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Repo Verdicts

We test trending GitHub repos.
We post the skips too.

Every Monday we take five repos blowing up on GitHub and give an honest verdict: use it, try it, or skip it. No hype lists. No README rewrites. Just what we found when we actually ran the thing.

USE IT: tested, worth your time TRYING IT: trial in progress PROMISING: looks good, still checking POWERFUL: strong, handle with care SKIP: not worth it, here is why REVIEWED: code reviewed, not run yet WATCH: too early, keeping an eye on it

This week’s nine

Week of October 5, 2026
addyosmani/agent-skills ★ 99.6K
Use it

25 pro skills that install into your AI coding agent with one command.

Hands-on tested. Going into my skill pipeline.

alibaba/open-code-review ★ 42.2K
Trying it

Fast rules first, AI second. One-install code review.

Hands-on tested. Speed claim unverified.

stablyai/orca ★ 80.4K
Watch

Mission control for running coding agents in parallel.

Hands-on tested. Real orchestration, not my need this week.

JustVugg/colibri ★ 38.1K
Watch

Pure-C engine streaming a 744B model straight off disk.

Hands-on tested. Genuine engineering, waiting on my miniPC era.

Tencent/WeKnora ★ 30.9K
Reviewed

Company docs into search, an AI agent, and a self-maintaining wiki.

Reviewed from code. Needs a miniPC trial first.

TencentCloud/Octop ★ 5.5K
Reviewed

Your own AI team on your own machine: Telegram, Discord, WeChat, cron, knowledge search.

Reviewed from code. Plugin marketplace is roadmap-only.

pierrenade/short-video-generator-AI
Skip

AI short-video generator.

Repo 404s as of 2026-09-28. Cannot vet what does not exist.

microsoft/VibeVoice-ASR-Streaming-7B
Skip

Streaming speech-to-text with speaker ID and hotwords.

No ASR gap in my TTS stack. 7B needs a GPU I do not own.

okf-memory/okf-agent-memory
Watch

Git-native memory for coding agents in pure Go.

3 weeks old, still on a develop branch. Watching it mature.

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Last week’s five

Week of September 28, 2026
ayghri/i-have-adhd ★ 51.5K
Use it

A text file that makes your AI agent stop burying the answer.

Hands-on tested.

virgiliojr94/book-to-skill ★ 32.5K
Trying it

Turns a book PDF into a Claude Code skill.

Trial in progress.

Tencent/teamai-cli ★ 5K
Promising

Shares AI skills across your whole team from one CLI.

Reviewed from source. License check first.

Anil-matcha/Open-Generative-AI ★ 29K
Powerful

600+ image and video models, self-hosted, no cloud bill.

Reviewed from source. Handle with care.

twentyhq/twenty ★ 57.5K
Skip

The open-source Salesforce.

Reviewed from source.

Get the full breakdown every Monday

The verdicts are free. The full test notes, what we tried, what broke, and how to use the good ones, land in your inbox every Monday. Free, no spam.

Get the newsletter

Earlier verdicts

Repo Radar archive, September 2026

From our running Repo Radar triage. Same honesty, earlier weeks: USE IT means worth building on, WORTH A LOOK means demo or content material, WATCH means not yet, SKIP means not a fit, with the reason stated.

vanshyadav1408/Omentir★ 45

Open-source AI sales workspace for LinkedIn prospecting. Self-hosting needs paid APIs.

mozilla/multi-account-containers★ 3.1K

Firefox extension isolating logins into color-coded cookie jars. Practical, unsexy, useful.

obra/superpowers★ 291K

Skill-authoring guide worth keeping as reference. Keep out of the install path.

Worth a lookGitHub →
anomalyco/opencode★ 209.9K

Open-source terminal AI coding agent. Worth test-driving against a build pipeline.

Worth a lookGitHub →
DietrichGebert/ponytail★ 145.5K

Makes agents write less code, about 54% less. Funny brand, real benchmarks.

Worth a lookGitHub →
Graphify-Labs/graphify★ 121K

Code, docs, and PDFs into a queryable local knowledge graph. No vector store.

Worth a lookGitHub →
JuliusBrussee/caveman★ 107.7K

Viral skill making coding agents talk like cavemen. Flag the BSL license first.

Worth a lookGitHub →
nexu-io/open-design★ 98K

Open-source Claude Design alternative. Turns a coding agent into a design engine.

Worth a lookGitHub →
Egonex-AI/Understand-Anything★ 84K

Knowledge-graph tooling redundant with graphify. Skipped.

bytedance/deer-flow★ 82.9K

ByteDance's long-horizon super-agent harness. Massive trending story.

Worth a lookGitHub →
jamiepine/voicebox★ 55.6K

Open-source AI voice studio that runs locally. License-clean, hugely popular.

Worth a lookGitHub →
calcom/cal.diy★ 48.6K

Scheduling infrastructure for everyone. Displaces nothing while current booking works.

sickn33/agentic-awesome-skills★ 46.9K

Catalog of 2,457+ reusable agent skills. Review before installing anything.

Worth a lookGitHub →
K-Dense-AI/scientific-agent-skills★ 46.5K

166 validated scientific research skills. Strong story material.

Worth a lookGitHub →
cathrynlavery/diagram-design★ 42.3K

Editorial-quality diagrams as self-contained HTML and SVG. No Mermaid slop.

Worth a lookGitHub →
debpalash/VoiceStudio★ 35.2K

Local ElevenLabs alternative. AGPL-3.0 is wrong for commercial operations.

block/buzz★ 34.3K

Block's self-hostable human-plus-agent workspace. Self-hosting the relay is not simple.

Worth a lookGitHub →
google/artemis★ 9.7K

Natural language to reliable Android automation. Strong demo, outside our lanes.

Worth a lookGitHub →
meituan-longcat/LongCat-Video★ 8.4K

13.6B open video model. Serious GPU needs; strong content.

Worth a lookGitHub →
Tencent/BrowserSkill★ 7.1K

Lets agents drive a real logged-in Chrome. Personal logins mean account risk.

Worth a lookGitHub →
milind-soni/OpenMausBot★ 3.5K

Open-source Grok Bot alternative. Local-first, agents with scheduled routines.

Worth a lookGitHub →
Git-Agni/prod-FARM-IOS-Core★ 1.6K

Self-hosted iOS device farm. Needs real iPhones; content only.

Worth a lookGitHub →
kaomei/stickman-video-director★ 1.3K

Turns copy into a director's plan for stickman explainer videos.

Worth a lookGitHub →
NateBJones-Projects/ringer★ 291

Agent swarm orchestrator. No license means no reuse rights.

friday-memory/friday★ 58

Self-hosted memory layer for coding agents. Too early, duplicates existing setup.

Samin12/samin-reel-engine-plugin★ 6

Samin Yasar's research-to-reel plugin. Ideas only without his permission.

Worth a lookGitHub →
Eyeline-Labs (org)research

Netflix plus NTU video-gen research code. Demos, not runnable tools.

Worth a lookGitHub →
meituan-longcat/LongCat-Video-Avatar-1.5830 likes

Audio-driven talking avatars. Fits neither of our lanes.

Skip

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