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Pipeline run

7ef8f942-e243-43d8-9bc7-da534881b370

Pipeline LLM cost (USD)
API 1: $0.0050 API 2: $0.0006 API 3: $0.0000 Total: $0.0056

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · UI layout and styling
Build, customize, and maintain WordPress sites by turning Figma/PSD/XD designs into responsive pages, editing themes/plugins with Elementor/WPBakery, and fixing speed, bugs, security, and compatibility issues.
"Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites"
Tech stack maturity
Mainstream Modern
The skill set centers on established web technologies and a widely used site builder, which aligns with a mainstream modern stack rather than legacy or bleeding-edge cloud-native tooling.
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 (14)
WordPress HTML5 CSS3 PHP Elementor WPBakery WooCommerce Git GitHub Figma PSD Adobe XD SEO cPanel
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
WordPress HTML5 CSS3 PHP Elementor WPBakery WooCommerce Git GitHub Figma PSD Adobe XD SEO cPanel
Show KRA description ↓
· Develop, customize, and maintain WordPress websites · Customize WordPress themes and plugins · Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites · Work with page builders like Elementor, WPBakery, or similar tools · Ensure website responsiveness across desktop, tablet, and mobile devices · Optimize website speed and performance · Troubleshoot bugs, errors, and compatibility issues · Implement basic website security and backup management · Stay updated with the latest WordPress trends and technologies · 6 months to 2 years of experience in WordPress development · Strong knowledge of WordPress, HTML5, CSS3, and basic PHP · Experience in theme and plugin customization · Hands-on experience with Elementor, WPBakery, or similar page builders · Understanding of responsive and mobile-friendly design · Basic understanding of SEO and performance optimization · Ability to debug and resolve technical issues · Basic knowledge of WooCommerce · Experience with Git/GitHub · Basic understanding of hosting and cPanel

Signals

Skill
Alias frontend-engineer
1.00
KRA frontend-engineer
0.56

Post-classification

Centroidupdated · n=1
Alias collision log#147
New-role queue
New skills captured11
New KRA capturedyes

Captured for admin review

WordPress primary Web Developer pending
HTML5 primary Web Developer pending
CSS3 primary Web Developer pending
PHP primary Web Developer pending
Elementor primary Web Developer pending
WPBakery primary Web Developer pending
WooCommerce Web Developer pending
Figma Web Developer pending
PSD Web Developer pending
Adobe XD Web Developer pending
cPanel Web Developer pending
R&R fragment (sim 0.00) Web Developer pending

· Develop, customize, and maintain WordPress websites · Customize WordPress themes and plugins · Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites · Work with page builders…

Status: completed Created: 2026-05-24T22:26:55.986217Z Updated: 2026-05-24T22:27:11.948926Z API 3 duration: 59 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

WordPress Developer

WordPress Developer

sub-role · 0.95 CASE D

slug: wordpress-developer · id: 94 · source: db · sub-role slug: wordpress-developer

The primary skills indicate a strong focus on WordPress development technologies.

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

ACSIUS is looking for a passionate and motivated WordPress Developer with 6 months to 2 years of experience. The ideal candidate should have hands-on experience in building, customizing, and maintaining WordPress websites and should be eager to learn and grow in a fast-paced environment.

Key Responsibilities

· Develop, customize, and maintain WordPress websites

· Customize WordPress themes and plugins

· Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites

· Work with page builders like Elementor, WPBakery, or similar tools

· Ensure website responsiveness across desktop, tablet, and mobile devices

· Optimize website speed and performance

· Troubleshoot bugs, errors, and compatibility issues

· Implement basic website security and backup management

· Stay updated with the latest WordPress trends and technologies

Required Skills & Qualifications

· 6 months to 2 years of experience in WordPress development

· Strong knowledge of WordPress, HTML5, CSS3, and basic PHP

· Experience in theme and plugin customization

· Hands-on experience with Elementor, WPBakery, or similar page builders

· Understanding of responsive and mobile-friendly design

· Basic understanding of SEO and performance optimization

· Ability to debug and resolve technical issues

Preferred (Bonus Skills)

· Basic knowledge of WooCommerce

· Experience with Git/GitHub

· Basic understanding of hosting and cPanel

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

WordPress 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
Web Frameworks
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
HTML5 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
Markup Languages
Sub-category
general
Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED
CSS3 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
Styling Languages
Sub-category
general
Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED
PHP 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
Programming Languages
Sub-category
general
Skill nature
LANGUAGE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Elementor 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
Web Frameworks
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
WPBakery 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
Web Frameworks
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
WooCommerce Secondary 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
Web Frameworks
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Git Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Git id=1002 · git

Aliases — catalog

  • Git (CANONICAL)

Context tags (catalog)

CI/CD GitHub GitLab branching checkout clone commit fork merging pull request rebase remote repository stash versioning

Stored enrichment (catalog DB)

Category
Tool
Sub-category
Version Control Tool
Vendor
Linus Torvalds
License
gpl_v2
Year introduced
2005
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: Git is a hiring-pipeline staple: it appears in the vast majority of software engineering job descriptions and is the default VCS on GitHub/GitLab/Bitbucket.

Skill profile (library / DB)

Skill nature
TOOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
13
Sub-category id
730
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)
GitHub Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: GitHub id=280 · github

Aliases — catalog

  • GitHub (CANONICAL) primary

Context tags (catalog)

CI/CD Git GitHub Actions GitHub Enterprise GitHub Pages SSH keys actions branch protection branches code review collaboration commit history fork forking issue tracker issues markdown merge conflicts merge request pull request pull requests release tags repositories repository version control webhooks

Stored enrichment (catalog DB)

Category
Platform
Sub-category
Devops Platform
Vendor
GitHub, Inc.
License
other_open
Year introduced
2008
Confidence
0.96
Version strategy
NOT_APPLICABLE

Maturity reasoning: GitHub appears in a very high volume of engineering JDs for source control, code review, and CI/CD; it’s a standard hiring-pipeline skill across teams.

Skill profile (library / DB)

Skill nature
PLATFORM
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
9
Sub-category id
170
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

  • CI/CD for Machine Learning Catalog dimension db id 56

    Library dimension (catalog)

    Roles linked in library: ML 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)
CI/CD for Machine Learning
ci-cd-for-machine-learning
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Figma Secondary 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
Design Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
PSD Secondary 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
Design File Formats
Sub-category
general
Skill nature
CONCEPT
Volatility
FAST
Typical lifespan
SHORT_LIVED
Version strategy
VERSIONED
Adobe XD Secondary 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
Design Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
SEO Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SEO id=1658 · seo

Aliases — catalog

  • SEO (CANONICAL)

Context tags (catalog)

Google Analytics SEO tools SERP algorithm updates backlinking black hat SEO content optimization keyword research local SEO meta tags off-page SEO on-page SEO rank tracking schema markup site audit white hat SEO

Stored enrichment (catalog DB)

Category
Domain
Sub-category
Search Engine Optimization
Confidence
0.98
Version strategy
NOT_APPLICABLE

Maturity reasoning: SEO appears in large volumes of marketing, content, and growth job descriptions across industries; Google Search Central and major CMS vendors continue to publish active guidance, indicating broad ongoing demand.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
37
Sub-category id
1251
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
cPanel Secondary 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
Web Hosting Tools
Sub-category
general
Skill nature
TOOL
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
Git in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
GitHub in_db
CI/CD Pipeline Platforms
ci-cd-pipeline-platforms
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
GitHub in_db
CI/CD for Machine Learning
ci-cd-for-machine-learning
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SEO in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed WordPress | type=Content Management Systems subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed HTML5 | type=Markup Languages subtype=general nature=LANGUAGE lifespan=EVERGREEN
canonical_skill_proposed CSS3 | type=Stylesheet Languages subtype=general nature=LANGUAGE lifespan=EVERGREEN
canonical_skill_proposed PHP | type=Programming Languages subtype=general nature=LANGUAGE lifespan=MULTI_YEAR
canonical_skill_proposed Elementor | type=Web Development Tools subtype=general nature=TOOL lifespan=SHORT_LIVED
canonical_skill_proposed WPBakery | type=Web Development Tools subtype=general nature=TOOL lifespan=SHORT_LIVED
canonical_skill_proposed WooCommerce | type=E-commerce Platforms subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed Figma | type=Design Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed PSD | type=Design File Formats subtype=general nature=CONCEPT lifespan=EVERGREEN
canonical_skill_proposed Adobe XD | type=Design Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed cPanel | type=Web Hosting Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WordPress | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed HTML5 | type=Markup Languages subtype=general nature=LANGUAGE lifespan=EVERGREEN
canonical_skill_proposed CSS3 | type=Styling Languages subtype=general nature=LANGUAGE lifespan=EVERGREEN
canonical_skill_proposed PHP | type=Programming Languages subtype=general nature=LANGUAGE lifespan=MULTI_YEAR
canonical_skill_proposed Elementor | type=Web Frameworks subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WPBakery | type=Web Frameworks subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WooCommerce | type=Web Frameworks subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Figma | type=Design Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed PSD | type=Design File Formats subtype=general nature=CONCEPT lifespan=SHORT_LIVED
canonical_skill_proposed Adobe XD | type=Design Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed cPanel | type=Web Hosting Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleWordPress Developer
CompanyACSIUS
Experience6 months to 2 years of experience
DomainIT Services & Consulting
JD type pass
Show raw JSON
{
  "JD_type": "pass",
  "about_company": null,
  "certifications": [],
  "company_name": "ACSIUS",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [],
      "domain": "IT Services \u0026 Consulting"
    },
    "secondary": null
  },
  "education": [],
  "experience": {
    "max": 2,
    "min": 0.5,
    "raw": "6 months to 2 years of experience"
  },
  "job_locations": [],
  "role": "WordPress Developer",
  "role_aliases": [
    "WordPress Engineer",
    "WP Developer",
    "Web Developer"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 9,
      "heading": "Key Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u00b7 Develop, customize, and maintain",
        "last_5_words": "latest WordPress trends and technologies"
      },
      "text": "\u00b7 Develop, customize, and maintain WordPress websites\n\n\u00b7 Customize WordPress themes and plugins\n\n\u00b7 Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites\n\n\u00b7 Work with page builders like Elementor, WPBakery, or similar tools\n\n\u00b7 Ensure website responsiveness across desktop, tablet, and mobile devices\n\n\u00b7 Optimize website speed and performance\n\n\u00b7 Troubleshoot bugs, errors, and compatibility issues\n\n\u00b7 Implement basic website security and backup management\n\n\u00b7 Stay updated with the latest WordPress trends and technologies",
      "word_count": 108
    },
    {
      "bullet_count": 7,
      "heading": "Required Skills \u0026 Qualifications",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u00b7 6 months to 2 years",
        "last_5_words": "debug and resolve technical issues"
      },
      "text": "\u00b7 6 months to 2 years of experience in WordPress development\n\n\u00b7 Strong knowledge of WordPress, HTML5, CSS3, and basic PHP\n\n\u00b7 Experience in theme and plugin customization\n\n\u00b7 Hands-on experience with Elementor, WPBakery, or similar page builders\n\n\u00b7 Understanding of responsive and mobile-friendly design\n\n\u00b7 Basic understanding of SEO and performance optimization\n\n\u00b7 Ability to debug and resolve technical issues",
      "word_count": 83
    },
    {
      "bullet_count": 3,
      "heading": "Preferred (Bonus Skills)",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u00b7 Basic knowledge of WooCommerce",
        "last_5_words": "understanding of hosting and cPanel"
      },
      "text": "\u00b7 Basic knowledge of WooCommerce\n\n\u00b7 Experience with Git/GitHub\n\n\u00b7 Basic understanding of hosting and cPanel",
      "word_count": 27
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "WordPress"
    },
    {
      "is_primary": true,
      "skill_name": "HTML5"
    },
    {
      "is_primary": true,
      "skill_name": "CSS3"
    },
    {
      "is_primary": true,
      "skill_name": "PHP"
    },
    {
      "is_primary": true,
      "skill_name": "Elementor"
    },
    {
      "is_primary": true,
      "skill_name": "WPBakery"
    },
    {
      "is_primary": false,
      "skill_name": "WooCommerce"
    },
    {
      "is_primary": false,
      "skill_name": "Git"
    },
    {
      "is_primary": false,
      "skill_name": "GitHub"
    },
    {
      "is_primary": false,
      "skill_name": "Figma"
    },
    {
      "is_primary": false,
      "skill_name": "PSD"
    },
    {
      "is_primary": false,
      "skill_name": "Adobe XD"
    },
    {
      "is_primary": false,
      "skill_name": "SEO"
    },
    {
      "is_primary": false,
      "skill_name": "cPanel"
    }
  ],
  "jd_role": {
    "display_name": "WordPress Developer",
    "rationale": null,
    "role_aliases": [
      "WordPress Engineer",
      "WP Developer",
      "Web Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": null,
    "certifications": [],
    "company_name": "ACSIUS",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": 2,
      "min": 0.5,
      "raw": "6 months to 2 years of experience"
    },
    "job_locations": [],
    "role": "WordPress Developer",
    "role_aliases": [
      "WordPress Engineer",
      "WP Developer",
      "Web Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 9,
        "heading": "Key Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u00b7 Develop, customize, and maintain",
          "last_5_words": "latest WordPress trends and technologies"
        },
        "text": "\u00b7 Develop, customize, and maintain WordPress websites\n\n\u00b7 Customize WordPress themes and plugins\n\n\u00b7 Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites\n\n\u00b7 Work with page builders like Elementor, WPBakery, or similar tools\n\n\u00b7 Ensure website responsiveness across desktop, tablet, and mobile devices\n\n\u00b7 Optimize website speed and performance\n\n\u00b7 Troubleshoot bugs, errors, and compatibility issues\n\n\u00b7 Implement basic website security and backup management\n\n\u00b7 Stay updated with the latest WordPress trends and technologies",
        "word_count": 108
      },
      {
        "bullet_count": 7,
        "heading": "Required Skills \u0026 Qualifications",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u00b7 6 months to 2 years",
          "last_5_words": "debug and resolve technical issues"
        },
        "text": "\u00b7 6 months to 2 years of experience in WordPress development\n\n\u00b7 Strong knowledge of WordPress, HTML5, CSS3, and basic PHP\n\n\u00b7 Experience in theme and plugin customization\n\n\u00b7 Hands-on experience with Elementor, WPBakery, or similar page builders\n\n\u00b7 Understanding of responsive and mobile-friendly design\n\n\u00b7 Basic understanding of SEO and performance optimization\n\n\u00b7 Ability to debug and resolve technical issues",
        "word_count": 83
      },
      {
        "bullet_count": 3,
        "heading": "Preferred (Bonus Skills)",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u00b7 Basic knowledge of WooCommerce",
          "last_5_words": "understanding of hosting and cPanel"
        },
        "text": "\u00b7 Basic knowledge of WooCommerce\n\n\u00b7 Experience with Git/GitHub\n\n\u00b7 Basic understanding of hosting and cPanel",
        "word_count": 27
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "7ef8f942-e243-43d8-9bc7-da534881b370",
  "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": "WordPress Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 94,
        "score": 1.0,
        "slug": "wordpress-developer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "Optimizes web application performance through code splitting, lazy loading, tree shaking, bundle size reduction, and Core Web Vitals improvements.",
            "sentence": "\u00b7 Optimize website speed and performance",
            "similarity": 0.595
          },
          {
            "kra_text": "Supports production releases by diagnosing cross-browser compatibility issues, investigating UI regressions, and resolving frontend performance degradation.",
            "sentence": "\u00b7 Troubleshoot bugs, errors, and compatibility issues",
            "similarity": 0.5789
          },
          {
            "kra_text": "Ensures WCAG accessibility compliance by implementing semantic HTML, ARIA attributes, keyboard navigation, and screen reader compatibility.",
            "sentence": "\u00b7 Ensure website responsiveness across desktop, tablet, and mobile devices",
            "similarity": 0.4987
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 0.5575,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Optimizes application performance from database query efficiency through API response latency to frontend rendering speed and bundle size.",
            "sentence": "\u00b7 Optimize website speed and performance",
            "similarity": 0.5283
          },
          {
            "kra_text": "Debugs full-stack issues that span frontend rendering, API behavior, database queries, and infrastructure configuration to identify root causes.",
            "sentence": "\u00b7 Troubleshoot bugs, errors, and compatibility issues",
            "similarity": 0.5249
          },
          {
            "kra_text": "Debugs full-stack issues that span frontend rendering, API behavior, database queries, and infrastructure configuration to identify root causes.",
            "sentence": "\u00b7 Ability to debug and resolve technical issues",
            "similarity": 0.5078
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5203,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
            "kra_text": "defect troubleshooting and resolution",
            "sentence": "\u00b7 Ability to debug and resolve technical issues",
            "similarity": 0.5415
          },
          {
            "kra_text": "defect troubleshooting and resolution",
            "sentence": "\u00b7 Troubleshoot bugs, errors, and compatibility issues",
            "similarity": 0.5133
          },
          {
            "kra_text": "user interaction design and refinement",
            "sentence": "\u00b7 Understanding of responsive and mobile-friendly design",
            "similarity": 0.4502
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 24,
        "score": 0.5017,
        "slug": "pega-developer",
        "total_count": null
      },
      {
        "display_name": "Backend Developer",
        "kra_matches": [
          {
            "kra_text": "Investigates and resolves production incidents, API bugs, and service degradation through root cause analysis, hotfixes, and post-mortems.",
            "sentence": "\u00b7 Ability to debug and resolve technical issues",
            "similarity": 0.5169
          },
          {
            "kra_text": "Investigates and resolves production incidents, API bugs, and service degradation through root cause analysis, hotfixes, and post-mortems.",
            "sentence": "\u00b7 Troubleshoot bugs, errors, and compatibility issues",
            "similarity": 0.4957
          },
          {
            "kra_text": "Identifies and resolves backend performance bottlenecks through query optimization, indexing strategies, connection pooling, and distributed caching with Redis.",
            "sentence": "\u00b7 Basic understanding of SEO and performance optimization",
            "similarity": 0.4231
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 1,
        "score": 0.4785,
        "slug": "backend-engineer",
        "total_count": null
      },
      {
        "display_name": "Hybrid Mobile Developer",
        "kra_matches": [
          {
            "kra_text": "Debugs cross-platform mobile issues including native module bridge failures, platform-specific rendering differences, and build configuration conflicts.",
            "sentence": "\u00b7 Troubleshoot bugs, errors, and compatibility issues",
            "similarity": 0.5352
          },
          {
            "kra_text": "Debugs cross-platform mobile issues including native module bridge failures, platform-specific rendering differences, and build configuration conflicts.",
            "sentence": "\u00b7 Ability to debug and resolve technical issues",
            "similarity": 0.4478
          },
          {
            "kra_text": "Optimizes React Native or Flutter app startup time, list rendering performance, image caching, and memory consumption.",
            "sentence": "\u00b7 Optimize website speed and performance",
            "similarity": 0.4217
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 11,
        "score": 0.4682,
        "slug": "hybrid-mobile-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": []
  },
  "stage4_decision": {
    "alias_collision_detected": true,
    "case": "D",
    "chosen_role": {
      "display_name": "Web Developer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 25,
      "score": 1.0,
      "slug": "web-developer",
      "total_count": null
    },
    "confidence": 0.95,
    "is_new_role": false,
    "llm2_fired": true,
    "llm2_reasoning": "The responsibilities center entirely on WordPress site development, theme/plugin customization, and page builders, directly matching a WordPress Developer role.",
    "matched_dimensions": [],
    "matched_kras": [],
    "matched_skills": [],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "LLM2 picked wordpress-developer (confidence 0.95)",
    "sub_role": {
      "confidence": 0.95,
      "display_name": "WordPress Developer",
      "reasoning": "hoisted from chosen leaf (case=D)",
      "role_id": 94,
      "slug": "wordpress-developer"
    }
  },
  "stage5_updates": {
    "centroid_n_after": 1,
    "centroid_updated": true,
    "collision_log_id": 147,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 126,
      "r_and_r_preview": "\u00b7 Develop, customize, and maintain WordPress websites\n\n\u00b7 Customize WordPress themes and plugins\n\n\u00b7 Convert Figma, PSD, or Adobe XD designs into responsive WordPress websites\n\n\u00b7 Work with page builders",
      "role_display_name": "Web Developer",
      "role_slug": "web-developer",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 3453,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "WordPress",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3454,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "HTML5",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3455,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "CSS3",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3456,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "PHP",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3457,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "Elementor",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3458,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "WPBakery",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3459,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "WooCommerce",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3460,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "Figma",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3461,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "PSD",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3462,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "Adobe XD",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3463,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "cPanel",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
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      "alias_persisted": false,
      "existing_alias_id": 1613,
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      "input_term": "Git",
      "matched_canonical": {
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        "display_name": "Git",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "TOOL",
        "slug": "git",
        "sub_category_id": 730,
        "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": 541,
      "existing_alias_text": "GitHub",
      "input_term": "GitHub",
      "matched_canonical": {
        "category_id": 9,
        "display_name": "GitHub",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PLATFORM",
        "slug": "github",
        "sub_category_id": 170,
        "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": 2628,
      "existing_alias_text": "SEO",
      "input_term": "SEO",
      "matched_canonical": {
        "category_id": 37,
        "display_name": "SEO",
        "id": 1658,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "seo",
        "sub_category_id": 1251,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [
    {
      "display_name": "DevOps Engineer",
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      "rationale": null,
      "role_archetype": null,
      "slug": "devops-engineer",
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    },
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      "display_name": "ML Engineer",
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      "slug": "ml-engineer",
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  ],
  "chosen_role": {
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    "id": null,
    "rationale": "The primary skills indicate a strong focus on WordPress development technologies.",
    "role_archetype": "Engineering",
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  "dimensions": [
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      "dimension": {
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        "source": "db"
      },
      "input_skill": "Git",
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      "roles_from_db": []
    },
    {
      "dimension": {
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        "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.",
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      ]
    },
    {
      "dimension": {
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        "id": 56,
        "rationale": "Tools and platforms for automating ML model integration, testing, and deployment pipelines.",
        "slug": "ci-cd-for-machine-learning",
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      },
      "input_skill": "GitHub",
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        {
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      ]
    },
    {
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        "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
        "slug": "d_init_01",
        "source": "db"
      },
      "input_skill": "SEO",
      "llm_role": null,
      "roles_from_db": []
    }
  ],
  "input_final_skills": [
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  "input_llm_skills": [
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  "new_aliases_persisted": 0,
  "run_id": "7ef8f942-e243-43d8-9bc7-da534881b370",
  "skills_detail": [
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        "skill_id": "wordpress",
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      },
      "source_tag": "llm",
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    },
    {
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      "dimensions": [],
      "input_skill": "HTML5",
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      "new_alias_persisted": false,
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      "new_skill_meta": {
        "derived": {
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        },
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        "keep_log": [],
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        "skill_id": "html5",
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      },
      "source_tag": "llm",
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    },
    {
      "aliases_in_db": [],
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      "dimensions": [],
      "input_skill": "CSS3",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
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      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "PHP",
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      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
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      },
      "source_tag": "llm",
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    },
    {
      "aliases_in_db": [],
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      "dimensions": [],
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      },
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    },
    {
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      },
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    {
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      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
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      ],
      "canonical": {
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          },
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        }
      ],
      "input_skill": "Git",
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    },
    {
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      ],
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          ]
        },
        {
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              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "GitHub",
      "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": "Figma",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Design Tools",
          "skill_nature": "TOOL",
          "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": "figma",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "PSD",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Design File Formats",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "SHORT_LIVED",
          "version_strategy": "VERSIONED",
          "volatility": "FAST"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "psd",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Adobe XD",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Design Tools",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "adobe-xd",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "SEO",
          "alias_type": "CANONICAL",
          "id": 2628,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 37,
        "display_name": "SEO",
        "id": 1658,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "seo",
        "sub_category_id": 1251,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "SEO",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "SEO",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "cPanel",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Web Hosting Tools",
          "skill_nature": "TOOL",
          "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": "cpanel",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "WordPress",
    "HTML5",
    "CSS3",
    "PHP",
    "Elementor",
    "WPBakery",
    "WooCommerce",
    "Figma",
    "PSD",
    "Adobe XD",
    "cPanel"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "WordPress Developer",
    "id": 94,
    "rationale": "The primary skills indicate a strong focus on WordPress development technologies.",
    "role_archetype": "Engineering",
    "slug": "wordpress-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "WordPress",
      "tag": "new"
    },
    {
      "skill": "HTML5",
      "tag": "new"
    },
    {
      "skill": "CSS3",
      "tag": "new"
    },
    {
      "skill": "PHP",
      "tag": "new"
    },
    {
      "skill": "Elementor",
      "tag": "new"
    },
    {
      "skill": "WPBakery",
      "tag": "new"
    },
    {
      "skill": "WooCommerce",
      "tag": "new"
    },
    {
      "skill": "Git",
      "tag": "in_db"
    },
    {
      "skill": "GitHub",
      "tag": "in_db"
    },
    {
      "skill": "Figma",
      "tag": "new"
    },
    {
      "skill": "PSD",
      "tag": "new"
    },
    {
      "skill": "Adobe XD",
      "tag": "new"
    },
    {
      "skill": "SEO",
      "tag": "in_db"
    },
    {
      "skill": "cPanel",
      "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": 94,
        "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": "Git",
        "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": 1002,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 94,
        "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": "GitHub",
        "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": 280,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 94,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "CI/CD for Machine Learning",
          "id": 56,
          "rationale": "Tools and platforms for automating ML model integration, testing, and deployment pipelines.",
          "slug": "ci-cd-for-machine-learning",
          "source": "db"
        },
        "dimension_id": 56,
        "input_skill": "GitHub",
        "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": "ML Engineer",
            "id": 3,
            "rationale": null,
            "role_archetype": null,
            "slug": "ml-engineer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 280,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 94,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "React Frontend Development",
          "id": 96,
          "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
          "slug": "d_init_01",
          "source": "db"
        },
        "dimension_id": 96,
        "input_skill": "SEO",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [],
        "skill_dimension_saved": true,
        "skill_id": 1658,
        "skill_tag": "in_db",
        "skipped_reason": null
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "7ef8f942-e243-43d8-9bc7-da534881b370"
}

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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