From 23b97401c9d95c7ea6cee154c5b105fb448aa822 Mon Sep 17 00:00:00 2001
From: jp170na <jan.ptak@student.tuke.sk>
Date: Wed, 4 Nov 2026 03:53:14 +0100
Subject: [PATCH] =?UTF-8?q?Stru=C4=8Dnej=C5=A1ie=20v=C3=BDstupy=20n=C3=A1s?=
 =?UTF-8?q?trojov?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 README.md                                |  11 +++++-
 packages/claude/client.py                |  14 +++++++
 packages/claude/dist/packages.json       |   4 +-
 packages/claude/dist/zpwiki-graphrag.zip | Bin 7424 -> 7672 bytes
 packages/claude/dist/zpwiki-rag.zip      | Bin 7553 -> 7748 bytes
 packages/claude/graphrag/SKILL.md        |  11 +++---
 packages/claude/mcp_server.py            |  15 ++++----
 packages/claude/rag/SKILL.md             |  13 +++----
 scripts/build_claude_packages.py         |   2 +-
 test/test_claude_packages.py             |  45 +++++++++++++++++++++++
 10 files changed, 91 insertions(+), 24 deletions(-)

diff --git a/README.md b/README.md
index 3c628c3..a1c776d 100644
--- a/README.md
+++ b/README.md
@@ -1160,7 +1160,16 @@ 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 1.5.0) a over správanie v novom chate.
+novými ZIPmi z `packages/claude/dist/` (verzia 1.5.1) a over správanie v novom chate.
+
+Predvolený výstup Claude nástrojov obsahuje overenú odpoveď, citácie, identitu
+otázky/nástroja, stav doručenia a verziu dát. Technické údaje o výbere kandidátov,
+orezaní retrievalu, `answer_coverage`, jednotlivé claims a pomocné počty sa do
+prezentačného výsledku nekopírujú. Plný validovaný kontrakt zostáva v `/answer`
+a internom klientovi; diagnostika je dostupná cez `--mode retrieve` a `--health`.
+Samotný text odpovede sa nemení: konkrétne chýbajúce údaje aj upozornenia pri
+skutočne skrátenom výpise zostávajú zachované. Neprítomnosť technických polí
+neznamená úplnosť vyhľadania.
 
 ### Nahratie Skills do webového Claude
 
diff --git a/packages/claude/client.py b/packages/claude/client.py
index 748af74..1f6984a 100644
--- a/packages/claude/client.py
+++ b/packages/claude/client.py
@@ -231,6 +231,18 @@ def backend_health(config=None):
         return {**error_result(str(exc)), 'ready': False}
 
 
+def answer_for_presentation(result: dict) -> dict:
+    """Keep approved prose/caveats intact; retrieval telemetry is not answer prose.
+
+    Called after query_backend validates the complete backend contract. Full
+    metadata remains available there, in /answer and in diagnostic retrieval.
+    Never change an incomplete result into a claim of completeness.
+    """
+    fields = {'status', 'reason', 'query', 'engine', 'output_kind',
+              'accepted_for_delivery', 'answer', 'source_urls', 'index_version'}
+    return {key: value for key, value in result.items() if key in fields}
+
+
 def main(engine=None):
     parser = argparse.ArgumentParser(description=__doc__)
     parser.add_argument('query', nargs='?')
@@ -242,6 +254,8 @@ def main(engine=None):
     args = parser.parse_args()
     result = backend_health() if args.health else query_backend(args.query, engine or args.engine,
                                                                mode=args.mode, limit=args.limit)
+    if not args.health and args.mode == 'answer':
+        result = answer_for_presentation(result)
     print(json.dumps(result, ensure_ascii=False, separators=(',', ':')))
     return 1 if result.get('status') == 'error' else 0
 
diff --git a/packages/claude/dist/packages.json b/packages/claude/dist/packages.json
index e5fdc26..bcca32c 100644
--- a/packages/claude/dist/packages.json
+++ b/packages/claude/dist/packages.json
@@ -3,12 +3,12 @@
     {
       "archive": "zpwiki-rag.zip",
       "name": "rag",
-      "sha256": "8e5ab92284ee6f53d10e468cb4edee6cfd354ae869583673cbb6aea8ea9ca437"
+      "sha256": "f439237795a770473bf5efd0760667f9ef75fa4882086133996d4a928a9d0252"
     },
     {
       "archive": "zpwiki-graphrag.zip",
       "name": "graphrag",
-      "sha256": "99a9ea36b439d6b14edc35c2d4d0c1c2cf97139f78e8fd73b8ce2347d82b1092"
+      "sha256": "cd748dc0035bf932a72f6d178f986b18609728a3478fdf9a49ab6247a37a431d"
     }
   ],
   "schema_version": 1
diff --git a/packages/claude/dist/zpwiki-graphrag.zip b/packages/claude/dist/zpwiki-graphrag.zip
index 63dd60f35a1063ccc34f9373827884114efdbffc..609eafb093a1acc476fddffed50cb5576b4a4649 100644
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diff --git a/packages/claude/graphrag/SKILL.md b/packages/claude/graphrag/SKILL.md
index c0d9457..c6f8574 100644
--- a/packages/claude/graphrag/SKILL.md
+++ b/packages/claude/graphrag/SKILL.md
@@ -34,15 +34,16 @@ keep all conditions belonging to each question together.
 4. For `status=error` or a rejected answer, report unavailability without showing rejected
    text. For `ambiguous`, ask for clarification. For `no_answer`, say no supporting
    relationship was found; do not substitute unrelated people or global results.
-5. Respect `complete`, `truncated`, `truncation_reasons` and `index_version`.
-   An incomplete or unknown-completeness listing is not exhaustive. An exact total is
-   permitted only when the aggregation itself is complete. Do not merge index versions.
+5. The default verified-answer result contains presentation fields, not retrieval telemetry.
+   Preserve every specific limitation or missing-information notice already in `answer`.
+   Do not append commentary about backend checks, coverage labels or retrieval limits.
+   Absence of technical metadata never establishes an exhaustive list, uniqueness or a total.
+   Use only the checked totals already stated in `answer`. Do not merge `index_version` values.
 
 Presentation boundaries:
 - Use the current tool response for the current question. Do not append facts, records
   or explanations from previous chat answers.
-- `complete` describes retrieval coverage, not universal truth or the existence of a person.
-  An incomplete listing can contain supported facts but cannot establish uniqueness or the
+- An incomplete listing can contain supported facts but cannot establish uniqueness or the
   absence of other records. Preserve its caveat without dismissing it using earlier answers.
 - `document_author` identifies the source document's author. Do not infer thesis authorship,
   supervision, or a maintainer role from that metadata.
diff --git a/packages/claude/mcp_server.py b/packages/claude/mcp_server.py
index 33df4fd..d5a1006 100644
--- a/packages/claude/mcp_server.py
+++ b/packages/claude/mcp_server.py
@@ -11,7 +11,7 @@ from pathlib import Path
 from urllib.parse import urlsplit
 
 sys.path.insert(0, str(Path(__file__).resolve().parent))
-from client import Config, backend_health, query_backend
+from client import Config, backend_health, query_backend, answer_for_presentation
 from mcp.server.fastmcp import FastMCP
 from mcp.server.transport_security import TransportSecuritySettings
 from mcp.types import CallToolResult, TextContent, ToolAnnotations
@@ -38,11 +38,10 @@ ANSWER_PRESENTATION_POLICY = (
     'Do not add factual claims, guesses or commentary from earlier chat answers. '
     'document_author means author of the source document; it does not establish thesis authorship, '
     'supervision or a maintainer role. Do not guess those roles. '
-    'complete and truncated describe retrieval coverage, not the truth of each returned fact. '
-    'For RAG, answer_coverage separately describes the delivered answer scope. supported means '
-    'evidence-backed, not exhaustive. Do not append a generic incompleteness warning merely '
-    'because retrieval selected top candidates/results. Preserve the specific notices already '
-    'included in answer for limited lists or clipped source text. '
+    'The answer already includes the specific missing-information and completeness notices checked by the backend. '
+    'Do not append a paragraph about backend validation, partial coverage, candidate/result limits or retrieval diagnostics. '
+    'Do not infer that results are exhaustive from the absence of technical metadata. '
+    'Preserve every specific notice already included in answer for limited lists or clipped source text. '
     'An incomplete listing can contain supported facts, but cannot establish uniqueness or absence '
     'of other records. Retain its caveat; do not dismiss it using earlier answers. '
     'For no_answer, return only the supplied absence-of-evidence answer and any supplied citations. '
@@ -66,7 +65,7 @@ async def zpwiki_rag(query: str, limit: int = 5) -> CallToolResult:
 
     Present the accepted answer with its citations; add no guesses or history commentary.
     """
-    return tool_result(await asyncio.to_thread(query_backend, query, 'rag', limit=limit))
+    return tool_result(answer_for_presentation(await asyncio.to_thread(query_backend, query, 'rag', limit=limit)))
 
 
 async def zpwiki_graphrag(query: str, limit: int = 5) -> CallToolResult:
@@ -74,7 +73,7 @@ async def zpwiki_graphrag(query: str, limit: int = 5) -> CallToolResult:
 
     Present the accepted answer with its citations; no_answer means no supporting evidence.
     """
-    return tool_result(await asyncio.to_thread(query_backend, query, 'graphrag', limit=limit))
+    return tool_result(answer_for_presentation(await asyncio.to_thread(query_backend, query, 'graphrag', limit=limit)))
 
 
 async def zpwiki_health() -> CallToolResult:
diff --git a/packages/claude/rag/SKILL.md b/packages/claude/rag/SKILL.md
index 650c9bf..5f46e1a 100644
--- a/packages/claude/rag/SKILL.md
+++ b/packages/claude/rag/SKILL.md
@@ -36,13 +36,12 @@ keep all conditions belonging to each question together.
 4. For `status=error` or rejected delivery, explain that verified output is unavailable;
    never reproduce rejected text or invent a replacement. For `ambiguous`, ask the user
    to clarify. For `no_answer`, report the absence of evidence without claiming the fact is false.
-5. Respect `complete`, `truncated`, `truncation_reasons` and `index_version`.
-   These describe retrieval, not whether the selected answer is supported. `answer_coverage`
-   separately describes the answer scope: `supported` means evidence-backed, never exhaustive.
-   Present the backend's specific notices unchanged. Do not append a generic incompleteness
-   warning to a supported fact or short description just because retrieval selected top results.
-   Never describe an incomplete or unknown-completeness result as an exhaustive list.
-   Do not combine different index versions as if they represented one snapshot.
+5. The default verified-answer result contains presentation fields, not retrieval telemetry.
+   Missing aspects and actual limitations are already stated specifically in `answer`.
+   Preserve those notices unchanged. Do not append commentary about backend checks,
+   `partial`, candidate/result limits, excerpt limits or general incompleteness.
+   Absence of technical metadata never establishes an exhaustive list or uniqueness.
+   Do not combine different `index_version` values as if they represented one snapshot.
 
 Presentation boundaries:
 - Use the current tool response for the current question. Do not append factual material
diff --git a/scripts/build_claude_packages.py b/scripts/build_claude_packages.py
index 9a0042a..1ce0a96 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 = '1.5.0'
+PACKAGE_VERSION = '1.5.1'
 
 
 def json_bytes(value):
diff --git a/test/test_claude_packages.py b/test/test_claude_packages.py
index 2114a87..c5ab605 100644
--- a/test/test_claude_packages.py
+++ b/test/test_claude_packages.py
@@ -141,6 +141,37 @@ def test_answer_coverage_is_forwarded_without_overwriting_retrieval_limits(backe
     assert 'presentation_instructions' not in result
 
 
+@pytest.mark.parametrize('engine', ['rag', 'graphrag'])
+@pytest.mark.parametrize('text', [
+    'V podkladoch chýbajú údaje o riešených problémoch.',
+    'Doložené ciele práce. Časť podkladov k zadaniu bola skrátená; uvedené body nemusia tvoriť celé zadanie.',
+    'Doložené práce. Výpis je neúplný. Výpis môžeš zúžiť uvedením osoby alebo roku.',
+])
+def test_presentation_preserves_specific_caveats_without_retrieval_telemetry(backend, engine, text):
+    backend['checked'].update(answer=text, answer_coverage={
+        'scope':'fact', 'status':'partial', 'warnings':['partial_requested_aspects'],
+        'limitations':['candidate_limit','result_limit','per_document_limit']})
+    raw=client.query_backend('Práca?',engine)
+    original=copy.deepcopy(raw)
+    shown=client.answer_for_presentation(raw)
+    assert shown['answer']==text and shown['source_urls']==raw['source_urls']
+    assert shown['query']==raw['query'] and shown['engine']==engine
+    assert shown['index_version']==raw['index_version'] and shown['accepted_for_delivery'] is True
+    hidden={'complete','truncated','truncation_reasons','answer_coverage','claims','count'}
+    assert not hidden.intersection(shown)
+    assert not any(token in json.dumps(shown) for token in ['candidate_limit','per_document_limit','partial_requested_aspects'])
+    # The full API/client contract still reports the actual incomplete retrieval.
+    assert raw==original and raw['complete'] is False and raw['truncated'] is True
+    assert raw['answer_coverage']['status']=='partial'
+
+
+def test_presentation_cannot_turn_a_rejected_response_into_an_approved_answer(backend):
+    backend['checked'].update(status='error', answer='PRIVATE REJECTED ANSWER')
+    shown=client.answer_for_presentation(client.query_backend('Práca?','rag'))
+    assert shown['status']=='error' and shown['accepted_for_delivery'] is False
+    assert 'PRIVATE' not in json.dumps(shown)
+
+
 @pytest.mark.parametrize('coverage', [None, [], {'status': 'complete'},
     {'scope': 'fact', 'status': 'supported', 'warnings': 'none', 'limitations': []},
     {'scope': [], 'status': 'supported', 'warnings': [], 'limitations': []},
@@ -244,6 +275,13 @@ def test_zip_is_reproducible_and_runs_without_repository(tmp_path, backend, engi
     assert result.returncode == 0, result.stderr
     assert json.loads(result.stdout)['answer'] == backend['checked']['answer']
     assert 'presentation_instructions' not in json.loads(result.stdout)
+    assert not {'complete','truncated','truncation_reasons','answer_coverage','claims'}.intersection(json.loads(result.stdout))
+    diagnostic=subprocess.run([*command,'--mode','retrieve'],cwd=folder,env=environment,
+                              capture_output=True,text=True,timeout=15)
+    assert diagnostic.returncode==0,diagnostic.stderr
+    raw=json.loads(diagnostic.stdout)
+    assert raw['output_kind']=='retrieval_context' and raw['requires_final_answer_verification'] is True
+    assert raw['complete'] is False and raw['truncated'] is True
 
 
 def test_committed_archives_match_current_sources(tmp_path):
@@ -259,6 +297,8 @@ def test_mcp_stdio_initialization_discovery_call_and_rejection(backend):
     from mcp import ClientSession, StdioServerParameters
     from mcp.client.stdio import stdio_client
     from packages.claude.mcp_server import ANSWER_PRESENTATION_POLICY
+    backend['checked']['answer_coverage']={'scope':'fact','status':'partial',
+        'warnings':['partial_requested_aspects'],'limitations':['candidate_limit','per_document_limit']}
 
     async def run():
         params = StdioServerParameters(command=sys.executable,
@@ -275,7 +315,12 @@ def test_mcp_stdio_initialization_discovery_call_and_rejection(backend):
                     result = await session.call_tool('zpwiki_' + engine, {'query': 'Práca Evy Novej?'})
                     assert not result.isError
                     assert result.structuredContent['answer'] == backend['checked']['answer']
+                    assert not {'complete','truncated','truncation_reasons','answer_coverage','claims'}.intersection(result.structuredContent)
                     assert 'presentation_instructions' not in result.structuredContent
+                    assert all(json.loads(block.text)==result.structuredContent
+                               for block in result.content if block.type=='text')
+                    assert 'candidate_limit' not in json.dumps(result.model_dump())
+                    assert 'partial_requested_aspects' not in json.dumps(result.model_dump())
                     assert all('presentation_instructions' not in json.loads(block.text)
                                for block in result.content if block.type == 'text')
                 rejected = await session.call_tool('zpwiki_rag', {'query': ''})