Pipeline run
42b044f1-c74e-4b20-bbd0-77d5ddf6d370
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
Post-classification
Captured for admin review
Determining the structure and design of web pages. Ensuring user experience determines design choices. Developing features to enhance the user experience. Striking a balance between functional and aes…
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Web Developer
CASE Dslug: web-developer · id: 25 · source: db
LLM2 picked web-developer (confidence 0.85)
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
We are looking Frontend developer on Full-timeBasis. Skills Required : (HTML/CSS/Mobile Responsive) with Pixel perfection. Should have 1 years of min exp, 2 years max. We are looking for programmers with a keen eye for design for the position of front end developer. Front end developers are responsible for ensuring the alignment of web design and user experience requirements, optimizing web pages for maximum efficiency, and maintaining brand consistency across all web pages, among other duties. Front end developers are required to work in teams alongside back end developers, graphic designers, and user experience designers to ensure all elements of web creation are consistent. This requires excellent communication and interpersonal skills. Front End Developer Responsibilities: Determining the structure and design of web pages. Ensuring user experience determines design choices. Developing features to enhance the user experience. Striking a balance between functional and aesthetic design. Ensuring web design is optimized for smartphones. Building reusable code for future use. Optimizing web pages for maximum speed and scalability. Utilizing a variety of markup languages to write web pages. Maintaining brand consistency throughout the design.
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Aliases — catalog
- HTML (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Markup Language
- Vendor
- W3C
- License
- unknown
- Year introduced
- 1993
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: HTML appears in the vast majority of web/front-end job descriptions and remains a core browser standard; it is not sunset or replaced by a newer markup language.
Skill profile (library / DB)
- Skill nature
- LANGUAGE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 6
- Sub-category id
- 1467
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Pega Programming Languages & DSLs Catalog dimension db id 267
Library dimension (catalog)
Roles linked in library: Pega Developer
-
Programming Languages & Template Languages Catalog dimension db id 359
Library dimension (catalog)
Roles linked in library: Drupal Dev
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
-
Sitecore Development Languages Catalog dimension db id 438
Library dimension (catalog)
Roles linked in library: Sitecore Dev
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Pega Programming Languages & DSLs
pega-programming-languages-dsls
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
React Frontend Development
d_init_01
|
✓ | — | 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) |
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
- responsive design (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Responsive Design
- Confidence
- 0.98
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Responsive design is a standard requirement in most front-end JDs and is reinforced by mobile-first guidance in CSS frameworks and browser docs; it remains broadly adopted rather than replaced by a successor.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 1906
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Responsive and Mobile Web Design Catalog dimension db id 125
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer, Frontend Developer, React Frontend Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Responsive and Mobile Web Design
responsive-and-mobile-web-design
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
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 |
|---|---|---|---|---|---|---|
| HTML | in_db |
Pega Programming Languages & DSLs
pega-programming-languages-dsls
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| HTML | in_db |
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| HTML | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| HTML | in_db |
Sitecore Development Languages
sitecore-development-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| 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) | |
| Responsive Design | in_db |
Responsive and Mobile Web Design
responsive-and-mobile-web-design
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
Library artifacts (this run)
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": null,
"ctc": null,
"domain": {
"primary": {
"aliases": [],
"domain": "Other"
},
"secondary": null
},
"education": [],
"experience": {
"max": 2,
"min": 1,
"raw": "1 years of min exp, 2 years max"
},
"job_locations": [],
"role": "Frontend developer",
"role_aliases": [
"Front End Developer",
"Frontend Engineer",
"Web Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 9,
"heading": "Front End Developer Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Determining the structure and design",
"last_5_words": "throughout the design."
},
"text": "Determining the structure and design of web pages.\nEnsuring user experience determines design choices.\nDeveloping features to enhance the user experience.\nStriking a balance between functional and aesthetic design.\nEnsuring web design is optimized for smartphones.\nBuilding reusable code for future use.\nOptimizing web pages for maximum speed and scalability.\nUtilizing a variety of markup languages to write web pages.\nMaintaining brand consistency throughout the design.",
"word_count": 81
},
{
"bullet_count": 0,
"heading": "Skills Required",
"heading_was_present": true,
"source_marker": {
"first_5_words": "(HTML/CSS/Mobile Responsive) with",
"last_5_words": "Pixel perfection."
},
"text": "(HTML/CSS/Mobile Responsive) with Pixel perfection.",
"word_count": 9
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "HTML"
},
{
"is_primary": true,
"skill_name": "CSS"
},
{
"is_primary": true,
"skill_name": "Responsive Design"
}
],
"jd_role": {
"display_name": "Frontend developer",
"rationale": null,
"role_aliases": [
"Front End Developer",
"Frontend Engineer",
"Web Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": null,
"ctc": null,
"domain": {
"primary": {
"aliases": [],
"domain": "Other"
},
"secondary": null
},
"education": [],
"experience": {
"max": 2,
"min": 1,
"raw": "1 years of min exp, 2 years max"
},
"job_locations": [],
"role": "Frontend developer",
"role_aliases": [
"Front End Developer",
"Frontend Engineer",
"Web Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 9,
"heading": "Front End Developer Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Determining the structure and design",
"last_5_words": "throughout the design."
},
"text": "Determining the structure and design of web pages.\nEnsuring user experience determines design choices.\nDeveloping features to enhance the user experience.\nStriking a balance between functional and aesthetic design.\nEnsuring web design is optimized for smartphones.\nBuilding reusable code for future use.\nOptimizing web pages for maximum speed and scalability.\nUtilizing a variety of markup languages to write web pages.\nMaintaining brand consistency throughout the design.",
"word_count": 81
},
{
"bullet_count": 0,
"heading": "Skills Required",
"heading_was_present": true,
"source_marker": {
"first_5_words": "(HTML/CSS/Mobile Responsive) with",
"last_5_words": "Pixel perfection."
},
"text": "(HTML/CSS/Mobile Responsive) with Pixel perfection.",
"word_count": 9
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "42b044f1-c74e-4b20-bbd0-77d5ddf6d370",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"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": "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": 439,
"score": 1.0,
"slug": "frontend-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Frontend Developer",
"kra_matches": [
{
"kra_text": "Optimizes web application performance through code splitting, lazy loading, tree shaking, bundle size reduction, and Core Web Vitals improvements.",
"sentence": "Optimizing web pages for maximum speed and scalability.",
"similarity": 0.6672
},
{
"kra_text": "Maintains reusable component libraries, design system tokens, and shared UI patterns across the application to ensure visual and behavioral consistency.",
"sentence": "Maintaining brand consistency throughout the design.",
"similarity": 0.575
},
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "Ensuring user experience determines design choices.",
"similarity": 0.5745
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 0.6056,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Pega Developer",
"kra_matches": [
{
"kra_text": "user interaction design and refinement",
"sentence": "Ensuring user experience determines design choices.",
"similarity": 0.6186
},
{
"kra_text": "user interaction design and refinement",
"sentence": "Developing features to enhance the user experience.",
"similarity": 0.563
},
{
"kra_text": "user interaction design and refinement",
"sentence": "Determining the structure and design of web pages.",
"similarity": 0.4907
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 24,
"score": 0.5575,
"slug": "pega-developer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Optimizing web pages for maximum speed and scalability.",
"similarity": 0.6448
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Ensuring web design is optimized for smartphones.",
"similarity": 0.5111
},
{
"kra_text": "Implement user-facing screens and flows",
"sentence": "Developing features to enhance the user experience.",
"similarity": 0.5005
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5521,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "React Frontend Developer",
"kra_matches": [
{
"kra_text": "support responsive layouts and browser compatibility",
"sentence": "Ensuring web design is optimized for smartphones.",
"similarity": 0.5497
},
{
"kra_text": "Implement user-facing screens and interactions",
"sentence": "Developing features to enhance the user experience.",
"similarity": 0.5381
},
{
"kra_text": "support responsive layouts and browser compatibility",
"sentence": "(HTML/CSS/Mobile Responsive) with Pixel perfection.",
"similarity": 0.5339
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 89,
"score": 0.5406,
"slug": "react-frontend-developer",
"total_count": null
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": [
{
"kra_text": "UI responsiveness and performance",
"sentence": "Ensuring web design is optimized for smartphones.",
"similarity": 0.5577
},
{
"kra_text": "UI responsiveness and performance",
"sentence": "(HTML/CSS/Mobile Responsive) with Pixel perfection.",
"similarity": 0.5308
},
{
"kra_text": "UI responsiveness and performance",
"sentence": "Optimizing web pages for maximum speed and scalability.",
"similarity": 0.5113
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 90,
"score": 0.5333,
"slug": "angular-frontend-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"CSS",
"responsive design"
],
"role_id": 7,
"score": 0.6667,
"slug": "frontend-engineer",
"total_count": 3
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"CSS",
"responsive design"
],
"role_id": 90,
"score": 0.6667,
"slug": "angular-frontend-developer",
"total_count": 3
},
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"CSS",
"responsive design"
],
"role_id": 25,
"score": 0.6667,
"slug": "web-developer",
"total_count": 3
},
{
"display_name": "React Frontend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"CSS",
"responsive design"
],
"role_id": 89,
"score": 0.6667,
"slug": "react-frontend-developer",
"total_count": 3
},
{
"display_name": "Vue Frontend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"CSS",
"responsive design"
],
"role_id": 91,
"score": 0.6667,
"slug": "vue-frontend-developer",
"total_count": 3
}
]
},
"stage4_decision": {
"alias_collision_detected": true,
"case": "D",
"chosen_role": {
"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
},
"confidence": 0.85,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The Web Developer KRAs on structuring maintainable HTML/CSS layouts, cross-browser/responsive behavior, and client-side UI flows best align with the pixel-perfect, mobile-first design and UX responsibilities.",
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "LLM2 picked web-developer (confidence 0.85)",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 34,
"centroid_updated": true,
"collision_log_id": 917,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 1317,
"r_and_r_preview": "Determining the structure and design of web pages.\nEnsuring user experience determines design choices.\nDeveloping features to enhance the user experience.\nStriking a balance between functional and aes",
"role_display_name": "Web Developer",
"role_slug": "web-developer",
"status": "pending"
},
"new_skills_attached": [],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{
"alias_matches": [
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 2627,
"existing_alias_text": "HTML",
"input_term": "HTML",
"matched_canonical": {
"category_id": 6,
"display_name": "HTML",
"id": 1657,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "LANGUAGE",
"slug": "html",
"sub_category_id": 1467,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
},
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 1107,
"existing_alias_text": "CSS",
"input_term": "CSS",
"matched_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"
},
"matched_via": "alias"
},
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 1174,
"existing_alias_text": "responsive design",
"input_term": "Responsive Design",
"matched_canonical": {
"category_id": 2,
"display_name": "responsive design",
"id": 669,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "CONCEPT",
"slug": "responsive-design",
"sub_category_id": 1906,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [
{
"display_name": "Pega Developer",
"id": 24,
"rationale": null,
"role_archetype": null,
"slug": "pega-developer",
"source": "db"
},
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
},
{
"display_name": "Sitecore Dev",
"id": 233,
"rationale": null,
"role_archetype": "Engineering",
"slug": "sitecore-dev",
"source": "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"
},
{
"display_name": "Shopify Dev",
"id": 230,
"rationale": null,
"role_archetype": "Engineering",
"slug": "shopify-dev",
"source": "db"
},
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
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},
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},
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},
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{
"display_name": "Angular Frontend Developer",
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}
]
},
{
"dimension": {
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"display_name": "Responsive and Mobile Web Design",
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"rationale": "Patterns for adapting browser interfaces across screen sizes, input modes, and mobile constraints. This is a distinct cluster because frontend engineers must ensure layouts and interactions work well on phones, tablets, and desktops.",
"slug": "responsive-and-mobile-web-design",
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},
"input_skill": "Responsive Design",
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{
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},
{
"display_name": "Frontend Developer",
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},
{
"display_name": "React Frontend Developer",
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},
{
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},
{
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"role_archetype": "Engineering",
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},
{
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"role_archetype": null,
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}
]
}
],
"input_final_skills": [
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"CSS",
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],
"input_llm_skills": [
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"CSS",
"Responsive Design"
],
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"run_id": "42b044f1-c74e-4b20-bbd0-77d5ddf6d370",
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{
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}
],
"canonical": {
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{
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}
]
},
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}
]
}
],
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},
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],
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},
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}
]
}
],
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},
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],
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{
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{
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]
}
],
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}
],
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}
API 3 — final-role-output
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"rationale": "LLM2 picked web-developer (confidence 0.85)",
"role_archetype": null,
"slug": "web-developer",
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},
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{
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"tag": "in_db"
},
{
"skill": "CSS",
"tag": "in_db"
},
{
"skill": "Responsive Design",
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}
],
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"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
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},
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"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
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{
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],
"skill_dimension_saved": true,
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},
{
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"difficulty_hint": "well_known",
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},
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"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",
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}
],
"skill_dimension_saved": true,
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},
{
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},
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"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,
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},
{
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},
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