Daniel Avila 5948b4716f improve: enhance data-scientist agent based on automated review (#541) ...

- Add model field (claude-sonnet-4-5) to frontmatter
- Remove duplicate Statistical methods and ML algorithms sections
- Replace non-functional context manager JSON block with plain-language context gathering instructions
- Modernize Tools & libraries: add Polars, DuckDB, MLflow, Great Expectations/Pandera, CatBoost, Altair
- Add Responsible Analysis section covering bias auditing, data privacy, reproducibility, transparency, and fairness metrics
- Add reproducibility and fairness items to data science checklist
- Remove hardcoded fabricated metrics from progress tracking JSON block
- Merge ANOVA/MANOVA into Statistical modeling section from removed duplicate

Automated review cycle | Co-Authored-By: Claude Code <noreply@anthropic.com>

2026-04-25 17:10:33 -04:00

..

adr-generator.md

fix: remove shorthand model names causing 404 API errors (#453)

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ai-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

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amplitude-experiment-implementation.md

fix: remove shorthand model names causing 404 API errors (#453)

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blueprint-mode-codex.md

fix: remove shorthand model names causing 404 API errors (#453)

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blueprint-mode.md

fix: remove shorthand model names causing 404 API errors (#453)

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clojure-interactive-programming.md

fix: remove shorthand model names causing 404 API errors (#453)

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code-tour.md

fix: remove shorthand model names causing 404 API errors (#453)

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computer-vision-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

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data-analyst.md

fix: remove shorthand model names causing 404 API errors (#453)

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data-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

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data-scientist.md

improve: enhance data-scientist agent based on automated review (#541)

2026-04-25 17:10:33 -04:00

demonstrate-understanding.md

fix: remove shorthand model names causing 404 API errors (#453)

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dotnet-maui.md

fix: remove shorthand model names causing 404 API errors (#453)

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hlbpa.md

feat: Add 135 agents and 7 skills from awesome-copilot repository (#263)

2026-01-17 21:07:01 -05:00

machine-learning-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

2026-03-25 20:19:17 -04:00

microsoft-agent-framework-dotnet.md

feat: Add 135 agents and 7 skills from awesome-copilot repository (#263)

2026-01-17 21:07:01 -05:00

ml-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

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mlops-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

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monday-bug-fixer.md

fix: remove shorthand model names causing 404 API errors (#453)

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ms-sql-dba.md

fix: remove shorthand model names causing 404 API errors (#453)

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neon-migration-specialist.md

fix: remove shorthand model names causing 404 API errors (#453)

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neon-optimization-analyzer.md

fix: remove shorthand model names causing 404 API errors (#453)

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nlp-engineer.md

fix: remove shorthand model names causing 404 API errors (#453)

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postgresql-dba.md

fix: remove shorthand model names causing 404 API errors (#453)

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power-bi-data-modeling-expert.md

fix: remove shorthand model names causing 404 API errors (#453)

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power-bi-dax-expert.md

fix: remove shorthand model names causing 404 API errors (#453)

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power-platform-expert.md

fix: remove shorthand model names causing 404 API errors (#453)

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prd.md

fix: remove shorthand model names causing 404 API errors (#453)

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prompt-builder.md

fix: remove shorthand model names causing 404 API errors (#453)

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prompt-engineer.md

enhance: Improve prompt-engineer agent (automated review) (#456)

2026-03-26 10:10:20 -04:00

quant-analyst.md

fix: remove shorthand model names causing 404 API errors (#453)

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se-product-manager-advisor.md

fix: remove shorthand model names causing 404 API errors (#453)

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se-system-architecture-reviewer.md

fix: remove shorthand model names causing 404 API errors (#453)

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semantic-kernel-dotnet.md

fix: remove shorthand model names causing 404 API errors (#453)

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simple-app-idea-generator.md

fix: remove shorthand model names causing 404 API errors (#453)

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software-engineer-agent-v1.md

fix: remove shorthand model names causing 404 API errors (#453)

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task-planner.md

fix: remove shorthand model names causing 404 API errors (#453)

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task-researcher.md

fix: remove shorthand model names causing 404 API errors (#453)

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tdd-green.md

fix: remove shorthand model names causing 404 API errors (#453)

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tdd-red.md

fix: remove shorthand model names causing 404 API errors (#453)

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