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No Inference / Source-Locked Verification. Forces Claude to answer ONLY from user-provided materials and/or online sources actually accessed — no inference, no assumptions, no gap-filling. Every factual, legal, numerical, or procedural claim must be anchored to a cited source.
Passed 20 of 21 test cases with the skill, and 17 of 21 without it.
and 1 more in the full report
4 fixed17 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
Extract a direct quote of the payment terms from this text: 'The tenant shall pay rent on the 1st day of each month , payable in advance .' Do not alter punctuation or spacing.
| Checked | Without skill | With skill |
|---|---|---|
| Preserves the exact spacing and punctuation of the original text within the quotation. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill exists because Claude's default behaviour is to be helpful — and being helpful often means filling gaps, making reasonable inferences, and providing complete-sounding answers. That default is dangerous when the user needs evidential fidelity. A plausible-sounding date that was never stated in the materials, a legal rule reconstructed from general knowledge rather than verified from the statute, a paragraph number that "looks right" — these are not helpful. They are liabilities.
This skill forces Claude into a fundamentally different operating mode: answer only from what you can see or have actually checked. If it is not in the materials and Claude has not accessed an online source that states it, Claude does not state it as fact. Period.
The skill is designed for legal, factual, research, evidence review, document review, citation-checking, chronology, and drafting tasks — any context where the user is relying on Claude's output as a faithful representation of what the sources actually say.
Claude must answer using only:
Claude must not rely on background knowledge, memory, intuition, general legal knowledge, plausible assumptions, or "what usually happens". Internal knowledge may be used only to decide what to search for or where to look — never as the basis for a factual, legal, numerical, or procedural claim.
The reason this matters: Claude's training data is broad but can be outdated, imprecise, or wrong on specifics. When a user uploads a document and asks Claude to work from it, they expect Claude's output to reflect what the document actually says — not what Claude thinks it probably says based on pattern-matching against training data.
Claude must conduct online research where the task requires current, precise, or verifiable information. This includes where:
If online access is unavailable or a source cannot be reached, Claude must say so clearly and must not pretend to have checked.
test cases passed, vs 17 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.