Testing & QA

Unit tests, integration tests, E2E, QA, validation, and test automation

skills in category: 31,094
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Showing 1,729–1,752 of 31,094 skills

Csv Header Contract Drift ClassifierAUse when a CSV producer or consumer starts receiving a changed header row to create or update a schema-diff report with compatibility classification. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: the observed header maps to the declared contract or triggers a clear migration action. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irrever...testingrustgoVotes: 0GitHub stars: 2
Aas Data Csv Formula Scenario Sensitivity MatrixAUse when the CSV formula injection prevention team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the spreadsheet-safe export test with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; exported values remain data and do not execute formulas when opened in supported viewers. Use configured search, fetch, read, browser, test, and wri...testingrustgoVotes: 0GitHub stars: 2
Sql Optimization Result Hash ProofAUse when a query is rewritten for latency, cost, or plan quality to create or update a benchmark record with query version, result hash, and timing distribution. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: normalized result hashes match and the performance difference exceeds noise. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreve...testingrustgoVotes: 0GitHub stars: 2
Aas Data Query Plan Regression Scenario Sensitivity MatrixAUse when the SQL query-plan regression team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the query-plan baseline comparison with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; plan changes are attributed to the tested version and no production query is run. Use configured search, fetch, read, browser, test, and write capabiliti...testingrustgoVotes: 0GitHub stars: 2
Timestamp Timezone Normalization Edge AuditAUse when an event pipeline or report converts timestamps between representations to create or update a timestamp test matrix with normalized instants and displayed dates. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: serialized instants remain stable and displayed local dates follow the stated zone. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally v...testingrustgoVotes: 0GitHub stars: 2
Schema Change Consumer Impact WalkthroughAUse when a schema or API field is added, removed, renamed, or constrained to create or update a consumer map with compatibility test cases. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: all known consumers and wire-format boundaries have an explicit pass or migration action. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversible wr...testingrustgoVotes: 0GitHub stars: 2
Ml Data Ops Split Leakage Scenario Sensitivity MatrixAUse when the train-validation-test split integrity team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the split-integrity audit with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; no prohibited entity or future information crosses the declared evaluation boundary. Use configured search, fetch, read, browser, test, and write capa...testingrustgoVotes: 0GitHub stars: 2
Ml Data Ops Snapshot Lineage Scenario Sensitivity MatrixAUse when the tabular dataset snapshot lineage team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the dataset-to-run lineage card with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; the analysis points to a reproducible snapshot and unapproved fields are excluded. Use configured search, fetch, read, browser, test, and write capab...testingrustgoVotes: 0GitHub stars: 2
Duplicate Record Review Bucket ClosureAUse when an import or reconciliation process reports likely duplicate rows to create or update a dedupe ledger with matched fields and disposition per candidate pair. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: every pair is merged, retained, or escalated under explicit match rules. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irrev...testingrustgoVotes: 0GitHub stars: 2
Data Eng Catalog Lineage Scenario Sensitivity MatrixAUse when the catalog and lineage team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the catalog asset with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; every changed asset has an owner and complete, reviewable upstream/downstream links. Use configured search, fetch, read, browser, test, and write capabilities only when relevan...testingrustgoVotes: 0GitHub stars: 2
Aas Data Retrieval Holdout Scenario Sensitivity MatrixAUse when the retrieval evaluation holdout design team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the retrieval holdout provenance packet with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; holdout examples remain separate from tuning and relevance labels have provenance. Use configured search, fetch, read, browser, test, and ...testingrustgoVotes: 0GitHub stars: 2
Aas Data Result Masking Scenario Sensitivity MatrixAUse when the data query result masking team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the result-field minimization check with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; only purpose-necessary fields are exposed and restricted values are masked in test output. Use configured search, fetch, read, browser, test, and write ...testingrustgoVotes: 0GitHub stars: 2
Aas Data Freshness Contract Scenario Sensitivity MatrixAUse when the data freshness contract definition team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the freshness service contract with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; the freshness threshold is measurable and a stale state is visible to consumers. Use configured search, fetch, read, browser, test, and write capabi...testingrustgoVotes: 0GitHub stars: 2
Ml Data Ops Subgroup Coverage Scenario Sensitivity MatrixAUse when the subgroup evaluation coverage team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the subgroup coverage matrix with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; unsupported or too-small groups are marked unknown rather than inferred. Use configured search, fetch, read, browser, test, and write capabilities only when...testingrustgoVotes: 0GitHub stars: 2
Ml Data Ops Metric Uncertainty Scenario Sensitivity MatrixAUse when the model metric uncertainty reporting team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the metric uncertainty worksheet with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; uncertainty and small-sample limits accompany every reported point estimate. Use configured search, fetch, read, browser, test, and write capabili...testingrustgoVotes: 0GitHub stars: 2
Ml Data Ops Drift Monitoring Scenario Sensitivity MatrixAUse when the tabular model input-drift monitoring team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the drift-monitor definition with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; alerts distinguish data-contract breaks from population movement and have an owner. Use configured search, fetch, read, browser, test, and write cap...testingrustgoVotes: 0GitHub stars: 2
Ml Data Ops Calibration Review Scenario Sensitivity MatrixAUse when the prediction calibration review team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the calibration evidence brief with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; calibration claims are bounded to the evaluation sample and no threshold is auto-applied. Use configured search, fetch, read, browser, test, and write ca...testingrustgoVotes: 0GitHub stars: 2
Dashboard Filter Query State ReplayAUse when filters, date ranges, or segments change on an analytics dashboard to create or update a control-to-query replay record with result identifiers. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: copied state reconstructs the same filters and visible aggregate. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversible writes.testingrustgoVotes: 0GitHub stars: 2
Chart Series Source Row Value TraceAUse when a chart is revised or a reported figure is questioned to create or update a chart-point ledger with series, category, source row, and transformation. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: sampled chart points match source values and the documented transform. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversible wr...testingrustgoVotes: 0GitHub stars: 2
Visual Baseline Environment Provenance RecordAUse when visual regressions are reported across browsers, machines, or deployment previews to create or update a screenshot manifest with browser, viewport, scale, theme, build, and fixture metadata. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: the baseline and candidate were captured under comparable conditions. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval befo...testingrustgoVotes: 0GitHub stars: 2
Contrast Token Change Visual RecheckAUse when color tokens or theme variables changed across a UI surface to create or update a token-to-component contrast result list. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: affected combinations meet the project’s chosen contrast criteria in each supported theme. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversible writes.testingrustgoVotes: 0GitHub stars: 2
Screenshot Diff Region To Dom TraceAUse when a screenshot diff reports a changed region without identifying the cause to create or update a region-to-element trace with candidate component and CSS rule. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: the mapped element reproduces the same diff when isolated or inspected. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreve...testingrustgoVotes: 0GitHub stars: 2
Reduced Motion Interaction Parity TestAUse when an interaction includes transitions, animation, or automatic movement to create or update a preference-to-interaction result table with screenshots or traces. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: the feature remains usable and the expected reduced-motion variant is applied. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible o...testingrustgoVotes: 0GitHub stars: 2
Responsive Image Crop Outlier ReproductionAUse when an image looks correct at one viewport but clips important content at another to create or update an aspect-ratio and focal-position case table. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: the failing ratio is isolated and the corrected crop preserves the intended subject. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreve...testingrustgoVotes: 0GitHub stars: 2