The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+Create a new public gist with the kernel panic log and a short reproduction script, name it…
Execute — do the immediate task
+Create a new public gist with the kernel panic log and a short reproduction script, name it 'kernel-panic-2026-07-17', add a brief description of the environment and steps to reproduce, and share the link with the sysadmins and the open-source maintainer mailing list this afternoon.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Improve — make it easier to accept
+Before I post this gist, make it easy for maintainers to use — extract the minimal failing log…
Improve — make it easier to accept
+Before I post this gist, make it easy for maintainers to use — extract the minimal failing log lines and the reproduction script to the top, add a one-line expected vs actual result, note the kernel and distro versions, and flag any sensitive hostnames or credentials that must be redacted first.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Decide — diagnose the stuck moment
+I just published a gist with the kernel panic logs and realized I left a production host IP and a…
Decide — diagnose the stuck moment
+I created a gist but it leaked a host IP I forgot to redact.
I just published a gist with the kernel panic logs and realized I left a production host IP and a username in the file. I’m worried this exposes infrastructure. What’s the likely fallout and what are the fastest corrective actions I should take now — remove the gist, replace content, or notify security?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+We repeatedly use public gists to share logs and later find secrets or internal hostnames we…
Become — change the pattern
+We keep publishing gists that leak small secrets and then have to rotate keys.
We repeatedly use public gists to share logs and later find secrets or internal hostnames we missed, forcing emergency rotations. What simpler drafting and publishing habits will stop accidental leaks — who should proofread gists and what explicit checks should we run before making anything public?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Next to this one
Other code hosting work people do in GitHub.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
The rest of the map
Same library, five ways in.