51,000 stars on GitHub. CLI-Anything builds a command line for software that never had one, so an agent can drive the real app instead of clicking through screenshots of it. GIMP, Blender and LibreOffice already have one in its hub. If you've watched an agent struggle with a tool that was built for a person with a mouse, this is one way to fix that.
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RepoCLI-Anything
51,000 stars · HKUDS/CLI-Anything
Builds a command line for software that never had one, so an LLM can drive apps that were built for people.
Here is the real problem it solves. Most software assumes a person clicking through a window, so agents either click through screenshots or skip the tool entirely. This project generates the command line instead, with JSON output an agent can parse.
Quick start: pip install cli-anything-hub, then cli-hub install gimp for a ready-made one. To build a new one, run /cli-anything on a codebase from Claude Code.
Catch: a generated CLI drives the real app, so GIMP or Blender still has to be installed on the machine.
AffiliateAI Toolbox
Giving an agent a clean way into your software is half the job. The other half is finding what you already worked out with it. AI Toolbox, a Chrome extension that adds search, folders, bulk export, and a prompt library to ChatGPT, Claude, Gemini, and Grok. Find the chat from three weeks ago, file the ones worth keeping, and export a whole project in one pass.
Readers get 30% off All Access with code AIGENT ($199, now $139.30).
Use it for: finding and filing hundreds of AI chats without scrolling.
We may earn a commission.
RepoOpenShell
10,412 stars · NVIDIA/OpenShell
A sandboxed, private runtime built specifically to run autonomous agents without handing them your actual machine.
Use it for: running an agent loop you don't fully trust yet, before you let it near production credentials.
Catch: it needs Docker, Podman, or host virtualization, and Windows support is experimental.
ToolAider
49,280 stars · Aider-AI/aider
A terminal-based AI pair programmer that's git-aware and maps your whole codebase so it works in larger projects.
Use it for: refactors across a codebase where you want diffs you can review before they land, not a black box.
Catch: it commits its changes automatically, so review the diffs before you keep them.
RepoContext7
62,532 stars · upstash/context7
Pulls up-to-date documentation into your LLM's context instead of letting it guess from stale training data.
Use it for: killing the specific failure mode where your coding agent confidently writes against a library version that changed six months ago.
Catch: it only helps for libraries it indexes. One it does not cover gets no lift.
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Start Here
Turn a messy brain dump into a plan you can actually start.
Open a blank chat and dump everything in your head about the thing you need to do, in whatever order it comes out. Don't organize it first, that's the mistake.
1. Paste the whole mess into the chat window and ask it to group your thoughts into three buckets: things you need to decide, things you need to do, and things you're worried about.
2. Ask it to turn the "things you need to do" bucket into a numbered list, ordered by what has to happen first.
3. Ask it to flag anything in your dump that sounds like a decision you're avoiding, and name it plainly.
4. Read the output once, cut anything that doesn't sound like you, and that's your plan.
TRY THIS: Open a new chat right now and paste in three sentences about whatever's cluttering your head today. Ask it to sort them into "decide," "do," and "worry." Watch the clutter turn into a short list in under a minute.
One term, plain English: a bucket, in this context, just means a labeled pile you sort things into so similar items sit together instead of scattered everywhere.
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Recommended
The same three-bucket sort you just ran on your own head works just as well on a blank page when you don't know what to type first. HubSpot's 100+ ChatGPT Prompts guide is a free download of working prompts for writing, research, and daily tasks, organized so you can lift what you need and go. We may earn a commission. |
Frontier Signals
A Monarch-style finance dashboard, built with Opus 5.5 for under $20. A Reddit user connected bank accounts through SimpleFin into Actual Budget as the backend. The poster says they have no plans to sell it. (Reddit)
Anthropic released Sonnet 5.5, a faster, lower-cost sibling to Opus 5.5. Anthropic says it is strongest at well-scoped everyday tasks, fixing bugs, and creating documents, slides, and spreadsheets, and costs up to 30% less than Sonnet 5 for most work. Opus 5.5 remains stronger at complex, open-ended work. (Reddit)
Vercel's CLI can now search trace spans directly from the terminal. vercel traces search lets you and your coding agent dig into latency and error spans without leaving the command line. The default returns up to 100 spans from the last hour, so you can search without first finding a request ID. (Vercel Blog)
Shopify dropped React Native, and the stated reason is AI. It's only been a year since Shopify said it was very happy with React Native. Pragmatic Engineer reports that Shopify rewrote its Shop app to native in 12 weeks, and says AI is now good enough at mobile code that React Native's extra abstractions are not worth it. (Pragmatic Engineer)
AMD agreed to buy World Labs for $8.2B. The companies announced the deal on September 28; it is expected to close by the end of the year, subject to regulatory approval. World Labs recently released Atlas, a model that predicts new camera views from 2D images and that it says solves sparse reconstruction. Worth watching whether Atlas shows up in anything an operator can use. (Latent Space)
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Before You Go
Reply and tell me which one you're actually going to try this week, the CLI builder, the sandbox, or the doc-freshness fix. I read every reply.
If your agent's been guessing at outdated docs, that's the fire to put out first. Everything else is optional.
See you Thursday.
Before you go: we started a room for people actually building with agents. Tell us what you want us to build next. Join the community →
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