Pipeline run

{
  "final_skills": [
    {
      "dimension": null,
      "is_primary": true,
      "layer": "L3",
      "layer_source": "llm",
      "rationale": "While Agile is mentioned in the context of keeping BA practices modern, it is presented as a general practice rather than a specific differentiator for this role, making it more suitable for L3.",
      "skill_name": "Agile"
    },
    {
      "dimension": null,
      "is_primary": true,
      "layer": "L1",
      "layer_source": "llm",
      "rationale": "AI is mentioned in the context of setting direction and planning for the Business Analysis Practice, indicating its importance as a differentiator for this specific role.",
      "skill_name": "AI"
    }
  ],
  "jd_parameters": {
    "certifications": [
      "CBAP",
      "AINS",
      "CPCU"
    ],
    "clientDetails": null,
    "company": "Manomay",
    "companySize": null,
    "ctc": {
      "currency": null,
      "max": null,
      "min": null,
      "period": null,
      "raw": null
    },
    "educationRequirements": [
      "BTECH/BE/BSC - Business",
      "MBA - Business Administration"
    ],
    "experience": {
      "max": null,
      "min": 12,
      "raw": "12+ years of experience in Business Analysis, Consulting, or Business Transformation"
    },
    "industryDomain": "Insurance",
    "knockouts": {
      "certifications": [
        "CBAP",
        "AINS",
        "CPCU"
      ],
      "ctc": {
        "currency": null,
        "max": null,
        "min": null
      },
      "educationRequirements": [
        "BTECH/BE/BSC - Business",
        "MBA - Business Administration"
      ],
      "experience": {
        "max": null,
        "min": 12
      },
      "location": [
        "Hyderabad, India"
      ],
      "noticePeriod": null
    },
    "locations": [
      "Hyderabad, India"
    ],
    "noticePeriod": null,
    "openToRelocate": false,
    "role": "Business Analysis Practice Lead",
    "roleSynonyms": [
      "Business Analysis Lead",
      "Business Analysis Manager",
      "Practice Lead"
    ]
  },
  "jd_role": {
    "display_name": "Business Analysis Practice Lead",
    "rationale": null,
    "role_aliases": [
      "Business Analysis Lead",
      "Business Analysis Manager",
      "Practice Lead"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": null,
    "ai_kras": [
      "\u2022 Own how AI is used within the BA practice \u2014 decide which AI tools to adopt or build, and how.",
      "\u2022 Build AI-powered templates and tools that help BAs work faster and better (e.g., for writing requirements or documentation).",
      "\u2022 Make sure AI is used responsibly \u2014 with attention to data privacy and proper checks."
    ],
    "archetype_override_applied": true,
    "archetype_override_matched_skills": [
      "Agile",
      "Make",
      "Role",
      "Models",
      "mentoring",
      "templates",
      "Location",
      "relationships",
      "claims"
    ],
    "certifications": [
      "CBAP",
      "AINS",
      "CPCU"
    ],
    "client_details": null,
    "company_name": "Manomay",
    "company_size": null,
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "BFSI",
          "Insurance Domain"
        ],
        "domain": "Insurance"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "BTECH/BE/BSC - Business",
        "raw": "Bachelor\u2019s degree in business, Technology, Engineering, Information Systems, or related field.",
        "requirement": "required"
      },
      {
        "level": "Master\u0027s",
        "qualification": "MBA - Business Administration",
        "raw": "MBA preferred.",
        "requirement": "preferred"
      }
    ],
    "experience": {
      "max": null,
      "min": 12,
      "raw": "12+ years of experience in Business Analysis, Consulting, or Business Transformation"
    },
    "job_locations": [
      {
        "aliases": [],
        "city": "Hyderabad",
        "country": "India",
        "state": null,
        "work_mode": "null"
      }
    ],
    "notice_period": {
      "days": null,
      "raw": null
    },
    "open_to_relocate": false,
    "role": "Business Analysis Practice Lead",
    "role_aliases": [
      {
        "name": "Business Analysis Lead",
        "reasoning": "generalized form of the picked role",
        "relation": "synonym"
      },
      {
        "name": "Business Analysis Manager",
        "reasoning": "common industry alt for the same archetype",
        "relation": "synonym"
      },
      {
        "name": "Practice Lead",
        "reasoning": "reflects the leadership aspect of the role",
        "relation": "synonym"
      }
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 4,
        "heading": "Practice Strategy \u0026 Excellence",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Set the direction and",
          "last_5_words": "ahead of the curve."
        },
        "text": "\u2022 Set the direction and plan for growing the Business Analysis Practice and build the practice\u0027s structure \u2014 how BAs are organized, trained, and grow within the practice.\n\u2022 Set common standards and ways of working for business analysis across the company.\n\u2022 Keep BA practices modern and aligned with current methods (Agile, product thinking, AI etc.).\n\u2022 Bring in new tools and techniques to keep the practice ahead of the curve.",
        "word_count": 64
      },
      {
        "bullet_count": 2,
        "heading": "Capability Building \u0026 Talent Development",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Build a clear career",
          "last_5_words": "to build BA skills."
        },
        "text": "\u2022 Build a clear career path for BAs \u2014 from junior to senior levels. Mentor and develop future BA leaders.\n\u2022 Create training programs and certifications to build BA skills.",
        "word_count": 30
      },
      {
        "bullet_count": 3,
        "heading": "Domain Expertise \u0026 Knowledge Management",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Build deep insurance domain",
          "last_5_words": "templates, process maps, and reference models."
        },
        "text": "\u2022 Build deep insurance domain expertise across verticals and across the BA team \u2014 covering key areas like underwriting, policy administration, claims, Billing/Finance and Reinsurance\n\u2022 Build strong understanding of insurance data (policy, claims, underwriting, actuarial) to help BAs bridge business needs and technical/data solutions.\n\u2022 Create reusable insurance-specific assets \u2014 templates, process maps, and reference models.",
        "word_count": 56
      },
      {
        "bullet_count": 3,
        "heading": "AI Enablement \u0026 Innovation",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Own how AI is used",
          "last_5_words": "data privacy and proper checks."
        },
        "text": "\u2022 Own how AI is used within the BA practice \u2014 decide which AI tools to adopt or build, and how.\n\u2022 Build AI-powered templates and tools that help BAs work faster and better (e.g., for writing requirements or documentation).\n\u2022 Make sure AI is used responsibly \u2014 with attention to data privacy and proper checks.",
        "word_count": 48
      },
      {
        "bullet_count": 2,
        "heading": "Consulting Excellence \u0026 Client Advisory",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Serve as the primary",
          "last_5_words": "for key client relationships."
        },
        "text": "\u2022 Serve as the primary bridge between business and technology \u2014 ensuring business needs translate into technology requirements, and technology capabilities are understood by business stakeholders.\n\u2022 Act as a senior advisor on BA and domain topics for key client relationships.",
        "word_count": 42
      },
      {
        "bullet_count": 5,
        "heading": "Market Positioning \u0026 Business Growth",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Build articles, frameworks, points",
          "last_5_words": "with existing/new customers."
        },
        "text": "\u2022 Build articles, frameworks, points of view, and content that showcase the practice\u0027s approach to business analysis and insurance domain consulting.\n\u2022 Create marketing content (case studies, capability decks, solution one-pagers) that helps position the practice to clients and the market.\n\u2022 Work with presales and sales teams to strengthen proposals with strong BA content.\n\u2022 Support new business pitches with practice examples, case studies, and ideas.\n\u2022 Spot opportunities to grow business using the practice\u0027s strengths with existing/new customers.",
        "word_count": 66
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "role": {
    "anchor_type": null,
    "display_name": "Business Analysis Practice Lead",
    "id": null,
    "resolution": "unresolved",
    "slug": null
  },
  "run_id": "5f2bbb9c-6b8b-4ae1-b058-272813abdbbb",
  "secondary_skills": [],
  "skill_layers": [
    {
      "label": "Primary",
      "layer": "L1",
      "skills": [
        {
          "name": "AI",
          "rationale": "AI is mentioned in the context of setting direction and planning for the Business Analysis Practice, indicating its importance as a differentiator for this specific role."
        }
      ]
    },
    {
      "label": "Hygiene",
      "layer": "L3",
      "skills": [
        {
          "name": "Agile",
          "rationale": "While Agile is mentioned in the context of keeping BA practices modern, it is presented as a general practice rather than a specific differentiator for this role, making it more suitable for L3."
        }
      ]
    }
  ],
  "stage3_signals": {
    "alias_found": false,
    "alias_match_roles": [],
    "kra_match_roles": [
      {
        "display_name": "AI Compliance Officer",
        "kra_matches": [
          {
            "kra_text": "Assesses personal data usage, retention schedules, consent mechanisms, and cross-border transfer requirements for AI systems handling sensitive information.",
            "sentence": "Make sure AI is used responsibly \u2014 with attention to data privacy and proper checks.",
            "similarity": 0.6336
          },
          {
            "kra_text": "Reviews AI use cases and model deployments against applicable regulations, internal ethics policies, and governance guidelines prior to production approval.",
            "sentence": "Own how AI is used within the BA practice \u2014 decide which AI tools to adopt or build, and how.",
            "similarity": 0.5587
          },
          {
            "kra_text": "Defines AI governance frameworks including fairness standards, transparency obligations, explainability requirements, and human oversight accountability structures.",
            "sentence": "Build AI-powered templates and tools that help BAs work faster and better (e.g. , for writing requirements or documentation).",
            "similarity": 0.477
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 12,
        "score": 0.5565,
        "slug": "ai-compliance-officer",
        "total_count": null
      },
      {
        "display_name": "AI Engineer",
        "kra_matches": [
          {
            "kra_text": "Translates product requirements into AI-powered features by integrating large language models like GPT-4, Claude, or Gemini into application workflows via API.",
            "sentence": "Build AI-powered templates and tools that help BAs work faster and better (e.g. , for writing requirements or documentation).",
            "similarity": 0.5334
          },
          {
            "kra_text": "Implements safety guardrails, content filtering, output validation, fallback handlers, and retry logic for robust and predictable AI feature behavior.",
            "sentence": "Make sure AI is used responsibly \u2014 with attention to data privacy and proper checks.",
            "similarity": 0.4933
          },
          {
            "kra_text": "Integrates AI model API responses with application business logic, database writes, event publishing, and downstream service orchestration.",
            "sentence": "Own how AI is used within the BA practice \u2014 decide which AI tools to adopt or build, and how.",
            "similarity": 0.493
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 13,
        "score": 0.5065,
        "slug": "ai-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": "Build strong understanding of insurance data (policy, claims, underwriting, actuarial) to help BAs bridge business needs and technical/data solutions.",
            "similarity": 0.4998
          },
          {
            "kra_text": "Works with data analysts, data scientists, and business stakeholders to define data models, ingestion schedules, and data delivery requirements.",
            "sentence": "Serve as the primary bridge between business and technology \u2014 ensuring business needs translate into technology requirements, and technology capabilities are understood by business stakeholders.",
            "similarity": 0.4586
          },
          {
            "kra_text": "Works with data analysts, data scientists, and business stakeholders to define data models, ingestion schedules, and data delivery requirements.",
            "sentence": "Set common standards and ways of working for business analysis across the company.",
            "similarity": 0.4389
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 2,
        "score": 0.4657,
        "slug": "data-engineer",
        "total_count": null
      },
      {
        "display_name": "Engineering Manager",
        "kra_matches": [
          {
            "kra_text": "facilitate technical and delivery decisions",
            "sentence": "Serve as the primary bridge between business and technology \u2014 ensuring business needs translate into technology requirements, and technology capabilities are understood by business stakeholders.",
            "similarity": 0.5115
          },
          {
            "kra_text": "coach performance and growth",
            "sentence": "Spot opportunities to grow business using the practice\u0027s strengths with existing/new customers.",
            "similarity": 0.4079
          },
          {
            "kra_text": "coach performance and growth",
            "sentence": "Set the direction and plan for growing the Business Analysis Practice and build the practice\u0027s structure \u2014 how BAs are organized, trained, and grow within the practice.",
            "similarity": 0.4075
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 121,
        "score": 0.4423,
        "slug": "engineering-manager",
        "total_count": null
      },
      {
        "display_name": "Flutter Developer",
        "kra_matches": [
          {
            "kra_text": "structure reusable application code",
            "sentence": "Create reusable insurance-specific assets \u2014 templates, process maps, and reference models.",
            "similarity": 0.4741
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Keep BA practices modern and aligned with current methods (Agile, product thinking, AI etc. ).",
            "similarity": 0.4251
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Work with presales and sales teams to strengthen proposals with strong BA content.",
            "similarity": 0.423
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 74,
        "score": 0.4407,
        "slug": "flutter-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Engineering Manager",
        "kra_matches": null,
        "matched_count": 1,
        "matched_skills": [
          "Agile"
        ],
        "role_id": 121,
        "score": 0.5,
        "slug": "engineering-manager",
        "total_count": 2
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "A",
    "chosen_role": {
      "display_name": "Business Analyst (Tech)",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 114,
      "score": 0.85,
      "slug": "business-analyst-tech",
      "total_count": null
    },
    "confidence": 0.85,
    "consensus_evidence": {},
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [],
    "matched_kras": [],
    "matched_skills": [],
    "new_role_display_name": null,
    "new_role_domain": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Title \u0027Business Analysis Practice Lead\u0027 not a catalog hit; nature-aware resolver mapped to same-nature role \u0027Business Analyst (Tech)\u0027: JD is an analyst nature role; candidate 1 (Business Analyst (Tech)) is the same nature and a faithful generalization of the practice lead role.",
    "role_aliases": [],
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 11,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 2064,
      "r_and_r_preview": "\u2022 Set the direction and plan for growing the Business Analysis Practice and build the practice\u0027s structure \u2014 how BAs are organized, trained, and grow within the practice.\n\u2022 Set common standards and wa",
      "role_display_name": "Business Analyst (Tech)",
      "role_slug": "business-analyst-tech",
      "status": "pending"
    },
    "new_skills_attached": [],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}

{
  "alias_matches": [
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 868,
      "existing_alias_text": "Agile",
      "input_term": "Agile",
      "matched_canonical": {
        "category_id": 8,
        "display_name": "Agile",
        "id": 520,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
        "slug": "agile",
        "sub_category_id": 3594,
        "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": 1990,
      "existing_alias_text": "AI",
      "input_term": "AI",
      "matched_canonical": {
        "category_id": 2,
        "display_name": "AI",
        "id": 1347,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "ai",
        "sub_category_id": 1020,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [
    {
      "display_name": "Engineering Manager",
      "id": 121,
      "rationale": null,
      "role_archetype": null,
      "slug": "engineering-manager",
      "source": "db"
    }
  ],
  "chosen_role": {
    "display_name": "Business Analyst (Tech)",
    "id": 114,
    "rationale": "Title \u0027Business Analysis Practice Lead\u0027 not a catalog hit; nature-aware resolver mapped to same-nature role \u0027Business Analyst (Tech)\u0027: JD is an analyst nature role; candidate 1 (Business Analyst (Tech)) is the same nature and a faithful generalization of the practice lead role.",
    "role_archetype": null,
    "slug": "business-analyst-tech",
    "source": "db"
  },
  "dimensions": [
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "React Frontend Development",
        "id": 96,
        "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
        "slug": "d_init_01",
        "source": "db"
      },
      "input_skill": "Agile",
      "llm_role": null,
      "roles_from_db": []
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Software Concepts, Patterns \u0026 Practices",
        "id": 478,
        "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
        "slug": "software-concepts-patterns-practices",
        "source": "db"
      },
      "input_skill": "Agile",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Engineering Manager",
          "id": 121,
          "rationale": null,
          "role_archetype": null,
          "slug": "engineering-manager",
          "source": "db"
        }
      ]
    },
    {
      "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": "AI",
      "llm_role": null,
      "roles_from_db": []
    }
  ],
  "input_final_skills": [
    "Agile",
    "AI"
  ],
  "input_llm_skills": [
    "Agile",
    "AI"
  ],
  "new_aliases_persisted": 0,
  "run_id": "5f2bbb9c-6b8b-4ae1-b058-272813abdbbb",
  "skills_detail": [
    {
      "aliases_in_db": [
        {
          "alias_text": "Agile",
          "alias_type": "CANONICAL",
          "id": 868,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 8,
        "display_name": "Agile",
        "id": 520,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
        "slug": "agile",
        "sub_category_id": 3594,
        "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": "Agile",
          "llm_role": null,
          "roles_from_db": []
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Software Concepts, Patterns \u0026 Practices",
            "id": 478,
            "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
            "slug": "software-concepts-patterns-practices",
            "source": "db"
          },
          "input_skill": "Agile",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Engineering Manager",
              "id": 121,
              "rationale": null,
              "role_archetype": null,
              "slug": "engineering-manager",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Agile",
      "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": [
        {
          "alias_text": "AI",
          "alias_type": "CANONICAL",
          "id": 1990,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 2,
        "display_name": "AI",
        "id": 1347,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "ai",
        "sub_category_id": 1020,
        "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": "AI",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "AI",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": []
}

{
  "chosen_role": {
    "display_name": "Business Analyst (Tech)",
    "id": 114,
    "rationale": "Title \u0027Business Analysis Practice Lead\u0027 not a catalog hit; nature-aware resolver mapped to same-nature role \u0027Business Analyst (Tech)\u0027: JD is an analyst nature role; candidate 1 (Business Analyst (Tech)) is the same nature and a faithful generalization of the practice lead role.",
    "role_archetype": null,
    "slug": "business-analyst-tech",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Agile",
      "tag": "in_db"
    },
    {
      "skill": "AI",
      "tag": "in_db"
    }
  ],
  "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": 114,
        "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": "Agile",
        "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": 520,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 114,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Software Concepts, Patterns \u0026 Practices",
          "id": 478,
          "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
          "slug": "software-concepts-patterns-practices",
          "source": "db"
        },
        "dimension_id": 478,
        "input_skill": "Agile",
        "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": "Engineering Manager",
            "id": 121,
            "rationale": null,
            "role_archetype": null,
            "slug": "engineering-manager",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 520,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 114,
        "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": "AI",
        "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": 1347,
        "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": "5f2bbb9c-6b8b-4ae1-b058-272813abdbbb"
}