Awesome Reviewers expert instructions

Sources

Every instruction is derived from review discussions in a public repository. This is the full list, newest activity first, so you can see what the corpus actually covers and how current each source is.

227 repositories
5132 instructions
last update

Repositories

reviewers = distinct people whose review comments back these instructions

Repository Domain Instructions Reviewers Stars Last activity
QwenLM/qwen-code ai-agents 50 15 26407
looplj/axonhub llm-infra 12 16 4808
nousresearch/hermes-agent ai-agents 38 35 221948
maximhq/bifrost llm-infra 36 38 6862
aaif-goose/goose ai-agents 30 39 51876
apache/apisix cloud-infra 24 29 16922
earendil-works/pi ai-agents 14 29 79783
diegosouzapw/OmniRoute llm-infra 24 37 33162
decolua/9router llm-infra 2 1 23951
Kong/kong cloud-infra 19 42 43871
celery/celery orchestration 25 68 28464
infiniflow/ragflow llm-infra 33 54 80174
redis/redis data-systems 31 46 74261
langchain-ai/langchain ai-agents 19 35 136312
warpdotdev/warp devtools 28 46 56893
freeCodeCamp/freeCodeCamp docs 17 19 444449
Hmbown/DeepSeek-TUI ai-agents 2 4 21278
agent0ai/agent-zero ai-agents 11 9 17612
TauricResearch/TradingAgents ai-agents 11 16 71953
TheAlgorithms/Python docs 13 25 220912
vercel-labs/agent-skills ai-agents 3 4 26385
openai/openai-python ai-agents 14 33 30731
tanstack/query app-frameworks 54 104 49380
coleam00/Archon ai-agents 10 13 21089
colinhacks/zod app-frameworks 18 71 42628
karpathy/nanochat ml-systems 11 26 53189
mermaid-js/mermaid devtools 41 49 87952
anthropics/anthropic-sdk-python ai-agents 8 13 3392
ruvnet/ruflo ai-agents 1 1 47002
google-gemini/gemini-skills ai-agents 2 6 3451
Tencent/ncnn ml-systems 28 38 23205
p-e-w/heretic ml-systems 14 12 5002
openai/skills ai-agents 1 3 7991
EbookFoundation/free-programming-books docs 7 26 388003
wavetermdev/waveterm devtools 26 8 17328
eosphoros-ai/DB-GPT ai-agents 13 20 18703
likec4/likec4 devtools 9 7 2582
nrwl/nx devtools 33 24 27518
strands-agents/sdk-python ai-agents 15 16 4044
servo/servo runtimes 18 37 32962
dyad-sh/dyad ai-agents 6 3 16903
kamranahmedse/developer-roadmap docs 14 14 354523
jj-vcs/jj devtools 23 35 21171
oraios/serena ai-agents 11 12 14465
sst/opencode ai-agents 10 22 28213
TanStack/router app-frameworks 36 49 11590
twentyhq/twenty app-frameworks 20 17 35477
juspay/hyperswitch app-frameworks 18 29 34028
microsoft/markitdown llm-infra 9 14 76602
unionlabs/union cloud-infra 36 12 74800
emcie-co/parlant ai-agents 15 6 12205
langgenius/dify llm-infra 28 47 114231
gravitational/teleport security 39 47 19109
cypress-io/cypress devtools 43 28 48850
lobehub/lobe-chat ai-agents 31 33 65138
SigNoz/signoz observability 30 19 23369
ant-design/ant-design app-frameworks 27 25 95882
stanfordnlp/dspy ai-agents 20 45 27813
novuhq/novu app-frameworks 20 12 37700
langflow-ai/langflow ai-agents 33 17 111046
angular/angular app-frameworks 29 35 98611
flutter/flutter app-frameworks 13 35 172252
firecrawl/firecrawl ai-agents 11 4 54535
anthropics/claude-agent-sdk-python ai-agents 1 3 2158
BerriAI/litellm llm-infra 25 75 28310
cloudflare/workerd cloud-infra 38 24 6989
cloudflare/workers-sdk cloud-infra 25 24 3379
better-auth/better-auth security 15 25 19651
bazelbuild/bazel devtools 30 55 24489
volcano-sh/volcano orchestration 26 45 4899
rocicorp/mono data-systems 20 11 2091
istio/istio orchestration 28 49 37192
discourse/discourse app-frameworks 37 34 44898
block/goose ai-agents 35 40 19037
calcom/cal.com app-frameworks 24 39 37732
sgl-project/sglang llm-infra 17 56 17245
tree-sitter/tree-sitter runtimes 39 51 21799
commaai/openpilot ml-systems 28 27 58214
gofiber/fiber app-frameworks 27 31 37560
kilo-org/kilocode ai-agents 19 15 7302
cloudflare/agents ai-agents 8 11 2312
PostHog/posthog data-systems 39 49 28460
duckdb/duckdb data-systems 34 37 32061
ClickHouse/ClickHouse data-systems 30 54 42425
microsoft/playwright devtools 30 23 76113
microsoft/terminal devtools 22 22 99242
opengrep/opengrep security 7 5 1546
astral-sh/ty devtools 5 7 11919
vadimdemedes/ink app-frameworks 19 18 31825
bytedance/UI-TARS-desktop ai-agents 3 3 18021
bytedance/deer-flow ai-agents 1 3 16482
menloresearch/jan llm-infra 24 15 37620
ChatGPTNextWeb/NextChat ai-agents 13 24 85721
facebook/yoga runtimes 39 46 18255
browser-use/browser-use ai-agents 22 24 69139
LMCache/LMCache llm-infra 16 24 3800
mastodon/mastodon app-frameworks 45 30 48691
remix-run/react-router app-frameworks 38 35 55270
cline/cline ai-agents 34 32 48299
ggml-org/llama.cpp llm-infra 33 39 83559
google-gemini/gemini-cli ai-agents 32 59 65062
apache/kafka data-systems 31 49 30575
neovim/neovim devtools 30 38 91433
llvm/llvm-project runtimes 28 87 33702
apache/spark data-systems 27 50 41554
home-assistant/core app-frameworks 21 31 80450
helix-editor/helix devtools 22 47 39026
nuxt/nuxt app-frameworks 29 40 57769
Unstructured-IO/unstructured llm-infra 28 34 12117
comfyanonymous/ComfyUI ml-systems 23 48 83726
denoland/deno runtimes 36 34 103714
electron/electron devtools 29 41 117644
kubernetes/kubernetes orchestration 16 41 116489
RooCodeInc/Roo-Code ai-agents 35 25 17288
n8n-io/n8n ai-agents 33 23 122978
continuedev/continue ai-agents 33 22 27819
sveltejs/svelte app-frameworks 30 30 83580
supabase/supabase data-systems 29 36 86070
prisma/prisma data-systems 24 27 42967
hyprwm/Hyprland devtools 20 48 28863
microsoft/typescript runtimes 18 28 105378
traefik/traefik cloud-infra 18 20 55772
rust-lang/rust runtimes 17 57 105254
facebook/react-native app-frameworks 53 74 123178
openai/codex ai-agents 24 24 31275
microsoft/vscode devtools 15 29 174887
argoproj/argo-cd orchestration 38 60 20149
appwrite/appwrite app-frameworks 34 6 51959
prometheus/prometheus observability 30 39 59616
mountain-loop/yaak devtools 1 2 13008
temporalio/temporal orchestration 23 24 14953
vlang/v runtimes 17 19 36582
nestjs/nest app-frameworks 36 71 71767
oven-sh/bun runtimes 37 26 79093
nodejs/node runtimes 31 60 112178
alacritty/alacritty devtools 22 17 59675
zen-browser/desktop devtools 6 8 34711
getsentry/sentry observability 29 48 41297
neondatabase/neon data-systems 50 27 19015
langfuse/langfuse observability 31 8 13574
python-poetry/poetry devtools 25 61 33496
ghostty-org/ghostty devtools 22 28 32864
prowler-cloud/prowler security 37 20 11834
elie222/inbox-zero app-frameworks 35 5 8267
pytorch/pytorch ml-systems 32 78 91345
vercel/turborepo devtools 32 22 28115
vitessio/vitess data-systems 26 32 19815
django/django app-frameworks 26 47 84182
vllm-project/vllm llm-infra 22 26 51730
hashicorp/terraform cloud-infra 22 28 45532
vercel/ai ai-agents 21 17 15590
vuejs/core app-frameworks 16 45 50769
bytedance/trae-agent ai-agents 2 6 9088
mui/material-ui app-frameworks 36 34 96063
opentofu/opentofu cloud-infra 27 25 25901
crewaiinc/crewai ai-agents 14 20 33945
grafana/grafana observability 43 97 68825
apache/airflow orchestration 33 58 40858
vitejs/vite devtools 30 35 74031
Homebrew/brew devtools 27 31 44168
zed-industries/zed devtools 24 57 62119
astral-sh/uv devtools 23 30 60322
open-telemetry/opentelemetry-python observability 22 38 2061
tokio-rs/tokio runtimes 34 49 28989
quarkusio/quarkus app-frameworks 30 47 14667
astral-sh/ruff devtools 19 20 40619
netty/netty runtimes 15 33 34227
fatedier/frp cloud-infra 10 12 95938
dotnet/runtime runtimes 39 51 16578
Azure/azure-sdk-for-net cloud-infra 33 26 5809
fastapi/fastapi app-frameworks 24 55 86871
elastic/elasticsearch data-systems 23 70 73104
opencv/opencv ml-systems 23 34 82865
chef/chef cloud-infra 27 48 7860
rails/rails app-frameworks 25 89 57027
pydantic/pydantic app-frameworks 24 20 24377
docker/compose orchestration 40 47 35858
laravel/framework app-frameworks 17 50 33763
browserbase/stagehand ai-agents 14 9 16443
pola-rs/polars data-systems 26 41 34296
expressjs/express app-frameworks 23 41 67300
prettier/prettier devtools 28 44 50772
langchain-ai/langchainjs ai-agents 24 38 15004
spring-projects/spring-boot app-frameworks 23 38 77637
gin-gonic/gin app-frameworks 17 28 83022
maplibre/maplibre-native app-frameworks 40 40 1411
SWE-agent/SWE-agent ai-agents 5 10 16839
smallcloudai/refact ai-agents 10 7 3114
bridgecrewio/checkov security 38 35 7668
spring-projects/spring-framework app-frameworks 23 71 58382
drizzle-team/drizzle-orm data-systems 8 22 29461
logseq/logseq app-frameworks 21 16 37695
getsentry/sentry-php observability 19 19 1873
ChatGPTBox-dev/chatGPTBox ai-agents 2 3 10660
influxdata/influxdb data-systems 33 17 30268
ollama/ollama llm-infra 26 44 145705
bytedance/sonic runtimes 12 10 8532
tensorflow/tensorflow ml-systems 25 53 190625
anthropics/claude-code ai-agents 4 7 25432
Aider-AI/aider ai-agents 6 15 35856
boto/boto3 cloud-infra 21 29 9417
deeplearning4j/deeplearning4j ml-systems 33 23 14036
JetBrains/kotlin runtimes 16 62 50857
kubeflow/kubeflow ml-systems 62 61 15064
snyk/cli security 33 56 5178
semgrep/semgrep security 27 23 12598
huggingface/tokenizers ml-systems 23 21 9868
shadcn-ui/ui app-frameworks 13 45 90568
serverless/serverless cloud-infra 19 45 46810
avelino/awesome-go docs 9 11 151435
QwenLM/Qwen3 ml-systems 3 2 24226
torvalds/linux runtimes 2 7 197350
octokit/octokit.net devtools 14 19 2793
golang/go runtimes 8 24 129599
evanw/esbuild devtools 6 12 39161
adonisjs/core app-frameworks 3 7 18071
aws/aws-sdk-js cloud-infra 21 15 7628
apache/mxnet ml-systems 25 34 20801
tensorflow/swift ml-systems 13 15 6136
salesforce/cloudsplaining security 1 1 2100
wagoodman/dive orchestration 1 2 51517
ossu/computer-science docs 1 3 203692
vercel/next.js app-frameworks 26 0 133000
fastify/fastify app-frameworks 24 0 34000
axios/axios app-frameworks 18 0 107000
facebook/react app-frameworks 18 0 237000
tokio-rs/axum app-frameworks 16 0 22100

Add a repository

Submit a public repository and it gets queued for extraction. Private repositories are handled through Baz.

Most-cited reviewers

the maintainers and bots whose review comments the corpus draws on most

Reviewer Instructions Repos Last activity
Copilot 112 24
coderabbitai[bot] 72 4
jasnell 58 3
cubic-dev-ai[bot] 52 2
ellipsis-dev[bot] 52 2
qwen-code-ci-bot 49 1
TkDodo 47 3
kimwnasptd 44 1
teknium1 38 1
sidharthv96 38 1
wenshao 34 1
brophdawg11 34 1
Darksonn 34 1
SeanCassiere 32 1
DOsinga 31 2
louwers 31 1
kamilmysliwiec 30 1
aloisklink 29 1
Mytherin 29 1
justinmk 29 1
graphite-app[bot] 29 2
danielroe 28 2
arvinxx 28 1
ClearlyClaire 28 1
sydney-runkle 27 2
nihui 27 1
fmeum 27 1
akshaydeo 26 1
lmiller1990 26 1
fisker 26 1
PeterSchafer 26 1
doudouOUC 25 1
anonrig 25 2
howardjohn 25 1
dgozman 25 1
NickGerleman 25 2
sundb 24 1
schiller-manuel 24 1
maxbrunsfeld 24 2
sapphi-red 24 1
auvipy 23 1
Viicos 23 2
krrishdholakia 23 1
amaanq 23 1
github-advanced-security[bot] 23 10
tannergooding 23 1
darshanr0107 22 1
JesseStutler 22 1
adeebshihadeh 22 1
daniel-lxs 22 1
chrisduerr 22 1
radoering 22 1
gemini-code-assist[bot] 22 1
jfagoagas 22 1
bartlomieju 22 1
jkotas 22 1
Rich-Harris 21 1
MMeent 21 1
MikeMcQuaid 21 1
wilkinsona 21 1