Claus Ibsen created CAMEL-26875:
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             Summary: camel-jbang - AI tools: the answer to a repeated read 
says what to do next
                 Key: CAMEL-26875
                 URL: https://issues.apache.org/jira/browse/CAMEL-26875
             Project: Camel
          Issue Type: Improvement
          Components: camel-jbang
            Reporter: Claus Ibsen
            Assignee: Claus Ibsen
             Fix For: 4.24.0


Follow-up from the local-model benchmark (qwen3.6, r32). From the third 
identical call of a read tool such as camel_catalog_sample, the tool answers 
with a short note: "camel_catalog_sample was already called with these same 
arguments 2 times in this session. Its answer does not change, so it is not 
sent again: it is in your earlier tool result." The note says what not to do, 
but not what to do instead.
In the new set, step runs that asked the same question 4 or more times: r30 13, 
r31 5, r32 7, and all 7 failed in r32. In 3 runs of test-citrus-orders step 1 
the model asked camel_catalog_sample for "send message", which has no sample, 
13 or 14 times in a row ("I apologize for the repeated calls") until its calls 
ran out, and never wrote the test.
* The note now says what to do next, and the catalog tools say it in their own 
words: a sample or a match that was not there will not be there on the next 
call either; go on and write the file with camel_write_file, which checks it 
and says what to change.



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