Pipeline run
a925a613-c634-4272-afad-6cc3d48309e9
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Web Developer
CASE Aslug: 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.
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.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Content Management Systems
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- CSS (CANONICAL) primary
Context tags (catalog)
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) |
Aliases — catalog
- Advanced Custom Fields (CANONICAL) primary
Context tags (catalog)
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) |
Aliases — catalog
- Elementor (CANONICAL) primary
Context tags (catalog)
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
|
Aliases — catalog
- Gravity Forms (CANONICAL) primary
Context tags (catalog)
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) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Content Management Systems
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- FAST
- Typical lifespan
- SHORT_LIVED
- Version strategy
- VERSIONED
Aliases — catalog
- Yoast SEO (CANONICAL) primary
Context tags (catalog)
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) |
Aliases — catalog
- SEO (CANONICAL)
Context tags (catalog)
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) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Content Management Systems
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Content Management Systems
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- 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
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."
},
"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": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "a925a613-c634-4272-afad-6cc3d48309e9",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 25,
"score": 1.0,
"slug": "web-developer",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 1.0,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "WordPress Dev",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 227,
"score": 1.0,
"slug": "wordpress-dev",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 439,
"score": 1.0,
"slug": "frontend-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Web Developer",
"kra_matches": [
{
"kra_text": "ensure cross-browser and responsive behavior",
"sentence": "Optimize the design for responsiveness across desktop, tablet, and mobile platforms.",
"similarity": 0.6394
},
{
"kra_text": "maintain existing web features",
"sentence": "Implement solutions that prevent recurring issues and enhance website stability.",
"similarity": 0.5438
},
{
"kra_text": "maintain existing web features",
"sentence": "Identify and implement necessary plugins to enhance website functionality.",
"similarity": 0.5025
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 25,
"score": 0.5619,
"slug": "web-developer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Optimize the design for responsiveness across desktop, tablet, and mobile platforms.",
"similarity": 0.5994
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborate with content creators to implement new articles, images, videos, and other media.",
"similarity": 0.5362
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Implement solutions that prevent recurring issues and enhance website stability.",
"similarity": 0.4835
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5397,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "React Frontend Developer",
"kra_matches": [
{
"kra_text": "support responsive layouts and browser compatibility",
"sentence": "Optimize the design for responsiveness across desktop, tablet, and mobile platforms.",
"similarity": 0.6125
},
{
"kra_text": "support responsive layouts and browser compatibility",
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}
API 2 — extract-details
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{
"alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
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"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,
"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": "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.