Articles, tutorials, and announcements
How the using-git-worktrees skill sets up a clean, isolated workspace before feature work — and why it checks for existing isolation before touching anything.
Read more →How the testing skill structures verification across unit, integration, and E2E layers — and the specific rules that prevent mocks from creating a false sense of safety.
Read more →How the tech-stack skill eliminates guesswork when starting a new project by mapping project types to exact, opinionated technology choices.
Read more →How the systematic-debugging skill stops random patching and forces investigation through four phases — from evidence gathering to a single, verified fix.
Read more →How Datarim's subagent-driven-development skill executes implementation plans by dispatching an isolated agent per task, running spec compliance and code quality reviews in sequence, and never stopping to ask for progress updates.
Read more →When migrating LLM response handling to API-side structured output validation, schema unit tests alone are not enough. The skill explains the contract boundary that breaks silently and the one wrapper-path test that closes it.
Read more →How Datarim's stage-snapshot-writer skill persists the last operator-visible response to disk after every pipeline step, so the next command can resume from the exact checkpoint without re-reading the session history.
Read more →How Datarim's self-verification skill runs a deterministic shell pipeline, a cross-model peer review, and a parallel multi-agent check against a single artifact — and why three layers are needed instead of one.
Read more →How Datarim's security skill embeds authentication rules, input validation, dependency auditing, and incident recipes directly into the agent workflow rather than leaving them for a post-merge review.
Read more →Datarim's security-baseline skill defines S1–S9: nine security rule clusters that apply whenever an agent ships a skill, template, script, or CI workflow. The threat model starts with how AI agents spread code.
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