I know it sounds a bit counter-intuitive but try a fresh coding session without skills, agents.md, system prompt and additional tools I think you will be positively surprised how good current models like GPT 5.6 Sol are when they are not oversteered and context spammed Here is a task (python templating) with 9 runs with OpenCode, Pi and smol https://smolenv.com/t/nested-template-includes-60636/ you can read each run…
Agent skills that bring team coding standards to Claude Code and Codex
31–40 of 52 posts
Re: Agent skills that bring team coding standards to Claude Code and Codex
#32Re: Agent skills that bring team coding standards to Claude Code and Codex
#33Re: Agent skills that bring team coding standards to Claude Code and Codex
#34I know it sounds a bit counter-intuitive but try a fresh coding session without skills, agents.md, system prompt and additional tools I think you will be positively surprised how good current models like GPT 5.6 Sol are when they are not oversteered and context spammed Here is a task (python templating) with 9 runs with OpenCode, Pi and smol https://smolenv.com/t/nested-template-includes-60636/ you can read each run…
Creating a robust enough setup that can work on different models or different versions of a model is critical.
Re: Agent skills that bring team coding standards to Claude Code and Codex
#35I know it sounds a bit counter-intuitive but try a fresh coding session without skills, agents.md, system prompt and additional tools I think you will be positively surprised how good current models like GPT 5.6 Sol are when they are not oversteered and context spammed Here is a task (python templating) with 9 runs with OpenCode, Pi and smol https://smolenv.com/t/nested-template-includes-60636/ you can read each run…
Re: Agent skills that bring team coding standards to Claude Code and Codex
#36IMO, these agentic guard rails aren't the answer. It seems like we're seeing that the more you stuff context, the more the agents forget and don't follow the guidelines.[1] Things like ArchUnit, static analyzers, and other deterministic tools can help with lower level things like architecture. For higher up stuff, I am increasingly feeling like agents don't guarantee anything and in many cases its just the opposite.…
Our skills and agents use deterministic tools for things like: linting, ayy1, etc....
Re: Agent skills that bring team coding standards to Claude Code and Codex
#37Re: Agent skills that bring team coding standards to Claude Code and Codex
#38I know it sounds a bit counter-intuitive but try a fresh coding session without skills, agents.md, system prompt and additional tools I think you will be positively surprised how good current models like GPT 5.6 Sol are when they are not oversteered and context spammed Here is a task (python templating) with 9 runs with OpenCode, Pi and smol https://smolenv.com/t/nested-template-includes-60636/ you can read each run…
This can work great until the models get tweaked and you realize you’ve been working based on the currents of the model this week. Creating a robust enough setup that can work on different models or different versions of a model is critical.
even with a robust, well thought through setup every model behaves in its own way, some adhere more to a system prompt, another model has more recent cut-off time and knows about new parts in the stdlib
some oversteer, some understeer …
if you want the best performance unfortunately there is not really a way other than to constantly adapt the harness/clutches/context to the model du jour
Re: Agent skills that bring team coding standards to Claude Code and Codex
#39It seems like it was added in commit 74f317d at 11:06 UTC today, with five new hidden files being added under .claude and .vscode that together seem designed to either a) autorun a vscode tasks.json entry, or b) run a Claude session start hook, that will execute a large obfuscated payload. The payload looks like it will fingerprint your system and try to exfil your GitHub tokens.
Edit:
- It also exfils your AWS credentials (~/.aws/credentials, ~/.aws/config), named AWS profiles, and AWS secret managers and SSM parameter store contents
- Same with K8s secrets, with specific searches for GitHub and npm tokens, AWS keys, GCP keys, Azure keys, Stripe keys, Slack tokens, and Twilio keys
- Same with HashiCorp vault contents
- It will try to use your GitHub tokens (if they have the workflow permission) to run actions on your repository and try to exfiltrate secrets from there
- It will try to read a whole bunch of files from your local environment. I didn’t manage to extract the exact file list, unfortunately.
- If the normal C&C server is not available, it tries to create / select a GitHub repo, and commits your data as results-*.json files 100kb at a time
- It also has a bunch of stealth and persistence measures that I’m not qualified to really analyze. Don’t assume that deleting the files is necessarily enough.
Rotate your keys, folks.
Re: Agent skills that bring team coding standards to Claude Code and Codex
#40I know it sounds a bit counter-intuitive but try a fresh coding session without skills, agents.md, system prompt and additional tools I think you will be positively surprised how good current models like GPT 5.6 Sol are when they are not oversteered and context spammed Here is a task (python templating) with 9 runs with OpenCode, Pi and smol https://smolenv.com/t/nested-template-includes-60636/ you can read each run…
You can always backup your old instructions / memories. Personally I try to be hands-off with rules and very simple.