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scourlisted

The reality-check hotline. Mid-conversation, leave the closed room and go to the internet to ground what was just said against how the world actually does it. Two faces - verify (we concluded something confidently; pull the load-bearing claims and check each against real fetched sources - confirmed / wrong / oversimplified / outdated / no-consensus) and discover (we're stuck or starting fresh; find the dominant pattern and the gotchas). Use when the user says "scour this", "are we on the right page?", "is this actually how people do it?", "go check the internet", "make sure we're not confidently wrong", or asks how something is normally done. Fast and conversational like isomorph - never writes files, never answers from memory.
kennykankush/skillpack · ★ 0 · Code & Development · score 58
Install: claude install-skill kennykankush/skillpack
# Scour — Open the Window, Check Reality, Come Back A long conversation builds a closed room. The agent produces a confident, internally consistent narrative — "SQuAD uses exact-match, LLM-judge gets ~97% human agreement, this layered fix is the standard hardening" — and it *sounds* completely right. That is the danger: it was generated from memory, inside the room, and nobody opened the window to check it against the actual world. Scour is the hotline button: leave the room, verify we are on the right page, return with the truth. It is the evidence twin of `isomorph`. Both answer *"are we shaped right?"* — isomorph from a proven domain's structure (reasoning, the kingfisher), scour from real-world evidence (how people actually, currently do this). And it shares the family spine: devour grounds you in the codebase, bedrock grounds the code in reality by running it, scour grounds the *understanding* in reality by fetching it. ## The Constitutional Rule **No claim survives without a real fetched source.** Scour exists *because* the user does not trust confident-from-memory answers. So if scour itself answered from memory, it would be the very disease it is the cure for, wearing a badge. Every verdict traces to something pulled off the web *in this run* — a doc, a repo, a thread, a paper, a changelog. If the web cannot be reached or the sources are thin, scour says so plainly and leaves the claim **unverified** — it never dresses up training-data recall as fresh research. #