Research

Optimize conversion rates with funnel analysis, A/B testing, statistical significance, and compliance-safe experiments.

Guide CS learning from first programs to research and industry practice.

Coaches a person toward a goal, and runs the professional coaching craft: sessions, questions, accountability, and clients who will not move. Use when someone asks to be coached, held accountable, or pushed on a goal; when they restate the same intention for weeks without acting, over-plan instead of starting, answer every option with "yes, but", or miss the same commitment again; when a session needs an arc, an opening question, or a closing commitment; when the user is a coach and needs a c...

Support chemistry learning from kitchen experiments to molecular research.

Assist with biotechnology from basic concepts to research design and industry applications.

Explore and explain biology with depth adapted to any learner or expert.

Analyze DNA, RNA, and protein sequences with alignment, variant calling, and expression analysis pipelines.

Accurate Bible study with proper citations, cross-references, original language insights, and interpretation methodology.

Generate professional lab reports for university courses, scientific research, engineering tests, and medical/material experiments. Supports three input modes (topic/raw data/draft improvement), auto-research with WebSearch, data tables & chart generation, error analysis, and output as docx/markdown. Use when writing experiment reports, lab reports, test reports, or any structured scientific/technical document. Triggers: lab report, experiment report, test report, experimental report, write r...

Reviews the microservices touched by a set of changes - by default the whole current feature branch versus its merge-base with main, plus any uncommitted work. Runs the review-microservice skill on each changed microservice and the review-architecture skill scoped to those microservices and their graph neighbors, then consolidates one report. Use before merging a branch or before committing working-tree changes.

How to choose the hostname of a new Microbus microservice. Referenced by the add-microservice and add-sql-microservice scaffolding skills (and, through their delegation to add-microservice, by add-python-microservice and import-openapi-microservice). Consult it whenever a microservice's hostname is being chosen.

Use when a user needs the end-to-end Research Architect workflow to turn a raw idea, user-designated accessible target reference paper, partial research materials, results, or an existing draft into an auditable research plan, draft, or revision path.

Use when a Research Architect project needs accessible target-reference papers analyzed for transferable research logic, or candidate questions positioned against literature, gaps, evidence standards, and independent study options—not generic bibliography collection.

Use when starting or resuming a Research Architect project—including an existing draft that needs review—and you need to capture target reference papers, project materials, constraints, verification status, and the next deliverable.

Use when executed research materials, results, observations, analyses, or draft claims need to become a Research Architect evidence bank, claim register, manuscript-wide display sequence, panel-level evidence map, and bounded interpretation trail.

Use when a Research Architect project has an evidence-ready spine, evidence and claim trail, citation support, terminology/object identities, and display logic that need to become an evidence-first, promise-aware first draft or audited revision.

Use when a Research Architect candidate research spine and approved exemplar adaptation need to become a feasible, field-appropriate study design, analysis plan, validation strategy, and user action plan.

Use when a Research Architect project or existing draft needs claim-level literature support for background, positioning, methods, interpretation, limitations, or revision, rather than broad generic literature searching.

Use when a user needs distinct, feasible Research Architect research-question options from a raw topic, available materials, constraints, and—when available—transferable logic from a target reference paper.

Use when reviewing, revising, or deciding whether to complete a Research Architect draft, especially when its reference adaptation, design, evidence, citations, claim boundaries, copying risk, or missing upstream artifacts need an auditable diagnosis.

Turn a client's Search Console and analytics data into a branded monthly SEO report published as a live, tracked page via ReportRoom. Use when the user says "SEO report for my client", "monthly SEO report", "client SEO report", "SEO deliverable for". Built for consultants and agencies sending recurring monthly reports. For non-SEO client work (status, audits, campaign recaps) use the general client-reporter; for a one-off research share use report-publisher.

Operate as a research director making original discoveries from a given biological question and dataset. Use when the task is open-ended scientific research, exploring omics or experimental data for findings, hypothesis generation and testing, screening a large candidate space of genes, variants, features or compounds, investigating an anomaly, or deciding what experiment or analysis to run next. Triggers on "make discoveries", "explore this data", "find something in", "what's in this dataset...

Inspect `.session/CURRENT.md`, surface the tactical handoff, and restore only an eligible explicit Codex goal. Triggers: `/resume-session`, `resume session`, `continue where I left off`, `pick up where we left off`. Use when a prior session may contain useful intent, but first reject stale, malformed, branch-diverged, commit-diverged, route-invalid, or reference-only checkpoints. Read legacy `.claude/session-data/CURRENT.md` only before `.session/` exists.

Replace a stale macOS desktop widget after its host app or WidgetKit extension changes. Use when the visible widget is cached, missing, or must be removed and added again.