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agent systems + all in

1 min readZi Wang

Z / Runner ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ

๐Ÿƒ๐Ÿปโ€โ™‚๏ธ reset: what's your clean & concise mission statement?

  • The most consequential parts of life โ€” health, wealth, relationships โ€” compound over years. Most AI excels at tasks but resets between sessions. We build an always-on runtime layer that encodes intent as durable state and continuously reconciles it with real-world signals. Coherence becomes computational, not cognitive.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ all-in; but surprised you keep asking. (in 2026, no body is debating agentic workflows, that's table stakes). My time gap constraint is for time to PMF, not time to build.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ Between your deep research & dev background and w/ some help from aaron, I am 97% confident the bottleneck won't be building that agent.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ 1). This coming 2 weeks, we should just ignore "gradient use-cases" and just have blind faith that the forking & replicating openclaw & manus skills will be strong enough for "infra primitives". Do you think this is the right vector of attack?

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ 2). I love Andrej & he has a history of taking overly complex codebase and distilling it into something simple & elegant (see his 8k lines for ChatGTP 4 months ago). My challenge w/ you is can we fork the right repos to get us to the starting line? (note, this has to be gut instinct & intuition, or straight to the point "it is a matter of engineering taste" as Ilya stated).

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ 3). As for agent-system, what are your top 3 distinctive properties? For context: my definition = eternal, quiet, decoupled from task & reasoning.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ skills YES.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ i have repacked my manus workflows as skills (e.g. youtube analysis).

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ my take is to replicate and integrate skills as a default "agent-level" PID, user should NOT have to know how to import and manage https://github.com/skillmatic-ai/awesome-agent-skills; https://agentskill.sh/; https://skills.sh.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ +100 Yeah I get what you're pointing at. It's basically a versatile personal assistant (althought, i really hate personal assistant terminology) that runs in an isolated env so it doesn't wreck the system. Single-user setup, readable codebase.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ so much hype and speculation on this file, I think (and googling around confirms it), it is probably just a modified version of this. Just create our version call it "lรญnghรบn.md" ็ต้ญ‚ and be done w/ itโ€ฆ i don't think it is a P0.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ voice as keyboard is DOA [dead on arrival]. voice as a "penance" as in daily catholic voice confession w/ god is a unique product insight.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ nothing fancy, just making sure people use it daily and increase the context window size by 5x. I did research into this, most people type less than 40 wpm, most people speak about 120 wpm. The average google search queries is about 4 words, the average chatgpt is about 20 words, if we can get people to speak for 60s, that's 120 words. In this case, more is more.

  • ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ Autonomy = YES, but not for task execution or reasoning; just for continuous background orchestration across multiple AI platforms.

Stephen / Basketball ๐Ÿ€

๐Ÿ€ fold or all-in #agent-system, per your "time gap / immediate rewards": 4000 lines.

  • ๐Ÿ€ it is all about focus; we spent 5 mins out of 5.5 hours on #agent-system last thur. vs intent capture + wealth creation below.

  • ๐Ÿ€ no aaron on this / any for coming months โ€“ per his "5/1 friday" deadline below.

  • ๐Ÿ€ coding from bottom-up can always be right โ€“ but inefficient without a 10x use-case as the north star.

  • ๐Ÿ€ likely nanoclaw as the starting point. but mini mac or in cloud?

  • ๐Ÿ€ paid tasks, information security, verified results.

  • "new meta is to write the most maximally forkable repo and then have skills that fork it into any desired more _. very cool."

  • z, how many skills have you written / used? how to 100x collections / security / usefulness / payment .. of skills?

  • ๐Ÿ€ ask manus to self analyze or openclaw to crawl to analyze: summarize your top 5 (agent) workflows?

  • ๐Ÿ€ pid = package identifier? show some mercy: strictly no acronyms from now on.

  • vs nano claw by gavriel cohen (physics, 6 years as wix.com dev) โ€“ "explain this repo to cs phd with 20 years of coding + startup experience": grpc, sqlite, no config.

  • vs "what are the product bottlenecks, technical problems, architectural weakness?": container latency, vector store, whatsapp ban, skill conflicts.

  • "is openclaw fully forkable but peter steinberger's soul.md is private?"

  • ๐Ÿ€ .1%.

๐Ÿ€ fold or all-in #voice-native, per your "latent intent capture": always listening.

  • "You cannot build proactive assistance behind a wake word. The AI has to be present in the room, continuously, accumulating context over days and weeks and months, to build the understanding that makes proactive help possible."
  • market vibe: zvi mowshowitz, simon willison, andrej karpathy, nathan benaich.. no bets / rarely mention about voice [anything].
  • ๐Ÿ€ probably only 2x, given that most people don't have space / mindset to talk alone โ€“ per your teaching to me 2 years ago. hence, "latent intent capture" per the headline here is a distraction (for now).

๐Ÿ€ fold or all-in #full-autonomy, per your "knock out punch": fully verified, like tesla self-driving for investment / wealth creation.

  • ๐Ÿ€ nah, either human-in-the-loop or out โ€“ per your tesla's level 3 [or 4].

  • "an LLM assistant for finance that provides an answer only if it can generate a formal proof that it adheres to _ rules or _ constraints.. a hypothesis alongside a Lean4 proof of consistency with known _ laws.. as a rigorous safety net, filtering out incorrect or unverified results.. "the gold standard for supporting a claim is to provide a proof," and now AI can attempt exactly that."

  • aleph (with yunn le cunn) + harmonic (by robinhood founder).

  • "which ai (agents) use lean prover for stock investment"

  • $100m revenue in 2026 vs "science research or frontier experiments"

  • #for-ira: house of morgan, medici family, rothschild.

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