Sherveen
If you ask a thinking/research type question in 'Chat' versus 'Work' mode in these products -- say, something complex about politics, or do a multiturn business strategy, or want to work thru a new concept, you get very different answers.
The harness, steering, etc. in the chat/reasoning products is so much better for this type of question (that doesn't require code as a primary substrate).
Even as someone who mainlines like, 7 coding agents at all times, I regret that productivity fever will mean the regression of think-first-act-later AI UX.
All skills, MCPs, CLIs, etc. live inside of it. I have it symlinked to all my dev machines so that it doesn't have to be an MCP.
`capsule` is then progressive to dozens of skills/tools thru `capsule` -- ex. `$capsule plannotator [args]`.
In some harnesses, I make it human-invoke only, and call it directly. In others, I let the model invoke it, and it has a top-level description that hints at what's inside.
Maximal context/session start control and capability extension.
Edit: y'all are some whiney folk, ain't ya?
Simon Willison's blog: https://simonwillison.net/guides/agentic-engineering-pattern...
Simon Willison's blog: https://simonwillison.net/guides/agentic-engineering-pattern...
If he weren't the CEO of YC, this wouldn't be on PH, and it wouldn't be on HN.
This is not an impressive setup, folks. It's overengineered and deeply into its own form -- it will not make your agents better, and is likely to make it worse. There are lots of other people to follow/learn from/mimic for skills/context engineering.
The Price of (Artificial) Intelligence
Using React and Claude Code to make slides awesome and easy
Whenever there's an agent best practice (skill) or 'pre-prompt' that you want to use all the time, turn it into a text expansion snippet so that it works no matter where you are.
As an example, I have a design 'pre-prompt' that dictates a bunch of steering for agents re: how to pick style components, typography, layout, etc. It's a few paragraphs long and I always send it alongside requests for design implementation to get way-better-than-average output.
I could turn it into a skill, but then I'd have to make sure whatever I'm using supported skills -- and install it every time or in a way that was universally seen on my system (no, symlinking doesn't really solve this).
So I use AutoHotkey (you might use Raycast, Espanso, etc) to config that every time I type '/dsn', it auto-expands into my pre-prompt snippet.
Now, no matter whether I'm using an agent on the web/cloud, in my terminal window, or in an IDE, I've memorized my most important 'pre-prompts' and they're a few seconds away.
It's anti-fragile steering by design. Call it universal skill injection.
Moltbook: Everything You Need to Know
"The Trump administration announced on Monday that all foreign-made drones and their components posed 'unacceptable risks to the national security of the United States' and would be put on a federal blacklist of equipment makers prohibited from selling their goods freely in the country."
Related FCC fact sheet: https://docs.fcc.gov/public/attachments/DOC-416839A1.pdf
Trump Administration Declares Foreign-Made Drones a Security Threat
As a fan and DAU of both OpenAI and the NYT, this is just a weird discovery demand and there should be another pathway for these two to move fwd in this case (NYT to get some semblance of understanding, OAI protecting end-user privacy).
Like, what if they had that opinion before they built the company? If you saw evidence of that (as is the case with Anthropic), would that convince you to reconsider your judgement? Surely, you think... some people support regulatory frameworks, some amount of the time... and unless they banned themselves from every related industry, those might be regulatory frameworks that they might one day become subject to?
If this person plus a junior represented "1.3 engineering knots," he's saying... "actually, I'm still 1.3 engineering knots without him."
When this person leaves, they go find someone else who is 1.3 engineering knots. The junior represented .3, without the 1., it doesn't matter that much. Headcount strategy shifts.
Even better when you have them all in a repo w/ an agent like Codex or Claude Code to constantly tweak/remix them as needed.
And once they can use it and get visible results, those orgs are ripe for large amounts of AI product adoption.
Only downside to the OAI version will be that it's OAI specific.
Curious about your approach, though: so, it's a literal script, or an LLM being told to follow a deterministic script and only get subjective when necessary? Based on the blog, it looks like the former, but why not the later? Get the LLM to be pseudo-deterministic but still step-by-step it so that it can handle UI changes and adjacent interfaces.
Prompt sensitivity is more nuanced (and useful) than we think
1. is there any role for gov't antitrust in your view of modern capitalism? 2. if there is a role, why is Adobe x Figma not the perfect example for enforcement? 3. if your answer is "Adobe clearly isn't a monopoly, look at the existence of Figma as evidence," why are you dumb?