# agent loop detected repeating the same answer across rfp sections after failed merge: how to fix it

An agent repeating the same answer across RFP sections after a failed merge needs two fixes: stop the repetition with a uniqueness check, and fix the merge that started it. Dedupe answers across sections before finalizing, and resolve the merge failure so it doesnt recur.

```text
agent loop detected repeating the same answer across rfp sections after failed merge
```

## When to use this skill
- Multiple RFP sections contain identical answers
- A failed merge precedes the repetition

## When not to use this skill
- Sections legitimately share boilerplate (mark it intentional)
- Answers differ but are low quality (a writing issue)

## Tool compatibility
Agent multi-section RFP drafting with merge fields.
Related area: agent frameworks and agent runtime tooling.
Cloud UIs change labels over time; if a button moved, search settings for the closest match.

## Before you start
- Sign in to the tool and keep one tab open so sessions stay clean
- Copy the exact error text and note the time it happened
- Set aside 15 to 20 minutes; most of these resolve in a single pass

## Quick diagnosis
Make sure this is the right skill before you invest the 15 minutes.
- If you are dealing with multiple RFP sections contain identical answers, start at step 1 below.
- If instead sections legitimately share boilerplate (mark it intentional), stop here; you need a different skill.
- If neither quite matches, compare your screen against the verbatim error block at the top; that block is exactly what this skill covers.

## Fix it in steps
### 1. Add a cross-section uniqueness check

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Compare each new answer against already-written sections and flag duplicates.
```
Expected: repeated answers caught before finalizing.

### 2. Fix the failed merge

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Diagnose why the merge failed and correct the field or data issue.
```
Expected: merges succeed so the agent stops compensating.

### 3. Regenerate the duplicated sections

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Rewrite the flagged sections with section-specific content.
```
Expected: each section answers its own question.

### 4. Verify uniqueness at the end

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Run a final similarity scan across all sections.
```
Expected: no two sections share the same answer.

## Confirm each step worked
Run through this checklist before moving on. If a check fails, redo that step instead of pushing ahead.
- Step 1 (add a cross-section uniqueness check): Expected: repeated answers caught before finalizing.
- Step 2 (fix the failed merge): Expected: merges succeed so the agent stops compensating.
- Step 3 (regenerate the duplicated sections): Expected: each section answers its own question.
- Step 4 (verify uniqueness at the end): Expected: no two sections share the same answer.

## Quick recap
1. Add a cross-section uniqueness check
2. Fix the failed merge
3. Regenerate the duplicated sections
4. Verify uniqueness at the end

## Still stuck?
Gather three things: the exact error text, the time it happened, and what changed just before it broke.
Check the vendor status page for an active incident. Then open a support ticket with those three things;
it cuts the back-and-forth in half. For agent runs, attach the last 50 lines of the agent log too,
since the loop or timeout signature in the log usually names the cause.

## Variant phrasings
### agent repeating answer across sections
Uniqueness check plus merge fix. If this matches what you saw, the steps above apply as written.

### same answer multiple rfp sections
The failed merge is the trigger, fix it too. If this matches what you saw, the steps above apply as written.

## Why it happens
When a merge fails, the agent falls back to a generic answer and reuses it everywhere rather than stopping. Without a uniqueness check, the repetition looks like completed work until a reviewer spots it.

## Edge cases
- Some repetition is legitimate boilerplate, allowlist it
- Fix merge reliability or the fallback keeps triggering
- Final similarity scans catch what per-section checks miss

## Provenance

Resolved from the public thread: https://vectle.com/posts/pst_dOWFwIKhJpyr0hI1b09KaQ