windyvictor/research-skillbox

Research Skillbox provides reusable AI skills for paper reading, literature reviews, research writing, research methodology and related academic tasks. Documentation describes intended use; research outcomes were not independently evaluated.

L2Research workflow 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

2026-11-01 (UTC)

AI source review of documentation. Identity/version: primary snapshot matches this queued resource; exact upstream release/byte parity is not generally verified. Source classification is not a correctness or research-benefit guarantee.

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

Sources (1)

Research applicability

Research Skillbox provides reusable AI skills for paper reading, literature reviews, research writing, research methodology and related academic tasks.

Getting started

Editorial suggestion: read the primary source and limitations before adapting any method; no installation or trial performed.

Maintenance

Source snapshot checked 2026-11-01; ongoing maintenance, installed behavior and current-version parity not generally verified.

License

Consult original licence and data/provider terms; source access is not reuse clearance. No licence/rights audit or installation was performed.

Workflow & human oversight

Scoped L2: The reader chooses and combines skills (for example deep reading plus literature-matrix/review writing), invokes them for research tasks, and must human-verify output. This supports a human-orchestrated connected reading-to-writing process; no claim that every skill has L2 scope or that outcomes were tested. Human control/boundary: The reader chooses and combines skills (for example deep reading plus literature-matrix/review writing), invokes them for research tasks, and must human-verify output. This supports a human-orchestrated connected reading-to-writing process; no claim that every skill has L2 scope or that outcomes were tested.

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

Approach

Research Skillbox provides reusable AI skills for paper reading, literature reviews, research writing, research methodology and related academic tasks. Documented steps: Research Skillbox provides reusable AI skills for paper reading, literature reviews, research writing, research methodology and related academic tasks.

Outcomes (as reported by the originating team)

Author reports or documentation only, not independently reproduced. No independent reproduction was performed here.

Limitations

README describes intended workflows, not measured productivity or accuracy. Skills are primarily Chinese; platform compatibility is stated in principle. Third-party source rights remain separate from the repository licence.

Reproducibility

Primary-source text was read and preserved with provenance hashes. No candidate code, model, benchmark, data upload or claimed outcome was executed/reproduced.

Adoption requirements

Verify research scope, data rights, tool requirements and outputs before use; these editorial suggestions were not executed.

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