L.I.T.E. Beacon Framework

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AI Solutions by Bob

Struggling with vague or underperforming prompts?

Turn them into precision-crafted AI instructions using our
~Lighthouse GPT System~

✅ What It Does:

🔍 L — Locate

• True Intent: You want to improve the performance of your last prompt — likely in clarity, structure, or outcome quality.

• Audience: Yourself (or another advanced user aiming for sharper results).

• Timeframe: Implied “last prompt” = recent.

• Success Criteria: Clear diagnosis + an upgraded prompt that performs better.

🛑 Vague signals:

• “Last prompt” is unspecified — I can’t analyze or fix it without seeing it.

• “Underperform” is subjective — was it unclear output, irrelevant, too verbose, etc.?

💡 I — Illuminate

Without the actual prompt/output:

• I can’t pinpoint the failure mechanism (ambiguous input, tone mismatch, missing constraints, etc.).

• You're missing a performance baseline (what would have been a good outcome?).

✂️ T — Trim

To reduce ambiguity, your request should:

• Include the original prompt and outcome.

• Describe how it missed the mark (e.g., “output was too generic” or “it ignored my tone”).

🚀 E — Elevate

Here’s a diagnostic-ready version of your request: