Pipeline run
341a2d43-6f67-4ce0-b132-396ec76ae328
Pipeline LLM cost (USD)
API 1: $0.0049
API 2: $0.0003
API 3: $0.0000
Total: $0.0052
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
Nature of work
—
Tech stack maturity
Mainstream Modern
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 (0)
Skill cluster (0 dimension groups, role-scoped)
Show KRA description ↓
• Lead the development and implementation of strategic human resource initiatives.
• Provide leadership and direction to the HR team to achieve team goals.
• Design and oversee recruitment processes to attract top-tier talent.
• Develop training and development programs to enhance employee skills and growth.
• Ensure compliance with employment laws, regulations, and company policies.
• Manage employee relations issues and oversee conflict resolution processes.
• Conduct regular assessments of HR policies and suggest improvements.
• Facilitate performance management processes, including appraisals and feedback systems.
• Drive initiatives to promote a diverse and inclusive workplace culture.
• Collaborate with executive leadership to align HR goals with organizational strategy.
• Oversee the implementation and management of employee benefit programs.
• Monitor industry HR trends and integrate best practices into the organization.
Signals
Skill
—
—
Alias
—
—
KRA
cybersecurity-engineer
0.43
Status:
completed
Created: 2026-05-27T14:26:44.494018Z
Updated: 2026-05-28T12:14:52.834216Z
API 3 duration: 1514 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
Senior HR Manager
CASE NEWslug: — · id: — · source: llm
Resolution:
human_review_required
— role not in DB; role↔dimension links may be deferred.
0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped
Job description
Job Description The Senior HR Manager plays a crucial role in shaping the organizational culture and driving the strategic human resource initiatives that enhance company performance and employee engagement. This leadership position involves designing and implementing comprehensive HR strategies aligning with business objectives, fostering a positive and inclusive work environment. The ideal candidate will possess extensive experience in human resources, demonstrated leadership capabilities, and the ability to influence at all levels of the organization. By leveraging your expertise in recruitment, talent management, employee relations, and organizational development, you will support the continuous growth and improvement of HR processes and systems, ensuring compliance with laws and regulations. As a pivotal leadership figure, you will mentor and guide HR professionals, playing an integral part in fostering a culture that attracts, retains, and develops talent. Responsibilities • Lead the development and implementation of strategic human resource initiatives. • Provide leadership and direction to the HR team to achieve team goals. • Design and oversee recruitment processes to attract top-tier talent. • Develop training and development programs to enhance employee skills and growth. • Ensure compliance with employment laws, regulations, and company policies. • Manage employee relations issues and oversee conflict resolution processes. • Conduct regular assessments of HR policies and suggest improvements. • Facilitate performance management processes, including appraisals and feedback systems. • Drive initiatives to promote a diverse and inclusive workplace culture. • Collaborate with executive leadership to align HR goals with organizational strategy. • Oversee the implementation and management of employee benefit programs. • Monitor industry HR trends and integrate best practices into the organization. Requirements • Bachelor’s degree in Human Resources, Business Administration, or related field. • Minimum of 8 years of experience in human resources management roles. • Proven experience in leading and developing high-performing HR teams. • Strong understanding of labor laws and compliance requirements. • Excellent interpersonal and communication skills, both verbal and written. • Ability to work effectively in a fast-paced, dynamic environment. • Demonstrated strategic thinking and problem-solving capabilities. • Professional HR certification (e.g., SHRM-CP, PHR) preferred. Job Details Role Level: Mid-Level Work Type: Full-Time Country: India City: New Delhi Company Website: https://www.talentmate.com Job Function: Human Resources (HR) Company Industry/ Sector: Recruitment & Staffing What We Offer About The Company Searching, interviewing and hiring are all part of the professional life. The TALENTMATE Portal idea is to fill and help professionals doing one of them by bringing together the requisites under One Roof. Whether you're hunting for your Next Job Opportunity or Looking for Potential Employers, we're here to lend you a Helping Hand. Report Similar Jobs General Counsel Talentmate Senior Specialised Tanker Operator - Dubai Talentmate Senior Counsel Regulatory Talentmate Automation Testing Professional (225-925) Talentmate MERN Stack Developer (225-925) Talentmate IT Business Analyst (225-925) Talentmate Disclaimer: talentmate.com is only a platform to bring jobseekers & employers together. Applicants are advised to research the bonafides of the prospective employer independently. We do NOT endorse any requests for money payments and strictly advice against sharing personal or bank related information. We also recommend you visit Security Advice for more information. If you suspect any fraud or malpractice, email us at abuse@talentmate.com.
history_view bundle (older API). Showing raw API payloads below.
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Human Resources Management | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Recruitment | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Talent Management | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Employee Relations | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Organizational Development | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Labor Laws | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Compliance | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Performance Management | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Diversity and Inclusion | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | HR Certification (e.g., SHRM-CP, PHR) | type=Soft Skills subtype=general nature=CREDENTIAL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Human Resources Management | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Recruitment | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Talent Management | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Employee Relations | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Organizational Development | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Labor Laws | type=Soft Skills subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | HR Certification (e.g., SHRM-CP, PHR) | type=Soft Skills subtype=general nature=CREDENTIAL lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
RoleSenior HR Manager
CompanyTalentmate
ExperienceMinimum of 8 years of experience in human resources management roles.
DomainRecruitment & Staffing
Location
New Delhi, India
(onsite)
JD type
pass
Certifications
SHRM-CP
PHR
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Searching, interviewing and hiring are",
"last_5_words": "lend you a Helping Hand."
},
"text": "Searching, interviewing and hiring are all part of the professional life. The TALENTMATE Portal idea is to fill and help professionals doing one of them by bringing together the requisites under One Roof. Whether you\u0027re hunting for your Next Job Opportunity or Looking for Potential Employers, we\u0027re here to lend you a Helping Hand.",
"word_count": 50
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Role",
"conflict resolution",
"roles",
"policies",
"goals"
],
"certifications": [
"SHRM-CP",
"PHR"
],
"company_name": "Talentmate",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Recruitment",
"Staffing"
],
"domain": "Recruitment \u0026 Staffing"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC/BA - Human Resources / Business Administration (or related)",
"raw": "Bachelor\u2019s degree in Human Resources, Business Administration, or related field.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 8,
"raw": "Minimum of 8 years of experience in human resources management roles."
},
"job_locations": [
{
"aliases": [
"Delhi"
],
"city": "New Delhi",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Senior HR Manager",
"role_aliases": [
"HR Manager",
"Human Resources Manager",
"HR Lead"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 12,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Lead the development and",
"last_5_words": "best practices into the organization."
},
"text": "\u2022 Lead the development and implementation of strategic human resource initiatives.\n\u2022 Provide leadership and direction to the HR team to achieve team goals.\n\u2022 Design and oversee recruitment processes to attract top-tier talent.\n\u2022 Develop training and development programs to enhance employee skills and growth.\n\u2022 Ensure compliance with employment laws, regulations, and company policies.\n\u2022 Manage employee relations issues and oversee conflict resolution processes.\n\u2022 Conduct regular assessments of HR policies and suggest improvements.\n\u2022 Facilitate performance management processes, including appraisals and feedback systems.\n\u2022 Drive initiatives to promote a diverse and inclusive workplace culture.\n\u2022 Collaborate with executive leadership to align HR goals with organizational strategy.\n\u2022 Oversee the implementation and management of employee benefit programs.\n\u2022 Monitor industry HR trends and integrate best practices into the organization.",
"word_count": 199
}
],
"urls": [
{
"type": "website",
"url": "https://www.talentmate.com"
}
]
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [],
"jd_role": {
"display_name": "Senior HR Manager",
"rationale": null,
"role_aliases": [
"HR Manager",
"Human Resources Manager",
"HR Lead"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Searching, interviewing and hiring are",
"last_5_words": "lend you a Helping Hand."
},
"text": "Searching, interviewing and hiring are all part of the professional life. The TALENTMATE Portal idea is to fill and help professionals doing one of them by bringing together the requisites under One Roof. Whether you\u0027re hunting for your Next Job Opportunity or Looking for Potential Employers, we\u0027re here to lend you a Helping Hand.",
"word_count": 50
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Role",
"conflict resolution",
"roles",
"policies",
"goals"
],
"certifications": [
"SHRM-CP",
"PHR"
],
"company_name": "Talentmate",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Recruitment",
"Staffing"
],
"domain": "Recruitment \u0026 Staffing"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC/BA - Human Resources / Business Administration (or related)",
"raw": "Bachelor\u2019s degree in Human Resources, Business Administration, or related field.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 8,
"raw": "Minimum of 8 years of experience in human resources management roles."
},
"job_locations": [
{
"aliases": [
"Delhi"
],
"city": "New Delhi",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Senior HR Manager",
"role_aliases": [
"HR Manager",
"Human Resources Manager",
"HR Lead"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 12,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Lead the development and",
"last_5_words": "best practices into the organization."
},
"text": "\u2022 Lead the development and implementation of strategic human resource initiatives.\n\u2022 Provide leadership and direction to the HR team to achieve team goals.\n\u2022 Design and oversee recruitment processes to attract top-tier talent.\n\u2022 Develop training and development programs to enhance employee skills and growth.\n\u2022 Ensure compliance with employment laws, regulations, and company policies.\n\u2022 Manage employee relations issues and oversee conflict resolution processes.\n\u2022 Conduct regular assessments of HR policies and suggest improvements.\n\u2022 Facilitate performance management processes, including appraisals and feedback systems.\n\u2022 Drive initiatives to promote a diverse and inclusive workplace culture.\n\u2022 Collaborate with executive leadership to align HR goals with organizational strategy.\n\u2022 Oversee the implementation and management of employee benefit programs.\n\u2022 Monitor industry HR trends and integrate best practices into the organization.",
"word_count": 199
}
],
"urls": [
{
"type": "website",
"url": "https://www.talentmate.com"
}
]
},
"rejected": false,
"rejection_reason": null,
"run_id": "341a2d43-6f67-4ce0-b132-396ec76ae328",
"stage3_signals": {
"alias_found": false,
"alias_match_roles": [],
"kra_match_roles": [
{
"display_name": "Cyber Security Engineer",
"kra_matches": [
{
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"sentence": "Ensure compliance with employment laws, regulations, and company policies.",
"similarity": 0.4607
},
{
"kra_text": "Reviews and enforces access control policies, privilege escalation procedures, role-based access control, and identity governance workflows.",
"sentence": "Facilitate performance management processes, including appraisals and feedback systems.",
"similarity": 0.4264
},
{
"kra_text": "Reviews and enforces access control policies, privilege escalation procedures, role-based access control, and identity governance workflows.",
"sentence": "Conduct regular assessments of HR policies and suggest improvements.",
"similarity": 0.4175
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 5,
"score": 0.4348,
"slug": "cybersecurity-engineer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborate with executive leadership to align HR goals with organizational strategy.",
"similarity": 0.4509
},
{
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"sentence": "Design and oversee recruitment processes to attract top-tier talent.",
"similarity": 0.4374
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Facilitate performance management processes, including appraisals and feedback systems.",
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}
],
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"matched_skills": null,
"role_id": 74,
"score": 0.4301,
"slug": "flutter-developer",
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},
{
"display_name": "AI Compliance Officer",
"kra_matches": [
{
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"sentence": "Ensure compliance with employment laws, regulations, and company policies.",
"similarity": 0.4476
},
{
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"sentence": "Manage employee relations issues and oversee conflict resolution processes.",
"similarity": 0.4061
},
{
"kra_text": "Manages AI deployment approval workflows, periodic reassessment calendars, and conditional authorization records for production AI systems.",
"sentence": "Facilitate performance management processes, including appraisals and feedback systems.",
"similarity": 0.3949
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 12,
"score": 0.4162,
"slug": "ai-compliance-officer",
"total_count": null
},
{
"display_name": "DevOps Engineer",
"kra_matches": [
{
"kra_text": "Manages release management processes including environment promotion gates, deployment approval workflows, change management records, and rollback procedures.",
"sentence": "Facilitate performance management processes, including appraisals and feedback systems.",
"similarity": 0.4108
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Develop training and development programs to enhance employee skills and growth.",
"similarity": 0.4079
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Collaborate with executive leadership to align HR goals with organizational strategy.",
"similarity": 0.3801
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.3996,
"slug": "devops-engineer",
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},
{
"display_name": "Cloud Architect",
"kra_matches": [
{
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"sentence": "Design and oversee recruitment processes to attract top-tier talent.",
"similarity": 0.4067
},
{
"kra_text": "Establishes cloud governance guardrails including budget alerts, resource quotas, policy-as-code enforcement, and compliance posture management.",
"sentence": "Ensure compliance with employment laws, regulations, and company policies.",
"similarity": 0.3858
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Facilitate performance management processes, including appraisals and feedback systems.",
"similarity": 0.3832
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.3919,
"slug": "cloud-architect",
"total_count": null
}
],
"skill_match_roles": []
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "NEW",
"chosen_role": {
"display_name": "Senior HR Manager",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": null,
"score": 0.0,
"slug": "senior-hr-manager",
"total_count": null
},
"confidence": 0.0,
"is_new_role": true,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": "Senior HR Manager",
"new_role_slug": "senior-hr-manager",
"queued": false,
"reasoning": "No catalog signal for \u0027Senior HR Manager\u0027: KRA top=0.43 (\u003c0.45), skill top=0.00 (\u003c0.20). Finalizing as new role; v3 enriches in background.",
"sub_role": null
},
"stage5_updates": null
}
API 2 — extract-details
{
"alias_matches": [],
"candidate_roles": [],
"chosen_role": {
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"id": null,
"rationale": null,
"role_archetype": null,
"slug": "",
"source": "llm"
},
"dimensions": [],
"input_final_skills": [
"Human Resources Management",
"Recruitment",
"Talent Management",
"Employee Relations",
"Organizational Development",
"Labor Laws",
"HR Certification (e.g., SHRM-CP, PHR)"
],
"input_llm_skills": [
"Human Resources Management",
"Recruitment",
"Talent Management",
"Employee Relations",
"Organizational Development",
"Labor Laws",
"HR Certification (e.g., SHRM-CP, PHR)"
],
"new_aliases_persisted": 0,
"run_id": "341a2d43-6f67-4ce0-b132-396ec76ae328",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Human Resources Management",
"matched_via": null,
"new_alias_persisted": false,
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"new_skill_meta": {
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"skill_nature": "CONCEPT",
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"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
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},
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},
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{
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},
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{
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{
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},
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},
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},
{
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"new_skill_meta": {
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},
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},
{
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"input_skill": "Labor Laws",
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},
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},
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},
{
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"input_skill": "HR Certification (e.g., SHRM-CP, PHR)",
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"new_skill_meta": {
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"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "hr-certification-e-g-shrm-cp-phr",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Human Resources Management",
"Recruitment",
"Talent Management",
"Employee Relations",
"Organizational Development",
"Labor Laws",
"HR Certification (e.g., SHRM-CP, PHR)"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Senior HR Manager",
"id": null,
"rationale": null,
"role_archetype": null,
"slug": "",
"source": "llm"
},
"chosen_role_resolution": "human_review_required",
"final_input_skills": [
{
"skill": "Human Resources Management",
"tag": "new"
},
{
"skill": "Recruitment",
"tag": "new"
},
{
"skill": "Talent Management",
"tag": "new"
},
{
"skill": "Employee Relations",
"tag": "new"
},
{
"skill": "Organizational Development",
"tag": "new"
},
{
"skill": "Labor Laws",
"tag": "new"
},
{
"skill": "HR Certification (e.g., SHRM-CP, PHR)",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "341a2d43-6f67-4ce0-b132-396ec76ae328"
}
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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