-content-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-tutor-curriculum · 1.4.0
UNIVERSAL/professionals/prof-tutor-curriculum/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
General ProfileGeneral profile · Described
An unspecialized source profile intended to clarify its role through dialogue and retain the chosen behavior.
- Family
- General
- Methods to consider
- Clarify purpose before specialization
- Expected result
- A scoped role proposal
- Tools in source material
- beautifulsoup4, crawl4ai, pandoc, python-docx, trafilatura
- Referenced skill IDs
- skill-adaptive-task-routing, skill-web-research, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-universal · 1.4.0
UNIVERSAL/professionals/prof-universal/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Urban and Regional PlannerArchitecture · Described
Assesses land use, policy, infrastructure, stakeholders and development scenarios
- Family
- Built environment
- Methods to consider
- Requirements and interface coordination
- Expected result
- Coordinated design requirements
- Tools in source material
- beautifulsoup4, crawl4ai, matplotlib, numpy, pandas, pandoc, python-docx, scipy, trafilatura
- Referenced skill IDs
- skill-web-research, skill-data-analysis, skill-business-writing
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-urban-planner · 1.4.0
UNIVERSAL/professionals/prof-urban-planner/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
UX ResearcherProduct · Described
Qual + quant research: interviews, usability, surveys, analytics
- Family
- Business operations
- Methods to consider
- User research, prioritization and prototyping
- Expected result
- Requirements, prototype or research findings
- Tools in source material
- matplotlib, numpy, pandas, scipy
- Referenced skill IDs
- skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-ux-researcher · 1.4.1
UNIVERSAL/professionals/prof-ux-researcher/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Validator Operator (PoS chains)Infrastructure · Described
Run Ethereum / Solana / Cosmos validators — uptime, slashing avoidance, MEV-boost, key custody, governance
- Family
- Technology
- Methods to consider
- Change planning, monitoring and recovery review
- Expected result
- Change plan or operational report
- Tools in source material
- curl, git, jq
- Referenced skill IDs
- skill-linux-sysadmin, skill-monitoring-observability
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-validator-operator · 1.4.0
UNIVERSAL/professionals/prof-validator-operator/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Video Producer (concept to published video, scripts, editing, distribution)Content · Described
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
- Family
- Research and media
- Methods to consider
- Source review and editorial iteration
- Expected result
- Reviewable publication draft
- Tools in source material
- Pillow, ffmpeg, ffmpeg-python, moviepy
- Referenced skill IDs
- skill-content-writing, skill-business-writing, skill-project-controls
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-video-producer · 1.0.0
UNIVERSAL/professionals/prof-video-producer/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
Warehouse Operations ManagerLogistics · Described
Runs safe receiving, storage, inventory accuracy, picking, dispatch and labour capacity
- Family
- Supply chains
- Methods to consider
- Constraint-based planning and delivery tracking
- Expected result
- Transport or warehouse plan
- Tools in source material
- matplotlib, numpy, openpyxl, pandas, pandoc, python-docx, scipy, statsmodels
- Referenced skill IDs
- skill-demand-supply-planning, skill-quality-management, skill-ehs-management, skill-data-analysis
- Ask the owner when
- Escalate missing inputs, unclear authority, failed criteria or irreversible external actions.
Methods and expected outputs are editorial adaptation starting points, not recorded professional task results.
Source and adaptation dependencies
UNIVERSAL · prof-warehouse-operations-manager · 1.4.0
UNIVERSAL/professionals/prof-warehouse-operations-manager/professional.json
Source role, manifest and readiness definitions were inspected; readiness was not executed. Platform image, authorization and service-bridge are source dependencies to adapt, not requirements of the profession.
What changes the status
| State | Required evidence |
|---|---|
| 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 |
Choose purpose and authority
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.
A separate local research profile
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.
Sources & context
- Professional source catalogue — EN
- Professional source catalogue — RU
- Inspected local profile and reported scenario evidence
Reference edition 0.1 · 2026-10-15. Read the editorial method.