WanLanglin
- 3 skills
- 0 followers
- 1 day ago last updated
- ▌ Jev Triage · wanlanglinSort a batch of similar items into labelled buckets and flag only the ones worth a second look. Use when you are about to make the same judgement call dozens of times — review findings to confirm, failing tests to classify as flaky or real, issues to route, diff hunks to rate for risk — and especially when the alternative is spawning a subagent per item. Returns a label plus a calibrated confidence for each item; anything under the confidence floor is handed back for you to decide properly. Do NOT use for a single judgement, or when each item needs its own investigation rather than a classification.
- ▌ Jev Logscan · wanlanglinPull the handful of lines that matter out of a long command output, keeping them in their original order. Use when a test run, build, install, CI job, or training loop dumps hundreds or thousands of lines and you need the few that answer a specific question — why it failed, where it got slow, what changed, what ran out of memory. Say what you are looking for with --goal; the ranking is conditioned on it, so the same log returns different lines for different questions. Do NOT use for short output you can just read, or for structured data (JSON, CSV) where you want a parser rather than a filter.
- ▌ Jev Shortlist · wanlanglinNarrow a long list of candidate files down to the ones worth opening, before reading any of them. Use right after a search (grep, rg, find, glob, ls -R, or a Grep/Glob tool call) returns more than ~20 paths and you are about to decide what to read. Scores every candidate in one batched Jev call (sub-second, well under a cent) and returns them ranked, plus a set that is measurably safe to skip. Do NOT use for fewer than ~10 candidates, or to decide whether to edit a file you have already read.