From dd487d0c0584060f8d0654fadb80ea5c86569185 Mon Sep 17 00:00:00 2001
From: jp170na <jan.ptak@student.tuke.sk>
Date: Wed, 4 Nov 2026 01:54:59 +0100
Subject: [PATCH] =?UTF-8?q?Ot=C3=A1zky=20a=20formul=C3=A1cie?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 README.md                                |  12 +++-
 app/routes.py                            |   1 +
 packages/claude/client.py                |  17 ++++-
 packages/claude/dist/packages.json       |   4 +-
 packages/claude/dist/zpwiki-graphrag.zip | Bin 6788 -> 7270 bytes
 packages/claude/dist/zpwiki-rag.zip      | Bin 6866 -> 7358 bytes
 packages/claude/graphrag/SKILL.md        |   9 +++
 packages/claude/mcp_server.py            |  11 ++-
 packages/claude/rag/SKILL.md             |   9 +++
 scripts/build_claude_packages.py         |   2 +-
 test/test_answer_presentation.py         |  31 +++++++++
 test/test_comparison_answers.py          |  11 +--
 test/test_question_delivery.py           |  81 +++++++++++++++++++++++
 test/test_verified_rag.py                |  23 +++++++
 tools/answer_evaluation/presentation.py  |  22 ++++--
 tools/answer_evaluation/render_answer.py |   4 +-
 tools/answer_evaluation/verified_rag.py  |  26 +++++++-
 17 files changed, 244 insertions(+), 19 deletions(-)
 create mode 100644 test/test_question_delivery.py

diff --git a/README.md b/README.md
index 940cd37..35c304a 100644
--- a/README.md
+++ b/README.md
@@ -1160,7 +1160,7 @@ upozornenie na neúplnosť, nezamieňať autora dokumentu s autorom práce a pri
 sa nevysvetľujú odhadom; verzia dát neoznačuje verziu programu.
 Tieto pokyny ovplyvňujú správanie Claude, jeho finálny text však náš backend
 nemôže programovo vynútiť. Po aktualizácii už nahratých Skills nahraď ich
-novými ZIPmi z `packages/claude/dist/` (verzia 1.3.0) a over správanie v novom chate.
+novými ZIPmi z `packages/claude/dist/` (verzia 1.4.0) a over správanie v novom chate.
 
 ### Nahratie Skills do webového Claude
 
@@ -1503,6 +1503,16 @@ známe rozkazovacie formulácie zadania menia na pomenovania cieľov, napríklad
 pravidlá po kontrole doslovného dôkazu, nie o voľné dopĺňanie faktov modelom.
 Neznámy opis, podmienky, negácie a údaje o dosiahnutom stave zostávajú zachované.
 
+Známe gramatické úpravy sa uplatňujú iba na text mimo URL, kódu a HTML značiek.
+Citované výňatky v dôkazoch sa nemenia. Konektor posiela aktuálnu otázku bez
+parafrázy; môže odstrániť iba úvodný príkaz `/rag` alebo `/graphrag`. Odpoveď
+z `/answer` nesie aj `query` a `engine`; klient odmietne nezhodu s požiadavkou.
+Skills a inicializačné pokyny MCP vyžadujú porovnať otázku aj s aktuálnou správou
+používateľa. Výber otázky samotným Claude zostáva potrebné overiť v jeho rozhraní.
+Pri názve a roku práce model dostáva typované fakty a stručné zdroje. RAG tvrdenia
+nepoužívajú grafové `record_id` ani `work_label`; každé tvrdenie musí mať doloženú
+wiki URL. Označenie zdroja ako `S1` nenahrádza citáciu.
+
 Pri obsahovom porovnaní viacerých študentov sa pre každého načíta požadovaný typ
 práce z rovnakého SQLite snapshotu; všetky podklady naďalej podliehajú spoločnému
 tokenovému rozpočtu. Zadanie a zaznamenaný stav sa kontrolujú a zobrazujú oddelene.
diff --git a/app/routes.py b/app/routes.py
index 9d98c3c..87222e2 100644
--- a/app/routes.py
+++ b/app/routes.py
@@ -194,6 +194,7 @@ def verified_answer(request: AnswerRequest) -> dict:
     if (result.get('accepted_for_delivery') is not True or
             result.get('status') not in {'ok', 'no_answer', 'ambiguous'}):
         result = public_failure(result)
+    result={**result,'query':request.query.strip(),'engine':request.engine}
     if not request.include_diagnostics:
         result.pop('attempts', None)
         result.pop('retrieval_context', None)
diff --git a/packages/claude/client.py b/packages/claude/client.py
index 539b398..748af74 100644
--- a/packages/claude/client.py
+++ b/packages/claude/client.py
@@ -6,6 +6,7 @@ from dataclasses import dataclass
 import ipaddress
 import json
 import os
+import re
 from pathlib import Path
 import stat
 import urllib.error
@@ -85,6 +86,8 @@ def error_result(reason):
         'unauthorized':'Prístup nebol autorizovaný. Skontroluj prihlásenie konektora a jeho konfiguráciu.',
         'forbidden':'Pre tento nástroj nemáš potrebné oprávnenie.',
         'invalid_query':'Otázku sa nepodarilo spracovať. Zadaj konkrétnu otázku a primeraný počet výsledkov.',
+        'question_mismatch':'Odpoveď patrí k inej otázke a nezobrazí sa. Zopakuj aktuálnu otázku.',
+        'engine_mismatch':'Príkaz a zvolený nástroj sa nezhodujú. Použi nástroj podľa /rag alebo /graphrag.',
         'model_unavailable':'Jazykový model momentálne nie je dostupný. Skús otázku neskôr.',
         'answer_rejected':'Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. '
                           'Spresni osobu, typ práce alebo rok; neoverený text sa nezobrazí.',
@@ -146,8 +149,14 @@ def query_backend(query: str, engine: str, *, mode='answer', limit=5, config=Non
     """Return only approved answer fields, or explicitly marked retrieval context."""
     try:
         if (engine not in ENGINES or mode not in {'answer', 'retrieve'} or type(limit) is not int
-                or not 1 <= limit <= 20 or not isinstance(query, str) or not 1 <= len(query.strip()) <= 500):
+                or not 1 <= limit <= 20 or not isinstance(query, str)):
             raise ClientError('invalid_query')
+        query=query.strip()
+        command=re.match(r'^/(rag|graphrag)(?=\s|$)',query,re.I)
+        if command:
+            if command[1].lower()!=engine:raise ClientError('engine_mismatch')
+            query=query[command.end():].strip()
+        if not 1 <= len(query) <= 500:raise ClientError('invalid_query')
         config = config or Config.load()
         endpoint = '/answer' if mode == 'answer' else '/' + engine
         body = {'query': query.strip(), 'limit': limit}
@@ -170,6 +179,10 @@ def query_backend(query: str, engine: str, *, mode='answer', limit=5, config=Non
         validate_metadata(value)
         fields = {'status', 'reason', 'index_version', 'complete', 'truncated', 'truncation_reasons'}
         if mode == 'answer':
+            if not isinstance(value.get('query'),str):
+                raise ClientError('invalid_backend_response')
+            if value['query']!=body['query'] or value.get('engine')!=engine:
+                raise ClientError('question_mismatch')
             if value.get('accepted_for_delivery') is not True:
                 raise ClientError('answer_rejected')
             if (not isinstance(value.get('answer'), str) or not value['answer'].strip()
@@ -184,7 +197,7 @@ def query_backend(query: str, engine: str, *, mode='answer', limit=5, config=Non
                         or any(not isinstance(coverage.get(key), list) or
                                any(not isinstance(item, str) for item in coverage[key]) for key in ['warnings','limitations'])):
                     raise ClientError('invalid_backend_response')
-            fields |= {'answer', 'source_urls', 'claims', 'count', 'accepted_for_delivery', 'answer_coverage'}
+            fields |= {'query','answer', 'source_urls', 'claims', 'count', 'accepted_for_delivery', 'answer_coverage'}
         else:
             if not isinstance(value.get('sources'), list):
                 raise ClientError('invalid_backend_response')
diff --git a/packages/claude/dist/packages.json b/packages/claude/dist/packages.json
index bcbfe9a..3090d27 100644
--- a/packages/claude/dist/packages.json
+++ b/packages/claude/dist/packages.json
@@ -3,12 +3,12 @@
     {
       "archive": "zpwiki-rag.zip",
       "name": "rag",
-      "sha256": "09d3e6b196b61f6c025eb86ccd1773b913b37660163a995ad1a2acfa6d947a0c"
+      "sha256": "0c4b1a65d7ec97e89505000c7f60239ae220098ba11dc8a6ae9fca8be396f151"
     },
     {
       "archive": "zpwiki-graphrag.zip",
       "name": "graphrag",
-      "sha256": "cfcb60213e103d40c2adbc6c7d4133751120148415836cfffa7935c020167e95"
+      "sha256": "cbfd609ec66c24a03e4c75b33e5a92438a1131c25019df8f2ea522bc917ba5e3"
     }
   ],
   "schema_version": 1
diff --git a/packages/claude/dist/zpwiki-graphrag.zip b/packages/claude/dist/zpwiki-graphrag.zip
index 01336d627c1d287bf25ec2c149731c0f7f547528..e4b6b6cbef8938a6b7d47ca12eb3fe382043b067 100644
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diff --git a/packages/claude/graphrag/SKILL.md b/packages/claude/graphrag/SKILL.md
index ebb4541..40f4b0d 100644
--- a/packages/claude/graphrag/SKILL.md
+++ b/packages/claude/graphrag/SKILL.md
@@ -10,6 +10,15 @@ For `/graphrag <question>`, send the text after the leading `/graphrag` as the q
 to `zpwiki_graphrag`. Preserve every condition. If no question follows, ask for one.
 Use this graph tool rather than RAG when the user explicitly selects `/graphrag`.
 
+For every call, copy the latest user question verbatim after removing only its leading
+command. Do not reuse an earlier question or an example, paraphrase, silently correct a
+name, add a year or drop a condition. Before calling, check names, work types, years,
+negations and comparisons against the current message. Before presenting the result,
+check that its `query` matches that question. A mismatch is not a usable answer.
+If clarification is needed, ask specifically for the missing or ambiguous condition.
+For multiple explicit commands in one message, handle each question separately in order;
+keep all conditions belonging to each question together.
+
 1. With a ZP Wiki MCP connector, call `zpwiki_graphrag` with the complete question.
 2. Otherwise, with securely configured backend access in a Python execution environment,
    run `python scripts/query.py "the complete question"` relative to this directory.
diff --git a/packages/claude/mcp_server.py b/packages/claude/mcp_server.py
index 6aec4d2..914c3b7 100644
--- a/packages/claude/mcp_server.py
+++ b/packages/claude/mcp_server.py
@@ -19,6 +19,15 @@ from starlette.responses import JSONResponse
 
 
 # Host-model rules belong to MCP initialization and Skills, not tool-result data.
+QUESTION_POLICY = (
+    'For each tool call, copy the latest user question verbatim after removing only its leading '
+    '/rag or /graphrag command. Keep names, work types, years, negations, comparisons and every condition. '
+    'Never reuse a previous question or an example, paraphrase it or split its conditions across searches. '
+    'If the user supplies multiple explicit commands, handle each exact question separately in order. '
+    'Before calling, compare the query with the current user message. Respect the explicitly selected engine. '
+    'The returned query is audit data: compare it with the current question before presenting its answer. '
+    'If they differ, do not present the mismatched answer. Ask for a concrete clarification when needed. '
+)
 ANSWER_PRESENTATION_POLICY = (
     'For this question, present the current accepted answer unchanged, including its sources and caveats. '
     'Do not add factual claims, guesses or commentary from earlier chat answers. '
@@ -71,7 +80,7 @@ async def zpwiki_health() -> CallToolResult:
 def create_server(**kwargs):
     server = FastMCP('ZP Wiki', instructions=(
         'Use zpwiki_rag for text and individual facts; zpwiki_graphrag for relationships and counts. '
-        'Tools return backend-verified answers. ' + ANSWER_PRESENTATION_POLICY), **kwargs)
+        'Tools return backend-verified answers. ' + QUESTION_POLICY + ANSWER_PRESENTATION_POLICY), **kwargs)
     for handler in (zpwiki_rag, zpwiki_graphrag, zpwiki_health):
         server.add_tool(handler, annotations=ToolAnnotations(
             readOnlyHint=True, destructiveHint=False, openWorldHint=True))
diff --git a/packages/claude/rag/SKILL.md b/packages/claude/rag/SKILL.md
index c5e541f..aef6d4e 100644
--- a/packages/claude/rag/SKILL.md
+++ b/packages/claude/rag/SKILL.md
@@ -10,6 +10,15 @@ For `/rag <question>`, send the text after the leading `/rag` as the question to
 `zpwiki_rag`. Preserve every condition. If no question follows, ask for one.
 Use this text-search tool rather than GraphRAG when the user explicitly selects `/rag`.
 
+For every call, copy the latest user question verbatim after removing only its leading
+command. Do not reuse an earlier question or an example, paraphrase, silently correct a
+name, add a year or drop a condition. Before calling, check names, work types, years,
+negations and comparisons against the current message. Before presenting the result,
+check that its `query` matches that question. A mismatch is not a usable answer.
+If clarification is needed, ask specifically for the missing or ambiguous condition.
+For multiple explicit commands in one message, handle each question separately in order;
+keep all conditions belonging to each question together.
+
 1. If a ZP Wiki MCP connector is available, call `zpwiki_rag` with the complete question.
 2. Otherwise, in a Python execution environment with securely configured backend access, run
    `python scripts/query.py "the complete question"` relative to this skill's directory.
diff --git a/scripts/build_claude_packages.py b/scripts/build_claude_packages.py
index 0dd4f7b..c24a8b4 100644
--- a/scripts/build_claude_packages.py
+++ b/scripts/build_claude_packages.py
@@ -11,7 +11,7 @@ import zipfile
 ROOT = Path(__file__).resolve().parents[1]
 BASE = ROOT / 'packages/claude'
 ENGINES = ('rag', 'graphrag')
-PACKAGE_VERSION = '1.3.0'
+PACKAGE_VERSION = '1.4.0'
 
 
 def json_bytes(value):
diff --git a/test/test_answer_presentation.py b/test/test_answer_presentation.py
index ff39ed8..ce2dbeb 100644
--- a/test/test_answer_presentation.py
+++ b/test/test_answer_presentation.py
@@ -81,6 +81,37 @@ def test_progress_negations_and_unknown_prose_are_not_reinterpreted(text):
     assert text in rendered and 'tieto ciele' not in rendered
 
 
+@pytest.mark.parametrize('command',['vyhodnoťte','vyhodnotte','vyhodnnotte'])
+def test_known_coordinated_command_variants_are_natural_without_claiming_completion(command):
+    raw='Preštudujte si spôsoby vyhodnotenia RAG - RAGAS, DeepEval a '+command+' systém.'
+    text,converted=goal_text(raw)
+    assert converted and text=='Preštudovať si spôsoby vyhodnotenia RAG - RAGAS, DeepEval a vyhodnotiť systém.'
+    assert 'vyhodnotený' not in text and 'dokončený' not in text
+
+
+def test_goal_formatting_protects_urls_code_attributes_and_conditions():
+    raw=('Vypracujte prehľad iba pre slovenské texty a vyhodnnotte systém podľa '
+         'https://example.test/implementujte/vyhodnnotte?x=navrhnite '
+         's kódom `implementujte("vyhodnnotte")` a <a href="/vyhodnnotte">odkazom</a>.')
+    text,converted=goal_text(raw)
+    assert converted and 'Vypracovať prehľad iba pre slovenské texty a vyhodnotiť systém' in text
+    assert 'https://example.test/implementujte/vyhodnnotte?x=navrhnite' in text
+    assert '`implementujte("vyhodnnotte")`' in text and '<a href="/vyhodnnotte">' in text
+
+
+@pytest.mark.parametrize('complete',[True,False])
+def test_shared_document_authors_have_a_grammatical_bounded_summary(complete):
+    people=['Eva Nová','Boris Nový'];urls=['https://example.test/eva','https://example.test/boris']
+    claims=[{'person':person,'document_author':'Daniel Hladek'} for person in people]
+    c={'status':'ok','facts':[{**claim,'source_url':url} for claim,url in zip(claims,urls)],
+       'sources':[{'source_url':url} for url in urls], 'complete':complete,'truncated':not complete,
+       'shared_properties':[{'field':'document_author','value':'Daniel Hladek','people':people}]}
+    rendered=render_graph_answer({'status':'ok','claims':claims,'source_urls':urls},c)
+    prefix='Spoloční autori dokumentov:' if complete else 'Doložení spoloční autori dokumentov:'
+    assert rendered['answer'].startswith(prefix)
+    assert answer_context_issues(rendered,c)==[]
+
+
 def test_assignment_heading_does_not_keep_imperative_style():
     lines = content_lines(['*Zadanie diplomovej práce*:', '1. Vypracujte prehľad metód.',
                            '2. Implementujte systém.'], 'Ján Holp', 'diploma_thesis')
diff --git a/test/test_comparison_answers.py b/test/test_comparison_answers.py
index 8a9f56c..08e6450 100644
--- a/test/test_comparison_answers.py
+++ b/test/test_comparison_answers.py
@@ -74,10 +74,13 @@ def test_goal_headings_are_not_extra_evidence_and_sentences_keep_capitals():
     assert 'Ďalšie podklady' not in text and 'Zlepšiť proces. Zlepšiť extrakciu.' in text
 
 
-@pytest.mark.parametrize('literal', ['Použite https://example.test/pouzite/vypracujte.',
-                                   'Implementujte parser pre `navrhnite a implementujte`.'])
-def test_grammar_does_not_change_urls_or_code_literals(literal):
-    assert goal_text(literal)==(literal,False)
+@pytest.mark.parametrize('literal,expected', [
+    ('Použite https://example.test/pouzite/vypracujte.',
+     'Použiť https://example.test/pouzite/vypracujte.'),
+    ('Implementujte parser pre `navrhnite a implementujte`.',
+     'Implementovať parser pre `navrhnite a implementujte`.')])
+def test_grammar_does_not_change_urls_or_code_literals(literal,expected):
+    assert goal_text(literal)==(expected,True)
 
 
 @pytest.fixture
diff --git a/test/test_question_delivery.py b/test/test_question_delivery.py
new file mode 100644
index 0000000..da9e2e3
--- /dev/null
+++ b/test/test_question_delivery.py
@@ -0,0 +1,81 @@
+"""Question/engine binding across actual HTTP/MCP boundaries, without an LLM."""
+import asyncio
+import json
+import os
+import sys
+
+import pytest
+
+from test_claude_packages import backend, ROOT
+from packages.claude import client
+
+
+QUESTIONS=[
+    'Čomu sa venuje diplomová práca Jána Holpa? Stručne ju predstav a uveď zdroj.',
+    'Porovnaj  zadanie a výsledky Ondreja Megelu a Jána Holpa.\nPlán nie je výsledok; uveď zdroje.',
+    'Ktorí študenti majú tag "RAG" a zároveň diplomový projekt z roku 2026?']
+
+
+@pytest.mark.parametrize('engine',['rag','graphrag'])
+def test_latest_question_and_all_conditions_cross_http_unchanged(backend,engine):
+    for question in QUESTIONS:
+        r=client.query_backend(question,engine,limit=7)
+        assert r['accepted_for_delivery'] and r['query']==question and r['engine']==engine
+        path,body,_=backend['requests'][-1]
+        assert path=='/answer' and body['query']==question and body['engine']==engine and body['limit']==7
+    assert len(backend['requests'])==len(QUESTIONS)
+
+
+@pytest.mark.parametrize('engine',['rag','graphrag'])
+def test_only_a_matching_leading_command_is_removed(backend,engine):
+    question='Aké práce má Ján Holp v roku 2020? Zachovaj výraz "RAG".'
+    r=client.query_backend('  /'+engine.upper()+'  '+question+'  ',engine)
+    assert r['accepted_for_delivery'] and r['query']==question
+    assert backend['requests'][-1][1]['query']==question
+    other='graphrag' if engine=='rag' else 'rag'
+    r=client.query_backend('/'+other+' '+question,engine)
+    assert r['reason']=='engine_mismatch' and not r['accepted_for_delivery']
+    assert len(backend['requests'])==1
+
+
+@pytest.mark.parametrize('question',['/rag','/rag  ','/graphrag'])
+def test_command_without_a_question_never_reaches_backend(backend,question):
+    engine='graphrag' if question.startswith('/graphrag') else 'rag'
+    assert client.query_backend(question,engine)['reason']=='invalid_query'
+    assert not backend['requests']
+
+
+@pytest.mark.parametrize('change',[
+    {'query':'A previous unrelated question','engine':'rag'},
+    {'query':QUESTIONS[0],'engine':'graphrag'},
+])
+def test_stale_question_or_wrong_engine_cannot_deliver_another_answer(backend,change):
+    backend['raw']=json.dumps({**backend['checked'],'answer':'OTHER_ANSWER_SHOULD_NOT_ESCAPE',**change}).encode()
+    r=client.query_backend(QUESTIONS[0],'rag')
+    assert r['reason']=='question_mismatch' and not r['accepted_for_delivery']
+    assert 'OTHER_ANSWER' not in json.dumps(r)
+
+
+def test_missing_question_echo_is_not_accepted(backend):
+    backend['raw']=json.dumps({**backend['checked'],'engine':'rag'}).encode()
+    r=client.query_backend(QUESTIONS[0],'rag')
+    assert r['reason']=='invalid_backend_response' and not r['accepted_for_delivery']
+
+
+def test_consecutive_mcp_calls_do_not_reuse_previous_queries(backend):
+    from mcp import ClientSession,StdioServerParameters
+    from mcp.client.stdio import stdio_client
+    from packages.claude.mcp_server import QUESTION_POLICY
+    async def run():
+        params=StdioServerParameters(command=sys.executable,args=[str(ROOT/'packages/claude/mcp_server.py')],
+                                    env={**os.environ,'PYTHONDONTWRITEBYTECODE':'1'})
+        async with stdio_client(params) as (read,write):
+            async with ClientSession(read,write) as session:
+                initialized=await session.initialize()
+                assert QUESTION_POLICY in initialized.instructions
+                for engine,question in [('rag',QUESTIONS[0]),('graphrag',QUESTIONS[2]),('rag',QUESTIONS[1])]:
+                    result=await session.call_tool('zpwiki_'+engine,{'query':question})
+                    assert not result.isError and result.structuredContent['query']==question
+                    assert backend['requests'][-1][1]['query']==question
+                    assert backend['requests'][-1][1]['engine']==engine
+    asyncio.run(run())
diff --git a/test/test_verified_rag.py b/test/test_verified_rag.py
index 6a2b16c..621798f 100644
--- a/test/test_verified_rag.py
+++ b/test/test_verified_rag.py
@@ -109,6 +109,29 @@ def test_bad_answer_is_repaired_once_and_only_verified_fields_are_rendered(paylo
     assert 'unsupported_person_work_type_year_binding' in result['attempts'][0]['issues']
 
 
+def test_scalar_claims_require_real_source_urls_without_graph_record_ids(payload,answer):
+    empty=copy.deepcopy(answer);empty['source_urls']=[]
+    outputs=iter([empty,answer]);calls=[]
+    def complete(messages):
+        calls.append(copy.deepcopy(messages))
+        assert 'source_urls pri kladnej odpovedi nesmie byť prázdne' in messages[0]['content']
+        sent=json.loads(messages[1]['content'])['context']
+        assert all('text' not in row for row in sent['sources'])
+        return completion(next(outputs))
+    r=generate_verified_rag(QUESTION,payload,complete)
+    assert r['accepted_for_delivery'] and len(calls)==2
+    assert 'missing_required_citations' in r['attempts'][0]['issues']
+    assert 'skutočnú wiki URL' in calls[1][-1]['content']
+    assert r['source_urls']==answer['source_urls']
+
+
+def test_rag_claim_schema_does_not_accept_a_source_id_as_a_graph_record(payload,answer):
+    wrong=copy.deepcopy(answer);wrong['claims'][0]['record_id']='S1'
+    r=generate_verified_rag(QUESTION,payload,lambda _:completion(wrong))
+    assert not r['accepted_for_delivery']
+    assert all(attempt['issues']==['invalid_answer_format'] for attempt in r['attempts'])
+
+
 def test_two_bad_attempts_never_return_unverified_model_text(payload, answer):
     answer['claims'][0]['year'] = 2021
     calls = []
diff --git a/tools/answer_evaluation/presentation.py b/tools/answer_evaluation/presentation.py
index 9501e14..fd4c34c 100644
--- a/tools/answer_evaluation/presentation.py
+++ b/tools/answer_evaluation/presentation.py
@@ -107,15 +107,29 @@ GOAL_VERBS = {
     'natrénujte': 'Natrénovať', 'optimalizujte': 'Optimalizovať',
     'identifikujte': 'Identifikovať', 'preštudujte': 'Preštudovať',
     'pripravte': 'Pripraviť',
+    'vyhodnotte': 'Vyhodnotiť', 'vyhodnnotte': 'Vyhodnotiť',
 }
 
 
 def goal_text(unit: str) -> tuple[str, bool]:
+    """Format only known goal verbs, keeping URLs and code byte-for-byte intact."""
+    prefix='_ZP_LITERAL_'
+    while prefix in unit:prefix+='X'
+    literals={}
+    def protect(value):
+        key=prefix+str(len(literals))+'_';literals[key]=value
+        return key
+    text=re.sub(r'(`+)([\s\S]*?)\1',lambda m:protect(m[0]),unit)
+    text=re.sub(r'<[^>]+>',lambda m:protect(m[0]),text)
+    for url in sorted(text_urls(text),key=len,reverse=True):
+        text=text.replace(url,protect(url))
+    result,is_goal=_goal_text(text)
+    for key,value in literals.items():result=result.replace(key,value)
+    return result,is_goal
+
+
+def _goal_text(unit: str) -> tuple[str, bool]:
     """Only bounded grammatical substitutions; unknown prose stays verbatim."""
-    if text_urls(unit) or '`' in unit:
-        # A word inside a URL/code literal must never be conjugated. Preserve
-        # technical excerpts exactly rather than changing their references.
-        return unit.strip(), False
     text = re.sub(r'^\s*(?:\d+[.)]|[-+*])\s+', '', unit.strip())
     for original, replacement in GOAL_NOUNS:
         if re.match(re.escape(original) + r'\b', text, re.I):
diff --git a/tools/answer_evaluation/render_answer.py b/tools/answer_evaluation/render_answer.py
index e2dc034..c4c34da 100644
--- a/tools/answer_evaluation/render_answer.py
+++ b/tools/answer_evaluation/render_answer.py
@@ -19,7 +19,9 @@ def render_graph_answer(answer: dict, context: dict) -> dict:
                         for person in row['people'])})
             if values:
                 shared_fields.add(field)
-                prefix='Spoločné ' if context.get('complete') is True and not context.get('truncated') else 'Doložené spoločné '
+                full=context.get('complete') is True and not context.get('truncated')
+                prefix=(('Spoloční ' if full else 'Doložení spoloční ') if field=='document_author' else
+                        ('Spoločné ' if full else 'Doložené spoločné '))
                 lines.append(prefix+label+': '+', '.join('**'+v+'**' for v in values)+'.')
                 for row in context.get('shared_properties',[]):
                     if row['field']==field and row['value'] in values:
diff --git a/tools/answer_evaluation/verified_rag.py b/tools/answer_evaluation/verified_rag.py
index b945307..8ea7a8c 100644
--- a/tools/answer_evaluation/verified_rag.py
+++ b/tools/answer_evaluation/verified_rag.py
@@ -8,7 +8,6 @@ from typing import Literal
 
 from pydantic import BaseModel, ConfigDict, Field
 
-from .answer_format import Claim
 from .context_policy import answer_context_issues, citation_check, allowed_urls, normalized, text_urls
 from .rag_evidence import descriptive_text, rag_evidence_context, quote_sections, quote_matches_passage
 from .answer_coverage import answer_coverage, coverage_notices
@@ -19,7 +18,16 @@ from .evidence_selection import (resolve_selection, EvidenceSelectionError,
                                 missing_required_evidence, overview_units)
 
 
-class RagClaim(Claim):
+class RagClaim(BaseModel):
+    # RAG facts carry source_id, not the graph's record_id/work_label fields.
+    model_config = ConfigDict(extra='forbid', strict=True)
+    person: str
+    title: str | None = None
+    year: int | None = None
+    start_year: int | None = None
+    keyword: str | None = None
+    category: str | None = None
+    document_author: str | None = None
     work_type: Literal['bachelor_thesis', 'diploma_thesis', 'doctoral_thesis',
         'bachelor_project', 'diploma_project', 'team_project', 'research_project'] | None = None
 
@@ -503,6 +511,9 @@ def generate_verified_rag(question: str, payload: dict, complete) -> dict:
             sent['content_passages'] = context['content_passages']
     elif not context['requirements']['academic']:
         sent['context'] = payload.get('context', '')
+    elif context['requirements']['response_mode']=='claims':
+        sent['sources']=[{key:source[key] for key in ['source_id','source_url','title','document_path'] if key in source}
+                         for source in context['sources']]
     if context['requirements']['response_mode'] == 'quotes':
         sent.pop('facts')
     if 'content_candidates' in context:
@@ -528,6 +539,12 @@ def generate_verified_rag(question: str, payload: dict, complete) -> dict:
                     'Aplikácia konkrétne pomenuje chýbajúce informácie. no_answer tu nesmie odmietnuť '
                     'aj dostupnú časť. Plánovaný experiment alebo vyhodnotenie označené phase=planned '
                     'odpovedá na otázku, čo mali pripraviť; nie je to dosiahnutý výsledok.')
+    elif context['requirements']['response_mode']=='claims':
+        selection_policy=('\nPre tento dotaz je response_mode=claims: vyber požadované údaje z facts. '
+            'Každý claim MUSÍ mať citáciu v source_urls: použi source_url príslušného faktu alebo zdroja. '
+            'source_urls pri kladnej odpovedi nesmie byť prázdne. evidence_quotes=[] a evidence_ids=[]. '
+            'source_id ako S1 je len označenie podkladu; nevkladaj ho do claims. '
+            'Polia record_id a work_label patria iba grafovému nástroju, tu sa nepoužívajú.')
     messages = [{'role': 'system', 'content': PROMPT + selection_policy + '\nSchéma: ' + json.dumps(RagAnswer.model_json_schema(), ensure_ascii=False)},
                 {'role': 'user', 'content': json.dumps({'question': question, 'context': sent}, ensure_ascii=False)}]
     attempts = []
@@ -577,7 +594,10 @@ def generate_verified_rag(question: str, payload: dict, complete) -> dict:
                     if context['requirements'].get('content') else '')
                  + (' Použi evidence_ids z content_candidates a evidence_quotes=[]. Vyber všetky required=true; '
                     'doslovné texty aj ich citácie dosadí aplikácia. Pri response_mode=quotes musí byť claims=[].'
-                    if 'content_candidates' in context else '')}]
+                    if 'content_candidates' in context else '')
+                 + (' Ku každému claimu uveď vo source_urls jeho skutočnú wiki URL zo sources/facts. '
+                    'Prázdne source_urls ani source_id=S1 nie sú citácia. Do claims nepridávaj record_id ani work_label.'
+                    if context['requirements']['response_mode']=='claims' else '')}]
     return {'status': 'error', 'reason': 'answer_rejected', 'accepted_for_delivery': False,
             'answer': 'Odpoveď neprešla kontrolou podkladov; neoverené údaje sa nezobrazia.',
             'attempts': attempts, 'index_version': context['index_version']}