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Pipeline run

a925a613-c634-4272-afad-6cc3d48309e9

Pipeline LLM cost (USD)
API 1: $0.0035 API 2: $0.0002 API 3: $0.0000 Total: $0.0038

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · UI layout and styling
Update and style WordPress sites for client content changes, responsive design, and plugin setup, while fixing site issues and applying basic SEO updates like meta tags and descriptions.
"“Update website content based on client requests and ensure changes match the design across devices.”"
Tech stack maturity
Mainstream Modern
Web development with CSS and SEO is typically associated with current standard web practices and mature tooling rather than legacy or bleeding-edge stacks.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
Frameworks (×2):
Models / concepts (×3):
Evidence — skills matched in JD (11)
WordPress CSS SEO Advanced Custom Fields Elementor Pro Gravity Forms JetEngine Yoast SEO Drupal Adobe Experience Manager Headless CMS
Skill cluster (2 dimension groups, role-scoped)
CSS Architecture and Styling
CSS
Cross-cutting / unaligned
WordPress SEO Advanced Custom Fields Elementor Pro Gravity Forms JetEngine Yoast SEO Drupal Adobe Experience Manager Headless CMS
Show KRA description ↓
Content management • Update website content based on client requests and ensure changes match the design across devices. • Collaborate with content creators to implement new articles, images, videos, and other media. • Review client requests and identify missing information and assets or points of clarification to ensure deadlines are met. Style and design adjustments • Optimize the design for responsiveness across desktop, tablet, and mobile platforms. • Create new design templates based on current pages to enhance the visual appeal and functionality. • Adjust WordPress settings and CSS to deliver design consistency. Plugin implementation • Identify and implement necessary plugins to enhance website functionality. • Ensure plugins are regularly updated and troubleshoot any compatibility issues. • Maintain a list of approved plugins and document their usage and impact on site performance. • Common Plugins: Advanced Custom Fields, Elementor Pro, Gravity Forms, JetEngine, Yoast SEO. Troubleshooting • Diagnose and resolve WordPress errors and issues promptly. • Work closely with developers and hosting providers to address technical problems. • Implement solutions that prevent recurring issues and enhance website stability. SEO improvements • Execute SEO strategies to improve website visibility and ranking. • Implement meta titles, meta descriptions, and meta tags for images. Though this role focuses on WordPress websites, the ideal candidate will also be versatile and able to support U.S. client websites in other Content Management platforms (e.g., Drupal, Adobe Experience Manager, headless CMS architectures), as needed.

Signals

Skill full-stack-engineer
0.33
Alias web-developer
1.00
KRA web-developer
0.56
Status: completed Created: 2026-05-27T15:10:41.710172Z Updated: 2026-06-12T16:48:29.415739Z API 3 duration: 76280 ms
Flow Current 3-step pipeline

1 POST /skills/extract-from-jd

2 POST /skills/extract-details

3 POST /skills/final-role-output

Role Chosen role & resolution

Web Developer

CASE A

slug: web-developer · id: 25 · source: db

Multi-alias tie (4 roles at 1.0) resolved by TIER_B_TITLE: Web Developer

Resolution: in_db — role exists in library; skill↔dim and role↔dim links saved when applicable.

0
New skills
0
Skill↔dim saved
0
Role↔dim saved
1
Skipped

Job description

About the firm
Sikich is a global company specializing in Accounting, Advisory, and Technical professional services. With employees across the globe, Sikich ranks as one of the largest professional services companies in the United States. Our comprehensive skillsets, obtained over decades of experience as entrepreneurs, business owners and industry innovators, allow us to provide insights and transformative strategies to help strengthen every dimension of our clients’ businesses.


The Agency at Sikich is a full-service marketing team that helps companies define and design their brands, promote their products and services, and engage with key audiences mainly in the U.S. Market. The Agency works with U.S. clients from a wide variety of industries – from manufacturing and consumer products to health care and management consulting. We dream up creative campaigns to help clients raise brand awareness, promote products and services, and build commercial momentum. 


Position Summary: 
This position within The Agency at Sikich is responsible for building and maintaining client websites, specializing in WordPress-based websites. The ideal candidate will have experience working on WordPress websites and will be versatile and capable of handling a wide range of web development work – from building websites and making content and design updates to implementing plugin and making SEO improvements.


The Agency at Sikich is looking for an experienced web developer specializing in WordPress to join our dynamic team. The ideal candidate will have hands-on experience working with WordPress, showcasing a robust portfolio of projects demonstrating their proficiency in various aspects of WordPress management. This role demands a versatile professional capable of handling content updates, design adjustments, plugin implementation, and SEO improvements, all while ensuring a seamless experience across desktop, tablet, and mobile platforms. 


Job Responsibilities
Content management 
• Update website content based on client requests and ensure changes match the design across devices. 
• Collaborate with content creators to implement new articles, images, videos, and other media. 
• Review client requests and identify missing information and assets or points of clarification to ensure deadlines are met. 


Style and design adjustments 
• Optimize the design for responsiveness across desktop, tablet, and mobile platforms. 
• Create new design templates based on current pages to enhance the visual appeal and functionality. 
• Adjust WordPress settings and CSS to deliver design consistency. 


Plugin implementation 
• Identify and implement necessary plugins to enhance website functionality. 
• Ensure plugins are regularly updated and troubleshoot any compatibility issues. 
• Maintain a list of approved plugins and document their usage and impact on site performance. 
• Common Plugins: Advanced Custom Fields, Elementor Pro, Gravity Forms, JetEngine, Yoast SEO. 


Troubleshooting 
• Diagnose and resolve WordPress errors and issues promptly. 
• Work closely with developers and hosting providers to address technical problems. 
• Implement solutions that prevent recurring issues and enhance website stability. 


SEO improvements 
• Execute SEO strategies to improve website visibility and ranking. 
• Implement meta titles, meta descriptions, and meta tags for images. 


Though this role focuses on WordPress websites, the ideal candidate will also be versatile and able to support U.S. client websites in other Content Management platforms (e.g., Drupal, Adobe Experience Manager, headless CMS architectures), as needed. 


Requirements for Successful Candidate
• Minimum of 3 years of experience working with WordPress websites. 
• Proven track record of managing and updating WordPress websites. 
• Proficiency in HTML, CSS, and basic JavaScript. 
• Strong understanding of accessibility and responsive design principles. 
• Experience with SEO best practices and implementation. 
• Ability to troubleshoot and resolve technical issues efficiently. 
• Excellent communication and collaboration skills. 
• Strong organizational and time-management skills.


Preferred skills
• Experience with WordPress multisite configuration. 
• Knowledge of PHP and MySQL. 
• Familiarity with web hosting environments and CDN services. 
• Ability to create/modify custom WordPress themes and plugins. 
• Experience with non-WordPress development platforms.

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

WordPress Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Content Management Systems
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
CSS Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: CSS id=623 · css

Aliases — catalog

  • CSS (CANONICAL) primary

Context tags (catalog)

Animations BEM Bootstrap Box Model CSS Modules CSS Variables Flexbox Frameworks Grid LESS Less Media Queries Positioning PostCSS Preprocessors Pseudo-classes Responsive Design SCSS SMACSS Sass Selectors Styling Tailwind CSS Transitions Z-index animation media queries pseudo-elements responsive design styled-components

Stored enrichment (catalog DB)

Category
Language
Sub-category
Stylesheet Language
Vendor
W3C
License
unknown
Year introduced
1996
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: CSS is a core front-end skill in most web JDs and remains standard in MDN/browser docs; it’s broadly used alongside HTML/JS rather than being replaced by a successor.

Skill profile (library / DB)

Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
6
Sub-category id
486
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • CSS Architecture and Styling Catalog dimension db id 117

    Library dimension (catalog)

    Roles linked in library: Frontend Developer, Fullstack Developer, Fullstack Developer, React Frontend Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer

  • Programming Languages & Template Languages Catalog dimension db id 359

    Library dimension (catalog)

    Roles linked in library: Drupal Dev

  • Sitecore Development Languages Catalog dimension db id 438

    Library dimension (catalog)

    Roles linked in library: Sitecore Dev

  • Storefront Styling and Responsive Layout Catalog dimension db id 423

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

  • Styling and Responsive Layout Catalog dimension db id 307

    Library dimension (catalog)

    Roles linked in library: Angular Frontend Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
CSS Architecture and Styling
css-architecture-and-styling
Existing dimension (library) · Role↔dimension saved
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Storefront Styling and Responsive Layout
storefront-styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Styling and Responsive Layout
styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Advanced Custom Fields Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Advanced Custom Fields id=3085 · advanced-custom-fields

Aliases — catalog

  • Advanced Custom Fields (CANONICAL) primary

Context tags (catalog)

ACF Pro JSON API WordPress admin interface conditional logic custom fields custom templates field groups field types flexible content options pages post types repeater fields shortcodes theme integration

Stored enrichment (catalog DB)

Category
Library
Sub-category
Wordpress Field Library
Vendor
Elliot Condon
License
other_open
Year introduced
2011
Confidence
0.86
Version strategy
NOT_APPLICABLE

Maturity reasoning: ACF is widely used in WordPress jobs and agency stacks; many JDs explicitly list Advanced Custom Fields for custom theme/plugin work, indicating broad hiring-pipeline adoption.

Skill profile (library / DB)

Skill nature
LIBRARY
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
7
Sub-category id
2321
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • WordPress Ecosystem Products Catalog dimension db id 342

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Elementor Pro Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Elementor id=3084 · elementor

Aliases — catalog

  • Elementor (CANONICAL) primary

Context tags (catalog)

SEO optimization WordPress custom CSS drag-and-drop dynamic content frontend editing global settings landing pages popup builder responsive design shortcodes templates theme builder visual editor widgets

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Page Builder Framework
Vendor
Elementor Ltd.
License
other_open
Year introduced
2016
Confidence
0.88
Version strategy
NOT_APPLICABLE

Maturity reasoning: Elementor appears frequently in WordPress job postings and agency listings as a common page-builder requirement, with a large plugin install base and active GitHub/marketplace usage indicating broad adoption.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
2313
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • WordPress Ecosystem Products Catalog dimension db id 342

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
WordPress Ecosystem Products
wordpress-ecosystem-products
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
Gravity Forms Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Gravity Forms id=3086 · gravity-forms

Aliases — catalog

  • Gravity Forms (CANONICAL) primary

Context tags (catalog)

API integration GDPR compliance WordPress add-ons conditional logic custom fields data export form entries form validation multi-page forms notifications payment integration shortcodes user input webhooks

Stored enrichment (catalog DB)

Category
Tool
Sub-category
Form Builder Tool
Vendor
Rocketgenius, Inc.
License
proprietary
Year introduced
2009
Confidence
0.95
Version strategy
NOT_APPLICABLE

Maturity reasoning: Gravity Forms appears in WordPress-focused job ads and agency stacks, but JD volume is far below mainstream form platforms like Typeform or native React form libs; no broad market standardization signal.

Skill profile (library / DB)

Skill nature
TOOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
13
Sub-category id
2355
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • WordPress Ecosystem Products Catalog dimension db id 342

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JetEngine Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Content Management Systems
Sub-category
general
Skill nature
TOOL
Volatility
FAST
Typical lifespan
SHORT_LIVED
Version strategy
VERSIONED
Yoast SEO Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Yoast SEO id=3083 · yoast-seo

Aliases — catalog

  • Yoast SEO (CANONICAL) primary

Context tags (catalog)

SEO optimization SEO scoring XML sitemaps Yoast readability breadcrumbs canonical URLs content analysis focus keyword link suggestions meta tags on-page SEO readability analysis redirect manager schema markup social media integration

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Seo Framework
Vendor
Yoast
License
gpl_v3
Year introduced
2012
Confidence
0.78
Version strategy
NOT_APPLICABLE

Maturity reasoning: Yoast SEO appears in many WordPress job descriptions and agency stacks; its plugin has massive install base and remains a common SEO requirement for WP sites.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
2314
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • WordPress Ecosystem Products Catalog dimension db id 342

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SEO Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SEO id=1658 · seo

Aliases — catalog

  • SEO (CANONICAL)

Context tags (catalog)

Google Analytics SEO tools SERP algorithm updates backlinking black hat SEO content optimization keyword research local SEO meta tags off-page SEO on-page SEO rank tracking schema markup site audit white hat SEO

Stored enrichment (catalog DB)

Category
Domain
Sub-category
Search Engine Optimization
Confidence
0.98
Version strategy
NOT_APPLICABLE

Maturity reasoning: SEO appears in large volumes of marketing, content, and growth job descriptions across industries; Google Search Central and major CMS vendors continue to publish active guidance, indicating broad ongoing demand.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
37
Sub-category id
1251
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Drupal Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Content Management Systems
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Adobe Experience Manager Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Content Management Systems
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Headless CMS Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Content Management Systems
Sub-category
general
Skill nature
CONCEPT
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

All API 3 persistence rows

Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.

Skill Tag Dimension Skill↔dim Role↔dim Outcome Notes
CSS in_db
CSS Architecture and Styling
css-architecture-and-styling
Existing dimension (library) · Role↔dimension saved
CSS in_db
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
CSS in_db
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
CSS in_db
Storefront Styling and Responsive Layout
storefront-styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
CSS in_db
Styling and Responsive Layout
styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Advanced Custom Fields in_db
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Elementor Pro new
WordPress Ecosystem Products
wordpress-ecosystem-products
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
Gravity Forms in_db
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Yoast SEO in_db
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SEO in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed WordPress | type=Content Management Systems subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed JetEngine | type=Content Management Systems subtype=general nature=TOOL lifespan=SHORT_LIVED
canonical_skill_proposed Drupal | type=Content Management Systems subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed Adobe Experience Manager | type=Content Management Systems subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed Headless CMS | type=Content Management Systems subtype=general nature=CONCEPT lifespan=MULTI_YEAR
dimension_skill_link_proposed Elementor Pro ↔ WordPress Ecosystem Products
nano JD Parser — gpt-4.1-nano click to toggle
RoleWeb Developer specializing in WordPress
CompanySikich
ExperienceMinimum of 3 years of experience working with WordPress websites.
DomainIT Services & Consulting
JD type pass
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "Sikich is a global company",
      "last_5_words": "strengthen every dimension of our clients\u2019 businesses."
    },
    "text": "Sikich is a global company specializing in Accounting, Advisory, and Technical professional services. With employees across the globe, Sikich ranks as one of the largest professional services companies in the United States. Our comprehensive skillsets, obtained over decades of experience as entrepreneurs, business owners and industry innovators, allow us to provide insights and transformative strategies to help strengthen every dimension of our clients\u2019 businesses.",
    "word_count": 64
  },
  "certifications": [],
  "company_name": "Sikich",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [
        "Professional Services",
        "Consulting"
      ],
      "domain": "IT Services \u0026 Consulting"
    },
    "secondary": null
  },
  "education": [],
  "experience": {
    "max": null,
    "min": 3,
    "raw": "Minimum of 3 years of experience working with WordPress websites."
  },
  "job_locations": [],
  "role": "Web Developer specializing in WordPress",
  "role_aliases": [
    "WordPress Developer",
    "Web Developer",
    "Frontend Developer"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 15,
      "heading": "Job Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Content management \u2022 Update website",
        "last_5_words": "headless CMS architectures), as needed."
      },
      "text": "Content management \n\u2022 Update website content based on client requests and ensure changes match the design across devices. \n\u2022 Collaborate with content creators to implement new articles, images, videos, and other media. \n\u2022 Review client requests and identify missing information and assets or points of clarification to ensure deadlines are met. \n\nStyle and design adjustments \n\u2022 Optimize the design for responsiveness across desktop, tablet, and mobile platforms. \n\u2022 Create new design templates based on current pages to enhance the visual appeal and functionality. \n\u2022 Adjust WordPress settings and CSS to deliver design consistency. \n\nPlugin implementation \n\u2022 Identify and implement necessary plugins to enhance website functionality. \n\u2022 Ensure plugins are regularly updated and troubleshoot any compatibility issues. \n\u2022 Maintain a list of approved plugins and document their usage and impact on site performance. \n\u2022 Common Plugins: Advanced Custom Fields, Elementor Pro, Gravity Forms, JetEngine, Yoast SEO. \n\nTroubleshooting \n\u2022 Diagnose and resolve WordPress errors and issues promptly. \n\u2022 Work closely with developers and hosting providers to address technical problems. \n\u2022 Implement solutions that prevent recurring issues and enhance website stability. \n\nSEO improvements \n\u2022 Execute SEO strategies to improve website visibility and ranking. \n\u2022 Implement meta titles, meta descriptions, and meta tags for images. \n\nThough this role focuses on WordPress websites, the ideal candidate will also be versatile and able to support U.S. client websites in other Content Management platforms (e.g., Drupal, Adobe Experience Manager, headless CMS architectures), as needed.",
      "word_count": 366
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "WordPress"
    },
    {
      "is_primary": true,
      "skill_name": "CSS"
    },
    {
      "is_primary": false,
      "skill_name": "Advanced Custom Fields"
    },
    {
      "is_primary": false,
      "skill_name": "Elementor Pro"
    },
    {
      "is_primary": false,
      "skill_name": "Gravity Forms"
    },
    {
      "is_primary": false,
      "skill_name": "JetEngine"
    },
    {
      "is_primary": false,
      "skill_name": "Yoast SEO"
    },
    {
      "is_primary": true,
      "skill_name": "SEO"
    },
    {
      "is_primary": false,
      "skill_name": "Drupal"
    },
    {
      "is_primary": false,
      "skill_name": "Adobe Experience Manager"
    },
    {
      "is_primary": false,
      "skill_name": "Headless CMS"
    }
  ],
  "jd_role": {
    "display_name": "Web Developer specializing in WordPress",
    "rationale": null,
    "role_aliases": [
      "WordPress Developer",
      "Web Developer",
      "Frontend Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "Sikich is a global company",
        "last_5_words": "strengthen every dimension of our clients\u2019 businesses."
      },
      "text": "Sikich is a global company specializing in Accounting, Advisory, and Technical professional services. With employees across the globe, Sikich ranks as one of the largest professional services companies in the United States. Our comprehensive skillsets, obtained over decades of experience as entrepreneurs, business owners and industry innovators, allow us to provide insights and transformative strategies to help strengthen every dimension of our clients\u2019 businesses.",
      "word_count": 64
    },
    "certifications": [],
    "company_name": "Sikich",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "Professional Services",
          "Consulting"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": 3,
      "raw": "Minimum of 3 years of experience working with WordPress websites."
    },
    "job_locations": [],
    "role": "Web Developer specializing in WordPress",
    "role_aliases": [
      "WordPress Developer",
      "Web Developer",
      "Frontend Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 15,
        "heading": "Job Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Content management \u2022 Update website",
          "last_5_words": "headless CMS architectures), as needed."
        },
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  "stage4_decision": {
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}
API 2 — extract-details
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        "is_extractable": true,
        "skill_nature": "LANGUAGE",
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      "matched_via": "alias"
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      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
      "alias_persisted": false,
      "existing_alias_id": 4551,
      "existing_alias_text": "Elementor",
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      "matched_via": "embedding_alias"
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      "matched_via": "alias"
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    {
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      "matched_via": "alias"
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        "id": 96,
        "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
        "slug": "d_init_01",
        "source": "db"
      },
      "input_skill": "SEO",
      "llm_role": null,
      "roles_from_db": []
    }
  ],
  "input_final_skills": [
    "WordPress",
    "CSS",
    "Advanced Custom Fields",
    "Elementor Pro",
    "Gravity Forms",
    "JetEngine",
    "Yoast SEO",
    "SEO",
    "Drupal",
    "Adobe Experience Manager",
    "Headless CMS"
  ],
  "input_llm_skills": [
    "WordPress",
    "CSS",
    "Advanced Custom Fields",
    "Elementor Pro",
    "Gravity Forms",
    "JetEngine",
    "Yoast SEO",
    "SEO",
    "Drupal",
    "Adobe Experience Manager",
    "Headless CMS"
  ],
  "new_aliases_persisted": 0,
  "run_id": "a925a613-c634-4272-afad-6cc3d48309e9",
  "skills_detail": [
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "WordPress",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Content Management Systems",
          "skill_nature": "PLATFORM",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "wordpress",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "CSS",
          "alias_type": "CANONICAL",
          "id": 1107,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 6,
        "display_name": "CSS",
        "id": 623,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
        "slug": "css",
        "sub_category_id": 486,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "CSS Architecture and Styling",
            "id": 117,
            "rationale": "Styling systems and layout techniques used to create responsive, maintainable visual presentation in the browser. Frontend engineers need this to translate design intent into consistent interfaces.",
            "slug": "css-architecture-and-styling",
            "source": "db"
          },
          "input_skill": "CSS",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Frontend Developer",
              "id": 7,
              "rationale": null,
              "role_archetype": null,
              "slug": "frontend-engineer",
              "source": "db"
            },
            {
              "display_name": "Fullstack Developer",
              "id": 15,
              "rationale": null,
              "role_archetype": null,
              "slug": "full-stack-engineer",
              "source": "db"
            },
            {
              "display_name": "Fullstack Developer",
              "id": 435,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "fullstack-developer",
              "source": "db"
            },
            {
              "display_name": "React Frontend Developer",
              "id": 89,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "react-frontend-developer",
              "source": "db"
            },
            {
              "display_name": "Svelte Frontend Developer",
              "id": 92,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "svelte-frontend-developer",
              "source": "db"
            },
            {
              "display_name": "Vue Frontend Developer",
              "id": 91,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "vue-frontend-developer",
              "source": "db"
            },
            {
              "display_name": "Web Developer",
              "id": 25,
              "rationale": null,
              "role_archetype": null,
              "slug": "web-developer",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Programming Languages \u0026 Template Languages",
            "id": 359,
            "rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
            "slug": "programming-languages-template-languages",
            "source": "db"
          },
          "input_skill": "CSS",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Drupal Dev",
              "id": 228,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "drupal-dev",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Sitecore Development Languages",
            "id": 438,
            "rationale": "Core implementation languages and markup used to build Sitecore customizations, rendering logic, and site behavior. This is the primary authoring surface for Sitecore-specific code and templates.",
            "slug": "sitecore-development-languages",
            "source": "db"
          },
          "input_skill": "CSS",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Sitecore Dev",
              "id": 233,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "sitecore-dev",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Storefront Styling and Responsive Layout",
            "id": 423,
            "rationale": "Visual presentation work for Shopify storefronts, including layout, spacing, typography, and responsive behavior. This is a coherent cluster because theme developers must translate commerce designs into usable storefront pages.",
            "slug": "storefront-styling-and-responsive-layout",
            "source": "db"
          },
          "input_skill": "CSS",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Shopify Dev",
              "id": 230,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "shopify-dev",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Styling and Responsive Layout",
            "id": 307,
            "rationale": "Visual presentation techniques used to translate design requirements into usable Angular interfaces. This includes layout, theming, spacing, and responsive behavior across screen sizes.",
            "slug": "styling-and-responsive-layout",
            "source": "db"
          },
          "input_skill": "CSS",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Angular Frontend Developer",
              "id": 90,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "angular-frontend-developer",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "CSS",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "Advanced Custom Fields",
          "alias_type": "CANONICAL",
          "id": 4552,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 7,
        "display_name": "Advanced Custom Fields",
        "id": 3085,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LIBRARY",
        "slug": "advanced-custom-fields",
        "sub_category_id": 2321,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "WordPress Ecosystem Products",
            "id": 342,
            "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
            "slug": "wordpress-ecosystem-products",
            "source": "db"
          },
          "input_skill": "Advanced Custom Fields",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "WordPress Dev",
              "id": 227,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "wordpress-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Advanced Custom Fields",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "Elementor",
          "alias_type": "CANONICAL",
          "id": 4551,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 5,
        "display_name": "Elementor",
        "id": 3084,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
        "slug": "elementor",
        "sub_category_id": 2313,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "WordPress Ecosystem Products",
            "id": 342,
            "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
            "slug": "wordpress-ecosystem-products",
            "source": "db"
          },
          "input_skill": "Elementor Pro",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "WordPress Dev",
              "id": 227,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "wordpress-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Elementor Pro",
      "matched_via": "embedding_alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "Gravity Forms",
          "alias_type": "CANONICAL",
          "id": 4553,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 13,
        "display_name": "Gravity Forms",
        "id": 3086,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "TOOL",
        "slug": "gravity-forms",
        "sub_category_id": 2355,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "WordPress Ecosystem Products",
            "id": 342,
            "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
            "slug": "wordpress-ecosystem-products",
            "source": "db"
          },
          "input_skill": "Gravity Forms",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "WordPress Dev",
              "id": 227,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "wordpress-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Gravity Forms",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "JetEngine",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Content Management Systems",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "SHORT_LIVED",
          "version_strategy": "VERSIONED",
          "volatility": "FAST"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "jetengine",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "Yoast SEO",
          "alias_type": "CANONICAL",
          "id": 4550,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 5,
        "display_name": "Yoast SEO",
        "id": 3083,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
        "slug": "yoast-seo",
        "sub_category_id": 2314,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "WordPress Ecosystem Products",
            "id": 342,
            "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
            "slug": "wordpress-ecosystem-products",
            "source": "db"
          },
          "input_skill": "Yoast SEO",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "WordPress Dev",
              "id": 227,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "wordpress-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Yoast SEO",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "SEO",
          "alias_type": "CANONICAL",
          "id": 2628,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 37,
        "display_name": "SEO",
        "id": 1658,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "seo",
        "sub_category_id": 1251,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "SEO",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "SEO",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Drupal",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Content Management Systems",
          "skill_nature": "PLATFORM",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "drupal",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Adobe Experience Manager",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Content Management Systems",
          "skill_nature": "PLATFORM",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "adobe-experience-manager",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Headless CMS",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Content Management Systems",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "headless-cms",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "WordPress",
    "JetEngine",
    "Drupal",
    "Adobe Experience Manager",
    "Headless CMS"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Multi-alias tie (4 roles at 1.0) resolved by TIER_B_TITLE: Web Developer",
    "role_archetype": null,
    "slug": "web-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "WordPress",
      "tag": "new"
    },
    {
      "skill": "CSS",
      "tag": "in_db"
    },
    {
      "skill": "Advanced Custom Fields",
      "tag": "in_db"
    },
    {
      "skill": "Elementor Pro",
      "tag": "in_db"
    },
    {
      "skill": "Gravity Forms",
      "tag": "in_db"
    },
    {
      "skill": "JetEngine",
      "tag": "new"
    },
    {
      "skill": "Yoast SEO",
      "tag": "in_db"
    },
    {
      "skill": "SEO",
      "tag": "in_db"
    },
    {
      "skill": "Drupal",
      "tag": "new"
    },
    {
      "skill": "Adobe Experience Manager",
      "tag": "new"
    },
    {
      "skill": "Headless CMS",
      "tag": "new"
    }
  ],
  "llm_cost_api1_usd": null,
  "llm_cost_api2_usd": null,
  "llm_cost_api3_usd": null,
  "llm_cost_total_usd": null,
  "persistence": {
    "items": [
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "CSS Architecture and Styling",
          "id": 117,
          "rationale": "Styling systems and layout techniques used to create responsive, maintainable visual presentation in the browser. Frontend engineers need this to translate design intent into consistent interfaces.",
          "slug": "css-architecture-and-styling",
          "source": "db"
        },
        "dimension_id": 117,
        "input_skill": "CSS",
        "llm_role": null,
        "matched_chosen_role": true,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
        "role_dimension_saved": true,
        "roles_from_db": [
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 15,
            "rationale": null,
            "role_archetype": null,
            "slug": "full-stack-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 435,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "fullstack-developer",
            "source": "db"
          },
          {
            "display_name": "React Frontend Developer",
            "id": 89,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "react-frontend-developer",
            "source": "db"
          },
          {
            "display_name": "Svelte Frontend Developer",
            "id": 92,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "svelte-frontend-developer",
            "source": "db"
          },
          {
            "display_name": "Vue Frontend Developer",
            "id": 91,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "vue-frontend-developer",
            "source": "db"
          },
          {
            "display_name": "Web Developer",
            "id": 25,
            "rationale": null,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 623,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Programming Languages \u0026 Template Languages",
          "id": 359,
          "rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
          "slug": "programming-languages-template-languages",
          "source": "db"
        },
        "dimension_id": 359,
        "input_skill": "CSS",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Drupal Dev",
            "id": 228,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "drupal-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 623,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Sitecore Development Languages",
          "id": 438,
          "rationale": "Core implementation languages and markup used to build Sitecore customizations, rendering logic, and site behavior. This is the primary authoring surface for Sitecore-specific code and templates.",
          "slug": "sitecore-development-languages",
          "source": "db"
        },
        "dimension_id": 438,
        "input_skill": "CSS",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Sitecore Dev",
            "id": 233,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "sitecore-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 623,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Storefront Styling and Responsive Layout",
          "id": 423,
          "rationale": "Visual presentation work for Shopify storefronts, including layout, spacing, typography, and responsive behavior. This is a coherent cluster because theme developers must translate commerce designs into usable storefront pages.",
          "slug": "storefront-styling-and-responsive-layout",
          "source": "db"
        },
        "dimension_id": 423,
        "input_skill": "CSS",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Shopify Dev",
            "id": 230,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "shopify-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 623,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Styling and Responsive Layout",
          "id": 307,
          "rationale": "Visual presentation techniques used to translate design requirements into usable Angular interfaces. This includes layout, theming, spacing, and responsive behavior across screen sizes.",
          "slug": "styling-and-responsive-layout",
          "source": "db"
        },
        "dimension_id": 307,
        "input_skill": "CSS",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Angular Frontend Developer",
            "id": 90,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "angular-frontend-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 623,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "WordPress Ecosystem Products",
          "id": 342,
          "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
          "slug": "wordpress-ecosystem-products",
          "source": "db"
        },
        "dimension_id": 342,
        "input_skill": "Advanced Custom Fields",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "WordPress Dev",
            "id": 227,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "wordpress-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 3085,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "WordPress Ecosystem Products",
          "id": 342,
          "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
          "slug": "wordpress-ecosystem-products",
          "source": "db"
        },
        "dimension_id": 342,
        "input_skill": "Elementor Pro",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Skipped \u2014 no persistable v3 meta for new skill",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "WordPress Dev",
            "id": 227,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "wordpress-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": false,
        "skill_id": null,
        "skill_tag": "new",
        "skipped_reason": "skill_not_in_db_v3_proposed"
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "WordPress Ecosystem Products",
          "id": 342,
          "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
          "slug": "wordpress-ecosystem-products",
          "source": "db"
        },
        "dimension_id": 342,
        "input_skill": "Gravity Forms",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "WordPress Dev",
            "id": 227,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "wordpress-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 3086,
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        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "WordPress Ecosystem Products",
          "id": 342,
          "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
          "slug": "wordpress-ecosystem-products",
          "source": "db"
        },
        "dimension_id": 342,
        "input_skill": "Yoast SEO",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "WordPress Dev",
            "id": 227,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "wordpress-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 3083,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "React Frontend Development",
          "id": 96,
          "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
          "slug": "d_init_01",
          "source": "db"
        },
        "dimension_id": 96,
        "input_skill": "SEO",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [],
        "skill_dimension_saved": true,
        "skill_id": 1658,
        "skill_tag": "in_db",
        "skipped_reason": null
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 1
  },
  "planner_output": null,
  "run_id": "a925a613-c634-4272-afad-6cc3d48309e9"
}

LLM Calls

Every model call made for this run, in pipeline order. Click a card to see the model's response.

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