Pipeline run
f8eb0bb2-2343-4360-8b8d-65cf2398d39c
Pipeline LLM cost (USD)
API 1: $0.0028
API 2: $0.0002
API 3: $0.0000
Total: $0.0030
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
role baseline loaded
sources · ai_index: role_baseline · nature_of_work: jd · tech_stack_maturity: jd
Nature of work
· Frontend service integration
Build and maintain PHP-based web apps and CMS portals (WordPress/Joomla/Drupal/Magento), including database-driven interfaces, external user portals, and architecture recommendations to clients.
""Develop Database - Driven web interfaces for, real time information sharing.""
Tech stack maturity
Mainstream Legacy
PHP is a widely used mainstream web development language with long-standing ecosystem support, often associated with mature legacy codebases and incremental modernization.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
1.50 / 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 (6)
PHP
Joomla
WordPress
Drupal
Magento
Database
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
PHP
Joomla
WordPress
Drupal
Magento
Database
Show KRA description ↓
Excellent communication skills in English and good negotiation skills are must.
Computer savvy, Good attitude, team player, target driven, career oriented and a quick learner.
Should have knowledge of PHP and any one of these technology (Joomla / WordPress/ Drupal / Magento).
Develop new web applications as identified by supervisor and management through customized application.
Maintain and enhance existing web applications.
Develop Database - Driven web interfaces for, real time information sharing.
Develop external web portals allowing users to input and retrieve accurate information.
Determine appropriate architecture and other technical solutions, and make relevant recommendation to clients.
Signals
Skill
wordpress-dev
0.17
Alias
backend-engineer
1.00
KRA
web-developer
0.55
Status:
completed
Created: 2026-05-27T14:13:05.902562Z
Updated: 2026-05-27T14:14:04.393405Z
API 3 duration: 8266 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
Web Developer
CASE Aslug: web-developer · id: 25 · source: db
Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: Web Developer
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
Job Designation:Web Developer Key Skills:Core PHP, MySQL, Joomla, Drupal, Magento Industry:IT Industry Roles & Resposibilities Excellent communication skills in English and good negotiation skills are must. Computer savvy, Good attitude, team player, target driven, career oriented and a quick learner. Should have knowledge of PHP and any one of these technology (Joomla / WordPress/ Drupal / Magento). Develop new web applications as identified by supervisor and management through customized application. Maintain and enhance existing web applications. Develop Database - Driven web interfaces for, real time information sharing. Develop external web portals allowing users to input and retrieve accurate information. Determine appropriate architecture and other technical solutions, and make relevant recommendation to clients.
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
PHP
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: PHP
id=2986
· php
Aliases — catalog
- PHP (CANONICAL) primary
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Programming Language
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Skill profile (library / DB)
- Skill nature
- LANGUAGE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 6
- Sub-category id
- 96
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
PHP and Magento Extension Points Catalog dimension db id 391
Library dimension (catalog)
Roles linked in library: Magento Dev
-
PHP and WordPress Hooks Catalog dimension db id 326
Library dimension (catalog)
Roles linked in library: WordPress Dev
-
Programming Languages & Template Languages Catalog dimension db id 359
Library dimension (catalog)
Roles linked in library: Drupal Dev
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
PHP and Magento Extension Points
php-and-magento-extension-points
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
PHP and WordPress Hooks
php-and-wordpress-hooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Joomla
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
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
Drupal
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
Magento
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
Database
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
- Databases
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- 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 |
|---|---|---|---|---|---|---|
| PHP | in_db |
PHP and Magento Extension Points
php-and-magento-extension-points
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| PHP | in_db |
PHP and WordPress Hooks
php-and-wordpress-hooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| PHP | in_db |
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Joomla | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | WordPress | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Drupal | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Magento | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Database | type=Databases subtype=general nature=CONCEPT lifespan=EVERGREEN |
nano JD Parser — gpt-4.1-nano click to toggle
RoleWeb Developer
DomainIT Services & Consulting
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": null,
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [],
"experience": {
"max": null,
"min": null,
"raw": null
},
"job_locations": [],
"role": "Web Developer",
"role_aliases": [
"Web Engineer",
"Frontend Developer",
"PHP Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 7,
"heading": "Roles \u0026 Resposibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Excellent communication skills in English",
"last_5_words": "and make relevant recommendation to clients."
},
"text": "Excellent communication skills in English and good negotiation skills are must.\nComputer savvy, Good attitude, team player, target driven, career oriented and a quick learner.\nShould have knowledge of PHP and any one of these technology (Joomla / WordPress/ Drupal / Magento).\nDevelop new web applications as identified by supervisor and management through customized application.\nMaintain and enhance existing web applications.\nDevelop Database - Driven web interfaces for, real time information sharing.\nDevelop external web portals allowing users to input and retrieve accurate information.\nDetermine appropriate architecture and other technical solutions, and make relevant recommendation to clients.",
"word_count": 102
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "PHP"
},
{
"is_primary": true,
"skill_name": "Joomla"
},
{
"is_primary": true,
"skill_name": "WordPress"
},
{
"is_primary": true,
"skill_name": "Drupal"
},
{
"is_primary": true,
"skill_name": "Magento"
},
{
"is_primary": true,
"skill_name": "Database"
}
],
"jd_role": {
"display_name": "Web Developer",
"rationale": null,
"role_aliases": [
"Web Engineer",
"Frontend Developer",
"PHP Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": null,
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [],
"experience": {
"max": null,
"min": null,
"raw": null
},
"job_locations": [],
"role": "Web Developer",
"role_aliases": [
"Web Engineer",
"Frontend Developer",
"PHP Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 7,
"heading": "Roles \u0026 Resposibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Excellent communication skills in English",
"last_5_words": "and make relevant recommendation to clients."
},
"text": "Excellent communication skills in English and good negotiation skills are must.\nComputer savvy, Good attitude, team player, target driven, career oriented and a quick learner.\nShould have knowledge of PHP and any one of these technology (Joomla / WordPress/ Drupal / Magento).\nDevelop new web applications as identified by supervisor and management through customized application.\nMaintain and enhance existing web applications.\nDevelop Database - Driven web interfaces for, real time information sharing.\nDevelop external web portals allowing users to input and retrieve accurate information.\nDetermine appropriate architecture and other technical solutions, and make relevant recommendation to clients.",
"word_count": 102
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "f8eb0bb2-2343-4360-8b8d-65cf2398d39c",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": null
},
{
"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": "PHP Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 86,
"score": 1.0,
"slug": "php-backend-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Web Developer",
"kra_matches": [
{
"kra_text": "maintain existing web features",
"sentence": "Maintain and enhance existing web applications.",
"similarity": 0.7355
},
{
"kra_text": "maintain existing web features",
"sentence": "Develop new web applications as identified by supervisor and management through customized application.",
"similarity": 0.465
},
{
"kra_text": "maintain existing web features",
"sentence": "Develop external web portals allowing users to input and retrieve accurate information.",
"similarity": 0.4563
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 25,
"score": 0.5523,
"slug": "web-developer",
"total_count": null
},
{
"display_name": "Cloud Architect",
"kra_matches": [
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Determine appropriate architecture and other technical solutions, and make relevant recommendation to clients.",
"similarity": 0.5671
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Maintain and enhance existing web applications.",
"similarity": 0.4285
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Develop new web applications as identified by supervisor and management through customized application.",
"similarity": 0.3906
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.4621,
"slug": "cloud-architect",
"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": "Maintain and enhance existing web applications.",
"similarity": 0.508
},
{
"kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
"sentence": "Develop Database - Driven web interfaces for, real time information sharing.",
"similarity": 0.4637
},
{
"kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
"sentence": "Develop new web applications as identified by supervisor and management through customized application.",
"similarity": 0.4136
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 0.4618,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Implements complete product features end-to-end from database schema design through backend API to frontend UI using JavaScript, TypeScript, Python, or Ruby on Rails.",
"sentence": "Develop Database - Driven web interfaces for, real time information sharing.",
"similarity": 0.4738
},
{
"kra_text": "Writes application logic across the presentation layer, service layer, and data access layer of web applications following MVC or clean architecture patterns.",
"sentence": "Maintain and enhance existing web applications.",
"similarity": 0.4606
},
{
"kra_text": "Writes application logic across the presentation layer, service layer, and data access layer of web applications following MVC or clean architecture patterns.",
"sentence": "Develop new web applications as identified by supervisor and management through customized application.",
"similarity": 0.4387
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.4577,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Vue Frontend Developer",
"kra_matches": [
{
"kra_text": "Implement browser-based user interfaces",
"sentence": "Develop Database - Driven web interfaces for, real time information sharing.",
"similarity": 0.5011
},
{
"kra_text": "Implement browser-based user interfaces",
"sentence": "Develop external web portals allowing users to input and retrieve accurate information.",
"similarity": 0.4475
},
{
"kra_text": "Implement browser-based user interfaces",
"sentence": "Maintain and enhance existing web applications.",
"similarity": 0.4068
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 91,
"score": 0.4518,
"slug": "vue-frontend-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "WordPress Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 227,
"score": 0.1667,
"slug": "wordpress-dev",
"total_count": 6
},
{
"display_name": "Drupal Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 228,
"score": 0.1667,
"slug": "drupal-dev",
"total_count": 6
},
{
"display_name": "Magento Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 231,
"score": 0.1667,
"slug": "magento-dev",
"total_count": 6
}
]
},
"stage4_decision": {
"alias_collision_detected": true,
"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": 0.95,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: Web Developer",
"sub_role": null
},
"stage5_updates": null
}
API 2 — extract-details
{
"alias_matches": [
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 4444,
"existing_alias_text": "PHP",
"input_term": "PHP",
"matched_canonical": {
"category_id": 6,
"display_name": "PHP",
"id": 2986,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "LANGUAGE",
"slug": "php",
"sub_category_id": 96,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [
{
"display_name": "Magento Dev",
"id": 231,
"rationale": null,
"role_archetype": "Engineering",
"slug": "magento-dev",
"source": "db"
},
{
"display_name": "WordPress Dev",
"id": 227,
"rationale": null,
"role_archetype": "Engineering",
"slug": "wordpress-dev",
"source": "db"
},
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
],
"chosen_role": {
"display_name": "Web Developer",
"id": 25,
"rationale": "Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: Web Developer",
"role_archetype": null,
"slug": "web-developer",
"source": "db"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and Magento Extension Points",
"id": 391,
"rationale": "Core implementation surface for Magento customizations, including module code, event-driven hooks, and platform conventions. This is the primary language-and-framework cluster for building upgrade-safe storefront behavior.",
"slug": "php-and-magento-extension-points",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Magento Dev",
"id": 231,
"rationale": null,
"role_archetype": "Engineering",
"slug": "magento-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and WordPress Hooks",
"id": 326,
"rationale": "Core implementation language and extension points used to build WordPress behavior. This covers PHP code that powers themes, plugins, and site-specific customizations, plus the hook system that stitches features into WordPress lifecycle events.",
"slug": "php-and-wordpress-hooks",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "WordPress Dev",
"id": 227,
"rationale": null,
"role_archetype": "Engineering",
"slug": "wordpress-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Programming Languages \u0026 Template Languages",
"id": 359,
"rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
"slug": "programming-languages-template-languages",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
]
}
],
"input_final_skills": [
"PHP",
"Joomla",
"WordPress",
"Drupal",
"Magento",
"Database"
],
"input_llm_skills": [
"PHP",
"Joomla",
"WordPress",
"Drupal",
"Magento",
"Database"
],
"new_aliases_persisted": 0,
"run_id": "f8eb0bb2-2343-4360-8b8d-65cf2398d39c",
"skills_detail": [
{
"aliases_in_db": [
{
"alias_text": "PHP",
"alias_type": "CANONICAL",
"id": 4444,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 6,
"display_name": "PHP",
"id": 2986,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "LANGUAGE",
"slug": "php",
"sub_category_id": 96,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and Magento Extension Points",
"id": 391,
"rationale": "Core implementation surface for Magento customizations, including module code, event-driven hooks, and platform conventions. This is the primary language-and-framework cluster for building upgrade-safe storefront behavior.",
"slug": "php-and-magento-extension-points",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Magento Dev",
"id": 231,
"rationale": null,
"role_archetype": "Engineering",
"slug": "magento-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and WordPress Hooks",
"id": 326,
"rationale": "Core implementation language and extension points used to build WordPress behavior. This covers PHP code that powers themes, plugins, and site-specific customizations, plus the hook system that stitches features into WordPress lifecycle events.",
"slug": "php-and-wordpress-hooks",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "WordPress Dev",
"id": 227,
"rationale": null,
"role_archetype": "Engineering",
"slug": "wordpress-dev",
"source": "db"
}
]
},
{
"dimension": {
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"display_name": "Programming Languages \u0026 Template Languages",
"id": 359,
"rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
"slug": "programming-languages-template-languages",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Drupal Dev",
"id": 228,
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"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
]
}
],
"input_skill": "PHP",
"matched_via": "alias",
"new_alias_persisted": false,
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"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Joomla",
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"new_alias_persisted": false,
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"new_skill_meta": {
"derived": {
"category": "Web Frameworks",
"skill_nature": "PLATFORM",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
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},
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"merge_log": [],
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"skill_id": "joomla",
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},
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},
{
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},
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"skill_id": "wordpress",
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},
"source_tag": "llm",
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},
{
"aliases_in_db": [],
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"dimensions": [],
"input_skill": "Drupal",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
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},
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},
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},
{
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"dimensions": [],
"input_skill": "Magento",
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"new_skill_meta": {
"derived": {
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},
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},
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},
{
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"input_skill": "Database",
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"new_alias_persisted": false,
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"new_skill_meta": {
"derived": {
"category": "Databases",
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},
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},
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}
],
"unmatched_skills": [
"Joomla",
"WordPress",
"Drupal",
"Magento",
"Database"
]
}
API 3 — final-role-output
{
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"id": 25,
"rationale": "Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: Web Developer",
"role_archetype": null,
"slug": "web-developer",
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},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "PHP",
"tag": "in_db"
},
{
"skill": "Joomla",
"tag": "new"
},
{
"skill": "WordPress",
"tag": "new"
},
{
"skill": "Drupal",
"tag": "new"
},
{
"skill": "Magento",
"tag": "new"
},
{
"skill": "Database",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [
{
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"dimension": {
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},
"dimension_id": 391,
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"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": "Magento Dev",
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"role_archetype": "Engineering",
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}
],
"skill_dimension_saved": true,
"skill_id": 2986,
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},
{
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},
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"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
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}
],
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},
{
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"dimension": {
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},
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"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": "Drupal Dev",
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"role_archetype": "Engineering",
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}
],
"skill_dimension_saved": true,
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}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "f8eb0bb2-2343-4360-8b8d-65cf2398d39c"
}
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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