Use this first when a customer reports a problem at a known time and you have a long log to read. It asks the AI to show only the lines around that time plus any ERROR or FATAL line, quoted exactly and in order, and to say how many lines it left out instead of summarizing. Quotes let you check its work. Before pasting, use an approved tool and remove passwords, keys, tokens, email addresses and anything that identifies a person.
From the log below, show only the lines from [10] minutes before to [10] minutes after [time and time zone], plus any line anywhere marked ERROR or FATAL. Quote each line exactly and keep the original order. Tell me how many lines you left out. Don't summarize yet. [paste the log]
Turns noisy application, server, and access logs into a ranked list of error patterns with counts, first and last seen, spikes, and patterns that are new versus a known-good baseline, then separates root causes from symptoms and writes a short incident triage report. Includes a tested stdlib Python log clusterer.
Decodes a JWT without trusting it and lints the header and claims: alg none, remote jku/x5u keys, missing or expired exp, nbf/iat clock skew, millisecond timestamps, long lifetimes, iss/aud mismatches, sensitive data in the payload, and HMAC signature checks with a secret from an env var. Use when a login or API call fails with 401, or when reviewing token settings. Includes a stdlib Python inspector with --self-test.
