Pipeline run
821f7429-3afa-423e-9673-36ab96717d1e
Pipeline LLM cost (USD)
API 1: $0.0029
API 2: $0.0001
API 3: $0.0000
Total: $0.0030
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work
· UI/UX Design
Design user-friendly websites, wireframes, mockups and prototypes, then refine responsive layouts with developers, clients, and project managers to keep visuals consistent across devices and projects.
"Create wireframes, mockups, and prototypes to effectively communicate design ideas."
Tech stack maturity
Mainstream Modern
UI/UX design with responsive-design is a current, widely adopted practice that fits a modern but not necessarily cloud-native tech stack.
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 (3)
Responsive Design
Wireframing
Prototyping
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
Responsive Design
Wireframing
Prototyping
Show KRA description ↓
• Design and create visually appealing and user-friendly websites.
• Collaborate with the development team to ensure seamless integration of design and functionality.
• Create wireframes, mockups, and prototypes to effectively communicate design ideas.
• Stay updated on design trends, tools, and technologies to bring innovative ideas to the table.
• Implement responsive design principles to ensure a consistent user experience across devices.
• Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations.
• Collaborate with other designers to maintain a cohesive and consistent visual style across projects.
Signals
Skill
frontend-engineer
0.33
Alias
frontend-engineer
1.00
KRA
flutter-developer
0.61
Status:
completed
Created: 2026-05-27T14:39:07.530922Z
Updated: 2026-06-12T17:27:40.026327Z
API 3 duration: 3360 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
UI/UX Designer
CASE Aslug: ui-ux-designer · id: 122 · source: db
Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: UI/UX Designer
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
0
Skipped
Job description
Skills: Computer Science, Scrum, Cascading Style Sheets (CSS), Web Applications, JavaScript, oops, html, bootstrap, About Us WEBLISKA TECHNOLOGIES, a leading IT company, is on the lookout for a creative and skilled Web Designer to join our dynamic team. If you have a passion for creating visually stunning and user-friendly websites, we want to hear from you! Job Description As a Web Designer at WEBLISKA TECHNOLOGIES, you will play a crucial role in the design and development of engaging and intuitive websites. Youll work closely with cross-functional teams to transform concepts into visually appealing and functional web interfaces. Key Responsibilities • Design and create visually appealing and user-friendly websites. • Collaborate with the development team to ensure seamless integration of design and functionality. • Create wireframes, mockups, and prototypes to effectively communicate design ideas. • Stay updated on design trends, tools, and technologies to bring innovative ideas to the table. • Implement responsive design principles to ensure a consistent user experience across devices. • Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations. • Collaborate with other designers to maintain a cohesive and consistent visual style across projects. Qualifications • Any Bachelors Degree. • Proven experience as a Web Designer with a minimum of 1 year and a maximum of 5 years. • Proficient in design tools such as Adobe Creative Suite (Photoshop, Illustrator, XD) and Sketch. • Strong understanding of UX/UI principles and responsive design. • Experience with HTML, CSS, and JavaScript is a plus. • Excellent communication and collaboration skills. • Portfolio showcasing previous web design projects. Benefits • Competitive salary in the range of 3 to 6 LPA. • Positive and collaborative work environment. • Opportunities for professional growth and skill development. How To Apply If you are a creative and passionate Web Designer with a proven track record, we invite you to be part of our innovative team at WEBLISKA TECHNOLOGIES. Submit your resume, portfolio, and a cover letter explaining why you are the ideal candidate for the position to dikshant@webliska.in Join us in shaping the digital landscape with your design expertise. WEBLISKA TECHNOLOGIES is an equal-opportunity employer.
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Responsive Design
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: responsive design
id=669
· responsive-design
Aliases — catalog
- responsive design (CANONICAL) primary
Context tags (catalog)
Bootstrap
CSS Grid
CSS frameworks
Tailwind CSS
accessibility
adaptive design
adaptive layout
breakpoints
cross-browser compatibility
design patterns
em
flexbox
fluid grid
fluid layouts
grid layout
hamburger menu
media queries
mobile-first
picture element
rem
responsive images
srcset
touch targets
user experience
viewport
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 skipped (dimension not under chosen role) |
Wireframing
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
- Soft Skills
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Prototyping
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
- Soft Skills
- Sub-category
- general
- Skill nature
- PRACTICE
- 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 |
|---|---|---|---|---|---|---|
| Responsive Design | in_db |
Responsive and Mobile Web Design
responsive-and-mobile-web-design
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Wireframing | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Prototyping | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
RoleWeb Designer
CompanyWEBLISKA TECHNOLOGIES
Experienceminimum of 1 year and a maximum of 5 years
CTC{'max': 6, 'min': 3, 'raw': '3 to 6 LPA', 'period': 'annual', 'currency': 'INR'}
DomainIT Services & Consulting
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "WEBLISKA TECHNOLOGIES, a leading",
"last_5_words": "user-friendly websites, we want"
},
"text": "WEBLISKA TECHNOLOGIES, a leading IT company, is on the lookout for a creative and skilled Web Designer to join our dynamic team. If you have a passion for creating visually stunning and user-friendly websites, we want to hear from you!",
"word_count": 47
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Scrum",
"Role",
"Bootstrap",
"JavaScript",
"responsive design",
"Websites",
"HTML",
"CSS"
],
"certifications": [],
"company_name": "WEBLISKA TECHNOLOGIES",
"ctc": {
"currency": "INR",
"max": 6,
"min": 3,
"period": "annual",
"raw": "3 to 6 LPA"
},
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC/BA/BCOM - Any Discipline",
"raw": "Any Bachelors Degree.",
"requirement": "required"
}
],
"experience": {
"max": 5,
"min": 1,
"raw": "minimum of 1 year and a maximum of 5 years"
},
"job_locations": [],
"role": "Web Designer",
"role_aliases": [
"Web Designer",
"UI/UX Designer",
"Web Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 7,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design and create visually",
"last_5_words": "style across projects."
},
"text": "\u2022 Design and create visually appealing and user-friendly websites.\n\u2022 Collaborate with the development team to ensure seamless integration of design and functionality.\n\u2022 Create wireframes, mockups, and prototypes to effectively communicate design ideas.\n\u2022 Stay updated on design trends, tools, and technologies to bring innovative ideas to the table.\n\u2022 Implement responsive design principles to ensure a consistent user experience across devices.\n\u2022 Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations.\n\u2022 Collaborate with other designers to maintain a cohesive and consistent visual style across projects.",
"word_count": 92
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Responsive Design"
},
{
"is_primary": true,
"skill_name": "Wireframing"
},
{
"is_primary": true,
"skill_name": "Prototyping"
}
],
"jd_role": {
"display_name": "Web Designer",
"rationale": null,
"role_aliases": [
"Web Designer",
"UI/UX Designer",
"Web Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "WEBLISKA TECHNOLOGIES, a leading",
"last_5_words": "user-friendly websites, we want"
},
"text": "WEBLISKA TECHNOLOGIES, a leading IT company, is on the lookout for a creative and skilled Web Designer to join our dynamic team. If you have a passion for creating visually stunning and user-friendly websites, we want to hear from you!",
"word_count": 47
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Scrum",
"Role",
"Bootstrap",
"JavaScript",
"responsive design",
"Websites",
"HTML",
"CSS"
],
"certifications": [],
"company_name": "WEBLISKA TECHNOLOGIES",
"ctc": {
"currency": "INR",
"max": 6,
"min": 3,
"period": "annual",
"raw": "3 to 6 LPA"
},
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC/BA/BCOM - Any Discipline",
"raw": "Any Bachelors Degree.",
"requirement": "required"
}
],
"experience": {
"max": 5,
"min": 1,
"raw": "minimum of 1 year and a maximum of 5 years"
},
"job_locations": [],
"role": "Web Designer",
"role_aliases": [
"Web Designer",
"UI/UX Designer",
"Web Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 7,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design and create visually",
"last_5_words": "style across projects."
},
"text": "\u2022 Design and create visually appealing and user-friendly websites.\n\u2022 Collaborate with the development team to ensure seamless integration of design and functionality.\n\u2022 Create wireframes, mockups, and prototypes to effectively communicate design ideas.\n\u2022 Stay updated on design trends, tools, and technologies to bring innovative ideas to the table.\n\u2022 Implement responsive design principles to ensure a consistent user experience across devices.\n\u2022 Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations.\n\u2022 Collaborate with other designers to maintain a cohesive and consistent visual style across projects.",
"word_count": 92
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "821f7429-3afa-423e-9673-36ab96717d1e",
"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": "UI/UX Designer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 122,
"score": 1.0,
"slug": "ui-ux-designer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborate with the development team to ensure seamless integration of design and functionality.",
"similarity": 0.6964
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborate with other designers to maintain a cohesive and consistent visual style across projects.",
"similarity": 0.5909
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations.",
"similarity": 0.5466
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.6113,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations.",
"similarity": 0.6207
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Collaborate with the development team to ensure seamless integration of design and functionality.",
"similarity": 0.61
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Create wireframes, mockups, and prototypes to effectively communicate design ideas.",
"similarity": 0.5964
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.609,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": [
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "Collaborate with the development team to ensure seamless integration of design and functionality.",
"similarity": 0.6161
},
{
"kra_text": "Maintains reusable component libraries, design system tokens, and shared UI patterns across the application to ensure visual and behavioral consistency.",
"sentence": "Collaborate with other designers to maintain a cohesive and consistent visual style across projects.",
"similarity": 0.592
},
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "Create wireframes, mockups, and prototypes to effectively communicate design ideas.",
"similarity": 0.5691
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 0.5924,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": [
{
"kra_text": "collaboration with design and QA",
"sentence": "Collaborate with the development team to ensure seamless integration of design and functionality.",
"similarity": 0.6552
},
{
"kra_text": "UI responsiveness and performance",
"sentence": "Implement responsive design principles to ensure a consistent user experience across devices.",
"similarity": 0.5955
},
{
"kra_text": "collaboration with design and QA",
"sentence": "Collaborate with other designers to maintain a cohesive and consistent visual style across projects.",
"similarity": 0.5105
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 90,
"score": 0.5871,
"slug": "angular-frontend-developer",
"total_count": null
},
{
"display_name": "React Frontend Developer",
"kra_matches": [
{
"kra_text": "support responsive layouts and browser compatibility",
"sentence": "Implement responsive design principles to ensure a consistent user experience across devices.",
"similarity": 0.647
},
{
"kra_text": "translate product and design requirements",
"sentence": "Work with clients and project managers to understand project requirements and deliver designs that meet or exceed expectations.",
"similarity": 0.5437
},
{
"kra_text": "support responsive layouts and browser compatibility",
"sentence": "Design and create visually appealing and user-friendly websites.",
"similarity": 0.5065
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 89,
"score": 0.5658,
"slug": "react-frontend-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"responsive design"
],
"role_id": 7,
"score": 0.3333,
"slug": "frontend-engineer",
"total_count": 3
},
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"responsive design"
],
"role_id": 25,
"score": 0.3333,
"slug": "web-developer",
"total_count": 3
},
{
"display_name": "React Frontend Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"responsive design"
],
"role_id": 89,
"score": 0.3333,
"slug": "react-frontend-developer",
"total_count": 3
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"responsive design"
],
"role_id": 90,
"score": 0.3333,
"slug": "angular-frontend-developer",
"total_count": 3
},
{
"display_name": "Vue Frontend Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"responsive design"
],
"role_id": 91,
"score": 0.3333,
"slug": "vue-frontend-developer",
"total_count": 3
}
]
},
"stage4_decision": {
"alias_collision_detected": true,
"case": "A",
"chosen_role": {
"display_name": "UI/UX Designer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 122,
"score": 1.0,
"slug": "ui-ux-designer",
"total_count": null
},
"confidence": 0.95,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: UI/UX Designer",
"sub_role": null
},
"stage5_updates": 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": 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": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"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"
}
],
"chosen_role": {
"display_name": "UI/UX Designer",
"id": 122,
"rationale": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: UI/UX Designer",
"role_archetype": null,
"slug": "ui-ux-designer",
"source": "db"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Responsive and Mobile Web Design",
"id": 125,
"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",
"source": "db"
},
"input_skill": "Responsive Design",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"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"
}
]
}
],
"input_final_skills": [
"Responsive Design",
"Wireframing",
"Prototyping"
],
"input_llm_skills": [
"Responsive Design",
"Wireframing",
"Prototyping"
],
"new_aliases_persisted": 0,
"run_id": "821f7429-3afa-423e-9673-36ab96717d1e",
"skills_detail": [
{
"aliases_in_db": [
{
"alias_text": "responsive design",
"alias_type": "CANONICAL",
"id": 1174,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"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"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Responsive and Mobile Web Design",
"id": 125,
"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",
"source": "db"
},
"input_skill": "Responsive Design",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"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"
}
]
}
],
"input_skill": "Responsive Design",
"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": "Wireframing",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Soft Skills",
"skill_nature": "PRACTICE",
"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": "wireframing",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Prototyping",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Soft Skills",
"skill_nature": "PRACTICE",
"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": "prototyping",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Wireframing",
"Prototyping"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "UI/UX Designer",
"id": 122,
"rationale": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: UI/UX Designer",
"role_archetype": null,
"slug": "ui-ux-designer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Responsive Design",
"tag": "in_db"
},
{
"skill": "Wireframing",
"tag": "new"
},
{
"skill": "Prototyping",
"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": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Responsive and Mobile Web Design",
"id": 125,
"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",
"source": "db"
},
"dimension_id": 125,
"input_skill": "Responsive Design",
"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"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"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": 669,
"skill_tag": "in_db",
"skipped_reason": null
}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "821f7429-3afa-423e-9673-36ab96717d1e"
}
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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