# Lawyers

> Represent clients in criminal and civil litigation and other legal proceedings, draw up legal documents, or manage or advise clients on legal transactions. May specialize in a single area or may practice broadly in many areas of law.
- **Entity Type:** role
- **Schema Version:** role.v1
- **Soc Code:** 23-1011.00
- **Summary:** Represent clients in criminal and civil litigation and other legal proceedings, draw up legal documents, or manage or advise clients on legal transactions. May specialize in a single area or may practice broadly in many areas of law.

## Aliases

- Attorney
- Attorney General
- Counsel
- Lawyer
- Attorney at Law
- County Attorney
- District Attorney
- General Counsel
- Prosecuting Attorney
- Prosecutor
- Admiralty Lawyer
- Agency Legal Counsel

## Tasks

| Text | Type | Iwa |
| --- | --- | --- |
| Interpret laws, rulings and regulations for individuals and businesses. | Core | 4.A.4.b.6.h |
| Analyze the probable outcomes of cases, using knowledge of legal precedents. | Core | 4.A.2.a.4.h |
| Gather evidence to formulate defense or to initiate legal actions by such means as interviewing clients and witnesses to ascertain the facts of a case. | Core | 4.A.1.a.1.w |
| Present and summarize cases to judges and juries. | Supplemental | 4.A.4.a.3.a |
| Represent clients in court or before government agencies. | Core | 4.A.4.a.3.a |
| Select jurors, argue motions, meet with judges, and question witnesses during the course of a trial. | Supplemental | 4.A.1.a.1.w |
| Evaluate findings and develop strategies and arguments in preparation for presentation of cases. | Core | 4.A.2.a.4.h |
| Present evidence to defend clients or prosecute defendants in criminal or civil litigation. | Supplemental | 4.A.4.a.3.a |
| Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. | Core | 4.A.4.b.6.h |
| Examine legal data to determine advisability of defending or prosecuting lawsuit. | Core | 4.A.1.a.1.e |
| Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. | Core | 4.A.3.b.6.n |
| Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases. | Core | 4.A.1.a.1.e |

## Emerging Tasks


## Activities

| Name | Iwa |
| --- | --- |
| Prepare legal documents. | 4.A.3.b.6.n |
| Negotiate purchases or contracts. | 4.A.4.a.7.b |
| Negotiate contracts with clients or service providers. | 4.A.4.a.7.b |
| Provide legal advice to clients. | 4.A.4.b.6.h |
| Identify implications for cases from legal precedents or other legal information. | 4.A.2.a.4.h |
| Represent the interests of clients in legal proceedings. | 4.A.4.a.3.a |
| Interview claimants to get information related to legal proceedings. | 4.A.1.a.1.w |
| Research relevant legal materials to aid decision making. | 4.A.1.a.1.e |
| Meet with individuals involved in legal processes to provide information and clarify issues. | 4.A.4.a.2.i |
| Prepare documentation of legal proceedings. | 4.A.3.b.6.b |
| Arbitrate disputes between parties to resolve legal conflicts. | 4.A.4.a.7.a |
| Evaluate information related to legal matters in public or personal records. | 4.A.1.a.1.e |
| Supervise activities of other legal personnel. | 4.A.4.b.4.a |
| Manage operations, research, or logistics projects. | 4.A.4.b.4.j |
| Direct organizational operations, projects, or services. | 4.A.4.b.4.j |
| Perform administrative or clerical tasks. | 4.A.4.c.1.a |
| Draft legislation or regulations. | 4.A.2.b.4.b |

## Capabilities

| Name | Family | Value |
| --- | --- | --- |
| Law and Government | knowledge | 4.98 |
| Oral Expression | ability | 4.88 |
| English Language | knowledge | 4.66 |
| Speaking | essential_skill | 4.62 |
| Oral Comprehension | ability | 4.62 |
| Written Comprehension | ability | 4.62 |
| Reading Comprehension | essential_skill | 4.5 |
| Active Listening | essential_skill | 4.5 |
| Critical Thinking | essential_skill | 4.5 |
| Written Expression | ability | 4.5 |
| Speech Clarity | ability | 4.38 |
| Writing | essential_skill | 4.25 |
| Complex Problem Solving | transferable_skill | 4.12 |
| Judgment and Decision Making | transferable_skill | 4.12 |
| Deductive Reasoning | ability | 4.12 |
| Persuasion | transferable_skill | 4 |
| Negotiation | transferable_skill | 4 |
| Customer and Personal Service | knowledge | 4 |
| Problem Sensitivity | ability | 4 |
| Inductive Reasoning | ability | 4 |
| Information Ordering | ability | 3.88 |
| Active Learning | essential_skill | 3.75 |
| Social Perceptiveness | transferable_skill | 3.75 |
| Fluency of Ideas | ability | 3.75 |
| Originality | ability | 3.75 |
| Category Flexibility | ability | 3.75 |
| Near Vision | ability | 3.75 |
| Speech Recognition | ability | 3.75 |
| Time Management | transferable_skill | 3.62 |
| Coordination | transferable_skill | 3.5 |
| Monitoring | essential_skill | 3.38 |
| Systems Analysis | transferable_skill | 3.38 |
| Selective Attention | ability | 3.25 |
| Administrative | knowledge | 3.2 |
| Learning Strategies | essential_skill | 3.12 |
| Instructing | transferable_skill | 3.12 |
| Service Orientation | transferable_skill | 3.12 |
| Computers and Electronics | knowledge | 3.07 |
| Communications and Media | knowledge | 3.02 |
| Systems Evaluation | transferable_skill | 3 |

## Skills

| Name | Type |
| --- | --- |
| English Language | Common Skill |
| Reading Comprehension | Common Skill |
| Critical Thinking | Common Skill |
| Active Listening | Common Skill |
| Writing | Common Skill |
| Deductive Reasoning | Common Skill |
| Complex Problem Solving | Common Skill |
| Negotiation | Common Skill |
| Inductive Reasoning | Common Skill |
| Information Ordering | Specialized Skill |
| Speech Recognition | Specialized Skill |
| Social Perceptiveness | Common Skill |
| Active Learning | Common Skill |
| Time Management | Common Skill |
| Systems Analysis | Specialized Skill |
| Learning Strategies | Specialized Skill |
| Instructing | Specialized Skill |
| Microsoft Word | Common Skill |
| Microsoft Project | Specialized Skill |
| Microsoft PowerPoint | Common Skill |
| Microsoft Outlook | Common Skill |
| Microsoft Excel | Common Skill |
| Microsoft Access | Specialized Skill |
| Google Analytics | Specialized Skill |
| Adobe Acrobat | Specialized Skill |
| Visualization | Specialized Skill |
| Mathematics | Common Skill |
| Psychology | Specialized Skill |
| Tax Software | Specialized Skill |
| Microsoft Publisher | Specialized Skill |
| Microsoft Dynamics | Specialized Skill |
| LexisNexis | Specialized Skill |
| Telecommunications | Specialized Skill |
| Finger Dexterity | Common Skill |
| Depth Perception | Common Skill |
| Geography | Specialized Skill |
| Foreign Language | Common Skill |
| Chemistry | Specialized Skill |
| Biology | Specialized Skill |
| Project Management Software | Specialized Skill |

## Tools

| Example | Category | Hot | In Demand |
| --- | --- | --- | --- |
| Microsoft Office software | Office suite software | yes | yes |
| Adobe Acrobat | Document management software | yes | no |
| Google Analytics | Data mining software | yes | no |
| Microsoft Access | Data base user interface and query software | yes | no |
| Microsoft Excel | Spreadsheet software | yes | no |
| Microsoft Outlook | Electronic mail software | yes | no |
| Microsoft PowerPoint | Presentation software | yes | no |
| Microsoft Project | Project management software | yes | no |
| Microsoft Word | Word processing software | yes | no |
| SAP software | Enterprise resource planning ERP software | yes | no |
| Abacus Data Systems AbacusLaw | Data base user interface and query software | no | no |
| AbacusNext HotDocs | Document management software | no | no |
| ADC Legal Systems Perfect Practice | Data base user interface and query software | no | no |
| ADERANT Expert Matter Center | Data base user interface and query software | no | no |
| Advanced Technologies Class Act | Data base user interface and query software | no | no |
| AdvantageLaw WinVantage | Data base user interface and query software | no | no |
| Anacomp CaseLogistix | Document management software | no | no |
| Argosy Legal Systems Power Closer | Data base user interface and query software | no | no |
| Best Case Solutions Best Case Bankruptcy | Document management software | no | no |
| BQE Software BillQuick | Billing and invoicing software | no | no |
| Bridgeway eCounsel | Data base user interface and query software | no | no |
| Canyon Solutions Jcats | Project management software | no | no |
| Captaris Alchemy | Document management software | no | no |
| Catalyst Repository Systems CatalystCR | Document management software | no | no |
| Catalyst Repository Systems CatalystDR | Electronic mail software | no | no |
| Catalyst Repository Systems CatalystXE | Electronic mail software | no | no |
| Chesapeake Interlink Needles | Data base user interface and query software | no | no |
| Client Profiles Case Management | Data base user interface and query software | no | no |
| Cobblestone Systems Contract Insight | Data base user interface and query software | no | no |
| Compugov DocketView | Calendar and scheduling software | no | no |
| CompuLaw Vision | Calendar and scheduling software | no | no |
| Computer Sciences Corporation Legal Solutions Suite | Data base user interface and query software | no | no |
| Constellation Justice Systems CourtView | Project management software | no | no |
| Convex FactLogic | Analytical or scientific software | no | no |
| Corel WordPerfect Office Suite | Office suite software | no | no |
| Corporate Focus Solium Shareworks | Data base user interface and query software | no | no |
| Corporatek EnAct Platinum | Data base user interface and query software | no | no |
| Creative Data Solutions DuProcess | Data base user interface and query software | no | no |
| CrimeCog Technologies E*Justice | Data base user interface and query software | no | no |
| Crocodile Consulting Traffic Control | Data base user interface and query software | no | no |

## Work Context

| Name | Value |
| --- | --- |
| E-Mail | 4.96 |
| Telephone Conversations | 4.89 |
| Determine Tasks, Priorities and Goals | 4.76 |
| Contact With Others | 4.75 |
| Freedom to Make Decisions | 4.67 |
| Spend Time Sitting | 4.55 |
| Impact of Decisions on Co-workers or Company Results | 4.48 |
| Face-to-Face Discussions with Individuals and Within Teams | 4.44 |
| Written Letters and Memos | 4.4 |
| Importance of Being Exact or Accurate | 4.4 |
| Frequency of Decision Making | 4.21 |
| Time Pressure | 4.18 |
| Work Outcomes and Results of Other Workers | 3.9 |
| Deal With External Customers or the Public in General | 3.86 |
| Indoors, Environmentally Controlled | 3.86 |
| Consequence of Error | 3.81 |
| Coordinate or Lead Others in Accomplishing Work Activities | 3.77 |
| Level of Competition | 3.61 |
| Work With or Contribute to a Work Group or Team | 3.58 |
| Conflict Situations | 3.44 |
| Dealing With Unpleasant, Angry, or Discourteous People | 3.35 |
| Importance of Repeating Same Tasks | 2.91 |
| Public Speaking | 2.73 |
| Physical Proximity | 2.61 |
| Health and Safety of Other Workers | 2.38 |
| Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable | 2.19 |
| Spend Time Standing | 1.95 |
| Spend Time Making Repetitive Motions | 1.92 |
| In an Enclosed Vehicle or Operate Enclosed Equipment | 1.81 |
| Dealing with Violent or Physically Aggressive People | 1.71 |
| Degree of Automation | 1.44 |
| Spend Time Walking or Running | 1.38 |
| Exposed to Cramped Work Space, Awkward Positions | 1.3 |
| Exposed to Contaminants | 1.26 |
| Indoors, Not Environmentally Controlled | 1.22 |
| Outdoors, Exposed to All Weather Conditions | 1.22 |
| Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls | 1.18 |
| Outdoors, Under Cover | 1.1 |
| Spend Time Kneeling, Crouching, Stooping, or Crawling | 1.1 |
| Exposed to Disease or Infections | 1.07 |

## Preparation

- **Job Zone:** 5
- **Job Zone Name:** Job Zone Five: Extensive Preparation Needed
- **Education:** Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
- **Experience:** Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job.
- **Svp Range:** (8.0 and above)

### Education Distribution

| Label | Percentage |
| --- | --- |
| Doctoral Degree | 77.19 |
| First Professional Degree | 22.81 |

## Person Fit

| Name | Family | Value |
| --- | --- | --- |
| Dependability | work_style | 10 |
| Attention to Detail | work_style | 9 |
| Integrity | work_style | 8 |
| Cautiousness | work_style | 7 |
| Law | specific_interest_area | 6.89 |
| Intellectual Curiosity | work_style | 6 |
| Enterprising | career_interest_type | 5.51 |
| Public Speaking | specific_interest_area | 5.31 |
| Achievement Orientation | work_style | 5 |
| Conventional | career_interest_type | 4.59 |
| Investigative | career_interest_type | 4.38 |
| Management/Administration | specific_interest_area | 4.38 |
| Politics | specific_interest_area | 4.09 |
| Self-Control | work_style | 4 |
| Social | career_interest_type | 3.48 |
| Professional Advising | specific_interest_area | 3.03 |

## Related Roles

| Soc Code | Slug | Title | Tier |
| --- | --- | --- | --- |
| 23-1012.00 | role-23-1012-00 | Judicial Law Clerks | Primary-Short |
| 23-1021.00 | role-23-1021-00 | Administrative Law Judges, Adjudicators, and Hearing Officers | Primary-Short |
| 23-1023.00 | role-23-1023-00 | Judges, Magistrate Judges, and Magistrates | Primary-Short |
| 23-1022.00 | role-23-1022-00 | Arbitrators, Mediators, and Conciliators | Primary-Short |
| 13-1041.03 | role-13-1041-03 | Equal Opportunity Representatives and Officers | Primary-Short |
| 13-1031.00 | role-13-1031-00 | Claims Adjusters, Examiners, and Investigators | Primary-Long |
| 25-1112.00 | role-25-1112-00 | Law Teachers, Postsecondary | Primary-Long |
| 13-1075.00 | role-13-1075-00 | Labor Relations Specialists | Primary-Long |
| 13-2099.04 | role-13-2099-04 | Fraud Examiners, Investigators and Analysts | Primary-Long |
| 11-1011.00 | role-11-1011-00 | Chief Executives | Primary-Long |
| 23-2011.00 | role-23-2011-00 | Paralegals and Legal Assistants | Supplemental |
| 43-6012.00 | role-43-6012-00 | Legal Secretaries and Administrative Assistants | Supplemental |

## Career Clusters

| Cluster | Slug |
| --- | --- |
| Public Service & Safety | public-service-safety |

## Education Level

- **Category:** Doctoral or professional degree

## Study Programs

| Title | Slug |
| --- | --- |
| Legal Professions and Studies | legal-professions-and-studies |

## Market

- **Median Wage:** 151160
- **Mean Wage:** 182760
- **Pct10Wage:** 72780
- **Pct25Wage:** 99760
- **Pct75Wage:** 215420
- **Employment:** 747750
- **Area Title:** U.S.

## Industries


### Top

| Naics | Slug | Title | Level | Employment | Median Wage | Lq |
| --- | --- | --- | --- | --- | --- | --- |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 470370 | 150110 | 9.01 |
| 52 | 52 | Finance and Insurance | Sector | 34340 | 183920 | 1.14 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 23460 | 216440 | 1.72 |
| 56 | 56 | Administrative and Support and Waste Management and Remediation Services | Sector | 11140 | 140830 | 0.25 |
| 51 | 51 | Information | Sector | 11100 | 218380 | 0.79 |
| 81 | 81 | Other Services (except Public Administration) | Sector | 8830 | 131090 | 0.41 |
| 31-33 | 31-33 | Manufacturing | Sector | 5350 | 226130 | 0.09 |
| 62 | 62 | Health Care and Social Assistance | Sector | 5140 | 142630 | 0.05 |
| 61 | 61 | Educational Services | Sector | 4940 | 155360 | 0.07 |
| 42 | 42 | Wholesale Trade | Sector | 4780 | 205110 | 0.16 |
| 53 | 53 | Real Estate and Rental and Leasing | Sector | 4250 | 181240 | 0.37 |
| 524210 | 524210 | Insurance Agencies and Brokerages | National industry | 3790 | 166060 | 0.79 |

### Concentrated

| Naics | Slug | Title | Level | Employment | Lq |
| --- | --- | --- | --- | --- | --- |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 470370 | 9.01 |
| 221114 | 221114 | Solar Electric Power Generation | National industry | 190 | 2.81 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 23460 | 1.72 |
| 813930 | 813930 | Labor Unions and Similar Labor Organizations | National industry | 690 | 1.34 |
| 52 | 52 | Finance and Insurance | Sector | 34340 | 1.14 |
| 541720 | 541720 | Research and Development in the Social Sciences and Humanities | National industry | 320 | 1.09 |
| 51 | 51 | Information | Sector | 11100 | 0.79 |
| 524210 | 524210 | Insurance Agencies and Brokerages | National industry | 3790 | 0.79 |
- **Count:** 41

## Ai Signals

| Source | Label | Score | Scale | Release |
| --- | --- | --- | --- | --- |
| frey_osborne | Computerization probability | 0.035 | 0-1 probability | 2013-baseline-2016-employment-snapshot |
| felten_aioe | AI occupational exposure | 1.328783 | relative exposure score | 2021-plus-generative-ai-workbooks |
| felten_image_generation_aioe | Image generation occupational exposure | 1.035825 | relative exposure score | 2021-plus-generative-ai-workbooks |
| felten_language_modeling_aioe | Language modeling occupational exposure | 1.454044 | relative exposure score | 2021-plus-generative-ai-workbooks |

## Ai Outlook


### Index

- **Value:** 74
- **Percentile:** 75
- **Band:** High
- **Version:** ai-exposure-index-v1

#### Components

| Percentile | Source |
| --- | --- |
| 89 | felten_aioe |
| 71 | openai_gpts_are_gpts |
| 62 | microsoft_working_with_ai |
- **Component Count:** 3

### Exposure

| Source | Label | Value | Percentile | Band | Note |
| --- | --- | --- | --- | --- | --- |
| felten_aioe | Overall AI exposure (Felten et al.) | 1.328783 | 89 | High | How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss. |
| eloundou_gamma | LLM task exposure, γ (OpenAI / Eloundou) | 0.8500000000000001 | 71 | High | Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank. |
| microsoft_applicability | AI assistant applicability (Microsoft) | 0.18025464594517981 | 62 | Moderate | How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement. |

### Frey Historical

- **Source:** frey
- **Label:** Computerization probability (Frey & Osborne, 2013)
- **Value:** 0.035
- **Percentile:** 20
- **Band:** Low
- **Note:** A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking.
- **Teleworkable:** yes

### Eloundou

- **Alpha:** 0
- **Beta:** 0.42500000000000004
- **Gamma:** 0.8500000000000001

### Usage Tasks

| Task | Usage Percent | Importance |
| --- | --- | --- |
| Interpret laws, rulings and regulations for individuals and businesses. | 0.07138191274767983 | 4.54 |
| Analyze the probable outcomes of cases, using knowledge of legal precedents. | 0.01407096697328365 | 4.41 |
| Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. | 0.009449116507606539 | 4.27 |
| Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. | 0.00575163613506485 | 3.86 |
| Evaluate findings and develop strategies and arguments in preparation for presentation of cases. | 0.0030812336437847413 | 4.31 |
- **Usage Release:** 2026-01-15-v4-plus-2025-03-27-v2

### Bls

- **Growth Percent:** 4.1
- **Growth Percentile:** 65
- **Direction:** About average
- **Annual Openings Thousands:** 31.5
- **Annual Openings Percentile:** 85
- **Employment2024Thousands:** 864.8
- **Employment2034Thousands:** 900.7

### Sources

| Source | Version |
| --- | --- |
| bls_employment_projections | 2024-2034 |
| dingel_neiman | dingel-neiman-workathome |
| felten_aioe | felten-raj-seamans-aioe |
| frey_osborne | frey-osborne-automation |
| microsoft_working_with_ai | working-with-ai |
| openai_gpts_are_gpts | gpts-are-gpts |

## Ai Playbook

- **Trusted Task Count:** 6
- **Task Count:** 8
- **Total Sample:** 1428
- **Autonomy Median:** 4
- **Dominant Collaboration:** learning
- **Automation Share:** 24.32
- **Augmentation Share:** 69.2
- **Work Use Percent:** 41.58

### Collaboration

| Label | Percent |
| --- | --- |
| learning | 37.41 |
| task iteration | 24.96 |
| directive | 22.45 |
| validation | 6.83 |
| feedback loop | 1.87 |

### Use Case

| Label | Percent |
| --- | --- |
| personal | 48.13 |
| work | 41.58 |
| coursework | 8.27 |

### Delegated Tasks

| Task | Usage Percent | Collaboration | Autonomy Median | Sample Count |
| --- | --- | --- | --- | --- |
| Interpret laws, rulings and regulations for individuals and businesses. | 0.05160645080635079 | learning | 3 | 516 |
| Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. | 0.03370421302662833 | task iteration | 3 | 337 |
| Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. | 0.027903487935992 | learning | 4 | 279 |
| Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. | 0.01050131266408301 | directive | 4 | 105 |
| Evaluate findings and develop strategies and arguments in preparation for presentation of cases. | 0.01010126265783223 | task iteration | 4 | 101 |
| Analyze the probable outcomes of cases, using knowledge of legal precedents. | 0.005200650081260158 | directive | 4 | 52 |

### Boundary Tasks

| Task | Human Needed Percent | Sample Count |
| --- | --- | --- |
| Interpret laws, rulings and regulations for individuals and businesses. | 94.76744186046511 | 516 |
| Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. | 90.47619047619048 | 105 |
| Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. | 88.5304659498208 | 279 |
| Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. | 87.53709198813057 | 337 |
| Evaluate findings and develop strategies and arguments in preparation for presentation of cases. | 79.20792079207921 | 101 |
| Analyze the probable outcomes of cases, using knowledge of legal precedents. | 73.07692307692307 | 52 |

### Seed Prompts

| Prompt | Collaboration |
| --- | --- |
| Teach me how to interpret laws, rulings and regulations for individuals and businesses, then check my work as I try it myself. | learning |
| Let's work through this together, step by step: prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. I'll give feedback as we go. | task iteration |
| Teach me how to advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations, then check my work as I try it myself. | learning |
| Do this for me: prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. Give me a finished draft I can review and adjust. | directive |
| Let's work through this together, step by step: evaluate findings and develop strategies and arguments in preparation for presentation of cases. I'll give feedback as we go. | task iteration |
- **Release:** 2026-01-15-v4-plus-2025-03-27-v2

## Counts

- **Tasks:** 22
- **Skills:** 46
- **Capabilities:** 120
- **Tools:** 126
- **Related Roles:** 20

## Source

- **Dataset:** gold.onet_role_starter_surface
- **Version:** 30.3
- **Generated At:** 2026-06-02T21:00:32.945303+00:00
- **Content Hash:** f5aa014258d9870b