Pipeline run
b328ce29-5f9c-4cb4-adfd-aa7991a349b7
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
Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10% Help the architect to create buy-in for the product …
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Web Developer
CASE Aslug: web-developer · id: 25 · source: db
Exact alias hit on web-developer (1.0) — no other alias at this confidence; skill_top absent does not contradict
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
POSITION SUMMARY Zoetis is one of the largest manufacturers of Animal Health products and providers across the full continuum of care. The Zoetis Tech and Digital (ZTD) organization is reshaping to provide premier services and solutions to a fast paced, growing business. Growth is both organic and through a steady stream of acquisitions. Zoetis is seeking to hire a skilled Sr. Software Developer - Content Management Systems (CMS) to help with the strategy, development and support of our CMS platforms. Sr. Software Developer will primarily focus on building CMS applications, overseeing multiple projects in a multi-vendor environment. Involved in implementation and support activities, which might include fixing errors, improve performance, or upgrade interfaces. Sr. Software Developer will also be involved in directing system testing and validation procedures and working with customers or departments on technical issues or pain points including software system design and maintenance. Sr. Software Developer, CMS is responsible for empowering the authors and marketing managers by providing tools to curate, manage and deliver content to various digital properties. In this role you will have the opportunity to develop the long-term strategic initiatives that up level the core aspects of the content management and product experience space at Zoetis and to expand our headless CMS functionality that extends the concept of content to an omni-channel strategy across our multiple web properties. POSITION RESPONSIBILITIES Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10% Help the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders. 10% Facilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders. 10% Collaborate with CMS users and analyze usage patterns to discover user interaction pain points. Address the pain points in product roadmap. 10% Lead and contribute projects that help us reach the vision of "Create Once, Publish Everywhere". 10% Ensure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities. 10% Maintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically. 10% Provide support in technical emergency events and help resolve issues no matter when the failure occurs to minimize the business impact. 10% Review, analyze, and solution change requests to determine complexity and provide resource/cost estimates. 10% Mentor Junior developers of applications for the delivery and operational aspects of production and non-production systems. 5% Engage with agency partners and vendor platforms to syndicate product content accurately and efficiently across retailer platforms, ensuring consistency and relevance. 5% ORGANIZATIONAL RELATIONSHIPS ZTD - Business Partner, Business stake holders, Vendors. EDUCATION AND EXPERIENCE * Bachelor's or master's degree in computer science or other related field or equivalent work experience in Content Management Systems (CMS) development related field. * 5+ years of experience having Conceptual Understanding and Strong Hands-on Experience on implementation of CMS based applications like Adobe, Crownpeak, Episerver (Optimizely), Contentful, Contentstack, Drupal. * Ability to work in a globally distributed environment. * Good track-record of executing in a dynamic, team-based environment. * Adept at understanding customer challenges, navigating from problem to resolution and communicating process and resolution effectively both verbally and in writing. * Demonstrated ability to interact comfortably with all levels of management and staff. TECHNICAL SKILLS REQUIREMENTS * 5+ years hands on development experience with modern JavaScript frameworks like ReactJS (preferred), AngularJS, VueJS * Minimum 2 yrs. of hands-on experience in back-end technology stack like .Net (preferred), JAVA, NextJS, ExpressJS, NodeJS. * Familiar with REST / GraphQL * Strategy & development experience implementing Headless CMS Capabilities. * Experience managing multiple CMS platforms is preferred. * Knowledge of Agile methodology and experience working in a fast-paced Scrum environment. * Strong analytical, prioritizing, interpersonal, problem-solving, presentation skills. * Experience with work management tools like Jira, ServiceNow is a plus. * Experience working with a range of stakeholders on business, marketing, and editorial teams. * Strong verbal and written communication skills. PHYSICAL POSITION REQUIREMENTS Flexibility to work times with at least 4 hr. overlap with US EST Time zone. About Zoetis At Zoetis, our purpose is to nurture the world and humankind by advancing care for animals. As a Fortune 500 company and the world leader in animal health, we discover, develop, manufacture and commercialize vaccines, medicines, diagnostics and other technologies for companion animals and livestock. We know our people drive our success. Our award-winning culture, built around our Core Beliefs, focuses on our colleagues' careers, connection and support. We offer competitive healthcare and retirement savings benefits, along with an array of benefits, policies and programs to support employee well-being in every sense, from health and financial wellness to family and lifestyle resources. Global Job Applicant Privacy Notice
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Web Frameworks
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Concepts
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Aliases — catalog
- Code Review (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- SoftSkill
- Sub-category
- Code Review
- Confidence
- 0.96
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Code review is a standard hiring-pipeline requirement in engineering JDs and is built into major platforms like GitHub/GitLab pull-request workflows, indicating broad adoption.
Skill profile (library / DB)
- Skill nature
- PRACTICE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 58
- Sub-category id
- 364
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- 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 |
|---|---|---|---|---|---|---|
| Code Review | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | CMS | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Accessibility | type=Concepts subtype=general nature=CONCEPT lifespan=EVERGREEN | |
| canonical_skill_proposed | Test Case Review | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "At Zoetis, our purpose is",
"last_5_words": "family and lifestyle resources."
},
"text": "At Zoetis, our purpose is to nurture the world and humankind by advancing care for animals. As a Fortune 500 company and the world leader in animal health, we discover, develop, manufacture and commercialize vaccines, medicines, diagnostics and other technologies for companion animals and livestock. We know our people drive our success. Our award-winning culture, built around our Core Beliefs, focuses on our colleagues\u0027 careers, connection and support. We offer competitive healthcare and retirement savings benefits, along with an array of benefits, policies and programs to support employee well-being in every sense, from health and financial wellness to family and lifestyle resources.",
"word_count": 84
},
"certifications": [],
"company_name": "Zoetis",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Animal Health",
"Veterinary Medicine"
],
"domain": "Pharmaceuticals \u0026 Life Sciences"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science (or related)",
"raw": "Bachelor\u0027s or master\u0027s degree in computer science or other related field or equivalent work experience in Content Management Systems (CMS) development related field.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 5,
"raw": "5+ years of experience having Conceptual Understanding and Strong Hands-on Experience on implementation of CMS based applications"
},
"job_locations": [],
"role": "Sr. Software Developer - Content Management Systems (CMS)",
"role_aliases": [
"Software Developer",
"CMS Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "POSITION RESPONSIBILITIES",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Help define the product roadmap",
"last_5_words": "across retailer platforms, ensuring consistency"
},
"text": "Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10%\nHelp the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders. 10%\nFacilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders. 10%\nCollaborate with CMS users and analyze usage patterns to discover user interaction pain points. Address the pain points in product roadmap. 10%\nLead and contribute projects that help us reach the vision of \"Create Once, Publish Everywhere\". 10%\nEnsure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities. 10%\nMaintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically. 10%\nProvide support in technical emergency events and help resolve issues no matter when the failure occurs to minimize the business impact. 10%\nReview, analyze, and solution change requests to determine complexity and provide resource/cost estimates. 10%\nMentor Junior developers of applications for the delivery and operational aspects of production and non-production systems. 5%\nEngage with agency partners and vendor platforms to syndicate product content accurately and efficiently across retailer platforms, ensuring consistency and relevance. 5%",
"word_count": 295
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "CMS"
},
{
"is_primary": true,
"skill_name": "Accessibility"
},
{
"is_primary": true,
"skill_name": "Code Review"
},
{
"is_primary": true,
"skill_name": "Test Case Review"
}
],
"jd_role": {
"display_name": "Sr. Software Developer - Content Management Systems (CMS)",
"rationale": null,
"role_aliases": [
"Software Developer",
"CMS Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "At Zoetis, our purpose is",
"last_5_words": "family and lifestyle resources."
},
"text": "At Zoetis, our purpose is to nurture the world and humankind by advancing care for animals. As a Fortune 500 company and the world leader in animal health, we discover, develop, manufacture and commercialize vaccines, medicines, diagnostics and other technologies for companion animals and livestock. We know our people drive our success. Our award-winning culture, built around our Core Beliefs, focuses on our colleagues\u0027 careers, connection and support. We offer competitive healthcare and retirement savings benefits, along with an array of benefits, policies and programs to support employee well-being in every sense, from health and financial wellness to family and lifestyle resources.",
"word_count": 84
},
"certifications": [],
"company_name": "Zoetis",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Animal Health",
"Veterinary Medicine"
],
"domain": "Pharmaceuticals \u0026 Life Sciences"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science (or related)",
"raw": "Bachelor\u0027s or master\u0027s degree in computer science or other related field or equivalent work experience in Content Management Systems (CMS) development related field.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 5,
"raw": "5+ years of experience having Conceptual Understanding and Strong Hands-on Experience on implementation of CMS based applications"
},
"job_locations": [],
"role": "Sr. Software Developer - Content Management Systems (CMS)",
"role_aliases": [
"Software Developer",
"CMS Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "POSITION RESPONSIBILITIES",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Help define the product roadmap",
"last_5_words": "across retailer platforms, ensuring consistency"
},
"text": "Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10%\nHelp the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders. 10%\nFacilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders. 10%\nCollaborate with CMS users and analyze usage patterns to discover user interaction pain points. Address the pain points in product roadmap. 10%\nLead and contribute projects that help us reach the vision of \"Create Once, Publish Everywhere\". 10%\nEnsure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities. 10%\nMaintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically. 10%\nProvide support in technical emergency events and help resolve issues no matter when the failure occurs to minimize the business impact. 10%\nReview, analyze, and solution change requests to determine complexity and provide resource/cost estimates. 10%\nMentor Junior developers of applications for the delivery and operational aspects of production and non-production systems. 5%\nEngage with agency partners and vendor platforms to syndicate product content accurately and efficiently across retailer platforms, ensuring consistency and relevance. 5%",
"word_count": 295
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "b328ce29-5f9c-4cb4-adfd-aa7991a349b7",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 25,
"score": 1.0,
"slug": "web-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Facilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders.",
"similarity": 0.5664
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Maintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically.",
"similarity": 0.5384
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Help the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders.",
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}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5411,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": [
{
"kra_text": "Supports production releases by diagnosing cross-browser compatibility issues, investigating UI regressions, and resolving frontend performance degradation.",
"sentence": "Maintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically.",
"similarity": 0.5639
},
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "Collaborate with CMS users and analyze usage patterns to discover user interaction pain points.",
"similarity": 0.5379
},
{
"kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
"sentence": "Facilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders.",
"similarity": 0.4955
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 0.5325,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "DevOps Engineer",
"kra_matches": [
{
"kra_text": "Responds to deployment failures, infrastructure incidents, and environment misconfiguration issues to restore service availability and prevent recurrence.",
"sentence": "Provide support in technical emergency events and help resolve issues no matter when the failure occurs to minimize the business impact.",
"similarity": 0.6115
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Mentor Junior developers of applications for the delivery and operational aspects of production and non-production systems.",
"similarity": 0.5021
},
{
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}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.5292,
"slug": "devops-engineer",
"total_count": null
},
{
"display_name": "Cloud Architect",
"kra_matches": [
{
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"sentence": "Ensure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities.",
"similarity": 0.5311
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
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"similarity": 0.5285
},
{
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}
],
"matched_count": null,
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"role_id": 9,
"score": 0.5172,
"slug": "cloud-architect",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
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"sentence": "Facilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders.",
"similarity": 0.5381
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Help the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders.",
"similarity": 0.5213
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders.",
"similarity": 0.4567
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.5054,
"slug": "full-stack-engineer",
"total_count": null
}
],
"skill_match_roles": []
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "A",
"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": 1.0,
"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": "Exact alias hit on web-developer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 27,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 960,
"r_and_r_preview": "Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10%\nHelp the architect to create buy-in for the product ",
"role_display_name": "Web Developer",
"role_slug": "web-developer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 14036,
"role_display_name": "Web Developer",
"role_slug": "web-developer",
"skill_name": "CMS",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 14037,
"role_display_name": "Web Developer",
"role_slug": "web-developer",
"skill_name": "Accessibility",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 14038,
"role_display_name": "Web Developer",
"role_slug": "web-developer",
"skill_name": "Test Case Review",
"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": 864,
"existing_alias_text": "Code Review",
"input_term": "Code Review",
"matched_canonical": {
"category_id": 58,
"display_name": "Code Review",
"id": 516,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "PRACTICE",
"slug": "code-review",
"sub_category_id": 364,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [],
"chosen_role": {
"display_name": "Web Developer",
"id": 25,
"rationale": "Exact alias hit on web-developer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
"role_archetype": null,
"slug": "web-developer",
"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": "Code Review",
"llm_role": null,
"roles_from_db": []
}
],
"input_final_skills": [
"CMS",
"Accessibility",
"Code Review",
"Test Case Review"
],
"input_llm_skills": [
"CMS",
"Accessibility",
"Code Review",
"Test Case Review"
],
"new_aliases_persisted": 0,
"run_id": "b328ce29-5f9c-4cb4-adfd-aa7991a349b7",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "CMS",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Web Frameworks",
"skill_nature": "PLATFORM",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "cms",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Accessibility",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Concepts",
"skill_nature": "CONCEPT",
"sub_category": "general",
"typical_lifespan": "EVERGREEN",
"version_strategy": "UNVERSIONED",
"volatility": "STABLE"
},
"enrichment": null,
"keep_log": [],
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"merge_log": [],
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"skill_id": "accessibility",
"split_log": [],
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"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "Code Review",
"alias_type": "CANONICAL",
"id": 864,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 58,
"display_name": "Code Review",
"id": 516,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "PRACTICE",
"slug": "code-review",
"sub_category_id": 364,
"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": "Code Review",
"llm_role": null,
"roles_from_db": []
}
],
"input_skill": "Code Review",
"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": "Test Case Review",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Testing Tools",
"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": "test-case-review",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"CMS",
"Accessibility",
"Test Case Review"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Web Developer",
"id": 25,
"rationale": "Exact alias hit on web-developer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
"role_archetype": null,
"slug": "web-developer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "CMS",
"tag": "new"
},
{
"skill": "Accessibility",
"tag": "new"
},
{
"skill": "Code Review",
"tag": "in_db"
},
{
"skill": "Test Case Review",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [
{
"chosen_role_id": 25,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "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": "Code Review",
"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": 516,
"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": "b328ce29-5f9c-4cb4-adfd-aa7991a349b7"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.