Pipeline run
b7c0286f-917e-45e4-850a-2ed312d4d207
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
Develop, enhance, document, and maintain application features. From concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals worki…
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
UI/UX Designer
domain · Tech-Adjacent CASE DOMAINslug: ui-ux-designer · id: 122 · source: db
Domain=Tech-Adjacent; The JD is centered on UX/UI design work such as wireframes, mock-ups, prototypes, user advocacy, and design decisions, with some adjacent development responsibilities.
Matched skills
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
Skills: User Experience Design, User Interface Design, Wireframing, Prototyping, Interaction Design, Visual Design, Usability Testing, Responsive Design, Company Overview SSS Placement & Staffing Solutions is a specialized recruitment and staffing services provider catering to businesses across various industries. With a focus on matching the right talent to the right job opportunities, we ensure a good fit for both employers and job seekers. Located in Coimbatore, our team of 11-50 employees is dedicated to offering tailored staffing solutions for temporary, permanent, and contract positions. For more information, visit our website at https://sssstaffingcbe.in/. Job Overview We are seeking a Mid-Level UX UI Developer with 4-6 years of experience to join our team in Coimbatore. This is a full-time position where the candidate will be responsible for designing and enhancing user experiences and interfaces. The ideal candidate must possess strong skills in user experience design, user interface design, and visual design. Qualifications And Skills Key Responsibilities: Develop, enhance, document, and maintain application features. From concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences. Create wireframes, mock-ups, and prototypes that effectively communicate interaction and design ideas. Should have experience in test driven development or come up t0 speed in twelve weeks. Must participate in design, code, and test Inspections throughout product life cycle to contribute technical expertise and to identify issues For teams without a Product owner, performs this staff member's duties, including interviewing business liaisons to write the functional requirements Supply work breakdowns, estimates and status updates to project and engagement management Understand technical project priorities, implementation dependencies, risks and issues Lead EPICs in our agile development process, requiring coordination, direction and mentorship of multiple development resources Lead development scrum groups, taking responsibility for the outcome of multiple stories across several developers Engage in story planning, negotiating between PM, DEV and QA to derive appropriate stories based on fair compromises between original specifications, technical design, and testing possibilities Participate and develop code as part of a unified development group, working the whole technological stack between platform and UI concerns Lead development team in architecture and design of new features Experience of working with Agile (Scrum/Kanban) and thorough knowledge of DevOps Ability to learn new technologies and adapt quickly. Ability to articulate design decisions and advocate for the user. Qualifications Bachelor's degree in Computer Science, IT, or a related field. 3+ years of experience in software development Java Script, React JS, Type Script, Redux, HTML, CSS. Good to have Azure/AWS certification. Strong understanding of object-oriented programming concepts and design patterns. Proficiency in design tools such as Sketch, Figma, or Adobe XD. Strong understanding of SOLID principles, OOP concepts, and best practices. Strong understanding of user-centered design principles and methodologies. Experience with SQL Server or other relational database management systems. Experience in Test Driven Development is a definite plus. Familiarity with agile software development methodologies and tools. Excellent problem-solving skills and ability to work independently and as part of a team. Strong communication and interpersonal skills.
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
- Agile (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Agile
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Agile appears in a large share of software job descriptions and is a standard hiring-pipeline requirement; Scrum/Kanban are commonly listed alongside it, showing broad market adoption.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3594
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
-
Software Concepts, Patterns & Practices Catalog dimension db id 478
Library dimension (catalog)
Roles linked in library: Engineering Manager
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) |
|
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- Scrum (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Scrum
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Scrum appears in a large share of agile project-management and product-owner job descriptions, and Scrum Alliance/PSM certifications are widely requested in hiring pipelines.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3627
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
-
Software Concepts, Patterns & Practices Catalog dimension db id 478
Library dimension (catalog)
Roles linked in library: Engineering Manager
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) |
|
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | 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
- Soft Skills
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- DevOps (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Devops Methodology
- Confidence
- 0.97
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: DevOps appears in a large share of software and platform engineering job descriptions, often alongside CI/CD, Kubernetes, and cloud tooling; it is a standard hiring-pipeline keyword rather than a niche specialty.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 922
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
CI/CD Pipeline Platforms Catalog dimension db id 150
Library dimension (catalog)
Roles linked in library: DevOps Engineer
-
Deployment and Release Patterns Catalog dimension db id 140
Library dimension (catalog)
Roles linked in library: Cloud Architect
-
Infrastructure as Code Catalog dimension db id 132
Library dimension (catalog)
Roles linked in library: Cloud Architect, DevOps Engineer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
CI/CD Pipeline Platforms
ci-cd-pipeline-platforms
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Deployment and Release Patterns
deployment-and-release-patterns
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Infrastructure as Code
infrastructure-as-code
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- Test‐Driven Development (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Test Driven Development
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Common hiring-pipeline expectation in software JDs; many roles explicitly ask for TDD or unit/integration testing practices, and it remains a standard Agile/XP methodology rather than a sunset technology.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3631
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Software Concepts, Patterns & Practices Catalog dimension db id 478
Library dimension (catalog)
Roles linked in library: Engineering Manager
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
— | — |
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
|
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 |
|---|---|---|---|---|---|---|
| Agile | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Agile | in_db |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Scrum | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Scrum | in_db |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| DevOps | in_db |
CI/CD Pipeline Platforms
ci-cd-pipeline-platforms
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| DevOps | in_db |
Deployment and Release Patterns
deployment-and-release-patterns
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| DevOps | in_db |
Infrastructure as Code
infrastructure-as-code
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Test-Driven Development | new |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
— | — | Skipped — no persistable v3 meta for new skill | skill_not_in_db_v3_proposed |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Kanban | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| dimension_skill_link_proposed | Test-Driven Development ↔ Software Concepts, Patterns & Practices |
nano JD Parser — gpt-4.1-nano click to toggle
Certifications
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "SSS Placement \u0026 Staffing Solutions",
"last_5_words": "temporary, permanent, and contract positions."
},
"text": "SSS Placement \u0026 Staffing Solutions is a specialized recruitment and staffing services provider catering to businesses across various industries. With a focus on matching the right talent to the right job opportunities, we ensure a good fit for both employers and job seekers. Located in Coimbatore, our team of 11-50 employees is dedicated to offering tailored staffing solutions for temporary, permanent, and contract positions.",
"word_count": 64
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"SQL Server",
"AWS",
"Scrum",
"design patterns",
"Agile",
"SOLID",
"DevOps",
"Azure",
"Java",
"SQL",
"responsive design",
"Redux",
"Provider",
"HTML",
"goals",
"React",
"CSS"
],
"certifications": [
"Azure/AWS certification"
],
"company_name": "SSS Placement \u0026 Staffing Solutions",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science / IT (or related)",
"raw": "Bachelor\u0027s degree in Computer Science, IT, or a related field.",
"requirement": "required"
}
],
"experience": {
"max": 6,
"min": 4,
"raw": "4-6 years of experience"
},
"job_locations": [
{
"aliases": [
"Coimbatore",
"CBE"
],
"city": "Coimbatore",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Mid-Level UX UI Developer",
"role_aliases": [
"UX UI Developer",
"UI/UX Designer",
"User Experience Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Develop, enhance, document, and maintain",
"last_5_words": "and advocate for the user."
},
"text": "Develop, enhance, document, and maintain application features.\nFrom concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences.\nCreate wireframes, mock-ups, and prototypes that effectively communicate interaction and design ideas.\nShould have experience in test driven development or come up t0 speed in twelve weeks.\nMust participate in design, code, and test Inspections throughout product life cycle to contribute technical expertise and to identify issues\nFor teams without a Product owner, performs this staff member\u0027s duties, including interviewing business liaisons to write the functional requirements\nSupply work breakdowns, estimates and status updates to project and engagement management\nUnderstand technical project priorities, implementation dependencies, risks and issues\nLead EPICs in our agile development process, requiring coordination, direction and mentorship of multiple development resources\nLead development scrum groups, taking responsibility for the outcome of multiple stories across several developers\nEngage in story planning, negotiating between PM, DEV and QA to derive appropriate stories based on fair compromises between original specifications, technical design, and testing possibilities\nParticipate and develop code as part of a unified development group, working the whole technological stack between platform and UI concerns\nLead development team in architecture and design of new features\nExperience of working with Agile (Scrum/Kanban) and thorough knowledge of DevOps\nAbility to learn new technologies and adapt quickly.\nAbility to articulate design decisions and advocate for the user.",
"word_count": 309
}
],
"urls": [
{
"type": "website",
"url": "https://sssstaffingcbe.in/"
}
]
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Agile"
},
{
"is_primary": true,
"skill_name": "Scrum"
},
{
"is_primary": true,
"skill_name": "Kanban"
},
{
"is_primary": true,
"skill_name": "DevOps"
},
{
"is_primary": true,
"skill_name": "Test-Driven Development"
}
],
"jd_role": {
"display_name": "Mid-Level UX UI Developer",
"rationale": null,
"role_aliases": [
"UX UI Developer",
"UI/UX Designer",
"User Experience Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "SSS Placement \u0026 Staffing Solutions",
"last_5_words": "temporary, permanent, and contract positions."
},
"text": "SSS Placement \u0026 Staffing Solutions is a specialized recruitment and staffing services provider catering to businesses across various industries. With a focus on matching the right talent to the right job opportunities, we ensure a good fit for both employers and job seekers. Located in Coimbatore, our team of 11-50 employees is dedicated to offering tailored staffing solutions for temporary, permanent, and contract positions.",
"word_count": 64
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"SQL Server",
"AWS",
"Scrum",
"design patterns",
"Agile",
"SOLID",
"DevOps",
"Azure",
"Java",
"SQL",
"responsive design",
"Redux",
"Provider",
"HTML",
"goals",
"React",
"CSS"
],
"certifications": [
"Azure/AWS certification"
],
"company_name": "SSS Placement \u0026 Staffing Solutions",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science / IT (or related)",
"raw": "Bachelor\u0027s degree in Computer Science, IT, or a related field.",
"requirement": "required"
}
],
"experience": {
"max": 6,
"min": 4,
"raw": "4-6 years of experience"
},
"job_locations": [
{
"aliases": [
"Coimbatore",
"CBE"
],
"city": "Coimbatore",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Mid-Level UX UI Developer",
"role_aliases": [
"UX UI Developer",
"UI/UX Designer",
"User Experience Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Develop, enhance, document, and maintain",
"last_5_words": "and advocate for the user."
},
"text": "Develop, enhance, document, and maintain application features.\nFrom concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences.\nCreate wireframes, mock-ups, and prototypes that effectively communicate interaction and design ideas.\nShould have experience in test driven development or come up t0 speed in twelve weeks.\nMust participate in design, code, and test Inspections throughout product life cycle to contribute technical expertise and to identify issues\nFor teams without a Product owner, performs this staff member\u0027s duties, including interviewing business liaisons to write the functional requirements\nSupply work breakdowns, estimates and status updates to project and engagement management\nUnderstand technical project priorities, implementation dependencies, risks and issues\nLead EPICs in our agile development process, requiring coordination, direction and mentorship of multiple development resources\nLead development scrum groups, taking responsibility for the outcome of multiple stories across several developers\nEngage in story planning, negotiating between PM, DEV and QA to derive appropriate stories based on fair compromises between original specifications, technical design, and testing possibilities\nParticipate and develop code as part of a unified development group, working the whole technological stack between platform and UI concerns\nLead development team in architecture and design of new features\nExperience of working with Agile (Scrum/Kanban) and thorough knowledge of DevOps\nAbility to learn new technologies and adapt quickly.\nAbility to articulate design decisions and advocate for the user.",
"word_count": 309
}
],
"urls": [
{
"type": "website",
"url": "https://sssstaffingcbe.in/"
}
]
},
"rejected": false,
"rejection_reason": null,
"run_id": "b7c0286f-917e-45e4-850a-2ed312d4d207",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"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": "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": "From concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences.",
"similarity": 0.6552
},
{
"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, mock-ups, and prototypes that effectively communicate interaction and design ideas.",
"similarity": 0.6127
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Lead development team in architecture and design of new features",
"similarity": 0.5702
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.6127,
"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": "Create wireframes, mock-ups, and prototypes that effectively communicate interaction and design ideas.",
"similarity": 0.6089
},
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "From concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences.",
"similarity": 0.5752
},
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "Ability to articulate design decisions and advocate for the user.",
"similarity": 0.5739
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 0.586,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Lead development team in architecture and design of new features",
"similarity": 0.5931
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Participate and develop code as part of a unified development group, working the whole technological stack between platform and UI concerns",
"similarity": 0.5638
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "From concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences.",
"similarity": 0.5527
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5699,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Pega Developer",
"kra_matches": [
{
"kra_text": "user interaction design and refinement",
"sentence": "Create wireframes, mock-ups, and prototypes that effectively communicate interaction and design ideas.",
"similarity": 0.5772
},
{
"kra_text": "user interaction design and refinement",
"sentence": "Ability to articulate design decisions and advocate for the user.",
"similarity": 0.5517
},
{
"kra_text": "user interaction design and refinement",
"sentence": "From concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals working closely with stakeholders cohesive and engaging user experiences.",
"similarity": 0.5405
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 24,
"score": 0.5564,
"slug": "pega-developer",
"total_count": null
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": [
{
"kra_text": "collaboration with design and QA",
"sentence": "Engage in story planning, negotiating between PM, DEV and QA to derive appropriate stories based on fair compromises between original specifications, technical design, and testing possibilities",
"similarity": 0.5717
},
{
"kra_text": "collaboration with design and QA",
"sentence": "Lead development team in architecture and design of new features",
"similarity": 0.5344
},
{
"kra_text": "collaboration with design and QA",
"sentence": "Must participate in design, code, and test Inspections throughout product life cycle to contribute technical expertise and to identify issues",
"similarity": 0.5151
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 90,
"score": 0.5404,
"slug": "angular-frontend-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Engineering Manager",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"Agile",
"Scrum"
],
"role_id": 121,
"score": 0.4,
"slug": "engineering-manager",
"total_count": 5
},
{
"display_name": "Cloud Architect",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"DevOps"
],
"role_id": 9,
"score": 0.2,
"slug": "cloud-architect",
"total_count": 5
},
{
"display_name": "DevOps Engineer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"DevOps"
],
"role_id": 10,
"score": 0.2,
"slug": "devops-engineer",
"total_count": 5
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "DOMAIN",
"chosen_role": {
"display_name": "UI/UX Designer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 122,
"score": 0.96,
"slug": "ui-ux-designer",
"total_count": null
},
"confidence": 0.96,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"UX design and user-centered design",
"UI prototyping and interaction design",
"Cross-functional product collaboration",
"Frontend and full-stack feature development",
"Agile delivery and technical coordination",
"Design leadership and user advocacy"
],
"matched_kras": [
"Develop, enhance, document, and maintain application features",
"Drive the UX design process for our products",
"Create wireframes, mock-ups, and prototypes",
"Participate in design, code, and test inspections",
"Write the functional requirements",
"Supply work breakdowns, estimates and status updates",
"Lead EPICs in our agile development process",
"Lead development team in architecture and design of new features"
],
"matched_skills": [
"wireframes",
"mock-ups",
"prototypes",
"Agile (Scrum/Kanban)",
"DevOps",
"test driven development",
"architecture and design",
"functional requirements"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Tech-Adjacent; The JD is centered on UX/UI design work such as wireframes, mock-ups, prototypes, user advocacy, and design decisions, with some adjacent development responsibilities.",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 7,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 1236,
"r_and_r_preview": "Develop, enhance, document, and maintain application features.\nFrom concept to completion, you will drive the UX design process for our products, ensuring they meet user needs and business goals worki",
"role_display_name": "UI/UX Designer",
"role_slug": "ui-ux-designer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 17185,
"role_display_name": "UI/UX Designer",
"role_slug": "ui-ux-designer",
"skill_name": "Kanban",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 17186,
"role_display_name": "UI/UX Designer",
"role_slug": "ui-ux-designer",
"skill_name": "Test-Driven Development",
"status": "pending"
}
],
"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": 868,
"existing_alias_text": "Agile",
"input_term": "Agile",
"matched_canonical": {
"category_id": 8,
"display_name": "Agile",
"id": 520,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "agile",
"sub_category_id": 3594,
"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": 1851,
"existing_alias_text": "Scrum",
"input_term": "Scrum",
"matched_canonical": {
"category_id": 8,
"display_name": "Scrum",
"id": 1215,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "scrum",
"sub_category_id": 3627,
"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": 1852,
"existing_alias_text": "DevOps",
"input_term": "DevOps",
"matched_canonical": {
"category_id": 8,
"display_name": "DevOps",
"id": 1216,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "devops",
"sub_category_id": 922,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
},
{
"alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
"alias_persisted": false,
"existing_alias_id": 6571,
"existing_alias_text": "Test\u2010Driven Development",
"input_term": "Test-Driven Development",
"matched_canonical": {
"category_id": 8,
"display_name": "Test\u2010Driven Development",
"id": 4636,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "test-driven-development",
"sub_category_id": 3631,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "embedding_alias"
}
],
"candidate_roles": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
},
{
"display_name": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
},
{
"display_name": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
}
],
"chosen_role": {
"display_name": "UI/UX Designer",
"id": 122,
"rationale": "Domain=Tech-Adjacent; The JD is centered on UX/UI design work such as wireframes, mock-ups, prototypes, user advocacy, and design decisions, with some adjacent development responsibilities.",
"role_archetype": null,
"slug": "ui-ux-designer",
"source": "db"
},
"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": "Agile",
"llm_role": null,
"roles_from_db": []
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Agile",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
},
{
"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": "Scrum",
"llm_role": null,
"roles_from_db": []
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Scrum",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "CI/CD Pipeline Platforms",
"id": 150,
"rationale": "Systems used to define, run, and maintain automated build and deployment workflows. This cluster is coherent because the role owns delivery automation end to end, including pipeline reliability and promotion logic.",
"slug": "ci-cd-pipeline-platforms",
"source": "db"
},
"input_skill": "DevOps",
"llm_role": null,
"roles_from_db": [
{
"display_name": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Deployment and Release Patterns",
"id": 140,
"rationale": "Patterns for promoting changes safely across environments, including rollout, rollback, and release gating strategies. Cloud Architects define these patterns so teams can deploy consistently across the platform.",
"slug": "deployment-and-release-patterns",
"source": "db"
},
"input_skill": "DevOps",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Infrastructure as Code",
"id": 132,
"rationale": "Declarative provisioning and environment definition tools used to codify cloud infrastructure, repeatable environments, and platform standards. Cloud Architects use these to express reference architectures and guardrails.",
"slug": "infrastructure-as-code",
"source": "db"
},
"input_skill": "DevOps",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
},
{
"display_name": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Test-Driven Development",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
}
],
"input_final_skills": [
"Agile",
"Scrum",
"Kanban",
"DevOps",
"Test-Driven Development"
],
"input_llm_skills": [
"Agile",
"Scrum",
"Kanban",
"DevOps",
"Test-Driven Development"
],
"new_aliases_persisted": 0,
"run_id": "b7c0286f-917e-45e4-850a-2ed312d4d207",
"skills_detail": [
{
"aliases_in_db": [
{
"alias_text": "Agile",
"alias_type": "CANONICAL",
"id": 868,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 8,
"display_name": "Agile",
"id": 520,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "agile",
"sub_category_id": 3594,
"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": "Agile",
"llm_role": null,
"roles_from_db": []
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Agile",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
}
],
"input_skill": "Agile",
"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": "Scrum",
"alias_type": "CANONICAL",
"id": 1851,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 8,
"display_name": "Scrum",
"id": 1215,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "scrum",
"sub_category_id": 3627,
"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": "Scrum",
"llm_role": null,
"roles_from_db": []
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Scrum",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
}
],
"input_skill": "Scrum",
"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": "Kanban",
"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": "kanban",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "DevOps",
"alias_type": "CANONICAL",
"id": 1852,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 8,
"display_name": "DevOps",
"id": 1216,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "devops",
"sub_category_id": 922,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "CI/CD Pipeline Platforms",
"id": 150,
"rationale": "Systems used to define, run, and maintain automated build and deployment workflows. This cluster is coherent because the role owns delivery automation end to end, including pipeline reliability and promotion logic.",
"slug": "ci-cd-pipeline-platforms",
"source": "db"
},
"input_skill": "DevOps",
"llm_role": null,
"roles_from_db": [
{
"display_name": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Deployment and Release Patterns",
"id": 140,
"rationale": "Patterns for promoting changes safely across environments, including rollout, rollback, and release gating strategies. Cloud Architects define these patterns so teams can deploy consistently across the platform.",
"slug": "deployment-and-release-patterns",
"source": "db"
},
"input_skill": "DevOps",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Infrastructure as Code",
"id": 132,
"rationale": "Declarative provisioning and environment definition tools used to codify cloud infrastructure, repeatable environments, and platform standards. Cloud Architects use these to express reference architectures and guardrails.",
"slug": "infrastructure-as-code",
"source": "db"
},
"input_skill": "DevOps",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
},
{
"display_name": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
}
]
}
],
"input_skill": "DevOps",
"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": "Test\u2010Driven Development",
"alias_type": "CANONICAL",
"id": 6571,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 8,
"display_name": "Test\u2010Driven Development",
"id": 4636,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "test-driven-development",
"sub_category_id": 3631,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Test-Driven Development",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
}
],
"input_skill": "Test-Driven Development",
"matched_via": "embedding_alias",
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Kanban"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "UI/UX Designer",
"id": 122,
"rationale": "Domain=Tech-Adjacent; The JD is centered on UX/UI design work such as wireframes, mock-ups, prototypes, user advocacy, and design decisions, with some adjacent development responsibilities.",
"role_archetype": null,
"slug": "ui-ux-designer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Agile",
"tag": "in_db"
},
{
"skill": "Scrum",
"tag": "in_db"
},
{
"skill": "Kanban",
"tag": "new"
},
{
"skill": "DevOps",
"tag": "in_db"
},
{
"skill": "Test-Driven Development",
"tag": "in_db"
}
],
"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": "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": "Agile",
"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": 520,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"dimension_id": 478,
"input_skill": "Agile",
"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": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 520,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"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": "Scrum",
"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": 1215,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"dimension_id": 478,
"input_skill": "Scrum",
"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": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 1215,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "CI/CD Pipeline Platforms",
"id": 150,
"rationale": "Systems used to define, run, and maintain automated build and deployment workflows. This cluster is coherent because the role owns delivery automation end to end, including pipeline reliability and promotion logic.",
"slug": "ci-cd-pipeline-platforms",
"source": "db"
},
"dimension_id": 150,
"input_skill": "DevOps",
"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": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 1216,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Deployment and Release Patterns",
"id": 140,
"rationale": "Patterns for promoting changes safely across environments, including rollout, rollback, and release gating strategies. Cloud Architects define these patterns so teams can deploy consistently across the platform.",
"slug": "deployment-and-release-patterns",
"source": "db"
},
"dimension_id": 140,
"input_skill": "DevOps",
"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": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 1216,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Infrastructure as Code",
"id": 132,
"rationale": "Declarative provisioning and environment definition tools used to codify cloud infrastructure, repeatable environments, and platform standards. Cloud Architects use these to express reference architectures and guardrails.",
"slug": "infrastructure-as-code",
"source": "db"
},
"dimension_id": 132,
"input_skill": "DevOps",
"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": "Cloud Architect",
"id": 9,
"rationale": null,
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
},
{
"display_name": "DevOps Engineer",
"id": 10,
"rationale": null,
"role_archetype": null,
"slug": "devops-engineer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 1216,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 122,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"dimension_id": 478,
"input_skill": "Test-Driven Development",
"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": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
],
"skill_dimension_saved": false,
"skill_id": null,
"skill_tag": "new",
"skipped_reason": "skill_not_in_db_v3_proposed"
}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 1
},
"planner_output": null,
"run_id": "b7c0286f-917e-45e4-850a-2ed312d4d207"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.