Tagged testing

Find open ports fast with naabu SYN and connect scans before deeper testing

Gather staff emails and org details to prepare phishing and social engineering tests

Build a structured target profile and attack-surface summary for team tests

Run deep vulnerability tests on one web app, prioritizing RCE and SQL injection

Complete authorized Android tasks and iOS simulator tests from screenshots

Evaluate and improve agent commands, skills and sub-agents with measured tests

Create and configure git hooks based on project analysis and automated tests

Compute sensitivity, specificity, AUC and Youden cutoffs for diagnostic tests

Compare allele frequencies, Fst and Hardy-Weinberg tests across populations

Verify live code or data when docs and tests conflict with observed behavior

Generate natural prompt variants for AI visibility tests from a design brief

Guidance for inspecting, editing and testing code folders safely with tools

Prepare branches, diffs, tests and GitHub PR text for a code change

Plan data validation tiers and pipeline tests for DataOps and ML work

Write conformance tests that check how prompts, agents and skills behave

Walk through red-green-refactor with a failing test, minimal code and cleanup

Score a codebase across PR quality, architecture, tech debt and tests in one pass

Clarify first, write tests first and protect review load on every coding task

Plan commits as reviewable work units that keep tests and docs with code

Design a high-signal interview process that tests real performance over pedigree

Build Spring Boot 4 REST APIs with JPA, security, testing and cloud-native patterns

Review code for correctness, test coverage and merge readiness

Generate WiFi password wordlists for authorized wireless security testing

Restart a project from v0 while keeping only the proven lessons and tests

Chain verified web findings into a higher-impact attack path during authorized tests

Plan authorized password spray tests across M365, Okta, Exchange and Kerberos

Expand sector recon with new candidate domains and run the testing pipeline

Pick target sectors, compile domains and batch recon for authorized security tests

Collect model quality, complexity and coverage metrics for Simulink models

Evaluate candidate prices with unit economics, elasticity estimates and controlled tests

Turn a brand brief into a one-minute Meta ad strategy with budget, audience and tests

Score ended ad tests and decide which to kill, scale or hold this week

Split a campaign budget across channels and write the test plan and paid structure

Run an end-to-end Xcode build optimization with benchmarks, approvals and re-tests

Find dead code and remove it safely, verifying with tests

Run lint, format, type-check and tests in parallel as a pre-commit gate

Implement SPEC requirements with DDD or TDD methodology and tests

Catch disabled tests, suppressed warnings and empty catch blocks in .NET changes

Discover de novo and known motifs in ChIP-seq peaks with HOMER and MEME

Test categorical clinical outcomes with chi-square, Fisher and McNemar tests

Control multiplicity in trials with graphical procedures, gatekeeping and closed testing

Run trial subgroup and heterogeneous treatment effect analyses with interaction tests

Run bulk RNA-seq differential expression with edgeR quasi-likelihood tests

Find adaptive loci with genotype-environment association tests like LFMM2

Control false discovery rates across thousands of genomic tests

Run metabolomics statistics with scaling choices, PLS-DA and permutation checks

Import Bismark coverage files into methylKit for differential methylation tests

Run Gene Ontology over-representation tests with a correct background universe

Run single-variant GWAS with plink2, GEMMA, BOLT-LMM, SAIGE and regenie