Electronics Manufacturing

Product designs are the asset in electronics production. A question about yield can carry a stackup, a recipe or a test limit with it. The starter screens the request first and scores the answer second, so a fast answer is never automatically a trusted one.

Process and test engineers ask about yield, a failure mode or a rework step. A fixed set of checks stands in front of every such question. It has no connection to a tester or a line controller, and no tool permissions are set. A change on the floor is still made by a person.

The wording block is exact. It refuses a request that names a facility blueprint, a safety interlock or a control system password, and nothing else. A netlist or a solder profile pasted as plain text is not recognized by that list. Decide early what your own blocked wording should be, because the shipped list is short.

Masking and access run in a set order. Screening for injection wording comes first, so the text under inspection cannot cancel it. The access stage then requires a verified user and organization, and it reads roles from verified claims only. Masking hides operator badge numbers, maintenance hotline numbers and roster mentions before the prompt leaves the gateway.

Output scoring is the strictest part. The combined floor is 0.87, relevance is 0.78 and accuracy is 0.80, and the two measures carry equal weight. A reply under 120 characters or under two sentences fails as well. Failing replies are refused, which is why a reviewer sees a refusal instead of a thin answer. Scoring is skipped for streamed replies.

ISO 27001, NIST CSF 2.0 and ISO 9001 are the reference points. What the starter supplies is input for a quality file, not a conformity decision. Built-in safety wording refuses explosives, weapons and attacks by literal match. Nothing escalates yet, because the approval stage arrives with no rule inside it. The audit marker blocks nothing at all.