{"id":51847161,"url":"https://github.com/mahmood726-cyber/rapidmeta-kit","last_synced_at":"2026-07-23T14:02:08.811Z","repository":{"id":363135886,"uuid":"1252169482","full_name":"mahmood726-cyber/rapidmeta-kit","owner":"mahmood726-cyber","description":"Full interactive RapidMeta meta-analysis dashboard from a tiny JSON config: edit ~20 lines, run one command, get the complete workbench (screening, extraction, 28-panel stats, GRADE, WebR, PRISMA) running offline. 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Click through the Screening, Extraction,\n\u003e and Analysis Suite tabs.\n\nSpin up the **full interactive RapidMeta dashboard** for any topic by editing\na small JSON file and running one command. You get the complete workbench —\nprotocol, search, screening, risk-of-bias, editable extraction, live\nre-pooling, a 28-panel statistics tab, GRADE Summary of Findings, WebR\nR-validation, PRISMA flow — all running in the browser, offline.\n\nThe heavy engine (~1 MB) and its stat-panel scripts are **pre-built and\nbundled**. The only thing that changes per review is a ~20-line config, so an\nAI CLI (Gemini, Claude, etc.) on a free / rate-limited key can produce many\ndashboards without burning quota.\n\n\u003e Want a *lightweight* static one-page meta-analysis instead (tiny output, no\n\u003e interactive engine)? See the sister project\n\u003e **[meta-starter-kit](https://github.com/mahmood726-cyber/meta-starter-kit)**.\n\u003e This repo is the *full* interactive version.\n\n---\n\n## ⬇️ Download (one click)\n\n**[Download the whole kit as a ZIP »](https://github.com/mahmood726-cyber/rapidmeta-kit/archive/refs/heads/main.zip)**\n\nUnzip it. Or grab a versioned copy from the\n[Releases page](https://github.com/mahmood726-cyber/rapidmeta-kit/releases).\n\n## ▶️ Use it in 3 steps\n\n1. **Install Python** (once): \u003chttps://www.python.org/downloads/\u003e — on\n   Windows tick **\"Add Python to PATH\"** during install.\n2. **Run the example.**\n   - **Windows:** double-click **`RUN_EXAMPLE.bat`**.\n   - **Mac/Linux:** `bash run_example.sh`.\n   - **Any terminal:** `python clone.py configs/example_finerenone_ckd.json`\n3. **Open** `output/finerenone_ckd.html` in a browser. That is a complete,\n   interactive RapidMeta dashboard for finerenone — click through Screening,\n   Extraction, and the Analysis Suite tabs.\n\n## Make your own\n\n1. Copy an example config:\n   ```\n   copy configs\\example_finerenone_ckd.json configs\\my_review.json   (Windows)\n   cp   configs/example_finerenone_ckd.json configs/my_review.json   (Mac/Linux)\n   ```\n2. Edit `configs/my_review.json` — set the drug, condition, and trials\n   (see [Config](#config)).\n3. Build:\n   ```\n   python clone.py configs/my_review.json\n   ```\n4. Open `output/\u003cyour_slug\u003e.html`.\n\n## Config\n\nMinimum:\n```json\n{\n  \"drug\": \"Finerenone\",\n  \"slug\": \"finerenone_ckd\",\n  \"condition\": \"CKD in type 2 diabetes\",\n  \"title\": \"Finerenone for CKD — Living Meta-Analysis\",\n  \"trials\": [\n    { \"nct\": \"NCT02540993\", \"name\": \"FIDELIO-DKD\", \"year\": 2020,\n      \"tE\": 367, \"tN\": 2833, \"cE\": 420, \"cN\": 2841 },\n    { \"nct\": \"NCT02545049\", \"name\": \"FIGARO-DKD\", \"year\": 2021,\n      \"tE\": 458, \"tN\": 3686, \"cE\": 519, \"cN\": 3666 }\n  ]\n}\n```\n- `tE`/`tN` = events/total in the intervention arm; `cE`/`cN` = comparator arm.\n- Or give a published effect instead: `\"publishedHR\": 0.86, \"hrLCI\": 0.75, \"hrUCI\": 0.99`.\n- Optional extras: `comparator`, `hero_h2`, `nyt_headline`, `pico`,\n  `acronyms`, per-trial `pmid` / `phase` / `group` / `allOutcomes`.\n- See `configs/example_finerenone_ckd.json` for a fully-populated example.\n\nThe build prints a `[CONFIG ERROR]` naming exactly what to fix if a field is\nmissing or malformed.\n\n## How it works\n\n`clone.py` stamps your config onto `template/base_dupilumab_copd.html` (the\nvalidated RapidMeta base, unminified) — it swaps the drug/condition tokens\nand replaces the trial dataset — then copies the shared `assets/` folder\n(stylesheet, plotly, and the 28 stat-panel scripts) next to your output so it\nruns offline. No statistics are recomputed by an LLM; the dashboard does all\nanalysis in the browser.\n\n## Offline notes\n\n- Everything runs client-side and works offline **once downloaded**, except:\n  - **Icons** use a Font Awesome CDN (cosmetic; the page is fully usable\n    without them).\n  - The live **CT.gov / PubMed lookups** inside the Search tab need internet\n    (optional — you can paste/extract data manually).\n- Network-meta-analysis plots use the bundled Plotly (`assets/plotly.min.js`)\n  — no internet needed.\n\n## What NOT to edit\n\nOnly ever create/edit files in `configs/`. `template/` (engine + `assets/`)\nand `clone.py` are finished. `output/` is regenerable.\n\n## Development\n\nThe kit is pure-Python stdlib at runtime — `clone.py` has **zero** dependencies\nand makes no network calls. Tests and JSON-schema validation are dev-only:\n\n```\npip install -e \".[dev]\"   # pytest + jsonschema\npython -m pytest          # unit + end-to-end build tests\n```\n\nThe suite covers the JS-literal rendering (including apostrophe escaping, which\nwould otherwise break a dashboard), config validation and exit codes, and a\nfull subprocess build of both bundled example configs. CI runs it on Python\n3.9 / 3.11 / 3.13 and smoke-builds the example dashboard\n(`.github/workflows/ci.yml`).\n\nThe live demo under `docs/` is regenerable at any time:\n\n```\npython clone.py configs/example_finerenone_ckd.json --out docs/index.html\n```\n\n## Honesty\n\nEach dashboard is an **auto-generated draft**. The kit wires your trial data\ninto a working analysis app; it cannot judge whether the trials are\nclinically combinable or whether the extracted numbers are correct. Verify\ninputs against source publications before using or citing any result.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmahmood726-cyber%2Frapidmeta-kit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmahmood726-cyber%2Frapidmeta-kit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmahmood726-cyber%2Frapidmeta-kit/lists"}