Package Long Documents for AI — Delimiters and § Labels
Pasting a document raw mixes material with instructions. Package it: explicit delimiters, citable [§N] section labels, and grounding rules — the source travels verbatim.
View Resource →Long Input Formatter resources
Package source material with delimiters, citable section labels, and grounding rules — material and instructions stay separate.
Prepare Transcripts for AI Analysis — Speakers Stay Attributed
Transcript analysis fails when speakers blur. Transcript mode packages the conversation with attribution rules: who said it, when it was revised, and no words in anyone's mouth.
View Resource →Create Grounded AI Workflows — Source-Only Sessions
A grounded workflow starts with a grounded source: package the reference once with strict rules, then run every question of the session against it.
View Resource →Organize Source Material for AI — Raw Notes, Honest Reading
Raw notes are fragments, not conclusions. Package them so the AI organizes without inflating — a four-word note stays an observation, not a firm claim.
View Resource →Package Product Requirements — Shall Means Shall
Requirements language is normative: shall binds, should suggests, may permits. Package the spec so the distinction survives the AI's reading.
View Resource →Package Research Material — Findings Keep Their Sources
Research mode packages multi-source material so findings stay attributed: exact quotes over paraphrase, §-citations per claim, and your inferences labeled as yours.
View Resource →Package Technical Documentation — Code Quoted Exactly
API docs packaged with the rule that matters: code, versions, and identifiers quoted exactly — and this document beats the model's general knowledge of the API.
View Resource →Prepare Contracts for AI Review — Clauses Under Strict Grounding
Contract review tolerates zero invention: clauses packaged under strict grounding, obligations cited by section, and missing terms reported as missing — never assumed.
View Resource →Reduce AI Hallucinations with Grounding — the Strict Contract
The strongest anti-hallucination tool is structural: only the delimited source exists, gaps answer "The source does not say.", and uncited claims are forbidden.
View Resource →Structure Large Reference Documents — Every Section Addressable
A reference document is only as useful as its addressability. Heavy § labeling turns a nine-section reference into something every answer can point into.
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