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Pipeline run

0b677bf3-4d6c-4a85-bc06-dc28d0864c00

Pipeline LLM cost (USD)
API 1: $0.0031 API 2: $0.0002 API 3: $0.0000 Total: $0.0033

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · Software Testing / QA
Design and run software usability tests, review requirements to build test scenarios, automate testing with Selenium/Serenity BDD, and analyze/report bugs, database impacts, and usability issues to the design team.
""designing and running tests on software usability""
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 (5)
Test Automation Testing Selenium Serenity BDD English
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
Test Automation Testing Selenium Serenity BDD English
Show KRA description ↓
We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability. The Software Tester will conduct tests, analyze the results, and report observations to the design team. Resource may also interact with clients in order to understand the requirements of the product. At least -yrs of exp in Testing. Reviewing software requirements and preparing test scenarios. Executing tests on software usability. Experience with Selenium and/or Serenity BDD test framework would be an advantage. Strong test automation skills. Analyzing test results on database impacts, errors or bugs, and usability. Problem solving skills and hands on attitude. Eager to never stop learning. Strong interpersonal and communication skills. Fluent in English.

Signals

Skill
Alias test-automation-engineer
1.00
KRA full-stack-engineer
0.51

Post-classification

Centroidupdated · n=4
Alias collision log
New-role queue
New skills captured5
New KRA capturedyes

Captured for admin review

Selenium Test Automation Engineer pending
Serenity BDD Test Automation Engineer pending
Test Automation primary Test Automation Engineer pending
Testing primary Test Automation Engineer pending
English Test Automation Engineer pending
R&R fragment (sim 0.00) Test Automation Engineer pending

We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability. The Software Tester will conduct tests, analyze the results, and report obs…

Status: completed Created: 2026-05-22T00:49:15.587927Z Updated: 2026-05-22T00:49:29.010185Z API 3 duration: 1953 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

Test Automation Engineer

CASE A

slug: test-automation-engineer · id: 52 · source: db

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 Title: Selenium

About Accenture:  Accenture is a leading global professional services company, providing a broad range of services in strategy and consulting, interactive, technology and operations, with digital capabilities across all of these services. We combine unmatched experience and specialized capabilities across more than 40 industries — powered by the world’s largest network of Advanced Technology and Intelligent Operations centers. With 506,000 people serving clients in more than 120 countries, Accenture brings continuous innovation to help clients improve their performance and create lasting value across their enterprises. Visit us at www.accenture.com Project Role : Tester Project Role Description : Provide expertise in the planning, constructing and execution of test scripts. Apply business and functional knowledge including testing standards, guidelines, and testing methodology to meet the teams overall test objectives. Ensure all testing results are easily accessible and understandable. Track defects to closure and keep defect repository up-to-date. Must Have Skills : Selenium Good To Have Skills : Job Requirements :  Key Responsibilities :  1 We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability The Software Tester will conduct tests, analyze the results, and report observations to the design team 3 Resource may also interact with clients in order to understand the requirements of the product Technical Experience :  1 At least -yrs of exp in Testing Reviewing software requirements and preparing test scenarios 3 Executing tests on software usability 4 Experience with Selenium and/or Serenity BDD test framework would be an advantage 5 Strong test automation skills 6 Analyzing test results on database impacts, errors or bugs, and usability Professional Attributes :  1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English Educational Qualification :  minimum 15 years of full time education university degree with focus on Computer Science 15 years of full time education

Skills from this JD

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

Selenium Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Testing Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Serenity BDD Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Testing Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Test Automation 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
Testing Tools
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Testing 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
Testing Tools
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
English Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Soft Skills
Sub-category
general
Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed Selenium | type=Testing Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Serenity BDD | type=Testing Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Test Automation | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Testing | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed English | type=Soft Skills subtype=general nature=CONCEPT lifespan=EVERGREEN
nano JD Parser — gpt-4.1-nano click to toggle
RoleSelenium
CompanyAccenture
ExperienceAt least -yrs of exp in Testing
DomainIT Services & Consulting
JD type pass
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "Accenture is a leading global",
      "last_5_words": "value across their enterprises."
    },
    "text": "Accenture is a leading global professional services company, providing a broad range of services in strategy and consulting, interactive, technology and operations, with digital capabilities across all of these services. We combine unmatched experience and specialized capabilities across more than 40 industries \u2014 powered by the world\u2019s largest network of Advanced Technology and Intelligent Operations centers. With 506,000 people serving clients in more than 120 countries, Accenture brings continuous innovation to help clients improve their performance and create lasting value across their enterprises.",
    "word_count": 84
  },
  "certifications": [],
  "company_name": "Accenture",
  "ctc": null,
  "domain": {
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      "domain": "IT Services \u0026 Consulting"
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    "secondary": null
  },
  "education": [
    {
      "level": "Bachelor\u0027s",
      "qualification": "Bachelor\u0027s - Computer Science",
      "raw": "minimum 15 years of full time education university degree with focus on Computer Science",
      "requirement": "required"
    }
  ],
  "experience": {
    "max": null,
    "min": 1,
    "raw": "At least -yrs of exp in Testing"
  },
  "job_locations": [],
  "role": "Selenium",
  "role_aliases": [
    "Software Tester",
    "Test Engineer",
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  ],
  "role_archetype": "QA",
  "roles_and_responsibilities": [
    {
      "bullet_count": 0,
      "heading": "Key Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "We are looking for a",
        "last_5_words": "requirements of the product."
      },
      "text": "We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability. The Software Tester will conduct tests, analyze the results, and report observations to the design team. Resource may also interact with clients in order to understand the requirements of the product.",
      "word_count": 45
    },
    {
      "bullet_count": 0,
      "heading": "Technical Experience",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "At least -yrs of exp",
        "last_5_words": "and usability."
      },
      "text": "At least -yrs of exp in Testing. Reviewing software requirements and preparing test scenarios. Executing tests on software usability. Experience with Selenium and/or Serenity BDD test framework would be an advantage. Strong test automation skills. Analyzing test results on database impacts, errors or bugs, and usability.",
      "word_count": 56
    },
    {
      "bullet_count": 0,
      "heading": "Professional Attributes",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Problem solving skills and",
        "last_5_words": "and communication skills."
      },
      "text": "Problem solving skills and hands on attitude. Eager to never stop learning. Strong interpersonal and communication skills. Fluent in English.",
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  ],
  "urls": [
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      "url": "http://www.accenture.com"
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}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": false,
      "skill_name": "Selenium"
    },
    {
      "is_primary": false,
      "skill_name": "Serenity BDD"
    },
    {
      "is_primary": true,
      "skill_name": "Test Automation"
    },
    {
      "is_primary": true,
      "skill_name": "Testing"
    },
    {
      "is_primary": false,
      "skill_name": "English"
    }
  ],
  "jd_role": {
    "display_name": "Selenium",
    "rationale": null,
    "role_aliases": [
      "Software Tester",
      "Test Engineer",
      "QA Engineer"
    ],
    "role_archetype": "QA",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
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        "last_5_words": "value across their enterprises."
      },
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      "word_count": 84
    },
    "certifications": [],
    "company_name": "Accenture",
    "ctc": null,
    "domain": {
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        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "Bachelor\u0027s - Computer Science",
        "raw": "minimum 15 years of full time education university degree with focus on Computer Science",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": null,
      "min": 1,
      "raw": "At least -yrs of exp in Testing"
    },
    "job_locations": [],
    "role": "Selenium",
    "role_aliases": [
      "Software Tester",
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      "QA Engineer"
    ],
    "role_archetype": "QA",
    "roles_and_responsibilities": [
      {
        "bullet_count": 0,
        "heading": "Key Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "We are looking for a",
          "last_5_words": "requirements of the product."
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        "word_count": 45
      },
      {
        "bullet_count": 0,
        "heading": "Technical Experience",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "At least -yrs of exp",
          "last_5_words": "and usability."
        },
        "text": "At least -yrs of exp in Testing. Reviewing software requirements and preparing test scenarios. Executing tests on software usability. Experience with Selenium and/or Serenity BDD test framework would be an advantage. Strong test automation skills. Analyzing test results on database impacts, errors or bugs, and usability.",
        "word_count": 56
      },
      {
        "bullet_count": 0,
        "heading": "Professional Attributes",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Problem solving skills and",
          "last_5_words": "and communication skills."
        },
        "text": "Problem solving skills and hands on attitude. Eager to never stop learning. Strong interpersonal and communication skills. Fluent in English.",
        "word_count": 27
      }
    ],
    "urls": [
      {
        "type": "website",
        "url": "http://www.accenture.com"
      }
    ]
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "0b677bf3-4d6c-4a85-bc06-dc28d0864c00",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Test Automation Engineer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 52,
        "score": 1.0,
        "slug": "test-automation-engineer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "The Software Tester will conduct tests, analyze the results, and report observations to the design team.",
            "similarity": 0.5144
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability.",
            "similarity": 0.5026
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Reviewing software requirements and preparing test scenarios.",
            "similarity": 0.4992
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5054,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Reviewing software requirements and preparing test scenarios.",
            "similarity": 0.5146
          },
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Analyzing test results on database impacts, errors or bugs, and usability.",
            "similarity": 0.4502
          },
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Resource may also interact with clients in order to understand the requirements of the product.",
            "similarity": 0.4345
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 24,
        "score": 0.4664,
        "slug": "pega-developer",
        "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.",
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          },
          {
            "kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
            "sentence": "The Software Tester will conduct tests, analyze the results, and report observations to the design team.",
            "similarity": 0.4379
          },
          {
            "kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
            "sentence": "We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability.",
            "similarity": 0.4283
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        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 0.4509,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "ML Ops Engineer",
        "kra_matches": [
          {
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          },
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            "kra_text": "Validates model performance benchmarks, data schema contracts, and system integration health before signing off on production release readiness.",
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          },
          {
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        ],
        "matched_count": null,
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        "role_id": 16,
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        "total_count": null
      },
      {
        "display_name": "Cybersecurity Engineer",
        "kra_matches": [
          {
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            "similarity": 0.4631
          },
          {
            "kra_text": "Conducts security posture assessments, vulnerability scans, and penetration testing to identify weaknesses and evaluate overall system security.",
            "sentence": "The Software Tester will conduct tests, analyze the results, and report observations to the design team.",
            "similarity": 0.4606
          },
          {
            "kra_text": "Conducts security posture assessments, vulnerability scans, and penetration testing to identify weaknesses and evaluate overall system security.",
            "sentence": "Analyzing test results on database impacts, errors or bugs, and usability.",
            "similarity": 0.3862
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 5,
        "score": 0.4367,
        "slug": "cybersecurity-engineer",
        "total_count": null
      }
    ],
    "skill_match_roles": []
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "A",
    "chosen_role": {
      "display_name": "Test Automation Engineer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 52,
      "score": 1.0,
      "slug": "test-automation-engineer",
      "total_count": null
    },
    "confidence": 1.0,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Exact alias hit on test-automation-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict"
  },
  "stage5_updates": {
    "centroid_n_after": 4,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 102,
      "r_and_r_preview": "We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability. The Software Tester will conduct tests, analyze the results, and report obs",
      "role_display_name": "Test Automation Engineer",
      "role_slug": "test-automation-engineer",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": false,
        "queue_id": 3089,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Selenium",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3090,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Serenity BDD",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3091,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Test Automation",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 3092,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Testing",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 3093,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "English",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{
  "alias_matches": [],
  "candidate_roles": [],
  "chosen_role": {
    "display_name": "Selenium",
    "id": null,
    "rationale": null,
    "role_archetype": "QA",
    "slug": "",
    "source": "llm"
  },
  "dimensions": [],
  "input_final_skills": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
    "Testing",
    "English"
  ],
  "input_llm_skills": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
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    "English"
  ],
  "new_aliases_persisted": 0,
  "run_id": "0b677bf3-4d6c-4a85-bc06-dc28d0864c00",
  "skills_detail": [
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Selenium",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing Tools",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "selenium",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Serenity BDD",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing Tools",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
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        "skill_id": "serenity-bdd",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Test Automation",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing Tools",
          "skill_nature": "PRACTICE",
          "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": "test-automation",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Testing",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing Tools",
          "skill_nature": "PRACTICE",
          "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": "testing",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "English",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Soft Skills",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "EVERGREEN",
          "version_strategy": "UNVERSIONED",
          "volatility": "STABLE"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "english",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
    "Testing",
    "English"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Test Automation Engineer",
    "id": 52,
    "rationale": null,
    "role_archetype": "QA",
    "slug": "test-automation-engineer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Selenium",
      "tag": "new"
    },
    {
      "skill": "Serenity BDD",
      "tag": "new"
    },
    {
      "skill": "Test Automation",
      "tag": "new"
    },
    {
      "skill": "Testing",
      "tag": "new"
    },
    {
      "skill": "English",
      "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": "0b677bf3-4d6c-4a85-bc06-dc28d0864c00"
}

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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