Pipeline run
8b51a505-45b4-4e4d-851b-8cae8bc5c68e
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
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 ob…
v3 pipeline · Test Automation Engineer
pending1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Selenium
CASE EXCEL_NEWslug: — · id: — · source: llm
Resolution:
human_review_required
— role not in DB; role↔dimension links may be deferred.
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.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing 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
- Testing 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
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- 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
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- 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
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- 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
- Databases
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- 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 | Software Testing | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Database | type=Databases subtype=general nature=TOOL lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Accenture is a leading global",
"last_5_words": "create lasting 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": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"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",
"Test Engineer",
"QA Engineer"
],
"role_archetype": "QA",
"roles_and_responsibilities": [
{
"bullet_count": 3,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 We are looking for",
"last_5_words": "requirements of the product"
},
"text": "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",
"word_count": 47
},
{
"bullet_count": 0,
"heading": "Must Have Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Selenium",
"last_5_words": "Selenium"
},
"text": "Selenium",
"word_count": 1
},
{
"bullet_count": 0,
"heading": "Good To Have Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "",
"last_5_words": ""
},
"text": "",
"word_count": 0
},
{
"bullet_count": 6,
"heading": "Technical Experience",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 At least -yrs of",
"last_5_words": "errors or bugs, and usability"
},
"text": "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",
"word_count": 56
},
{
"bullet_count": 3,
"heading": "Professional Attributes",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 Problem solving skills",
"last_5_words": "and communication skills Fluent"
},
"text": "1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English",
"word_count": 30
}
],
"urls": [
{
"type": "website",
"url": "www.accenture.com"
}
]
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"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": true,
"skill_name": "Software Testing"
},
{
"is_primary": false,
"skill_name": "Database"
}
],
"jd_role": {
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"rationale": null,
"role_aliases": [
"Software Tester",
"Test Engineer",
"QA Engineer"
],
"role_archetype": "QA",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Accenture is a leading global",
"last_5_words": "create lasting 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": {
"primary": {
"aliases": [
"ITES",
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"Tech Consulting"
],
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},
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},
"education": [
{
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"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": [
{
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"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 We are looking for",
"last_5_words": "requirements of the product"
},
"text": "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",
"word_count": 47
},
{
"bullet_count": 0,
"heading": "Must Have Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Selenium",
"last_5_words": "Selenium"
},
"text": "Selenium",
"word_count": 1
},
{
"bullet_count": 0,
"heading": "Good To Have Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "",
"last_5_words": ""
},
"text": "",
"word_count": 0
},
{
"bullet_count": 6,
"heading": "Technical Experience",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 At least -yrs of",
"last_5_words": "errors or bugs, and usability"
},
"text": "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",
"word_count": 56
},
{
"bullet_count": 3,
"heading": "Professional Attributes",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 Problem solving skills",
"last_5_words": "and communication skills Fluent"
},
"text": "1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English",
"word_count": 30
}
],
"urls": [
{
"type": "website",
"url": "www.accenture.com"
}
]
},
"rejected": false,
"rejection_reason": null,
"run_id": "8b51a505-45b4-4e4d-851b-8cae8bc5c68e",
"stage3_signals": {
"alias_found": false,
"alias_match_roles": [],
"kra_match_roles": [
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
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"similarity": 0.5128
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "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",
"similarity": 0.4466
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English",
"similarity": 0.249
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.4028,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Pega Developer",
"kra_matches": [
{
"kra_text": "user interaction design and refinement",
"sentence": "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",
"similarity": 0.4365
},
{
"kra_text": "Requirements analysis and process translation",
"sentence": "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",
"similarity": 0.4211
},
{
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"similarity": 0.2721
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 24,
"score": 0.3766,
"slug": "pega-developer",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": [
{
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"similarity": 0.4135
},
{
"kra_text": "Supports production releases by diagnosing cross-browser compatibility issues, investigating UI regressions, and resolving frontend performance degradation.",
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},
{
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"similarity": 0.2186
}
],
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"matched_skills": null,
"role_id": 7,
"score": 0.3485,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Cybersecurity Engineer",
"kra_matches": [
{
"kra_text": "Performs threat modeling, security architecture reviews, and quantitative risk analysis for new product features and infrastructure changes.",
"sentence": "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",
"similarity": 0.3748
},
{
"kra_text": "Conducts security posture assessments, vulnerability scans, and penetration testing to identify weaknesses and evaluate overall system security.",
"sentence": "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",
"similarity": 0.3734
},
{
"kra_text": "Defines secure engineering standards, secure coding guidelines, threat intelligence feeds, and compliance requirements for the organization.",
"sentence": "1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English",
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}
],
"matched_count": null,
"matched_skills": null,
"role_id": 5,
"score": 0.3325,
"slug": "cybersecurity-engineer",
"total_count": null
},
{
"display_name": "AI Engineer",
"kra_matches": [
{
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"sentence": "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",
"similarity": 0.3751
},
{
"kra_text": "Defines evaluation frameworks, automated test suites, and human feedback loops to measure AI feature quality, accuracy, and consistency.",
"sentence": "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",
"similarity": 0.3251
},
{
"kra_text": "Designs and implements prompt engineering workflows, few-shot examples, chain-of-thought patterns, and structured output parsing for AI feature pipelines.",
"sentence": "1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English",
"similarity": 0.2643
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 13,
"score": 0.3215,
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}
],
"skill_match_roles": []
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "EXCEL_NEW",
"chosen_role": {
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"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 52,
"score": 0.9,
"slug": "test-automation-engineer",
"total_count": null
},
"confidence": 0.9,
"is_new_role": true,
"llm2_fired": false,
"llm2_reasoning": null,
"new_role_display_name": "Test Automation Engineer",
"new_role_slug": "test-automation-engineer",
"queued": false,
"reasoning": "JD title \u0027Selenium\u0027 not in catalog; Excel taxonomy matched \u0027Test Automation Engineer\u0027 (confidence 0.90): The job description emphasizes software testing, automation skills, and experience with Selenium, which aligns closely with the responsibilities of a Test Automation Engineer."
},
"stage5_updates": {
"centroid_n_after": 2,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 91,
"r_and_r_preview": "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 ob",
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 2810,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Selenium",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 2811,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Serenity BDD",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2812,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Test Automation",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2813,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Testing",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2814,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Software Testing",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 2815,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Database",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": true,
"v3_role_slug": "test-automation-engineer",
"v3_run_id": "c8adfd80-1bac-4fca-9458-7ea496cfe8c8"
}
}
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",
"Software Testing",
"Database"
],
"input_llm_skills": [
"Selenium",
"Serenity BDD",
"Test Automation",
"Testing",
"Software Testing",
"Database"
],
"new_aliases_persisted": 0,
"run_id": "8b51a505-45b4-4e4d-851b-8cae8bc5c68e",
"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": [],
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"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": [],
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"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"
},
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"skill_id": "serenity-bdd",
"split_log": [],
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},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
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"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"
},
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"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": "Software 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": "software-testing",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Database",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Databases",
"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": "database",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Selenium",
"Serenity BDD",
"Test Automation",
"Testing",
"Software Testing",
"Database"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Selenium",
"id": null,
"rationale": null,
"role_archetype": "QA",
"slug": "",
"source": "llm"
},
"chosen_role_resolution": "human_review_required",
"final_input_skills": [
{
"skill": "Selenium",
"tag": "new"
},
{
"skill": "Serenity BDD",
"tag": "new"
},
{
"skill": "Test Automation",
"tag": "new"
},
{
"skill": "Testing",
"tag": "new"
},
{
"skill": "Software Testing",
"tag": "new"
},
{
"skill": "Database",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "8b51a505-45b4-4e4d-851b-8cae8bc5c68e"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.