Testing & QA

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

skills in category: 31,094
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Heterogeneity Analysis PlanningAUse when a task involves planning how to examine between-study heterogeneity in a meta-analysis and report its implications to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or clinic...testingrustrailsVotes: 0GitHub stars: 2
Physics Engine DevelopmentAUse when implementing a physics simulation, collision system, rigid-body solver, or particle model for games or interactive scenes to define units, coordinate conventions, timestep, and approximation limits before adding complexity, then test conservation and collision behavior within stated tolerances. Trigger for simulated motion, forces, contacts, or constraints.testingVotes: 0GitHub stars: 2
Medical Imaging Model Update Impact And Release GateAUse when assessing the impact of a proposed imaging-model or preprocessing change and deciding what evidence is required before an approved technical release to produce a versioned change-impact inventory, validation plan, release decision, monitoring approach, and rollback criteria. Success means every changed component is linked to affected evidence and owners, comparisons and subgroup/site checks are predefined, the release gate is independently reviewed, and monitoring and rollback are ac...testingrustgoVotes: 0GitHub stars: 2
Health Admin Provider Credentialing Scenario Sensitivity MatrixAUse when the provider credentialing and payer enrollment administration team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the provider credentialing status register with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; each status has a dated source, expired or unknown records are escalated, and privilege decisions remain with cr...testingrustgoVotes: 0GitHub stars: 2
Robotics Telemetry AnalysisAUse when a task involves analyzing robotics telemetry to localize performance regressions, faults, or unsafe operating patterns to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or cl...testingrustrailsVotes: 0GitHub stars: 2
Nvidia Physical Ai Simulation WorkflowAUse when a task involves planning a simulation or robotics workflow for physical AI with explicit environment, sensor, and safety assumptions to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting in this focused domain;...testingrustgoVotes: 0GitHub stars: 2
Energy Ops Efficiency Scenario Sensitivity MatrixAUse when the facility energy-efficiency project tracking team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the efficiency measure register with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; savings claims are tied to a defined baseline and uncertainty is reported. Use configured search, fetch, read, browser, test, and write ca...testingrustgoVotes: 0GitHub stars: 2
Spacecraft Assembly Integration Test ReadinessAUse when a task involves checking readiness for spacecraft assembly, integration, and verification activities to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, fina...testingrustrailsVotes: 0GitHub stars: 2
Semiconductor Chip Design VerificationAUse when a task involves planning verification for a digital or mixed-signal chip design from requirements through simulation and sign-off evidence to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting in this focused d...testingrustgoVotes: 0GitHub stars: 2
Pcb Design Return Path Scenario Sensitivity MatrixAUse when the PCB return-path continuity review team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the return-path review ledger with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; review notes identify evidence-backed discontinuities without asserting unmeasured signal integrity. Use configured search, fetch, read, browser, test...testingrustgoVotes: 0GitHub stars: 2
Pcb Design Fabrication Export Scenario Sensitivity MatrixAUse when the PCB fabrication export verification team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the fabrication-output manifest with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; each output opens in a read-only viewer and matches the declared revision and layer purpose. Use configured search, fetch, read, browser, test, an...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Threshold Rule CheckAUse when a edge low-power behavior regression decision depends on a limit, eligibility rule, policy, or target to produce a rule-check record for the low-power behavior test matrix showing source, units, boundary case, and outcome. Success means the rule source and effective date are verified, units and scope match, and borderline cases are flagged rather than auto-approved; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, brow...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Source Provenance LedgerAUse when a decision about edge low-power behavior regression depends on facts from several records or public sources to produce a source-to-claim provenance ledger for the low-power behavior test matrix. Success means each material claim has a source, version/date, location, and confidence note; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, test, and write capabilities only when relevant and authorized. Record evide...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Scope Intake GateAUse when a new edge low-power behavior regression request needs a bounded work scope to produce a scoped intake card for the low-power behavior test matrix. Success means owner, objective, permitted sources, acceptance condition, exclusions, and deadline are explicit; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, test, and write capabilities only when relevant and authorized. Record evidence, limit refinement to thr...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Scenario Sensitivity MatrixAUse when the edge low-power behavior regression team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the low-power behavior test matrix with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, test, and write capa...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Recovery Readiness DrillAUse when the edge low-power behavior regression workflow needs a safe recovery, rollback, replay, or continuity check to produce a recovery-drill record for the low-power behavior test matrix with starting state, test, and observed outcome. Success means the dry-run or approved non-production drill meets the predeclared recovery target and leaves the baseline intact; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, tes...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Exception Triage QueueAUse when the edge low-power behavior regression workflow has exceptions, missing evidence, or competing priorities to produce a prioritized exception queue for the low-power behavior test matrix with evidence, owner, and next action. Success means every exception has a severity rationale, source, owner or explicit unassigned state, and a bounded next step; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, test, and writ...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Completeness ReconciliationAUse when the edge low-power behavior regression workflow receives records that must agree across sources, periods, or statuses to produce a reconciliation worksheet for the low-power behavior test matrix with matched, unmatched, and unresolved rows. Success means counts and key fields reconcile or every variance is quantified, sourced, and left unresolved for an owner; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, t...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Closeout Handoff LedgerAUse when a edge low-power behavior regression work item is nearing completion, pause, or transfer to another owner to produce a closeout ledger for the low-power behavior test matrix with status, evidence, owner, and retention state. Success means all deliverables, unresolved items, approvals, and next owners are recorded, and the stop reason is explicit; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, test, and write...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Change Impact TraceAUse when a version, rule, source, or stakeholder change may affect edge low-power behavior regression to produce a before/after change record and impact map for the low-power behavior test matrix. Success means each material difference is tied to affected dependencies, consumers, owners, and a test or explicitly unknown impact; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, browser, test, and write capabilities only when rele...testingrustgoVotes: 0GitHub stars: 2
Edge Fleet Low Power Regression Approval Evidence PacketAUse when a edge low-power behavior regression result is ready for a human owner to approve, reject, or redirect to produce a decision packet for the low-power behavior test matrix containing options, evidence, risks, and open questions. Success means the decision owner, requested decision, source evidence, alternatives, uncertainty, and consequence of no action are all visible; tests compare equivalent conditions and do not change deployed power controls. Use configured search, fetch, read, b...testingrustgoVotes: 0GitHub stars: 2
Stem Lab Team Capstone Scenario Sensitivity MatrixAUse when the systems-design team capstone evidence team needs to compare options under changing assumptions to produce a baseline-plus-scenarios matrix for the team capstone evidence board with assumptions and ranges. Success means the baseline is reproducible, scenario inputs are explicit, comparable units are used, and conclusions state uncertainty; technical claims map to a saved artifact and individual contributions are not inferred from activity counts. Use configured search, fetch, read...testingrustgoVotes: 0GitHub stars: 2
Spreadsheet Validation Boundary Case GeneratorAUse when a workbook includes dropdown, date, numeric, or text restrictions to create or update a validation case table with expected and observed cell behavior. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: valid boundaries are accepted and invalid values are caught or visibly flagged. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irre...testingrustgoVotes: 0GitHub stars: 2
Spreadsheet Formula Dependent Cell Impact TraceAUse when a workbook formula or reference changes and may affect totals or charts to create or update a dependency map from edited cells to affected formulas and outputs. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: all downstream cells recalculate as expected in a test copy. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversible w...testingrustgoVotes: 0GitHub stars: 2