use-the-sources-own-names
SolidUse at Stage 06 and Stage 07 when writing up a reproduction, and any time you have given a reproduced quantity, equation, figure or sequence a name of your own. Covers why a correct reproduction under private names reads as a missing one, which names have to be carried, and where they have to appear.
Install
Quality Score: 82/100
Skill Content
Details
- Author
- tangxiangru
- Repository
- tangxiangru/AutoR
- Created
- 5 months ago
- Last Updated
- today
- Language
- Python
- License
- NOASSERTION
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
reproduce-then-extend
Use when the task is to reproduce, replicate or re-implement a published study, at design time and when reporting results. Covers what a reproduction must report, how to compare against the source study's numbers, and why the reproduction comes before any improvement.
chemistry-reproduce-the-scoring-path-before-you-replace-it
Use at implementation, experimentation and analysis when you are reproducing a published benchmark number and the source's scoring path is one you can read — which rows are scored, in what order, how many the loader drops, which epoch is reported, how tasks are pooled, over how many seeds. Covers implementing that path exactly before improving it, the one-row-per-step ladder from the published rule down to your own honest estimate, and why one un-replicated step makes the reproduction gap you report uninterpretable.
the-reproduction-is-a-hypothesis
Use at Stage 02 and Stage 03 whenever the task is to reproduce, re-implement or verify a published study and the hypotheses you are drafting are all about something else. Covers how to write the reproduction itself as a falsifiable frozen commitment, why a self-invented question crowds it out, and how to budget between the two.