Pipeline run
40d68ae0-3a5c-4b49-adb9-0d86e9e47cc4
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
This is a full-time on-site role for a Project Control Coordinator. The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team memb…
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Project Manager (Tech)
domain · Tech-Adjacent CASE DOMAINslug: project-manager-tech · id: 118 · source: db
Domain=Tech-Adjacent; The JD centers on coordinating project delivery, monitoring timelines and budgets, managing stakeholders, and using project management tools, which best matches a technical project management role.
Matched skills
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
Company Description GeekyBones Lab Pvt Ltd is a software company located in Sahibzada Ajit Singh Nagar that specializes in delivering innovative and customized solutions to boost business productivity and elevate user experience. Our team of skilled developers, designers, and strategists crafts top-notch software solutions using the best industry practices and emerging trends. We bring expertise in areas such as React Native, React JS, Symfony, Laravel, Codeigniter, MeteorJS, ExpressJS, Angular, HTML/CSS, PSD to HTML, REST API development, Android and iOS Mobile apps, and more. Role Description This is a full-time on-site role for a Project Control Coordinator. The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders. Qualifications • Must have technical knowledge of PHP Frameworks/MERN Frameworks. • Project Coordination and Project Control skills • Experience in Cost Control and Analytical skills • Excellent communication skills • Bachelor's degree in Business Administration, Information Technology, or a related field • Experience with project management tools such as Jira or Asana • Ability to lead and manage cross-functional teams • Relevant certifications such as PMP, CAPM, or PMI-ACP are a plus • Only Technical Person can apply
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Aliases — catalog
- 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) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Web Frameworks
- Sub-category
- general
- Skill nature
- CONCEPT
- 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
- Project Management Tools
- Sub-category
- general
- Skill nature
- TOOL
- 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
- Project Management 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 |
|---|---|---|---|---|---|---|
| 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 | MERN | type=Web Frameworks subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Jira | type=Project Management Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Asana | type=Project Management Tools subtype=general nature=TOOL lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Certifications
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "GeekyBones Lab Pvt Ltd is",
"last_5_words": "and iOS Mobile apps, and more."
},
"text": "GeekyBones Lab Pvt Ltd is a software company located in Sahibzada Ajit Singh Nagar that specializes in delivering innovative and customized solutions to boost business productivity and elevate user experience. Our team of skilled developers, designers, and strategists crafts top-notch software solutions using the best industry practices and emerging trends. We bring expertise in areas such as React Native, React JS, Symfony, Laravel, Codeigniter, MeteorJS, ExpressJS, Angular, HTML/CSS, PSD to HTML, REST API development, Android and iOS Mobile apps, and more.",
"word_count": 84
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Monitoring",
"API",
"iOS",
"Android",
"Role",
"REST",
"Angular",
"React Native",
"PHP",
"HTML",
"CodeIgniter",
"Laravel",
"Symfony",
"React",
"CSS"
],
"certifications": [
"PMP",
"CAPM",
"PMI-ACP"
],
"company_name": "GeekyBones Lab Pvt Ltd",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"SaaS",
"Software Solutions"
],
"domain": "Software \u0026 SaaS Products"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC/BA/BCOM - Business Administration / Information Technology (or related)",
"raw": "Bachelor\u0027s degree in Business Administration, Information Technology, or a related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": null,
"raw": null
},
"job_locations": [
{
"aliases": [],
"city": "Sahibzada Ajit Singh Nagar",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Project Control Coordinator",
"role_aliases": [
"Project Coordinator",
"Project Manager",
"Project Control Specialist"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Role Description",
"heading_was_present": true,
"source_marker": {
"first_5_words": "This is a full-time on-site",
"last_5_words": "status and issues to stakeholders."
},
"text": "This is a full-time on-site role for a Project Control Coordinator. The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"word_count": 47
},
{
"bullet_count": 9,
"heading": "Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Must have technical knowledge",
"last_5_words": "Technical Person can apply"
},
"text": "\u2022 Must have technical knowledge of PHP Frameworks/MERN Frameworks.\n\u2022 Project Coordination and Project Control skills\n\u2022 Experience in Cost Control and Analytical skills\n\u2022 Excellent communication skills\n\u2022 Bachelor\u0027s degree in Business Administration, Information Technology, or a related field\n\u2022 Experience with project management tools such as Jira or Asana\n\u2022 Ability to lead and manage cross-functional teams\n\u2022 Relevant certifications such as PMP, CAPM, or PMI-ACP are a plus\n\u2022 Only Technical Person can apply",
"word_count": 83
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "PHP"
},
{
"is_primary": true,
"skill_name": "MERN"
},
{
"is_primary": true,
"skill_name": "Jira"
},
{
"is_primary": true,
"skill_name": "Asana"
}
],
"jd_role": {
"display_name": "Project Control Coordinator",
"rationale": null,
"role_aliases": [
"Project Coordinator",
"Project Manager",
"Project Control Specialist"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "GeekyBones Lab Pvt Ltd is",
"last_5_words": "and iOS Mobile apps, and more."
},
"text": "GeekyBones Lab Pvt Ltd is a software company located in Sahibzada Ajit Singh Nagar that specializes in delivering innovative and customized solutions to boost business productivity and elevate user experience. Our team of skilled developers, designers, and strategists crafts top-notch software solutions using the best industry practices and emerging trends. We bring expertise in areas such as React Native, React JS, Symfony, Laravel, Codeigniter, MeteorJS, ExpressJS, Angular, HTML/CSS, PSD to HTML, REST API development, Android and iOS Mobile apps, and more.",
"word_count": 84
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Monitoring",
"API",
"iOS",
"Android",
"Role",
"REST",
"Angular",
"React Native",
"PHP",
"HTML",
"CodeIgniter",
"Laravel",
"Symfony",
"React",
"CSS"
],
"certifications": [
"PMP",
"CAPM",
"PMI-ACP"
],
"company_name": "GeekyBones Lab Pvt Ltd",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"SaaS",
"Software Solutions"
],
"domain": "Software \u0026 SaaS Products"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC/BA/BCOM - Business Administration / Information Technology (or related)",
"raw": "Bachelor\u0027s degree in Business Administration, Information Technology, or a related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": null,
"raw": null
},
"job_locations": [
{
"aliases": [],
"city": "Sahibzada Ajit Singh Nagar",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Project Control Coordinator",
"role_aliases": [
"Project Coordinator",
"Project Manager",
"Project Control Specialist"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Role Description",
"heading_was_present": true,
"source_marker": {
"first_5_words": "This is a full-time on-site",
"last_5_words": "status and issues to stakeholders."
},
"text": "This is a full-time on-site role for a Project Control Coordinator. The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"word_count": 47
},
{
"bullet_count": 9,
"heading": "Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Must have technical knowledge",
"last_5_words": "Technical Person can apply"
},
"text": "\u2022 Must have technical knowledge of PHP Frameworks/MERN Frameworks.\n\u2022 Project Coordination and Project Control skills\n\u2022 Experience in Cost Control and Analytical skills\n\u2022 Excellent communication skills\n\u2022 Bachelor\u0027s degree in Business Administration, Information Technology, or a related field\n\u2022 Experience with project management tools such as Jira or Asana\n\u2022 Ability to lead and manage cross-functional teams\n\u2022 Relevant certifications such as PMP, CAPM, or PMI-ACP are a plus\n\u2022 Only Technical Person can apply",
"word_count": 83
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "40d68ae0-3a5c-4b49-adb9-0d86e9e47cc4",
"stage3_signals": {
"alias_found": false,
"alias_match_roles": [],
"kra_match_roles": [
{
"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": "Ability to lead and manage cross-functional teams",
"similarity": 0.4349
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"similarity": 0.3981
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Project Coordination and Project Control skills",
"similarity": 0.3759
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.403,
"slug": "cloud-architect",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Builds and integrates client-side React or Vue components with server-side Node.js or Django APIs, managing bidirectional data flow across frontend and backend layers.",
"sentence": "Must have technical knowledge of PHP Frameworks/MERN Frameworks.",
"similarity": 0.4205
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"similarity": 0.3953
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Ability to lead and manage cross-functional teams",
"similarity": 0.3761
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.3973,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Ability to lead and manage cross-functional teams",
"similarity": 0.4489
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Must have technical knowledge of PHP Frameworks/MERN Frameworks.",
"similarity": 0.3563
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"similarity": 0.3513
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.3855,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "DevOps Engineer",
"kra_matches": [
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Ability to lead and manage cross-functional teams",
"similarity": 0.4047
},
{
"kra_text": "Monitors CI/CD pipeline reliability, identifies bottlenecks in delivery workflows, and improves deployment frequency, lead time, and failure recovery rate.",
"sentence": "The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"similarity": 0.4029
},
{
"kra_text": "Manages release management processes including environment promotion gates, deployment approval workflows, change management records, and rollback procedures.",
"sentence": "Project Coordination and Project Control skills",
"similarity": 0.3392
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.3822,
"slug": "devops-engineer",
"total_count": null
},
{
"display_name": "Data Engineer",
"kra_matches": [
{
"kra_text": "Works with data analysts, data scientists, and business stakeholders to define data models, ingestion schedules, and data delivery requirements.",
"sentence": "The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team members to ensure project delivery on time and within budget, and effectively communicating project status and issues to stakeholders.",
"similarity": 0.4554
},
{
"kra_text": "Works with data analysts, data scientists, and business stakeholders to define data models, ingestion schedules, and data delivery requirements.",
"sentence": "Ability to lead and manage cross-functional teams",
"similarity": 0.3298
},
{
"kra_text": "Works with data analysts, data scientists, and business stakeholders to define data models, ingestion schedules, and data delivery requirements.",
"sentence": "Bachelor\u0027s degree in Business Administration, Information Technology, or a related field",
"similarity": 0.279
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 2,
"score": 0.3547,
"slug": "data-engineer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "WordPress Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 227,
"score": 0.25,
"slug": "wordpress-dev",
"total_count": 4
},
{
"display_name": "Drupal Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 228,
"score": 0.25,
"slug": "drupal-dev",
"total_count": 4
},
{
"display_name": "Magento Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 231,
"score": 0.25,
"slug": "magento-dev",
"total_count": 4
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "DOMAIN",
"chosen_role": {
"display_name": "Project Manager (Tech)",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 118,
"score": 0.95,
"slug": "project-manager-tech",
"total_count": null
},
"confidence": 0.95,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Project Coordination",
"Project Control",
"Budget and Cost Management",
"Stakeholder Communication",
"Cross-functional Team Leadership",
"Technical Project Delivery"
],
"matched_kras": [
"analyzing project data",
"monitoring project progress and deadlines",
"coordinate with team members",
"ensure project delivery on time and within budget",
"communicating project status and issues to stakeholders",
"lead and manage cross-functional teams"
],
"matched_skills": [
"PHP Frameworks",
"MERN Frameworks",
"Project Coordination",
"Project Control",
"Cost Control",
"Analytical skills",
"Excellent communication skills",
"Jira",
"Asana",
"PMP",
"CAPM",
"PMI-ACP"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Tech-Adjacent; The JD centers on coordinating project delivery, monitoring timelines and budgets, managing stakeholders, and using project management tools, which best matches a technical project management role.",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 2,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 439,
"r_and_r_preview": "This is a full-time on-site role for a Project Control Coordinator. The candidate will be responsible for analyzing project data, monitoring project progress and deadlines, coordinating with team memb",
"role_display_name": "Project Manager (Tech)",
"role_slug": "project-manager-tech",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 7856,
"role_display_name": "Project Manager (Tech)",
"role_slug": "project-manager-tech",
"skill_name": "MERN",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 7857,
"role_display_name": "Project Manager (Tech)",
"role_slug": "project-manager-tech",
"skill_name": "Jira",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 7858,
"role_display_name": "Project Manager (Tech)",
"role_slug": "project-manager-tech",
"skill_name": "Asana",
"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": 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": "Project Manager (Tech)",
"id": 118,
"rationale": "Domain=Tech-Adjacent; The JD centers on coordinating project delivery, monitoring timelines and budgets, managing stakeholders, and using project management tools, which best matches a technical project management role.",
"role_archetype": null,
"slug": "project-manager-tech",
"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",
"MERN",
"Jira",
"Asana"
],
"input_llm_skills": [
"PHP",
"MERN",
"Jira",
"Asana"
],
"new_aliases_persisted": 0,
"run_id": "40d68ae0-3a5c-4b49-adb9-0d86e9e47cc4",
"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",
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"slug": "php-and-magento-extension-points",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Magento Dev",
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"role_archetype": "Engineering",
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}
]
},
{
"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",
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"role_archetype": "Engineering",
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}
]
},
{
"dimension": {
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"slug": "programming-languages-template-languages",
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},
"input_skill": "PHP",
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"roles_from_db": [
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
]
}
],
"input_skill": "PHP",
"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": "MERN",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Web Frameworks",
"skill_nature": "CONCEPT",
"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": "mern",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
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"dimensions": [],
"input_skill": "Jira",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Project Management Tools",
"skill_nature": "TOOL",
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"typical_lifespan": "MULTI_YEAR",
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"volatility": "MEDIUM"
},
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"placed": null,
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"skill_id": "jira",
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"typed": null,
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},
"source_tag": "llm",
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},
{
"aliases_in_db": [],
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"dimensions": [],
"input_skill": "Asana",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Project Management Tools",
"skill_nature": "TOOL",
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"typical_lifespan": "MULTI_YEAR",
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},
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},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"MERN",
"Jira",
"Asana"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Project Manager (Tech)",
"id": 118,
"rationale": "Domain=Tech-Adjacent; The JD centers on coordinating project delivery, monitoring timelines and budgets, managing stakeholders, and using project management tools, which best matches a technical project management role.",
"role_archetype": null,
"slug": "project-manager-tech",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "PHP",
"tag": "in_db"
},
{
"skill": "MERN",
"tag": "new"
},
{
"skill": "Jira",
"tag": "new"
},
{
"skill": "Asana",
"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": {
"difficulty_hint": "well_known",
"display_name": "PHP and Magento Extension Points",
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"source": "db"
},
"dimension_id": 391,
"input_skill": "PHP",
"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,
"skill_tag": "in_db",
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},
{
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"source": "db"
},
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"input_skill": "PHP",
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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": [
{
"display_name": "WordPress 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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"dimension": {
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"source": "db"
},
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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": [
{
"display_name": "Drupal Dev",
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"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2986,
"skill_tag": "in_db",
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}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "40d68ae0-3a5c-4b49-adb9-0d86e9e47cc4"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.