Readout
Last reading 2026-08-06 10:53 UTC age unavailable without scripting

An instrument pointed at 388 open-source repositories.

Read every 4 hours. Compared against its own history, never against anything else. Every figure links to its source.

4,570,239,663 weekly downloads across the 137 npm and PyPI packages these repositories publish. Measured, not estimated — and the only figure here that is a number today rather than in two weeks.
388Repositories watched
5Signals read
4hBetween readings
44Findings on record
10:53 Last reading, UTC
Check your stack Paste a manifest. Nothing leaves the browser. Compare two projects Every axis at once. Wire it to your agent MCP endpoint. Read-only, no key.

Installs

Stars can be bought. Installs cannot.

Installs — 246 packages read, 1 not readable this run
# Repository Package Downloads Against the largest Window
1 numpy/numpy PyPI numpy 286,460,726 per week
2 microsoft/TypeScript npm typescript 263,394,364 per week
3 evanw/esbuild npm esbuild 258,195,701 per week
4 encode/httpx PyPI httpx 204,680,775 per week
5 tokio-rs/tokio crates.io tokio 200,779,048 per 90 days
6 pandas-dev/pandas PyPI pandas 194,022,417 per week
7 BerriAI/litellm PyPI litellm 175,616,759 per week
8 vitejs/vite npm vite 163,302,198 per week
9 nodejs/undici npm undici 158,049,961 per week
10 eslint/eslint npm eslint 156,159,541 per week
11 pnpm/pnpm npm pnpm 152,260,249 per week
12 fastapi/fastapi PyPI fastapi 146,967,726 per week
13 prettier/prettier npm prettier 129,572,220 per week
14 expressjs/express npm express 129,338,904 per week
15 sgl-project/sglang PyPI sglang 123,363,246 per week
16 rollup/rollup npm rollup 123,110,173 per week
17 tailwindlabs/tailwindcss npm tailwindcss 119,577,776 per week
18 tokio-rs/axum crates.io axum 104,514,698 per 90 days
19 scipy/scipy PyPI scipy 103,211,409 per week
20 sqlalchemy/sqlalchemy PyPI sqlalchemy 100,974,103 per week
21 vitest-dev/vitest npm vitest 89,357,805 per week
22 microsoft/playwright npm playwright 78,954,076 per week
23 astral-sh/ruff PyPI ruff 77,253,346 per week
24 openai/tiktoken PyPI tiktoken 66,948,501 per week

Bars against 286,460,726. Windows never added together. How

Health

OpenSSF and OSV. Not judged here.

6.1Median scorecard, of 10
289Repositories scanned
99Never scanned
2,697Advisories on record
Lowest scores among the 289 scanned
Repository Scorecard Advisories Scored
iden3/circom 2.5 — 2026-07-27
parcel-bundler/parcel 2.6 0 2026-07-27
meta-llama/llama 3.0 — 2026-07-27
emacs-mirror/emacs 3.2 — 2026-07-27
jesseduffield/lazydocker 3.2 — 2026-07-27
ArweaveTeam/arweave 3.4 — 2026-07-27
iden3/snarkjs 3.4 1 2026-07-27
yarnpkg/berry 3.4 — 2026-07-27
makerdao/dss 3.5 — 2026-07-27
beego/beego 3.6 — 2026-07-27
dandavison/delta 3.6 — 2026-07-27
facebookresearch/segment-anything 3.6 — 2026-07-27

Scorecards OpenSSF, advisories OSV — neither judged here. 99 never scanned, and absent rather than zero. How

Ask

Answered only from the readings here.

Watchlist

Curated and partial. A category is why a repository was added, not a fact about it.

388 repositories, first to last by name All baselines still forming — outlines, not readings
Confirmed spike Detected once Baseline forming
Coverage — 5 categories, 388 repositories
Category Watched Measured Forks added Findings Busiest
ai-ml 74 — — 66 —
crypto-web3 75 — — 32 —
database 79 — — 69 —
devtool 80 — — 85 —
web-framework 80 — — 59 —
All 388 — 311 —

Forks added covers measured repositories only. No figure means not yet measured, never zero.

Watchlist — 388 repositories, busiest 40 shown
RepositoryCategoryLanguage ForksStars AddedReading
twbs/bootstrap web-framework MDX 78,687 174,563 — forming
tensorflow/tensorflow ai-ml C++ 75,878 196,892 — forming
ant-design/ant-design web-framework TypeScript 54,688 98,972 — forming
react/react web-framework JavaScript 51,190 247,056 — forming
kubernetes/kubernetes devtool Go 43,773 124,314 — forming
spring-projects/spring-boot web-framework Java 42,107 81,262 — forming
microsoft/vscode devtool TypeScript 41,438 188,424 — forming
bitcoin/bitcoin crypto-web3 C++ 39,254 89,794 — forming
spring-projects/spring-framework web-framework Java 38,803 60,168 — forming
nodejs/node web-framework JavaScript 36,366 118,799 — forming
huggingface/transformers ai-ml Python 34,130 163,401 — forming
django/django web-framework Python 34,111 88,393 — forming
mui/material-ui web-framework JavaScript 32,548 98,689 — forming
vercel/next.js web-framework JavaScript 31,682 141,637 — forming
AUTOMATIC1111/stable-diffusion-webui ai-ml Python 30,546 164,419 — forming
apache/spark database Scala 29,310 43,797 — forming
pytorch/pytorch ai-ml Python 28,729 102,234 — forming
git/git devtool C 28,222 62,428 — forming
angular/angular web-framework TypeScript 27,405 100,952 — forming
scikit-learn/scikit-learn ai-ml Python 27,263 66,918 — forming
ohmyzsh/ohmyzsh devtool Shell 26,574 189,061 — forming
elastic/elasticsearch database Java 26,041 77,790 — forming
laravel/laravel web-framework Blade 24,896 84,770 — forming
redis/redis database C 24,751 75,910 — forming
expressjs/express web-framework JavaScript 24,570 69,345 — forming
ansible/ansible devtool Python 24,318 70,227 — forming
langchain-ai/langchain ai-ml Python 23,917 143,545 — forming
rails/rails web-framework Ruby 22,348 58,675 — forming
ethereum/go-ethereum crypto-web3 Go 22,091 51,269 — forming
ggml-org/llama.cpp ai-ml C++ 21,375 122,872 — forming
jquery/jquery web-framework JavaScript 20,383 59,788 — forming
vllm-project/vllm ai-ml Python 20,345 88,335 — forming
pandas-dev/pandas ai-ml Python 20,233 49,468 — forming
keras-team/keras ai-ml Python 19,747 64,225 — forming
moby/moby devtool Go 19,159 72,014 — forming
apache/airflow database Python 17,530 46,397 — forming
ollama/ollama ai-ml Go 17,280 177,899 — forming
pallets/flask web-framework Python 16,926 72,159 — forming
apache/kafka database Java 15,398 33,477 — forming
reduxjs/redux web-framework TypeScript 15,207 61,519 — forming

Added counts forks gained across the current observation window. A repository whose window has not filled yet shows no figure rather than a zero.

Today

Since midnight UTC. Empty is the ordinary state.

Today — 290 signals, newest 40 shown
UTCRepositorySignalConfidenceReadingLink
01:11 hasura/graphql-engine release confirmed v2.50.0 source
01:11 unslothai/unsloth release confirmed v0.1.522-beta source
01:35 cli/cli dependency-shift confirmed — source
01:35 elastic/kibana dependency-shift confirmed — source
01:35 etcd-io/etcd dependency-shift confirmed — source
01:35 hashicorp/vault dependency-shift confirmed — source
01:35 MetaMask/metamask-extension dependency-shift confirmed — source
01:50 ggml-org/llama.cpp release confirmed b10290 source
03:35 apache/hbase release confirmed rel/3.0.0 source
03:35 microsoft/DeepSpeed release confirmed v0.19.4 source
05:28 microsoft/vscode fork-outlier detected — source
05:28 comfyanonymous/ComfyUI fork-outlier detected — source
05:28 ggml-org/llama.cpp fork-outlier detected — source
05:28 sgl-project/sglang fork-outlier detected — source
07:21 ClickHouse/ClickHouse release confirmed v26.7.3.19-stable source
07:21 renovatebot/renovate release confirmed 44.14.0 source
08:05 filecoin-project/lotus dependency-shift confirmed — source
09:26 ant-design/ant-design correction confirmed — source
09:26 apache/airflow correction confirmed — source
09:26 apache/druid correction confirmed — source
09:26 apache/flink correction confirmed — source
09:26 apache/hudi correction confirmed — source
09:26 apache/kafka correction confirmed — source
09:26 apache/spark correction confirmed — source
09:26 apache/zookeeper correction confirmed — source
09:26 argoproj/argo-cd correction confirmed — source
09:26 astral-sh/ruff correction confirmed — source
09:26 astral-sh/uv correction confirmed — source
09:26 BerriAI/litellm correction confirmed — source
09:26 biomejs/biome correction confirmed — source
09:26 bitcoin/bitcoin correction confirmed — source
09:26 BurntSushi/ripgrep correction confirmed — source
09:26 caddyserver/caddy correction confirmed — source
09:26 ChainSafe/lodestar correction confirmed — source
09:26 charmbracelet/bubbletea correction confirmed — source
09:26 citusdata/citus correction confirmed — source
09:26 cli/cli correction confirmed — source
09:26 ClickHouse/ClickHouse correction confirmed — source
09:26 cockroachdb/cockroach correction confirmed — source
09:26 comfyanonymous/ComfyUI correction confirmed — source
Baseline forming 388 of 388 repositories have under 14 days of history. Their counts are shown raw; no multiplier is computed for them and none is implied.

Signals

Five detectors. Most need fourteen days of history before they can say anything.

Ships What released a new version? 34 recorded Forks What is being copied faster than it usually is? 4 recorded Demand What are developers asking for in more than one place? 0 recorded — nothing has crossed the bar Stack What dependencies are being added, dropped, or jumped? 6 recorded Lineage Which models say they were built on which? 0 recorded — nothing has crossed the bar

Our record

How often this has been right, and whether its bars are reachable.

Our own record 0 confirmed fork findings have been resolved so far. Too few to state a rate. It will appear here once there are enough, whatever it turns out to be.
Calibration — 4 detectors, 1 day on record
Detector Compares Bar Highest seen Of bar Measured Crossed Reading
fork-spike multiplier against own baseline 3 — — 0 0 Nothing measured
fork-outlier ratio to category median 8 — — 0 0 Nothing measured
demand engagement across repositories 60 — — 0 0 Nothing measured
lineage new descendants this week 10 1 10% 12 0 Never approached

Never approached means nothing reached half the bar — a fault in this instrument, not in the repositories. How

The token

What funds this.

This project is funded by a token on Robinhood Chain. Trading it pays a fee, and most of that fee goes to whoever launched the pool — which is what pays for this to keep running and to stay free to read.

That is the whole of it. Holding it does not unlock anything here, there is nothing to connect a wallet to, and no part of this site is behind it. Every reading, every bundle and every archive is public and always will be.

It has not launched. The plan is to run this in the open first, see which of the five readings people actually find worth sharing, and name it after the answer rather than after a guess. When it does launch, the contract address will appear here and nowhere else.