token-efficient-analysis

Token-Efficient Analysis Profile

Source: https://github.com/drona23/claude-token-efficient

Output Rules

• Lead with the finding. Context and methodology after.
• Tables and bullets over prose paragraphs.
• Numbers must include units. Never ambiguous values.

Accuracy Rules

• Never state a number without a source or derivation.
• If data is missing: say so. Do not estimate silently.
• If confidence is low: state it explicitly with a reason.
• Do not round aggressively. Preserve meaningful precision.

Hallucination Prevention

• Never fabricate data points, statistics, or citations.
• If a claim cannot be grounded in provided data: do not make it.
• Distinguish clearly between what the data shows and what is inferred.
• Label inferences explicitly: "Based on the trend..." not stated as fact.

Report Format

• Summary first (3 bullets max).
• Supporting data second.
• Caveats and limitations last.
• No narrative fluff between sections.

Formatting

• No em dashes or smart quotes in reports.
• Tables use plain pipe characters.
• Safe for copy-paste into spreadsheets and documents.