Pipeline run
c43be74a-36a4-4ecf-aba1-2a745bcefd2b
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
• Developing, testing, and maintaining backend systems and applications • Collaborating with frontend developers to integrate user-facing elements with server-side logic • Optimizing applications for …
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Backend Developer
CASE Aslug: backend-engineer · id: 1 · source: db
Exact alias hit on backend-engineer (1.0) — no other alias at this confidence; skill_top absent does not contradict
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
Skills: C#, .NET, SQL, .NET Core, Microsoft SQL Server, Troubleshooting, Company Overview ABBINENI BUSINESS MANAGEMENT is a leading staffing company providing workforce solutions to various industries since 2019. Committed to excellence and personalized service, connecting talent with top-notch professionals. Job Overview Senior Backend Developer role with 7 to 10 years of experience, full-time position in Hyderabad, Chennai, or Mysuru. Salary range: Competitive. Company has 51-200 employees in IT Services and IT Consulting industry. Qualifications And Skills • 7 to 10 years of experience in backend development • Proficiency in C#, .NET, SQL, .NET Core, and Microsoft SQL Server • Strong problem-solving skills • Ability to work independently and in a team environment • Excellent communication and interpersonal skills • Bachelor's degree in Computer Science or related field preferred Roles And Responsibilities • Developing, testing, and maintaining backend systems and applications • Collaborating with frontend developers to integrate user-facing elements with server-side logic • Optimizing applications for maximum speed and scalability • Implementing security and data protection measures • Troubleshooting and debugging issues • Participating in code reviews and team meetings
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
- Concepts
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Aliases — catalog
- Frontend (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Domain
- Sub-category
- Frontend Development
- Confidence
- 0.93
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Frontend is a hiring-pipeline staple: job postings routinely require HTML/CSS/JavaScript plus React/Angular/Vue, and major platforms (e.g., Stack Overflow survey, GitHub repos) show sustained high usage.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 37
- Sub-category id
- 1256
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
— | — |
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
|
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Concepts
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Aliases — catalog
- Code Review (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- SoftSkill
- Sub-category
- Code Review
- Confidence
- 0.96
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Code review is a standard hiring-pipeline requirement in engineering JDs and is built into major platforms like GitHub/GitLab pull-request workflows, indicating broad adoption.
Skill profile (library / DB)
- Skill nature
- PRACTICE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 58
- Sub-category id
- 364
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
All API 3 persistence rows
Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.
| Skill | Tag | Dimension | Skill↔dim | Role↔dim | Outcome | Notes |
|---|---|---|---|---|---|---|
| Frontend Development | new |
React Frontend Development
d_init_01
|
— | — | Skipped — no persistable v3 meta for new skill | skill_not_in_db_v3_proposed |
| Code Review | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Backend Systems | type=Concepts subtype=general nature=CONCEPT lifespan=EVERGREEN | |
| canonical_skill_proposed | Server-side Logic | type=Concepts subtype=general nature=CONCEPT lifespan=EVERGREEN | |
| dimension_skill_link_proposed | Frontend Development ↔ React Frontend Development |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "ABBINENI BUSINESS MANAGEMENT is a",
"last_5_words": "with top-notch professionals."
},
"text": "ABBINENI BUSINESS MANAGEMENT is a leading staffing company providing workforce solutions to various industries since 2019. Committed to excellence and personalized service, connecting talent with top-notch professionals.",
"word_count": 36
},
"certifications": [],
"company_name": "ABBINENI BUSINESS MANAGEMENT",
"ctc": {
"currency": null,
"max": null,
"min": null,
"period": null,
"raw": "Competitive"
},
"domain": {
"primary": {
"aliases": [
"IT Consulting",
"Staffing"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science (or related)",
"raw": "Bachelor\u0027s degree in Computer Science or related field preferred",
"requirement": "preferred"
}
],
"experience": {
"max": 10,
"min": 7,
"raw": "7 to 10 years of experience"
},
"job_locations": [
{
"aliases": [],
"city": "Hyderabad",
"country": "India",
"state": null,
"work_mode": "null"
},
{
"aliases": [],
"city": "Chennai",
"country": "India",
"state": null,
"work_mode": "null"
},
{
"aliases": [],
"city": "Mysuru",
"country": "India",
"state": null,
"work_mode": "null"
}
],
"role": "Senior Backend Developer",
"role_aliases": [
"Backend Developer",
"Software Engineer",
"SDE"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 6,
"heading": "Roles And Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Developing, testing, and maintaining",
"last_5_words": "code reviews and team meetings"
},
"text": "\u2022 Developing, testing, and maintaining backend systems and applications\n\u2022 Collaborating with frontend developers to integrate user-facing elements with server-side logic\n\u2022 Optimizing applications for maximum speed and scalability\n\u2022 Implementing security and data protection measures\n\u2022 Troubleshooting and debugging issues\n\u2022 Participating in code reviews and team meetings",
"word_count": 42
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Backend Systems"
},
{
"is_primary": false,
"skill_name": "Frontend Development"
},
{
"is_primary": true,
"skill_name": "Server-side Logic"
},
{
"is_primary": false,
"skill_name": "Code Review"
}
],
"jd_role": {
"display_name": "Senior Backend Developer",
"rationale": null,
"role_aliases": [
"Backend Developer",
"Software Engineer",
"SDE"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "ABBINENI BUSINESS MANAGEMENT is a",
"last_5_words": "with top-notch professionals."
},
"text": "ABBINENI BUSINESS MANAGEMENT is a leading staffing company providing workforce solutions to various industries since 2019. Committed to excellence and personalized service, connecting talent with top-notch professionals.",
"word_count": 36
},
"certifications": [],
"company_name": "ABBINENI BUSINESS MANAGEMENT",
"ctc": {
"currency": null,
"max": null,
"min": null,
"period": null,
"raw": "Competitive"
},
"domain": {
"primary": {
"aliases": [
"IT Consulting",
"Staffing"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science (or related)",
"raw": "Bachelor\u0027s degree in Computer Science or related field preferred",
"requirement": "preferred"
}
],
"experience": {
"max": 10,
"min": 7,
"raw": "7 to 10 years of experience"
},
"job_locations": [
{
"aliases": [],
"city": "Hyderabad",
"country": "India",
"state": null,
"work_mode": "null"
},
{
"aliases": [],
"city": "Chennai",
"country": "India",
"state": null,
"work_mode": "null"
},
{
"aliases": [],
"city": "Mysuru",
"country": "India",
"state": null,
"work_mode": "null"
}
],
"role": "Senior Backend Developer",
"role_aliases": [
"Backend Developer",
"Software Engineer",
"SDE"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 6,
"heading": "Roles And Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Developing, testing, and maintaining",
"last_5_words": "code reviews and team meetings"
},
"text": "\u2022 Developing, testing, and maintaining backend systems and applications\n\u2022 Collaborating with frontend developers to integrate user-facing elements with server-side logic\n\u2022 Optimizing applications for maximum speed and scalability\n\u2022 Implementing security and data protection measures\n\u2022 Troubleshooting and debugging issues\n\u2022 Participating in code reviews and team meetings",
"word_count": 42
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "c43be74a-36a4-4ecf-aba1-2a745bcefd2b",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborating with frontend developers to integrate user-facing elements with server-side logic",
"similarity": 0.6314
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Optimizing applications for maximum speed and scalability",
"similarity": 0.5948
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Developing, testing, and maintaining backend systems and applications",
"similarity": 0.5107
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5789,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Go Backend Developer",
"kra_matches": [
{
"kra_text": "code review and testing support",
"sentence": "Participating in code reviews and team meetings",
"similarity": 0.597
},
{
"kra_text": "performance tuning and resource efficiency",
"sentence": "Optimizing applications for maximum speed and scalability",
"similarity": 0.5908
},
{
"kra_text": "Server-side business logic implementation",
"sentence": "Collaborating with frontend developers to integrate user-facing elements with server-side logic",
"similarity": 0.5172
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 81,
"score": 0.5683,
"slug": "go-backend-developer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Builds and integrates client-side React or Vue components with server-side Node.js or Django APIs, managing bidirectional data flow across frontend and backend layers.",
"sentence": "Collaborating with frontend developers to integrate user-facing elements with server-side logic",
"similarity": 0.622
},
{
"kra_text": "Optimizes application performance from database query efficiency through API response latency to frontend rendering speed and bundle size.",
"sentence": "Optimizing applications for maximum speed and scalability",
"similarity": 0.5809
},
{
"kra_text": "Implements complete product features end-to-end from database schema design through backend API to frontend UI using JavaScript, TypeScript, Python, or Ruby on Rails.",
"sentence": "Developing, testing, and maintaining backend systems and applications",
"similarity": 0.4767
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.5599,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Python Backend Developer",
"kra_matches": [
{
"kra_text": "Design backend endpoints and request handling",
"sentence": "Collaborating with frontend developers to integrate user-facing elements with server-side logic",
"similarity": 0.5858
},
{
"kra_text": "Maintain data access and persistence",
"sentence": "Implementing security and data protection measures",
"similarity": 0.5262
},
{
"kra_text": "Write backend-focused automated checks",
"sentence": "Developing, testing, and maintaining backend systems and applications",
"similarity": 0.5151
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 80,
"score": 0.5424,
"slug": "python-backend-developer",
"total_count": null
},
{
"display_name": "Java Backend Developer",
"kra_matches": [
{
"kra_text": "backend performance tuning",
"sentence": "Optimizing applications for maximum speed and scalability",
"similarity": 0.6038
},
{
"kra_text": "Server-side business logic implementation",
"sentence": "Collaborating with frontend developers to integrate user-facing elements with server-side logic",
"similarity": 0.5172
},
{
"kra_text": "code refactoring and defect fixes",
"sentence": "Participating in code reviews and team meetings",
"similarity": 0.4958
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 79,
"score": 0.5389,
"slug": "java-backend-developer",
"total_count": null
}
],
"skill_match_roles": []
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "A",
"chosen_role": {
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": null
},
"confidence": 1.0,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 763,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 821,
"r_and_r_preview": "\u2022 Developing, testing, and maintaining backend systems and applications\n\u2022 Collaborating with frontend developers to integrate user-facing elements with server-side logic\n\u2022 Optimizing applications for ",
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 12161,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Backend Systems",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 12162,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Frontend Development",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 12163,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Server-side Logic",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{
"alias_matches": [
{
"alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
"alias_persisted": false,
"existing_alias_id": 2633,
"existing_alias_text": "Frontend",
"input_term": "Frontend Development",
"matched_canonical": {
"category_id": 37,
"display_name": "Frontend",
"id": 1663,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "CONCEPT",
"slug": "frontend",
"sub_category_id": 1256,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "embedding_alias"
},
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 864,
"existing_alias_text": "Code Review",
"input_term": "Code Review",
"matched_canonical": {
"category_id": 58,
"display_name": "Code Review",
"id": 516,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "PRACTICE",
"slug": "code-review",
"sub_category_id": 364,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [],
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
"role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
"slug": "backend-engineer",
"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": "Frontend Development",
"llm_role": null,
"roles_from_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": "Code Review",
"llm_role": null,
"roles_from_db": []
}
],
"input_final_skills": [
"Backend Systems",
"Frontend Development",
"Server-side Logic",
"Code Review"
],
"input_llm_skills": [
"Backend Systems",
"Frontend Development",
"Server-side Logic",
"Code Review"
],
"new_aliases_persisted": 0,
"run_id": "c43be74a-36a4-4ecf-aba1-2a745bcefd2b",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Backend Systems",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Concepts",
"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": "backend-systems",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "Frontend",
"alias_type": "CANONICAL",
"id": 2633,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 37,
"display_name": "Frontend",
"id": 1663,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "CONCEPT",
"slug": "frontend",
"sub_category_id": 1256,
"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": "Frontend Development",
"llm_role": null,
"roles_from_db": []
}
],
"input_skill": "Frontend Development",
"matched_via": "embedding_alias",
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Server-side Logic",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Concepts",
"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": "server-side-logic",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "Code Review",
"alias_type": "CANONICAL",
"id": 864,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 58,
"display_name": "Code Review",
"id": 516,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "PRACTICE",
"slug": "code-review",
"sub_category_id": 364,
"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": "Code Review",
"llm_role": null,
"roles_from_db": []
}
],
"input_skill": "Code Review",
"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": [
"Backend Systems",
"Server-side Logic"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
"role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
"slug": "backend-engineer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Backend Systems",
"tag": "new"
},
{
"skill": "Frontend Development",
"tag": "in_db"
},
{
"skill": "Server-side Logic",
"tag": "new"
},
{
"skill": "Code Review",
"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": 1,
"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": "Frontend Development",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Skipped \u2014 no persistable v3 meta for new skill",
"role_dimension_saved": false,
"roles_from_db": [],
"skill_dimension_saved": false,
"skill_id": null,
"skill_tag": "new",
"skipped_reason": "skill_not_in_db_v3_proposed"
},
{
"chosen_role_id": 1,
"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": "Code Review",
"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": 516,
"skill_tag": "in_db",
"skipped_reason": null
}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 1
},
"planner_output": null,
"run_id": "c43be74a-36a4-4ecf-aba1-2a745bcefd2b"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.