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StaffEngineer
Deterministic Claude Code skills for a production stack
StaffEngineer is a pack of deterministic Claude Code skills that scaffold and wire a production-grade dev stack the same correct way every time — instead of re-prompting Claude each session. Skills run deterministic scripts (e.g. /squidci for CI) over a known toolchain (OrbStack, Doppler, Docker). Free today: squidapp (full-stack scaffold) and squidops (toolchain doctor). The full pack (deploy, observability, real-time, durable workflows) is a one-time purchase you own, not a subscription.
Hey PH, I'm Tamas, solo maker. StaffEngineer came out of a simple frustration: every session I'd re-prompt Claude Code to set up the same production stack (CI, deploy, secrets, observability) and it'd do it a little differently each time. So I turned the correct way into deterministic skills that run the same scripts every time. Two are free today - squidapp scaffolds a full-stack app, squidops checks your toolchain - drop your email and you get install instructions. Prompts improvise; skills ship. Two things I'd genuinely love feedback on: (1) which part of your prod setup do you most wish was one deterministic command? (2) does a one-time, you-own-it purchase (vs a subscription) feel right for dev skills? Thanks for taking a look.
You asked which part of a prod setup people wish was deterministic: for me the initial scaffold was never the pain, the operational routines six months in are. I've ended up encoding my App Store ops, QA regression passes, even a Product Hunt routine as Claude Code skills with scripts behind them, because prose instructions drift a little every session until the output is unrecognizable. Curious how you handle skill updates when the underlying toolchain moves, do users re-download or do skills version themselves?
How does the deterministic scripting actually hold up when my project's toolchain drifts from the defaults you baked in, say if I'm not on OrbStack or I'm already wired into a different secrets manager?
Curious how this handles updates when Claude Code itself evolves, since the skills rely on specific toolchain versions. Do you ship patches for new model behavior or is that on me to retest?
About StaffEngineer on Product Hunt
“Deterministic Claude Code skills for a production stack”
StaffEngineer was submitted on Product Hunt and earned 16 upvotes and 7 comments, placing #19 on the daily leaderboard. StaffEngineer is a pack of deterministic Claude Code skills that scaffold and wire a production-grade dev stack the same correct way every time — instead of re-prompting Claude each session. Skills run deterministic scripts (e.g. /squidci for CI) over a known toolchain (OrbStack, Doppler, Docker). Free today: squidapp (full-stack scaffold) and squidops (toolchain doctor). The full pack (deploy, observability, real-time, durable workflows) is a one-time purchase you own, not a subscription.
StaffEngineer was featured in Productivity (655.7k followers), Developer Tools (515.4k followers) and Artificial Intelligence (473.1k followers) on Product Hunt. Together, these topics include over 325.1k products, making this a competitive space to launch in.
Who hunted StaffEngineer?
StaffEngineer was hunted by Tamas Kalman. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Tamas Kalman