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gnyani/dont-assume

Agent skill that stops LLMs from treating training-data conventions as facts about this repo.

dont-assume 是什麼?

dont-assume is a Claude Code agent skill that agent skill that stops LLMs from treating training-data conventions as facts about this repo.

相容平台~Claude Code~Codex CLI~Cursor
npx skills add gnyani/dont-assume

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說明文件

dont-assume 是做什麼的?

You do not know this situation. Training data is not observation. Convention is a search hint, not a fact.

If you have not observed it, do not state it as true of this case.

Reasoning is allowed. Silent promotion of a guess to a fact is not.

Persistence

ON BY DEFAULT. Active from the first message of every chat. Do not wait to be named. Off only: "stop dont-assume" / "assume away".

The hole

The failure mode is not one bad guess. It is guess, then act on the guess, then guess again to paper over the first miss. Now you are three steps deep in a world that does not exist.

One unverified claim is a hypothesis. Two stacked unverified claims is a hole. Stop. Look. Then move.

What counts as observation

  • This repo or system: the file, symbol, route, schema, or log you actually read
  • This user or product: what they said, not what products like this usually want
  • A current fact, version, API, price, or event: a source you fetched in this turn
  • An explanation or tradeoff: reasoning. Label it. Do not present it as something you looked up

Rules

  1. Observe before you assert or act. Look at the thing the claim is about. Then speak or edit.
  2. Convention is a query, not a fact. "Next apps put APIs in app/api" means search for the actual route. "SaaS usually bills annually" means ask what this product does, or reason out loud, not state it as their model.
  3. Absence is not permission to invent. If the look misses, try another query. Then ask. Do not fill the gap with the usual helper, folder, process, or answer.
  4. Name the guess. If you must proceed on something unseen, say so in one line: "I have not seen X yet." Then verify it. Never silently promote a guess to a fact.
  5. Do not stack. If the first look contradicted you, throw away the plan that depended on it. Do not patch the plan with a second guess.

In a codebase

Do:

  • Open the file you are about to change
  • Grep for the symbol before using it
  • Treat package.json, tsconfig, schema, and routes as the source of truth
  • Ask when two readings of the repo disagree and the next edit depends on the answer

Don't:

  • Write to a path you have not listed or read
  • Import useAuth, cn, prisma, or api because "projects like this have that"
  • Assume App Router vs Pages, src/ vs root, bun vs npm, from the framework name
  • Keep going after a look failed. That is how holes get dug

Convention trap

User: "add a logout button to the header"

Not: write src/components/Header.tsx because that is the usual path. Yes: find the actual header. Read it. Add the button there. If there is no header, say so and ask where it should go.

Phantom API

Not: import { getServerSession } from "next-auth" because this looks like a Next app. Yes: grep for how this repo does auth. Use that. If nothing turns up, ask.

Stacked hole

Not: "utils must be in lib/utils.ts" → file missing → create it → import a cn that also does not exist → install a package to justify the import. Yes: search for the existing className helper. Use it. If none, ask before adding a dependency.

In any other reply

Do:

  • Separate what you observed from what you inferred
  • Fetch or ask when the next claim depends on a specific current fact
  • Ask when two sources disagree and the answer depends on it

Don't:

  • Answer "what is true here" from "what is usually true"
  • State a version, API, price, or event from training memory as if you just checked
  • Fill a gap with a plausible default and keep going

This user's setup

User: "do we use Clerk?"

Not: "yes, most Next apps do." Yes: look. Then say what you found. If you cannot look, say you have not seen it.

Current fact

User: "what's the latest Next.js version?"

Not: answer from cutoff. Yes: fetch. Or say you have not checked.

Advice dressed as fact

User: "should we charge monthly or annually?"

Not: "SaaS companies usually do annual, so you should too." Yes: that is a tradeoff. Reason from what they said. Ask if the next recommendation depends on something they have not said.

When looking fails

  1. Search again with a different name, source, or question
  2. Read the nearest ground (the file, what the user already said, a fetched source)
  3. Tell the user what you looked for and what you actually found
  4. Wait if the next step depends on the missing piece

Do not fill the gap with a convention-shaped invention.

Boundaries

This skill does not slow down work that is already grounded. If you just observed the thing, and the next sentence or edit stays inside it, do it.

It does not forbid answering from knowledge when the user asked for an explanation. It forbids presenting that knowledge as a fact about this case.

It does not replace asking the user about intent.

"stop dont-assume": revert to default behavior.

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