lab-tools
100
advanced-mutation-testing
Advanced mutation testing using Stryker, PIT, and mutmut to measure test suite quality by introducing controlled mutations and tracking kill rates.
PramodDutta
research
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lab-tools
100
test-fixture-patterns
Test fixture design patterns including builders, factories, object mothers, and fixture management for maintainable test data setup.
PramodDutta
research
lab-tools
100
distributed-tracing-testing
Testing distributed tracing implementations including context propagation, span correlation, baggage handling, and trace sampling verification.
PramodDutta
research
lab-tools
97
risk-register
Create and manage a SOC 2 risk register — auto-seeds from scan findings, tracks treatment, produces audit evidence.
transilienceai
research
lab-tools
93
western-blot-quantification
Guide to quantitative Western blot analysis covering band detection, two-step normalization, fold change calculation, statistical aggregation across biological replicates, and publication-ready visualization. Consult when analyzing blot images with multiple conditions and repetitions, choosing normalization strategies, or preparing densitometry figures for publication.
jaechang-hits
research
lab-tools
89
sensor-data-aggregator
Aggregate and analyze IoT sensor data from construction sites. Collect data from multiple sensor types, detect anomalies, and trigger alerts for safety and quality monitoring.
datadrivenconstruction
research
lab-tools
89
environmental-monitoring
Monitor environmental conditions on construction sites. Track air quality, noise levels, vibration, dust, and weather to ensure compliance and worker safety.
datadrivenconstruction
research
lab-tools
88
differential-session-runner
Run or continue a differential debugging session between two implementations, traces, captures, or outputs. Record artifact identity, exact commands, first mismatch progression, findings, validation, and next probe in a durable session log.
alchemiststudiosDOTai
research
lab-tools
88
testing-safe-protocol
Safe testing practices to prevent real-world side-effects. TRIGGER when user asks to "run tests", "test this", "write tests", "debug", "mock", "fixture", "integration test", "unit test", or when testing code that touches network, database, filesystem, or external services. Use BEFORE executing any test that could affect production systems.
archibate
research
lab-tools
88
finance-reconciliation
Reconcile GL balances to subledger, bank, or third-party balances
frumu-ai
research
lab-tools
88
finance-sox-testing
Generate SOX sample selections, testing workpapers, and control assessments
frumu-ai
research
lab-tools
85
verify-sources
Captures human source verification for tracks, timestamps it, and updates track files. Use when sources need human review before generation.
bitwize-music-studio
research
lab-tools
85
test-discovery
Catalog existing tests — discover test frameworks, count tests by type, parse coverage reports, and map test-to-feature relationships. Pure discovery — no gap analysis, no recommendations for new tests, no assessment of test quality. Use when you need a factual inventory of the testing landscape before migration or modernization planning.
EmeaAppGbb
research
lab-tools
84
qms-audit-expert
ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use for internal audit planning, audit execution, finding classification, external audit preparation, or audit program management.
borghei
research
lab-tools
84
capa-officer
CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use for CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.
borghei
research
lab-tools
84
ab-test-setup
This skill should be used when the user asks to "set up an A/B test", "calculate sample size", "design an experiment", "analyze A/B test results", "check statistical significance", "determine test duration", or "evaluate conversion rate experiments".
borghei
research
lab-tools
84
mdr-745-specialist
EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical evaluation, and EUDAMED integration.
borghei
research