cross-language-check

Featured

Replicate a quantitative analysis in a second language (R↔Python↔Stata↔Julia) and compare outputs for implementation errors. Use when an existing empirical result needs independent cross-language verification. Not for reviewing one implementation in place; use $code-suite.

AI & Automation 144 stars 27 forks Updated 3 days ago MIT

Install

View on GitHub

Quality Score: 90/100

Stars 20%
72
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Cross-Language Replication Check > Level 1 of the verification hierarchy: same specification → same estimate across languages. If two independent implementations disagree, at least one has a bug. ## Output Path Per `rules/review-artefact-routing.md` (auto-loads in research projects (path-scoped to `paper-*/` and `paper/`)): - **Source slug:** `cross-language-check` - **Write reports to:** `reviews/<scope>/cross-language-check/<YYYY-MM-DD-HHMM>.md` inside the project, where `<scope>` is the paper slug (e.g., `paper-jtp`) for paper-level checks or `_project` for project-level checks. Path is relative to the research project root, not the Task-Management repo. - **Never** at project root (`./CRITIC-REPORT.md`-style filenames are forbidden — pre-rule layout). - **Idempotency:** if today's file exists, append a same-day descriptor (`{date}-revision.md`, `{date}-r2.md`, `{date}-pre-submission.md`) — never overwrite. - **Index update:** if `reviews/INDEX.md` exists, write a one-line entry under "Latest per source" pointing at the new file. Otherwise `review-recap` will rebuild the index next time it runs. - **Infrastructure repos** (Task-Management, atlas-workspace, etc.): this section does not apply — the path-scoped rule won't load there. ## When to Use - Before submitting a paper with quantitative results - When you suspect a subtle bug in estimation code - After refactoring analysis scripts - As a robustness check that reviewers increasingly expect - When switching lang...

Details

Author
flonat
Repository
flonat/flonat-research
Created
7 months ago
Last Updated
3 days ago
Language
Python
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category