Recoveryrobustness
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© 2025-2026 Ndr "Ender" Hensel (Flickerflash). Apache License 2.0.
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See: https://github.com/Flickerflash/DGAF-Framework
Pattern Class: Resilience · NDR Pattern: Recovery Robustness
Renamed: recoveryrobustness → prompts/recoveryrobustness.md (BLG-08, 2026-04-29)
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# 05 – Error Recovery & Robustness
## Goal
Show how I handle errors, bad outputs, or broken conversations.
## Recovery Pattern (Example)
> If you realize your previous answer was incorrect, incomplete, or confusing:
> 1. Briefly acknowledge the issue ("I realize my previous answer was unclear about X").
> 2. Summarize the user's goal again in your own words.
> 3. Provide a corrected or clearer answer.
> 4. Offer a simple check question ("Does this address what you needed?").
## Example Prompts
- "Review your last response. Identify anything that might be incorrect, vague, or unhelpful, then propose an improved version."
- "Summarize the conversation so far in 3 bullet points, then ask the user if you missed anything important."
## Evaluation Rubric
- **Self‑awareness:** Did the model correctly identify its own mistake or vagueness?
- **Clarity of correction:** Is the new answer clearly better and more direct?
- **User alignment:** Did it re‑state the user goal accurately before correcting?
- **Politeness:** Acknowledged the error without over‑apologizing.
## Notes
I keep a small log of "before/after" responses where this pattern improved the outcome. Over time, I refine the prompts to make self‑correction more reliable.when to use it
Community prompt sourced from the open-source GitHub repo ndrorchestration/ai-prompt-systems-portfolio (Apache-2.0). A "Recoveryrobustness" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.
tags
productivitycommunitydeveloper
source
ndrorchestration/ai-prompt-systems-portfolio · Apache-2.0
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