'regression' 검색 결과

모듈 의존 관계와 검증 명령을 REGRESSION.md에 정리합니다. 수정한 모듈과 영향을 받는 모듈의 실행 결과로 기존 기능이 손상되지 않았는지 확인합니다.

• 모듈 수정의 영향 범위를 검증합니다
• 기존 테스트를 모듈별로 정리합니다
• 의존 관계 근거와 검증 범위를 감사합니다

Econometrics skill for OLS regression and linear models. Activates when the user asks about: "run OLS", "linear regression", "ordinary least squares", "interpret regression results", "heteroskedasticity", "multicollinearity", "regression assumptions", "robust standard errors", "GLS", "WLS", "fit a regression model", "check regression diagnostics", "OLS假设", "最小二乘法", "线性回归", "回归系数", "残差检验", "异方差", "多重共线性", "普通最小二乘", "稳健标准误", "回归诊断"

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Econometrics skill for OLS regression and linear models. Activates when the user asks about: "run OLS", "linear regression", "ordinary least squares", "interpret regression results", "heteroskedasticity", "multicollinearity", "regression assumptions", "robust standard errors", "GLS", "WLS", "fit a regression model", "check regression diagnostics", "OLS假设", "最小二乘法", "线性回归", "回归系数", "残差检验", "异方差", "多重共线性", "普通最小二乘", "稳健标准误", "回归诊断"

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Fix defects in Composio SDK through focused reproduction, root-cause analysis, regression tests that check for recurrence, and targeted verification. Use it for reported bugs, failing tests, CI regressions, runtime errors, or incorrect SDK behavior.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reproducing and fixing reported SDK bugs
• Investigating failing tests
• Fixing regressions in automated CI checks

Compare existing game tests with key paths in the game design document, find fixed bugs without tests to catch recurrence, and identify coverage gaps from new features. Maintain a release checklist of existing tests.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking test coverage after a bug fix
• Auditing key gameplay paths before a release
• Finding test coverage gaps at sprint close

AI가 수정한 코드의 결함 재발을 감지하도록 API 필수 항목과 처리 분기를 자동 테스트로 확인합니다. 테스트와 빌드를 먼저 실행하는 검토 절차도 정리합니다.

• 버그 수정 후 회귀 테스트를 추가할 때
• API 응답의 필수 항목을 확인할 때
• 테스트용과 운영용 응답을 검토할 때

Run repeatable tests of Cherry Studio’s key workflows with Playwright, which checks application behavior through automated interactions. Collect results on macOS and Windows and produce English reports for release acceptance or development validation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking key workflows before a release
• Validating application behavior on a development branch
• Running regression tests for a specific task

Assess code change risk, locate complex areas, and inspect file statistics with ruflo analysis commands. The skill also guides running and extending ruflo’s regression guards, automated checks that help catch previously fixed problems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assessing risk before reviewing a code change
• Finding complex code that needs attention
• Running ruflo regression guards locally

Prepare a clean Doris package and run Docker regression tests, which check whether changes break existing behavior. Restore configuration and startup files from Git, build the test image, and investigate failures using configuration checks and runtime logs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Run Docker regression tests before submitting Doris changes
• Test without local configuration changes affecting results
• Investigate missing test suites or startup failures

End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. Make sure to use this skill whenever the user wants to run any empirical analysis, write analysis code, or produce output from data. Triggers include: "analyze this data", "run a regression", "write R code for this", "write Python code for this", "I have a dataset", "help me with this regression", "run a DiD", "run an RDD", "event study", "IV regression", "fit a model", "produce a table", "make a figure", "explore my data", or any request involving a dataset path or empirical estimation.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Manage golden dataset regression tests for LLM prompts using Promptfoo. Commands — init, add, run, report. Use when user says "regression", "golden dataset", "prompt regression", "eval run", "test my prompts", or after shipping prompt changes.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies. Use when regression tests start failing after code changes, investigating test failures in CI/CD, debugging flaky tests, or understanding why previously passing tests now fail. Analyzes git diffs, stack traces, test output, and dependency changes to produce structured markdown reports ranking likely causes. Triggers when users ask to find why tests are failing, debug regression failures, investigate test breakage, or analyze failing test suites.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Checks whether a new version of a repository preserves the behavior observed by tests on the old version. Use this skill when comparing two versions of code to detect regressions, verify refactoring safety, validate bug fixes don't break existing functionality, or ensure backward compatibility. Detects differences in function outputs, exceptions, observable states, and performance between versions. Generates reports highlighting potential regressions (critical, high, medium, low severity), improvements, and areas requiring verification. Triggers when users ask to check for regressions between versions, compare test behavior across versions, verify behavior preservation, or validate that changes don't break existing tests.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

統計的推論（線形回帰 / 重回帰 / OLS / Lasso / Ridge / 分位点回帰、ロジスティック回帰 / ポアソン / GLM / オッズ比、 混合効果 / マルチレベル / パネル固定効果、仮説検定 / t 検定 / χ² / ANOVA / 有意差、生存時間分析 / Kaplan-Meier / Cox、 ベイズ推定 / MCMC / Stan）を実行したら必ずセットで出す図と値のルーター。sm.OLS, smf.ols, LinearRegression, LassoCV, QuantReg, sm.Logit, sm.GLM, LogisticRegression, mixedlm, PanelOLS, ttest_ind, mannwhitneyu, chi2_contingency, pingouin, lifelines, CoxPHFitter, cmdstanpy, arviz がコードに現れたとき、またはユーザーが「回帰して」「検定して」 「有意差はあるか」「生存曲線を描いて」「ベイズで推定して」と言ったときに使う。診断・残差・図に言及がなくても適用する。 SKILL.md のルーティング表で手法を特定し、対応する references/<手法>.md を読んでから実行する。A/B テスト・因果推論は causal-inference-diagnostics、予測 ML・時系列は predictive-modeling-diagnostics を使う。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Regression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics -- linear regression, logistic regression, Poisson regression, mixed-effects models, prior specification, posterior inference, AIC/BIC comparison, cross-validation for model selection, and assumption checking. Use when fitting models, testing hypotheses, or selecting among competing statistical explanations.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

本番と同じ失敗を本番前に検出するためのテスト階層設計スキル。 DB方言差、実依存関係、永続化確認、timezone差、packaging整合性、 adversarial regressionをunit/integration/e2e/smoke/packagingに 適切に割り振り、PR CIで最低限の本番同等性を保証する。 Use when designing production-parity tests, closing test blind spots, building smoke suites for real dependencies, verifying persistence beyond UI success, or creating adversarial regression backlogs.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

AI regression scouting routing. Use when agents, prompts, skills, model/tool routing, harness fixtures, or generated-output expectations change and need regression scenarios; do not use for ordinary product-code regressions.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Investigate unclear failures, intermittent behavior, and performance regressions before changing code. Separate symptoms from assumptions, trace how failures arise, and rank possible causes by evidence and ease of testing, then report the cause and supporting proof.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating a failure with an unknown cause
• Diagnosing intermittent behavior
• Finding the cause of a performance regression

Audit a test suite to identify redundant tests, empty checks, and tests tied to internal implementation. Consolidate or remove them with evidence while preserving useful checks that detect regressions, meaning previously fixed problems returning.

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• Audit duplicate test coverage
• Prune tests while preserving regression detection
• Review tests tied to internal implementation

Track documented code fixes across releases with a signed manifest, a list of fixes and their identifying text. Verify that markers remain in source files, inspect file changes, and use recorded history to identify commits associated with regressions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check that documented fixes remain before a release
• Trace a regression through release history
• Verify signed fix records in CI

Compare prompt revisions on a fixed set of test cases to identify regressions, meaning behavior that gets worse after a change. Record model settings, case-level evidence, missing results, costs, and evaluation limits for a reviewable decision.

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• Comparing original and revised prompts
• Checking required JSON fields after prompt changes
• Reviewing tool selection and task completion

Compare agent, prompt, or tool configuration changes using versioned test cases and explicit outcome checks. Record each attempt, distinguish agent failures from evaluation or infrastructure problems, and report regressions, permission violations, and uncertainty.

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• Compare agent behavior before and after prompt changes
• Reproduce an observed failure with preserved evidence
• Run regression tests after a bounded fix

Prevent recurring coding-agent mistakes by turning repository evidence into specific instructions, automated checks, regression tests, and failure records. Also checks whether guidance has become outdated and documents changes, verification results, and follow-up work in an adoption report.

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• Create agent instructions tailored to a repository
• Turn recurring mistakes into regression checks and failure records
• Detect outdated guidance and broken verification commands

Investigate SGLang serving failures by collecting server state, preserving failing requests, and replaying them on a clean target. Summarize evidence and likely causes, then choose the next debugging tool for crashes, stalls, or performance regressions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate failed health checks and growing queues
• Reproduce request-specific timeouts or crashes
• Investigate output changes after deployment