Testing

Root-cause a failure with an evidence-first loop (reproduce, one hypothesis, minimal probe, smallest fix, re-run).

Review code for any Frappe application — a checklist distilled from years of engineering practice on correctness, security, performance, concurrency…

Apply when you write, change, or keep a test.

When a claim, doc, test, metric, or assumption conflicts with observed behavior, stop theorizing from the map and verify the live code or data; let territory…

When a real test is too rare, large, or irreversible, run a controlled counterfactual: isolate one variable, fix conditions, trace the mechanistic chain, and…

Implement Terraform provider configuration and authentication with the Plugin Framework: provider schema for credentials (Optional + Sensitive attributes)…

Terraform provider acceptance test patterns using terraform-plugin-testing with the Plugin Framework.

Comprehensive guide for writing and running Terraform tests.

Audit current renders and stress coverage, repair real defects and stop under the bound refinement policy.

Audit current renders and stress coverage, repair real defects and stop under the bound refinement policy.

A zero-hallucination privacy-policy generator that takes anyone — non-lawyer founder to lawyer — from a guided intake to a publishable, jurisdiction-aware…

Decide where durable test coverage belongs and clean up temporary test probes.

Right-size CI from measured run data instead of stacking pipeline mechanics.

Prevent unnecessary test generation in agentic coding.

The methods a financial-ML result has to survive before it is evidence — purged cross-validation with an embargo, triple-barrier labelling, sample uniqueness…

Prepare, publish, resume, and verify private iOS release-testing installs with asc distribute.

Picoclaw-only local posture-review skill focused on read-only findings and safe operator remediation guidance.

Orchestrate TestFlight distribution, groups, testers, and What to Test notes using asc.

Classify how a trusted resume covers a fixed set of job requirements using explicit resume paths and confirmed fact IDs.

Pipeline orchestrator that classifies incoming coding tasks and routes them through the correct combination of skills at the right depth.

End-to-end GWAS automation wrapping PLINK2 for genotype QC and REGENIE for two-step whole-genome regression association testing.

Differential expression analysis for label-free quantitative (LFQ) intensity data with standard MaxQuant and DIA-NN output.

Guide for running acceptance tests for a Terraform provider.

A synthetic skill used by C1 loader tests; not for production use.