It’s just an open source github repo that you simply plug into CC chat, along with your project’s main repo. The ultimate goal is for this to become portable across any agent (not just CC), and become a private repo of your preferences that you own without getting locked into any platform, while also building a collective brain of intelligence and best practises by contributors, generalised across a wide range of usecases. The ask 😄: Help me test it (more context / details below) - fork the repo and train it by simply including your forked repo in your CC chats regularly and responding to its prompts, as they arise - and let me know what works / fails - or better yet, send PRs with improvements. The repo has built in mechanisms to share your fork’s learnings upstream, for me to merge into the parent so that it can go out to everyone - but only after your approval & only the ones that can be generalised. Anything personal, sensitive or project specific is always excluded and never shared. You can always review the diffs before sending PRs anyway. The repo is meant to work that way - but atm is completely untested, so please help test it too. The hope is that collaboratively we can build the repo learnings much faster than me hacking it alone. More details on how the repos works & link to the repo itself at - https://nerdbrain.midhrami.com/ Fair warning - Its early & WIP, expect inconsistencies / glitches, but when it works, it does. ———— CONTEXT / DETAILS : I’m a software dev for 10 years, and have started using agentic coding extensively for my projects for the past couple of years, first with cursor, now with claude code (web ui). Few things i noticed / What this repo solves: Since agents have a training cutoff date - newer API specs, code libraries and platform docs often get missed out… and CC either uses old data or hallucinates wrong code silently into the codebase or planning, which is a PITA to monitor and fix each time. The repo solves this by storing and indexing PDF scrapes of any given online site, depending on need. It works best in tandem with a chrome extension that I purpose built to auto scrape docs and save as a PDF (to be released)… although you can absolutely manually drop a PDF in, for now. It should automatically index it during the next chat. I cant always anticipate every skill and instruction ahead of time, especially project specific variations. And honestly, it’s a pain to try to. Many things come to mind during work, or as problems arise… and then get lost, because I leave it for later in order to pay full attention to the work at hand. Plus, In the heat of things, often times I don’t even realise that something I asked, said, or the agent did, was worth adding as a permanent skill update. The repo solves both the above by instructing CC to automatically reflect, observe & record those observations over time, and as they occur more frequently, nominate them to become permanent through my approal in the chats, following which they automatically get recorded as updates to the modular claude.md / agents.md rulesets (or packs) in the repo. This builds over time, Ive personally witness it happen already - and the goal & hope is that it will learn my patterns and become better tuned to my style of work. Its much faster when learning is done collaboratively & in parallel, rather than me hacking at it as one person So I’ve open sourced it, in the hopes that as it matures, many of you will submit your repo’s generalised learnings and updates, back upstream, for me to merge into this parent and distribute to everyone. The repo & everyone who uses it, could benefit greatly, if we collectively pooled our efforts. Have fun & please help ! submitted by /u/International_Swan_1
Originally posted by u/International_Swan_1 on r/ClaudeCode