AI Research Skills — WenyuChiou catalog

A catalog of portable research skills covering literature work, research design, durable project context, manuscript work and cross-agent delegation. The README distinguishes this registry from separately maintained skill repositories and the research-hub runtime.

Workflow level n/a Source Repository-documented Outcome Not empirically evaluated here

Evidence & verification

Source level

Repository-documented
Grounded in a maintainer repository/README. Availability, stars and forks do not establish research benefit or correctness.

Outcome verification

Not empirically evaluated here
A documented resource or intended workflow, not a demonstrated academic outcome. No empirical benefit is established by its inclusion.

Sources checked

2026-10-17 (UTC)

Install/compatibility sections support portable instructions and host-specific packaging, not universal tested execution. Lifecycle and plugin sections support the bounded task list. Human gates describe underlying workflow requirements; this editorial review is AI-agent performed. No catalog performance claims promoted.

Source-checked does not mean independently reproduced. See the Method page for how these labels are assigned.

Sources (1)

Research applicability

Getting started

Editorial suggestion, not executed: inspect the catalog and choose a literature-triage skill, then check its upstream instructions and host-specific setup with non-sensitive papers.

Maintenance

Current README/abstract access is not a maintenance or deployment audit.

License

Check original code/document and data terms before reuse; license file not audited.

Workflow & human oversight

Resource-level automation is unspecified; researchers select tasks, review sources, validate outputs and authorize consequential actions.

Workflow level is not an evidence score; higher is not better evidence.

Approach

Limitations

README-only evidence; no plugin install, inference, runtime or cross-host compatibility test performed. Maintainer timing and portability figures are not independently verified. The catalog notes domain bias and lack of corpus-scale validation; compatibility depends on the host. The README describes portable skills here but later calls this a registry, not a monorepo; verify each separate upstream source rather than assuming all runnable skills reside in this tree.

Reproducibility

Primary text inspected only; no code, data or outcomes reproduced.

Adoption requirements

A compatible skill-loading AI host; optional runtime and library integrations have separate dependencies. Review prompts, permissions, confidential manuscripts and data rights before use; back up libraries before write-capable integrations.

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