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brain-of-reese/tests/unit/test_prompts.py
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phase: 137_pdf_image_context
All verification complete — everything is 100% green. Final report:

**Phase 137 final verification pass — all tasks already complete, all criteria verified**

- **Full suite:** `uv run pytest --cov=app --cov-report=term-missing` → 3272 passed, exit 0; `app/` coverage **99%** (>90% ✓)
- **Phase E2E in isolation:** `uv run pytest tests/e2e/test_pdf_image_context.py -v --no-cov` → **4 passed** (forward context, display line, standalone parity, both-blocks markdown case)
- **Pre-existing suites in isolation:** `test_pdf_support.py` + `test_image_anchor_context.py` + `test_image_documents.py` → **14 passed**; ripple-edited `test_garbage_pdf.py` → **3 passed**
- **Lint/types:** `uv run ruff check .` → all passed; `uv run pyright` → 0 errors

**Completion criteria:** (1) forward-path context in vision msg + stored `image_context`/summary — ✓ (unit builder/seam + integration fake-LLM + E2E); (2) both blocks document-first + standalone describe byte-identical — ✓ (combiner + standalone pins); (3) backfill with context + zero-vision idempotent re-sync + parent-gone origin-only — ✓ (6 integration tests); (4) suggestion block leads with `From <source>/<pdf> (page N)` — ✓ (renderer units + E2E); (5) all gates green — ✓ above; (6) no behavior change in phases 122/125/126 + sync `detail` shape untouched — ✓ (verified in code: new counter is log-only); (7) ruff+pyright — ✓; (8) commit — left to the harness per pipeline rules (working tree untouched by me).

**Documentation:** README.md audited in full — the new phase-137 bullet verified against code (6 000-char cap, log-only `image_context_backfilled=N`, `<document>`-body locator placement), all env tables/defaults cross-checked vs `app/config.py` and `.env.example` — consistent, no changes needed. AGENTS.md: every rule/command verified — consistent, no changes needed.

**Notable deviations (pre-existing, documented in task-05 report, forced by design):** `test_pdf_support.py`/`test_garbage_pdf.py` got minimal ripple edits (the "UNEDITED" pin was unsatisfiable once describe calls carry context by design); the unit `test_image_anchor_context.py` CONTEXT_PREFIX pin generalized per ASSUMPTION A5; one extra mock line (`_seed_context_line` accepts `From …`).

**Next pending phase:** none — `todo/` holds only this phase.
2026-09-29 02:14:46 -04:00

1642 lines
74 KiB
Python

"""Unit: locked persona prompt builder (PLAN §6 verbatim + both modes).
Also covers the phase-31 ``<knowledge_base>`` section (the stored,
lite-generated KB outline): its own builder contract (empty → ``""``,
char budget + ``[…truncated…]`` marker, pathological budgets), its
placement between ``<relevance>`` and ``<tuning>`` in both modes, and
the byte-identical-when-absent convention (phase 15 precedent).
And the phase-71 deflection plain-text line (owner-permitted
2026-09-03): the LOW prompt = pre-phase text + exactly the one new
line; the ``DEFLECT_MODE`` marker-keying contract is unchanged and
the line never leaks into the HIGH prompt.
And the ``<tools>`` copy (phase 72: the document-identity contract
stated up front — the combined ``source/path`` identity for
``read``/``grep``; phase 94, task 03: the ``ls`` clause rewritten to
the drill-down tree contract — one level per call, sources at the
top, folders + files below, ``grep`` as the without-listing locator —
while the ``read``/``grep`` clauses and the discipline rules are
byte-identical; phase 118, task 04: the ``read`` clause rewritten
for the summary-seed mode — the ``<documents>`` section holds
SUMMARIES, ``read`` adds the full text, and only an already-read
document is refused — while the ``ls``/``grep`` clauses and the
discipline rules stay byte-identical): the teaching refusals in
:mod:`app.rag.agent` re-state the same contract; the ``<tools>``
marker keying (HIGH only) is unchanged.
And the phase-119 cite discipline (task 04, LOCKED A5): the intro's
final sentence ("cite the document(s) you used, by path", phase 118)
is REPLACED — the HIGH prompt carries the discipline sentence exactly
once, inside ``<documents>`` after the intro's start-here framing;
the LOW prompt and ``PERSONA`` / ``TOOLS_SECTION`` stay byte-identical
(the full sha pins live in :mod:`tests.unit.test_prompt_lock`).
"""
from __future__ import annotations
import inspect
import uuid
from datetime import UTC, datetime
import pytest
from app.config import Settings
from app.models import Document
from app.rag.prompts import (
PERSONA,
SHOW_IMAGE_CLAUSE,
SUGGEST_INTRO,
TOOLS_SECTION,
_base,
_document_body,
_extract_context_line,
build_deflect_prompt,
build_high_prompt,
build_kb_section,
build_steering_section,
)
from app.rag.retriever import TRUNCATION_MARKER
#: A small multi-line outline standing in for the lite-generated one.
OVERVIEW = "- Homelab\n - Kubernetes (k3s)\n- Deployments\n - Borg backups"
#: The locked one-line intro of the ``<knowledge_base>`` section.
KB_INTRO = "The basic categories of everything in this knowledge base (generated at import time):"
#: The fixture documents' fixed creation date (phase 106, D5) — the
#: ``<document>`` block formats its UTC date part (the detached fixture
#: rows carry it exactly as the NOT NULL DB column guarantees it for
#: real rows).
_FIXTURE_CREATED_AT = datetime(2024, 6, 15, 12, 0, 0, tzinfo=UTC)
def _doc(
path: str,
content: str,
title: str,
summary: str | None = None,
*,
is_image: bool = False,
image_context: str | None = None,
) -> Document:
return Document(
id=uuid.uuid4(),
source="Homelab",
path=path,
full_path=f"/tmp/{path}",
title=title,
content=content,
content_hash="0" * 64,
created_at=_FIXTURE_CREATED_AT,
summary=summary,
is_image=is_image,
image_path="/tmp/pic.png" if is_image else None,
image_context=image_context,
)
def test_persona_rules_present_verbatim() -> None:
# Aligned to the owner's working-tree persona edits (PLAN §6 revision,
# 2026-08-22): no "you've got this" tagline, no mandated deflection
# opening. The honesty gate itself (rule 3) is unchanged.
for fragment in (
'You are "Brain of Reese" — the digital brain of Reese, a self-hoster and',
"optimistic about the user's ability to do things",
"Answer ONLY from the provided document context. Cite which document(s)",
"you used, by path.",
"Be concrete: names, versions, ports, hosts, schedules",
'HONESTY GATE: if <relevance> is "LOW", you must NOT pretend to know',
"Offer 2-3 alternative questions about things you DO have notes on.",
"Never invent facts, hosts, or steps that are not in the context.",
"Keep answers tight: short paragraphs, bullets where helpful.",
):
assert fragment in PERSONA
def test_persona_owner_edits_are_preserved() -> None:
"""PLAN §6 revision (2026-08-22): the removed elements must stay out."""
assert 'you\'ve got this' not in PERSONA # tagline removed by the owner
assert "Start your answer with a variant of" not in PERSONA # no mandated opening
assert "HONESTY GATE" in PERSONA # the gate itself is intact
def test_high_prompt_carries_relevance_marker_and_summary_block() -> None:
"""Phase 118 (LOCKED A6): the grounded turn seeds the document's
SUMMARY — the full content never reaches the prompt (the ``read``
tool is the only full-text path)."""
doc = _doc(
"kubernetes.md",
"Talos Linux on three nodes. FULL_CONTENT_SENTINEL_987654",
"Kubernetes Homelab Cluster",
summary="A Talos Linux cluster on three nodes.",
)
prompt = build_high_prompt([doc])
assert "<relevance>HIGH</relevance>" in prompt
assert "DEFLECT_MODE" not in prompt
assert "<documents>" in prompt and "</documents>" in prompt
assert 'path="kubernetes.md"' in prompt
assert "A Talos Linux cluster on three nodes." in prompt # the summary
assert "FULL_CONTENT_SENTINEL_987654" not in prompt # never the content
assert "Talos Linux on three nodes." not in prompt # nor the full sentence
assert "HONESTY GATE" in prompt # persona intact
def test_high_prompt_lists_multiple_documents_in_order() -> None:
a = _doc("a.md", "CONTENT_A", "Title A", summary="Summary A.")
b = _doc("b.md", "CONTENT_B", "Title B", summary="Summary B.")
prompt = build_high_prompt([a, b])
assert prompt.index("Summary A.") < prompt.index("Summary B.")
assert 'title="Title B"' in prompt
assert "CONTENT_A" not in prompt and "CONTENT_B" not in prompt
def test_high_prompt_seeds_summaries_of_all_suggested_docs() -> None:
"""The phase-118 completion pin: a grounded prompt built from five
summary-bearing documents contains ALL FIVE summaries + the intro,
and ZERO full-content characters (the full texts are not in the
prompt at all)."""
docs = [
_doc(
f"doc{i}.md",
f"FULL_CONTENT_SENTINEL_{i} " + "x" * 100,
f"Title {i}",
summary=f"SUMMARY_{i} of the document.",
)
for i in range(5)
]
prompt = build_high_prompt(docs)
assert SUGGEST_INTRO in prompt
for i in range(5):
assert f"SUMMARY_{i} of the document.\n" in prompt
assert f"FULL_CONTENT_SENTINEL_{i}" not in prompt
assert f'path="doc{i}.md"' in prompt
# One block per document, in the given order.
assert prompt.count("<document ") == 5
positions = [prompt.index(f"SUMMARY_{i}") for i in range(5)]
assert positions == sorted(positions)
# The intro leads the section: <documents> → intro → first block.
i_open = prompt.index("<documents>")
i_block = prompt.index("<document ")
assert prompt[i_open:i_block] == f"<documents>\n{SUGGEST_INTRO}\n\n"
def test_high_prompt_without_documents_stays_honest() -> None:
prompt = build_high_prompt([])
assert "<documents>" in prompt
assert "do not invent specifics" in prompt
def test_low_prompt_has_deflect_mode_and_titles_only() -> None:
titles = ["Kubernetes Homelab Cluster", "Backup Strategy"]
prompt = build_deflect_prompt(titles)
assert "<relevance>LOW</relevance>" in prompt
assert "DEFLECT_MODE" in prompt # marker the E2E mock keys on
assert "- Kubernetes Homelab Cluster" in prompt
assert "- Backup Strategy" in prompt
def test_low_prompt_never_contains_document_content() -> None:
secret = "SECRET_DOCUMENT_CONTENT_12345"
prompt = build_deflect_prompt(["Some Title"])
assert secret not in prompt
assert "<documents>" not in prompt
assert "HONESTY GATE" in prompt # the LOW rule is what the model must follow
def test_low_prompt_with_no_titles() -> None:
assert "nothing close at all" in build_deflect_prompt([])
def test_zero_note_prompt_is_byte_identical_to_pre_steering() -> None:
"""Phase 15 contract: with no steering notes the prompt is exactly what
it was before the <tuning> section existed. (Phase 37: the HIGH prompt
additionally carries the ``<tools>`` section after the mode body — the
fixtures account for it; phase 118: the ``<documents>`` section leads
with the ``SUGGEST_INTRO`` line — the fixture accounts for it; the
LOW prompt is untouched.)"""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
block = (
'<document source="Homelab" path="kubernetes.md" '
'title="Kubernetes Homelab Cluster" date="2024-06-15">\n'
"Talos Linux on three nodes.\n"
"</document>"
)
assert build_high_prompt([doc]) == (
_base("HIGH")
+ "\n<documents>\n"
+ SUGGEST_INTRO
+ "\n\n"
+ block
+ "\n</documents>"
+ "\n"
+ TOOLS_SECTION
)
# Phase 71: the LOW prompt carries the owner-permitted plain-text
# line after the DEFLECT_MODE sentence (the marker-keying contract
# is unchanged — the E2E mock keys on the marker's presence).
assert build_deflect_prompt(["T1", "T2"]) == (
_base("LOW")
+ "\nDEFLECT_MODE: retrieval was weak — the titles below are the closest "
"your notes come to the question. They are titles only; do not pretend "
"they answer it. Use them to propose 2-3 alternative questions.\n"
"Reply in plain text only — you have no tools in this mode.\n"
+ "- T1\n- T2"
)
assert "<tuning>" not in build_high_prompt([doc])
assert "<tuning>" not in build_deflect_prompt([])
# Phase 70: the rewritten <tools> copy stays out of the LOW path —
# the byte-identical equality above already proves it; this names
# the contract (no <tools>, no new copy) on both empty/non-empty LOW
# builds.
for low in (build_deflect_prompt(["T1"]), build_deflect_prompt([])):
assert "<tools>" not in low
assert TOOLS_SECTION not in low
# ---------- <tools> section copy (phase 70: ls / read / grep) ----------
def test_tools_section_markers_and_new_tool_names() -> None:
"""Phase 70: the section keeps the ``<tools>``/``</tools>`` markers
the E2E mock keys on and teaches the harness-aligned tool names
(backticked, exactly as the ``AGENT_TOOLS`` schemas name them)."""
assert TOOLS_SECTION.startswith("<tools>\n")
assert TOOLS_SECTION.rstrip().endswith("</tools>")
for tool in ("`ls`", "`grep`", "`read`"):
assert tool in TOOLS_SECTION
def test_tools_section_teaches_the_harness_shapes() -> None:
"""Copy pins: ``ls``'s phase-63 catalog-line format, ``grep``'s
case-insensitive exact-string locator contract (up to 20
``source/path:line: text`` lines, a locator not a context-adder),
and ``read``'s combined ``source/path`` + full content. (Phase 72:
the source-name scope clause and the combined-identity clause are
pinned byte-for-byte in
:func:`test_tools_section_phase72_contract_clauses`.)"""
assert "source: X | path: Y | title: Z" in TOOLS_SECTION
assert "case-insensitive" in TOOLS_SECTION
assert "up to 20" in TOOLS_SECTION
assert "source/path:line: text" in TOOLS_SECTION
assert "locator, not a context-adder" in TOOLS_SECTION
assert "combined `source/path`" in TOOLS_SECTION
assert "full content" in TOOLS_SECTION
assert "Answer as soon as you have what you need" in TOOLS_SECTION
def test_tools_section_phase72_contract_clauses() -> None:
"""Phase 72 + phase 94: the contract clauses the teaching refusals
re-state after the fact, pinned byte-for-byte in the constant —
the ``ls`` clause (phase 94: the drill-down tree contract — one
level per call, sources at the top, folders + files below, never
the whole KB in one call, ``grep`` as the without-listing locator)
and the ``read``/``grep`` combined-identity clause (the combined
``source/path`` string exactly as shown in the ``ls`` output,
*including the source name*; a bare document path will not
resolve)."""
# The ls drill-down clauses (phase 94, task 03).
assert "one level at a time" in TOOLS_SECTION
assert "lists every synced source with its document count" in TOOLS_SECTION
assert "that source's top-level folders and files" in TOOLS_SECTION
assert "never the whole knowledge base in one call" in TOOLS_SECTION
assert "to find one specific document without listing, use `grep`" in TOOLS_SECTION
# The read combined-identity clause (byte-identical across phases).
assert (
"combined `source/path` string, exactly as shown in the `ls` "
"output — including the source name"
) in TOOLS_SECTION
# The bare-path note: read clause AND grep clause (exactly twice).
assert TOOLS_SECTION.count(
"a bare document path (without the source name) will not resolve"
) == 2
# The pre-phase-70 scope wording is gone — replaced by the
# explicit source-name contract (and the phase-72 source-name-only
# clause by the phase-94 drill-down contract).
assert "pass a source name as `path`" not in TOOLS_SECTION
assert "not a directory or file path" not in TOOLS_SECTION
def test_tools_section_phase95_read_truncation_clause() -> None:
"""Phase 95 (task 01): the ``read`` teaching gains exactly one line —
very large documents are capped, a cut read returns the first part
plus the TRUNCATED notice (the document did not end where it
stopped), and ``grep`` is the follow-up (it searches the whole
document). The ``ls``/``grep`` teaching is untouched (phase 94 owns
``ls``) — the clause is pinned byte-for-byte in the constant."""
assert (
"Very large documents are capped: a cut read returns the first "
"part plus a TRUNCATED notice — the document did not end where "
"it stopped; use `grep` (pattern) to find the rest, it searches "
"the whole document."
) in TOOLS_SECTION
# It rides the HIGH prompt and never the LOW (deflected) prompt.
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes")
assert "Very large documents are capped" in build_high_prompt([doc])
def test_tools_section_phase118_summary_seed_read_clause() -> None:
"""Phase 118 (task 04, A6): the ``read`` clause is rewritten for
the summary-seed mode — the ``<documents>`` section holds
SUMMARIES (a suggested document's full text is not in the prompt
until ``read`` adds it); do not re-read an already-read document
(answer from the text already in the prompt); if the user asks to
open or read a suggested document, ``read`` it. The phase-72 "do
not call ``read`` for a ``<documents>`` document" copy is retired.
The ``ls`` clause (phase 94 drill-down contract), the ``grep``
clause, and the discipline rules stay byte-identical — the
prompt lock's prefix/suffix anchors survive (see
``test_prompt_lock``)."""
# The new summary-seed copy (pinned byte-for-byte).
assert (
"The <documents> section holds SUMMARIES — the full text of a "
"suggested document is not in your prompt until you `read` it. "
"Do not re-read a document you have already read — its full "
"text is already in your prompt; answer directly from it. If "
"the user asks you to open or read a suggested document, "
"`read` it — that is the point of the section."
) in TOOLS_SECTION
# The read identity handoff now also names the <documents> summary
# blocks (the combined identity is shown there), keeping the
# "including the source name" contract.
assert (
"exactly as shown in the `ls` output — including the source "
"name — or in the <documents> summary blocks — adding its "
"full content to your context"
) in TOOLS_SECTION
# The retired pre-phase-118 copy is gone.
assert "Do not call `read` for a document already shown in" not in TOOLS_SECTION
assert "even when the user asks you to open or read it" not in TOOLS_SECTION
# The ls clause (phase 94 drill-down contract) — byte-identical.
assert (
"`ls` lists the knowledge base as a tree, one level at a "
"time: with no `path` it lists every synced source with its "
"document count and a summary of its contents; with a source "
"name (e.g. 'homelab') it lists that source's top-level "
"folders and files; with a `source/folder` path it drills one "
"level deeper. A listing shows only that level's subfolders "
"and its own files — never the whole knowledge base in one "
"call — and each folder line's summary says what the folder "
"contains before you drill into it. File lines are `source: X "
"| path: Y | title: Z`; to find one specific document without "
"listing, use `grep`."
) in TOOLS_SECTION
# The grep clause — byte-identical.
assert (
"`grep` locates an exact string (case-insensitive) in the "
"indexed documents and returns up to 20 matching "
"`source/path:line: text` lines — a locator, not a "
"context-adder: read the winner with `read`. A grep pattern "
"is a plain substring, NEVER a regex — '.*' and '\\.' are "
"literal text there; if such a pattern returns no matches, "
"retry with the plain text you expect to see. For a normal "
"search pass only `pattern` — its optional `path` argument "
"limits the search to one document you already know, by the "
"same combined `source/path` string; never a source name — a "
"bare document path (without the source name) will not "
"resolve there either."
) in TOOLS_SECTION
# The discipline rules — byte-identical.
assert (
"Make exactly one tool call per reply — a reply carrying two "
"tool calls runs only the first, the second is discarded — "
"and wait for the result before the next call. Never repeat a "
"call that was refused or already succeeded — the refusal "
"already told you the correct form. Answer as soon as you "
"have what you need."
) in TOOLS_SECTION
# The new read clause rides the built HIGH prompt and never the
# LOW (deflected) prompt.
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes", summary="K8S")
high = build_high_prompt([doc])
assert "The <documents> section holds SUMMARIES" in high
assert "`read` it — that is the point of the section." in high
low = build_deflect_prompt(["T1"])
assert "The <documents> section holds SUMMARIES" not in low
def test_tools_section_phase72_clauses_in_high_prompt_not_low() -> None:
"""Phase 72/94: the contract clauses ride the HIGH prompt with the
rest of the section and never leak into the LOW/deflection prompt
(whose byte-identity is pinned in
:func:`test_zero_note_prompt_is_byte_identical_to_pre_steering`)."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
high = build_high_prompt([doc])
assert "<tools>" in high
assert "one level at a time" in high # the phase-94 ls clause
assert "including the source name" in high
for low in (build_deflect_prompt(["T1"]), build_deflect_prompt([])):
assert "<tools>" not in low
assert "one level at a time" not in low
assert "including the source name" not in low
def test_documents_section_leads_with_the_suggest_intro() -> None:
"""Phase 118, task 03: the ``<documents>`` section leads with the
start-here :data:`SUGGEST_INTRO` line BEFORE the first block (the
phase-15 ``_STEERING_INTRO`` / phase-31 ``_KB_INTRO`` precedent) —
only when at least one block is present. This is the summary-as-
starting-point framing, not the reverted phase-72 do-not-read
reminder (that copy taught the seed texts as already-read context;
with A6's summary seeding the blocks are starting points the model
may ``read`` through to full text)."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
high = build_high_prompt([doc])
i_open = high.index("<documents>")
i_block = high.index('<document source="Homelab"')
assert high[i_open : i_block] == f"<documents>\n{SUGGEST_INTRO}\n\n"
# The intro occurs exactly once and sits inside the section.
assert high.count(SUGGEST_INTRO) == 1
assert high.index(SUGGEST_INTRO) > high.index("<documents>")
assert high.index(SUGGEST_INTRO) < high.index("</documents>")
def test_documents_section_without_blocks_has_no_intro() -> None:
"""The intro rides only on present blocks: an empty ``<documents>``
section is exactly the fallback line again (no intro, no blocks)."""
high = build_high_prompt([])
assert SUGGEST_INTRO not in high
i_open = high.index("<documents>")
i_close = high.index("</documents>")
assert (
high[i_open : i_close]
== "<documents>\n(no documents matched — do not invent specifics)\n"
)
# ---------- phase 119 (D3, LOCKED A4): the suggested-folder lines ----------
def test_high_prompt_folder_lines_after_intro_before_first_block() -> None:
"""The folder lines ride the ``<documents>`` section immediately
AFTER the ``SUGGEST_INTRO`` line — each on its own line — then a
blank line, then the first ``<document>`` block. Plain lines: no
new markup/tag anywhere (the E2E mock keys off the ``<documents>``
marker and the LAST block's tail)."""
doc = _doc(
"deploy/Deployments/reeseapps/gitea/app/gitea-web.env.j2",
"FULL_CONTENT_SENTINEL_119",
"Gitea Web Env",
summary="Gitea web env file.",
)
lines = [
"Homelab/deploy/Deployments/reeseapps/gitea/: app/ (5 docs), README.md",
"Homelab/deploy/Deployments/reeseapps/: gateway/ (3 docs), gitea/ (8 docs)",
]
prompt = build_high_prompt([doc], folder_lines=lines)
i_open = prompt.index("<documents>")
i_block = prompt.index("<document ")
assert prompt[i_open:i_block] == f"<documents>\n{SUGGEST_INTRO}\n{lines[0]}\n{lines[1]}\n\n"
# Each line occurs exactly once, inside the section, before the
# first block (never after a summary — the E2E tail echo is safe).
for line in lines:
assert prompt.count(line) == 1
assert prompt.index("<documents>") < prompt.index(line) < prompt.index("<document ")
assert prompt.index(line) < prompt.index("</documents>")
# The <document> block markup AND body stay byte-identical: from the
# first block on, the prompt equals the no-folder-line build.
plain = build_high_prompt([doc])
assert prompt[prompt.index("<document ") :] == plain[plain.index("<document ") :]
# No new markup: the section still opens/closes exactly once (the
# ``<documents>`` MENTION in the TOOLS_SECTION copy is plain text —
# count the tag + newline, not the bare substring).
assert prompt.count("<documents>\n") == 1
assert prompt.count("</documents>") == 1
assert prompt.count("<document ") == 1
def test_high_prompt_single_folder_line_exact_shape() -> None:
"""One folder line: the exact slice between the section open and the
first block is ``<documents>\n`` + intro + ``\n`` + line +
``\n\n``."""
doc = _doc("a.md", "CONTENT", "Title A", summary="Summary A.")
line = "Homelab/: a.md (2 docs), b/ (1 doc)"
prompt = build_high_prompt([doc], folder_lines=[line])
i_open = prompt.index("<documents>")
i_block = prompt.index("<document ")
assert prompt[i_open:i_block] == f"<documents>\n{SUGGEST_INTRO}\n{line}\n\n"
def test_high_prompt_empty_folder_lines_byte_identical_to_phase_118() -> None:
"""LOCKED A4: empty ``folder_lines`` (the default) ⇒ the phase-118
build, byte-identical — the existing pins keep passing and this
pins the default explicitly (both an explicit ``()`` and the
omitted parameter)."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
block = (
'<document source="Homelab" path="kubernetes.md" '
'title="Kubernetes Homelab Cluster" date="2024-06-15">\n'
"Talos Linux on three nodes.\n"
"</document>"
)
expected = (
_base("HIGH")
+ "\n<documents>\n"
+ SUGGEST_INTRO
+ "\n\n"
+ block
+ "\n</documents>"
+ "\n"
+ TOOLS_SECTION
)
# An explicit empty tuple AND the omitted parameter (the default):
assert build_high_prompt([doc], folder_lines=()) == expected
assert build_high_prompt([doc]) == expected
# The LOW (deflected) prompt has no folder_lines parameter at all —
# the deflected build stays byte-identical (the phase-118 pin in
# test_zero_note_prompt_is_byte_identical_to_pre_steering stands).
def test_folder_lines_ride_only_on_present_blocks() -> None:
"""Like the intro, the folder lines ride on present blocks ONLY: an
empty ``<documents>`` section is unchanged (no lines, no blocks)."""
prompt = build_high_prompt([], folder_lines=["X/: y.md"])
assert prompt == build_high_prompt([])
assert "X/: y.md" not in prompt
# ---------- phase 119 (D4, LOCKED A5): the cite-discipline sentence ----------
#: The LOCKED A5 sentence (phase 119, task 04) — the exact replacement
#: for the retired phase-118 final sentence of :data:`SUGGEST_INTRO`
#: ("Cite the document(s) you used, by path."). Closes the live
#: confabulation: the answer's "Docs used:" line cited a file the
#: agent never read.
CITE_DISCIPLINE = (
"Cite only the document(s) you read — or, if you answered from a "
"suggested summary without reading it, cite that suggested "
"document — never a document you neither read nor used."
)
def test_high_prompt_carries_cite_discipline_exactly_once_in_documents() -> None:
"""LOCKED A5: the HIGH prompt carries the discipline sentence
EXACTLY ONCE — it IS the intro's final sentence, so it sits inside
``<documents>``, AFTER the intro's start-here framing and BEFORE
the first block (both the plain build and the folder-line build;
the sentence rides the intro line, which never moves)."""
doc = _doc(
"kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster", summary="K8S"
)
assert CITE_DISCIPLINE in SUGGEST_INTRO
assert SUGGEST_INTRO.endswith(CITE_DISCIPLINE) # it is the final sentence
for high in (build_high_prompt([doc]), build_high_prompt([doc], folder_lines=["X/: y.md"])):
assert high.count(CITE_DISCIPLINE) == 1
i_docs = high.index("<documents>")
i_sentence = high.index(CITE_DISCIPLINE)
i_block = high.index("<document ")
i_close = high.index("</documents>")
assert i_docs < i_sentence < i_close
assert i_sentence > high.index("start here if one seems right")
assert i_sentence < i_block # before the first block, never after a summary
# The retired phase-118 sentence is gone from the prompt (it is
# gone from the constant — pinned in test_prompt_lock too).
high = build_high_prompt([doc])
assert "Cite the document(s) you used, by path." not in high
# The sentence rides on present blocks ONLY: an empty ``<documents>``
# section (no intro) carries none of it.
assert CITE_DISCIPLINE not in build_high_prompt([])
def test_cite_discipline_absent_from_low_prompt() -> None:
"""LOCKED A5: the discipline sentence belongs to ``SUGGEST_INTRO``
(the HIGH path) — it never leaks into the LOW (deflected) prompt,
whose byte-identity is pinned separately (the LOW anchors in
``test_prompt_lock`` pass unchanged)."""
for prompt in (
build_deflect_prompt(["T1", "T2"]),
build_deflect_prompt(["T1"], notes=["be concise"], kb_overview=OVERVIEW),
build_deflect_prompt([]),
):
assert CITE_DISCIPLINE not in prompt
assert "Cite only the document(s) you read" not in prompt
assert "Cite the document(s) you used, by path." not in prompt
def test_tools_section_old_names_and_budget_copy_gone() -> None:
"""The phase-37/68 tool names and the phase-37 per-tool budget line
(phase 45: the round cap is the bound — the prompt does not
re-state it) are out of the copy."""
for old in ("list_documents", "read_document", "search_documents"):
assert old not in TOOLS_SECTION
assert "more than one" not in TOOLS_SECTION
assert "extra document" not in TOOLS_SECTION
def test_high_prompt_still_ends_with_tools_section() -> None:
"""Mock keying intact: the HIGH prompt still ends with the
``<tools>`` section after ``</documents>``, now in the phase-70
copy — new names in, old names out."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
prompt = build_high_prompt([doc])
assert TOOLS_SECTION in prompt
assert prompt.index("</documents>") < prompt.index("<tools>")
assert prompt.rstrip().endswith("</tools>")
for tool in ("`ls`", "`grep`", "`read`"):
assert tool in prompt
for old in ("list_documents", "read_document", "search_documents"):
assert old not in prompt
# ---------- phase 118 (task 03): the NULL-summary preview fallback (A5) ----------
def _content_only_doc(content: str) -> Document:
return _doc("kubernetes.md", content, "Kubernetes Homelab Cluster")
def test_null_summary_falls_back_to_preview_plus_marker() -> None:
"""A doc whose ``summary`` is None (a fail-soft import miss) seeds the
first ``suggestion_preview_chars`` (default 400) content characters +
the shared ``[…truncated…]`` marker on its own line — never the full
content, never an LLM call."""
content = "A" * 400 + "B" * 600 # 1000 chars
prompt = build_high_prompt([_content_only_doc(content)])
body_start = prompt.index('date="2024-06-15">\n') + len('date="2024-06-15">\n')
body_end = prompt.index("\n</document>", body_start)
assert prompt[body_start:body_end] == content[:400] + "\n" + TRUNCATION_MARKER
assert "B" * 40 not in prompt # beyond the 400-char cut
assert prompt.count(TRUNCATION_MARKER) == 1 # only the block's marker
def test_whitespace_summary_uses_the_same_preview_fallback() -> None:
for blank in ("", " ", "\n \t "):
doc = _doc("kubernetes.md", "A" * 500 + "B" * 500, "T", summary=blank)
prompt = build_high_prompt([doc])
assert "A" * 400 in prompt
assert "B" * 40 not in prompt
assert TRUNCATION_MARKER in prompt
def test_short_content_preview_is_the_whole_content_unmarked() -> None:
"""Content at or under the cap rides whole — nothing was cut, so no
marker (the marker signals truncation, not the fallback)."""
for content in ("short body", "C" * 399, "D" * 400):
prompt = build_high_prompt([_content_only_doc(content)])
assert content + "\n</document>" in prompt
assert TRUNCATION_MARKER not in prompt
def test_summary_stripped_and_never_truncated_by_the_preview_cap() -> None:
"""The summary body is the stripped ``doc.summary`` — even when it is
longer than the preview cap (the cap bounds only the FALLBACK; a
stored summary is trusted context, LOCKED A5)."""
summary = "S" * 900
content = "CONTENT_SENTINEL " + "x" * 50
prompt = build_high_prompt([_doc("kubernetes.md", content, "T", summary=f" {summary}\n")])
assert summary in prompt
assert content not in prompt
assert TRUNCATION_MARKER not in prompt
def test_preview_cap_setting_is_honored_on_the_fallback_path(
monkeypatch: pytest.MonkeyPatch,
) -> None:
"""A non-default ``suggestion_preview_chars`` (``BOR_SUGGESTION_PREVIEW_CHARS``
— the env mapping is pinned in :mod:`tests.unit.test_config`) cuts the
preview at the setting's cap on the fallback path."""
from app.rag import prompts as prompts_mod
monkeypatch.setattr(
prompts_mod,
"get_settings",
lambda: Settings(_env_file=None, suggestion_preview_chars=10), # pyright: ignore[reportCallIssue]
)
content = "A" * 100 + "B" * 100
prompt = build_high_prompt([_content_only_doc(content)])
assert "A" * 10 in prompt
assert "A" * 11 not in prompt
assert TRUNCATION_MARKER in prompt
def test_preview_fallback_never_reads_settings_for_summarized_docs(
monkeypatch: pytest.MonkeyPatch,
) -> None:
"""House pattern (``build_steering_section`` / ``build_kb_section``):
the fallback cap is read from settings on the fallback path ONLY — a
prompt built from summary-bearing docs makes no settings call for
it (a dead ``get_settings`` must not break such a build)."""
from app.rag import prompts as prompts_mod
doc = _doc("kubernetes.md", "CONTENT_SENTINEL", "T", summary="the summary")
def _dead() -> None: # pragma: no cover - must never be called
raise AssertionError("get_settings() called for a summarized doc")
monkeypatch.setattr(prompts_mod, "get_settings", _dead)
prompt = build_high_prompt([doc])
assert "the summary\n</document>" in prompt
assert "CONTENT_SENTINEL" not in prompt
# ---------- phase 118: the LOW prompt stays byte-identical ----------
def test_low_prompt_byte_identical_to_pre_task() -> None:
"""LOCKED A8 surface: the deflection prompt is untouched by the
summary seeding — byte-identical build on the same inputs (the full
sha pin lives in :mod:`tests.unit.test_prompt_lock`)."""
for titles, notes, kb in (
(["T1", "T2"], None, None),
(["T1"], ["be concise"], None),
([], None, OVERVIEW),
(["T1", "T2"], ["be concise"], OVERVIEW),
):
prompt = build_deflect_prompt(titles, notes=notes, kb_overview=kb)
assert "DEFLECT_MODE" in prompt
assert "<documents>" not in prompt
assert SUGGEST_INTRO not in prompt
assert "<tools>" not in prompt
def test_relevance_placeholder_rejected_for_garbage() -> None:
with pytest.raises(ValueError, match="HIGH or LOW"):
_base("MEDIUM")
# ---------- <knowledge_base> section (phase 31) ----------
def test_kb_section_empty_when_no_overview() -> None:
assert build_kb_section("") == ""
assert build_kb_section(" \n\t ") == ""
def test_kb_section_format_intro_and_content() -> None:
assert build_kb_section(OVERVIEW) == (
f"<knowledge_base>\n{KB_INTRO}\n{OVERVIEW}\n</knowledge_base>"
)
def test_kb_section_trims_overview_edges() -> None:
assert build_kb_section(f" {OVERVIEW} \n") == build_kb_section(OVERVIEW)
def test_kb_section_fits_budget_exactly_no_marker() -> None:
exact = f"<knowledge_base>\n{KB_INTRO}\n{OVERVIEW}\n</knowledge_base>"
section = build_kb_section(OVERVIEW, max_chars=len(exact))
assert TRUNCATION_MARKER not in section
assert section == exact
def test_kb_section_over_budget_capped_with_marker() -> None:
text = "- " + "x" * 500
# The section frame alone is 121 chars, so the cap must clear it for
# any outline prefix to fit (pathological budgets are tested below).
cap = 200
section = build_kb_section(text, max_chars=cap)
assert len(section) <= cap # the budget is never exceeded
assert TRUNCATION_MARKER in section
assert section.startswith(f"<knowledge_base>\n{KB_INTRO}\n-")
assert section.endswith(f"{TRUNCATION_MARKER}\n</knowledge_base>")
# The body is the kept prefix + the marker on its own line, and the
# kept part must be a true prefix of the outline (longest-fitting).
body = section.removeprefix(f"<knowledge_base>\n{KB_INTRO}\n").removesuffix(
"\n</knowledge_base>"
)
kept, marker = body.rsplit("\n", 1)
assert marker == TRUNCATION_MARKER
assert kept.startswith("- ")
assert text.startswith(kept), "the kept part must be a prefix of the outline"
# And it is the longest such prefix: one more char would not fit.
assert len(section) > cap - 2, "the cut must sit as close to the cap as possible"
def test_kb_section_default_budget_from_settings(monkeypatch: pytest.MonkeyPatch) -> None:
from app.rag import prompts as prompts_mod
monkeypatch.setattr(
prompts_mod, "get_settings", lambda: Settings(_env_file=None) # pyright: ignore[reportCallIssue]
)
text = "y" * 9_000 # > the 4 000-char default
section = build_kb_section(text)
assert TRUNCATION_MARKER in section
assert len(section) <= 4_000
def test_kb_section_nonpositive_budget_is_empty() -> None:
assert build_kb_section(OVERVIEW, max_chars=0) == ""
assert build_kb_section(OVERVIEW, max_chars=-10) == ""
def test_kb_section_tiny_budget_never_exceeds_cap() -> None:
# Pathological budget (steering precedent, phase 15): the section must
# never exceed the cap — bare marker when it fits, no section at all
# when even that doesn't.
assert build_kb_section("a" * 500, max_chars=10) == "" # marker (13) > 10
fits_marker = build_kb_section("a" * 500, max_chars=len(TRUNCATION_MARKER))
assert fits_marker == TRUNCATION_MARKER
# ---------- <knowledge_base> placement (both modes) ----------
def test_no_overview_prompt_is_byte_identical_to_pre_phase() -> None:
"""Phase 31 contract: with no KB overview (None, empty, or blank)
every prompt is exactly what it was before the ``<knowledge_base>``
section existed — with or without steering notes. (Phase 37: the HIGH
prompt additionally carries the ``<tools>`` section after the mode
body; phase 118: the ``<documents>`` section leads with the
``SUGGEST_INTRO`` line — the fixtures account for both; the LOW
prompt is untouched.)"""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
block = (
'<document source="Homelab" path="kubernetes.md" '
'title="Kubernetes Homelab Cluster" date="2024-06-15">\n'
"Talos Linux on three nodes.\n"
"</document>"
)
docs_block = (
"\n<documents>\n"
+ SUGGEST_INTRO
+ "\n\n"
+ block
+ "\n</documents>"
+ "\n"
+ TOOLS_SECTION
)
high_plain = _base("HIGH") + docs_block
high_steered = _base("HIGH") + "\n" + build_steering_section(["be concise"]) + docs_block
# Phase 71: the owner-permitted plain-text line is part of the
# DEFLECT_MODE body in every LOW build (with or without steering).
low_plain = (
_base("LOW")
+ "\nDEFLECT_MODE: retrieval was weak — the titles below are the closest "
"your notes come to the question. They are titles only; do not pretend "
"they answer it. Use them to propose 2-3 alternative questions.\n"
"Reply in plain text only — you have no tools in this mode.\n"
+ "- T1\n- T2"
)
low_steered = (
_base("LOW")
+ "\n"
+ build_steering_section(["be concise"])
+ "\nDEFLECT_MODE: retrieval was weak — the titles below are the closest "
"your notes come to the question. They are titles only; do not pretend "
"they answer it. Use them to propose 2-3 alternative questions.\n"
"Reply in plain text only — you have no tools in this mode.\n"
+ "- T1\n- T2"
)
for kb in (None, "", " \n\t "):
assert build_high_prompt([doc], kb_overview=kb) == high_plain
assert build_high_prompt([doc], notes=["be concise"], kb_overview=kb) == high_steered
assert build_deflect_prompt(["T1", "T2"], kb_overview=kb) == low_plain
assert build_deflect_prompt(
["T1", "T2"], notes=["be concise"], kb_overview=kb
) == low_steered
assert "<knowledge_base>" not in build_high_prompt(
[doc], notes=["be concise"], kb_overview=kb
)
assert "<knowledge_base>" not in build_deflect_prompt(
["T1"], notes=["be concise"], kb_overview=kb
)
def test_high_prompt_kb_section_ordered_between_relevance_and_tuning() -> None:
doc = _doc("kubernetes.md", "TALOS_DOC_CONTENT", "Kubernetes Homelab Cluster")
prompt = build_high_prompt([doc], notes=["be concise"], kb_overview=OVERVIEW)
i_rel = prompt.index("<relevance>HIGH</relevance>")
i_kb_open = prompt.index("<knowledge_base>")
i_kb_close = prompt.index("</knowledge_base>")
i_tuning = prompt.index("<tuning>")
i_docs = prompt.index("<documents>")
assert i_rel < i_kb_open < i_kb_close < i_tuning < i_docs
assert KB_INTRO in prompt
assert OVERVIEW in prompt # outline intact within the section
assert "1. be concise" in prompt # steering still there
assert "TALOS_DOC_CONTENT" in prompt # documents still full
def test_high_prompt_kb_section_without_steering() -> None:
doc = _doc("kubernetes.md", "TALOS_DOC_CONTENT", "Kubernetes Homelab Cluster")
prompt = build_high_prompt([doc], kb_overview=OVERVIEW)
i_rel = prompt.index("<relevance>HIGH</relevance>")
i_kb_close = prompt.index("</knowledge_base>")
i_docs = prompt.index("<documents>")
assert i_rel < i_kb_close < i_docs
assert "<tuning>" not in prompt # no notes → no steering section
assert build_kb_section(OVERVIEW) in prompt
def test_deflect_prompt_kb_section_ordered_between_relevance_and_tuning() -> None:
prompt = build_deflect_prompt(
["Title A", "Title B"], notes=["be concise"], kb_overview=OVERVIEW
)
i_rel = prompt.index("<relevance>LOW</relevance>")
i_kb_open = prompt.index("<knowledge_base>")
i_kb_close = prompt.index("</knowledge_base>")
i_tuning = prompt.index("<tuning>")
i_mode = prompt.index("DEFLECT_MODE")
assert i_rel < i_kb_open < i_kb_close < i_tuning < i_mode
assert KB_INTRO in prompt
assert OVERVIEW in prompt
assert "1. be concise" in prompt
assert "- Title A" in prompt # weak-hit titles still carried
def test_prompt_kb_section_over_settings_budget_capped_with_marker(
monkeypatch: pytest.MonkeyPatch,
) -> None:
"""Prompt-level budget: an overview longer than
``kb_overview_max_chars`` is capped with the shared marker — in both
modes."""
from app.rag import prompts as prompts_mod
monkeypatch.setattr(
prompts_mod,
"get_settings",
# 200 > the 121-char section frame, so a prefix + marker can fit.
lambda: Settings(_env_file=None, kb_overview_max_chars=200), # pyright: ignore[reportCallIssue]
)
text = "- " + "z" * 500
doc = _doc("kubernetes.md", "TALOS_DOC_CONTENT", "Kubernetes Homelab Cluster")
for prompt in (
build_high_prompt([doc], kb_overview=text),
build_deflect_prompt(["Title A"], kb_overview=text),
):
assert TRUNCATION_MARKER in prompt
assert prompt.index("<knowledge_base>") < prompt.index(TRUNCATION_MARKER)
# The capped section (open tag through close tag) fits the budget.
section = prompt[prompt.index("<knowledge_base>") :]
close = section.index("</knowledge_base>")
section = section[: close + len("</knowledge_base>")]
assert len(section) <= 200
# ---------- phase 71: the deflection plain-text line (prevention) ----------
#: The owner-permitted (2026-09-03) line appended to the ``DEFLECT_MODE``
#: body — the LOW prompt's only phase-71 change. The E2E mock keys on
#: the ``DEFLECT_MODE`` marker's *presence*, not the wording, so the
#: marker-keying contract is unchanged by the appended line.
PLAIN_TEXT_ONLY_LINE = "Reply in plain text only — you have no tools in this mode."
def _pre_phase71_low_body() -> str:
"""The ``DEFLECT_MODE`` body exactly as it was before phase 71."""
return (
"DEFLECT_MODE: retrieval was weak — the titles below are the closest "
"your notes come to the question. They are titles only; do not pretend "
"they answer it. Use them to propose 2-3 alternative questions.\n"
)
def test_low_prompt_is_pre_phase_plus_exactly_the_plain_text_line() -> None:
"""Diff pin: the LOW prompt = pre-phase text + exactly the one new
line, appended to the ``DEFLECT_MODE`` body; the weak-hit title list
follows exactly as before (and the line occurs exactly once)."""
prompt = build_deflect_prompt(["T1", "T2"])
assert prompt == (
_base("LOW")
+ "\n"
+ _pre_phase71_low_body()
+ PLAIN_TEXT_ONLY_LINE
+ "\n"
+ "- T1\n- T2"
)
assert prompt.count(PLAIN_TEXT_ONLY_LINE) == 1
assert prompt.endswith("- T1\n- T2") # the title list is untouched
def test_low_prompt_carries_the_line_and_keeps_the_mock_marker() -> None:
"""The new line is present in the LOW prompt (inside the
``DEFLECT_MODE`` body, after the marker) and the ``DEFLECT_MODE``
marker the E2E mock keys on stays put."""
for titles, tail in ((["T1"], "- T1"), ([], "(nothing close at all)")):
prompt = build_deflect_prompt(titles)
assert "DEFLECT_MODE" in prompt
assert PLAIN_TEXT_ONLY_LINE in prompt
assert prompt.index("DEFLECT_MODE") < prompt.index(PLAIN_TEXT_ONLY_LINE)
# The title list (or the no-titles fallback) follows the line
# exactly as before.
assert prompt.endswith(tail)
def test_plain_text_line_never_leaks_into_high_prompt() -> None:
"""The line is the LOW prompt's: every HIGH build (with/without
steering/overview) is unchanged and carries none of it."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
for notes, kb in (
(None, None),
(["be concise"], None),
(None, OVERVIEW),
(["be concise"], OVERVIEW),
):
high = build_high_prompt([doc], notes=notes, kb_overview=kb)
assert PLAIN_TEXT_ONLY_LINE not in high
assert "you have no tools" not in high
# ---------- phase 124 (task 03, LOCKED A5): the show_image prompt clause ----------
def test_show_image_clause_states_the_four_gate_elements() -> None:
"""LOCKED A5: the clause states ALL FOUR gate elements, pinned on
stable phrases, and references the tool by its backticked name (the
``TOOLS_SECTION`` voice). (1) the image-doc nature — its text is a
description GENERATED from the image; (2) the "contains the answer"
bar — never a merely related image, never padding; (3) at most one
image per answer; (4) the text answer is still provided in full."""
assert "`show_image`" in SHOW_IMAGE_CLAUSE # backticked, like the other tools
assert "description GENERATED from the image" in SHOW_IMAGE_CLAUSE # (1)
assert "what the user actually wants to see" in SHOW_IMAGE_CLAUSE # (2)
assert "never for a merely related image" in SHOW_IMAGE_CLAUSE # (2)
assert "never to pad an answer" in SHOW_IMAGE_CLAUSE # (2)
assert "at most one image per answer" in SHOW_IMAGE_CLAUSE # (3)
assert "answer fully in text" in SHOW_IMAGE_CLAUSE # (4)
# It is a clause, not a section: no ``<tools>`` markup of its own
# (the ``<documents>`` mention is plain text, as in the section copy).
assert "<tools>" not in SHOW_IMAGE_CLAUSE
assert "</tools>" not in SHOW_IMAGE_CLAUSE
def test_high_prompt_default_stays_byte_identical_to_pre_task() -> None:
"""Completion pin: ``build_high_prompt(docs)`` (no new arg) and the
explicit ``show_image=False`` are byte-identical to each other and
end with the untouched ``TOOLS_SECTION`` — the pre-task pins above
(and the sha pins in :mod:`tests.unit.test_prompt_lock`) pass
UNMODIFIED, with or without documents."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
plain = build_high_prompt([doc])
assert build_high_prompt([doc], show_image=False) == plain
assert plain.endswith(TOOLS_SECTION)
assert SHOW_IMAGE_CLAUSE not in plain
empty = build_high_prompt([])
assert build_high_prompt([], show_image=False) == empty
assert empty.endswith(TOOLS_SECTION)
assert SHOW_IMAGE_CLAUSE not in empty
def test_high_prompt_show_image_clause_lands_inside_tools_after_the_copy() -> None:
"""Phase 124 (task 03): ``show_image=True`` builds EXACTLY the
toggle-off prompt with its final ``</tools>`` replaced by the clause
(on its own line) + the closing tag — the prefix up to the clause
is byte-identical to the toggle-off output (the three-tool copy
untouched), the clause lands AFTER the existing copy and BEFORE the
closing tag, and appears exactly once."""
doc = _doc("kubernetes.md", "Talos Linux on three nodes.", "Kubernetes Homelab Cluster")
off = build_high_prompt([doc])
on = build_high_prompt([doc], show_image=True)
# The full structural equation (the clause is the ONLY difference).
assert on == off[: -len("</tools>")] + SHOW_IMAGE_CLAUSE + "\n</tools>"
clause_start = on.index(SHOW_IMAGE_CLAUSE)
# The prefix up to the clause is byte-identical to the toggle-off
# build minus its closing tag.
assert on[:clause_start] == off[: -len("</tools>")]
# From the <tools> opener to the clause is TOOLS_SECTION's own text
# minus its final </tools> — the constant itself is unedited (sha-
# pinned in test_prompt_lock) and the three-tool copy is intact.
assert on[on.index("<tools>") : clause_start] == TOOLS_SECTION[: -len("</tools>")]
assert "Answer as soon as you have what you need." in on[:clause_start]
# The clause (then the closing tag) is the tail of the prompt, after
# the existing copy and before the closing tag — exactly once.
assert on.endswith(SHOW_IMAGE_CLAUSE + "\n</tools>")
assert on.index("Answer as soon as you have what you need.") < clause_start
assert clause_start < on.index("</tools>")
assert on.count(SHOW_IMAGE_CLAUSE) == 1
assert on.count("<tools>") == 1 and on.count("</tools>") == 1
def test_show_image_clause_rides_only_the_high_prompt() -> None:
"""The clause appears ONLY in the HIGH prompt: the deflection prompt
takes NO ``show_image`` flag at all and its output never carries the
clause (byte-identical builds with/without notes/overview — a
deflected turn has no tools and never shows an image, the phase's
locked design)."""
assert "show_image" not in inspect.signature(build_deflect_prompt).parameters
for prompt in (
build_deflect_prompt(["T1", "T2"]),
build_deflect_prompt(["T1"], notes=["be concise"], kb_overview=OVERVIEW),
build_deflect_prompt([]),
):
assert SHOW_IMAGE_CLAUSE not in prompt
assert "`show_image`" not in prompt
assert "at most one image per answer" not in prompt
def test_high_prompt_empty_documents_show_image_clause_still_in_tools() -> None:
"""The "(no documents matched…)" body + ``show_image=True``: the
clause still lands inside ``<tools>`` — the grounded turn may still
``ls``/``grep`` its way to an image doc and show it."""
off = build_high_prompt([])
on = build_high_prompt([], show_image=True)
assert on == off[: -len("</tools>")] + SHOW_IMAGE_CLAUSE + "\n</tools>"
assert "(no documents matched — do not invent specifics)" in on
assert on.index("<tools>") < on.index(SHOW_IMAGE_CLAUSE) < on.index("</tools>")
assert on.endswith(SHOW_IMAGE_CLAUSE + "\n</tools>")
def test_show_image_clause_is_last_for_every_high_shape() -> None:
"""Steering + KB overview + folder lines + documents all present:
the section order is UNCHANGED (``<relevance>`` →
``<knowledge_base>`` → ``<tuning>`` → ``<documents>`` → ``<tools>``)
and the clause is still the last thing the model reads, inside
``<tools>`` after the three-tool copy."""
doc = _doc("deploy/k8s.md", "CONTENT_SENTINEL", "K8s Deploy", summary="K8s deploy notes.")
lines = ["Homelab/deploy/: k8s.md (1 doc)"]
off = build_high_prompt([doc], notes=["be concise"], kb_overview=OVERVIEW, folder_lines=lines)
on = build_high_prompt(
[doc],
notes=["be concise"],
kb_overview=OVERVIEW,
folder_lines=lines,
show_image=True,
)
assert on == off[: -len("</tools>")] + SHOW_IMAGE_CLAUSE + "\n</tools>"
clause_start = on.index(SHOW_IMAGE_CLAUSE)
assert on[on.index("<tools>") : clause_start] == TOOLS_SECTION[: -len("</tools>")]
for section in ("<relevance>", "<knowledge_base>", "<tuning>", "<documents>"):
assert on.index(section) < on.index("<tools>")
assert on.index("K8s deploy notes.") < on.index("<tools>") # the summary still seeds
assert SHOW_IMAGE_CLAUSE not in off # the toggle-off twin carries none of it
# ---------- phase 125 (task 05, LOCKED A4): the image context line ----------
# An enriched image doc (tasks 03/04: non-NULL ``image_context`` in the
# "Referenced in …" block shape) leads its ``<document>`` suggestion
# block with ONE short context line — the referring markdown's identity
# + the reference's alt text — before the description, so the LLM knows
# WHY the image exists, not only what it shows. Every other doc (every
# text doc, every non-enriched image doc) is byte-identical to the
# pre-phase body.
#: The exact stored block shape (tasks 03/04): one "Referenced in"
#: block per referring markdown file, blank-line joined; the
#: ``Context:`` body may span many lines (the surrounding paragraphs).
CTX_SINGLE = (
"Referenced in Homelab/homelab/kubernetes.md:\n"
'- Alt text: "Cluster layout"\n'
" Context: The diagram shows the three Talos nodes and Cilium.\n"
"It is referenced again from the runbook."
)
CTX_TWO_BLOCKS = CTX_SINGLE + "\n\nReferenced in Homelab/ops/runbook.md:\n- Alt text: \"\""
CTX_ALT_EMPTY = "Referenced in Homelab/ops/runbook.md:\n- Alt text: \"\""
#: The task-04 pending record — stored on MARKDOWN (text) docs, with no
#: ``Referenced in`` header at all.
MD_PENDING_RECORD = (
'IMAGE_CONTEXT:\n- [image.png] (line 42): "Alt text here" — 2 paragraphs of context'
)
def _image_doc(
image_context: str | None = None, summary: str | None = "A diagram of the cluster."
) -> Document:
return _doc(
"cluster-diagram.png",
"A diagram of the cluster.",
"cluster-diagram",
summary=summary,
is_image=True,
image_context=image_context,
)
# ---------- _extract_context_line: the parser contract ----------
def test_extract_context_line_single_block_with_alt() -> None:
"""One block with an alt → the short one-line locator: the stored
identity (``<source>/<path>`` exactly as the header carries it) +
the reference's alt between quotes."""
assert _extract_context_line(CTX_SINGLE) == (
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"'
)
def test_extract_context_line_context_body_never_renders() -> None:
"""The ``Context:`` paragraphs (LOCKED A3: they already reached the
vision model at enrichment time) stay out of the line — the line is
the locator + purpose, short enough not to bloat the prompt."""
line = _extract_context_line(CTX_SINGLE)
assert line is not None
assert "The diagram shows" not in line
assert "referenced again" not in line
assert "Context:" not in line
assert line.count("\n") == 0 # genuinely ONE line
def test_extract_context_line_empty_alt_renders_the_bare_identity() -> None:
"""A reference without an alt (``![](path)``) → the clause is the
bare identity — nothing to quote after the colon."""
assert _extract_context_line(CTX_ALT_EMPTY) == "Referenced in Homelab/ops/runbook.md"
def test_extract_context_line_two_blocks_join_with_semicolon() -> None:
"""One clause per referring file after a single prefix — the second
block's empty alt renders bare."""
assert _extract_context_line(CTX_TWO_BLOCKS) == (
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"; '
"Homelab/ops/runbook.md"
)
def test_extract_context_line_uses_the_first_reference_only() -> None:
"""A block with two references (two ``- Alt text:`` bullets) → the
FIRST reference's alt is the purpose; the second stays out."""
text = (
"Referenced in Homelab/a.md:\n"
'- Alt text: "first purpose"\n'
" Context: some paragraph.\n"
'- Alt text: "second purpose"'
)
assert _extract_context_line(text) == 'Referenced in Homelab/a.md: "first purpose"'
assert "second purpose" not in (_extract_context_line(text) or "")
def test_extract_context_line_multiline_context_body_is_ignored() -> None:
"""The ``Context:`` value is paragraph-joined (blank lines inside)
— the parser walks it without breaking the block."""
text = (
"Referenced in Homelab/a.md:\n"
'- Alt text: "purpose"\n'
" Context: para one.\n"
"\n"
"para two, and it contains a line that\n"
"looks like context continuation."
)
assert _extract_context_line(text) == 'Referenced in Homelab/a.md: "purpose"'
def test_extract_context_line_alt_with_inner_quotes_survives() -> None:
"""The block writer does not escape quotes: the greedy alt capture
(between the opening quote and the line's final quote) keeps an
alt with inner ``"`` intact."""
text = 'Referenced in Homelab/x.md:\n- Alt text: "He said "hi""'
assert _extract_context_line(text) == 'Referenced in Homelab/x.md: "He said "hi""'
def test_extract_context_line_spurious_header_is_dropped() -> None:
"""A look-alike ``Referenced in …:`` line WITHOUT its ``- Alt text:``
bullet (context text that merely looks like a header) parses to
``None`` — never a clause from the stray line."""
assert _extract_context_line(
"Referenced in Homelab/fake.md:\nsome context line that is not a bullet"
) is None
# A header with NO following line at all (end of value) is spurious too.
assert _extract_context_line("Referenced in Homelab/fake.md:") is None
# Spurious then REAL: only the real block's clause survives.
mixed = (
"Referenced in Homelab/fake.md:\nsome context line\n\n"
+ CTX_SINGLE
)
assert _extract_context_line(mixed) == (
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"'
)
def test_extract_context_line_header_after_header_drops_the_bulletless_one() -> None:
"""Two headers in a row: the first (never followed by its bullet) is
dropped and the second block parses normally."""
text = "Referenced in Homelab/fake.md:\nReferenced in Homelab/real.md:\n- Alt text: \"alt\""
assert _extract_context_line(text) == 'Referenced in Homelab/real.md: "alt"'
def test_extract_context_line_markdown_pending_record_is_none() -> None:
"""The task-04 ``IMAGE_CONTEXT:`` record (the MARKDOWN doc's stored
``image_context``) has no ``Referenced in`` header — it parses to
``None`` (and it rides a text doc, which the ``is_image`` guard
excludes from the line anyway)."""
assert _extract_context_line(MD_PENDING_RECORD) is None
def test_extract_context_line_blank_and_empty_are_none() -> None:
assert _extract_context_line("") is None
assert _extract_context_line(" \n \t ") is None
# Garbage that contains the keyword somewhere is not a block.
assert _extract_context_line("I was referenced in Homelab/a.md: yesterday") is None
# ---------- _document_body: the block-body contract ----------
def test_document_body_enriched_image_doc_leads_with_the_context_line() -> None:
"""The completion criterion at the body level: the context line
leads, a blank line, then the description — the exact two-part
shape."""
body = _document_body(_image_doc(image_context=CTX_SINGLE))
assert body == (
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"\n\n'
"A diagram of the cluster."
)
def test_document_body_image_doc_null_context_is_byte_identical_to_pre_phase() -> None:
"""LOCKED A4 (the byte-identity criterion): a standalone / pre-phase
image doc (NULL ``image_context``) → the body is EXACTLY the
stripped summary — no line, no blank, no drift."""
doc = _image_doc(image_context=None)
assert _document_body(doc) == "A diagram of the cluster."
# And the built prompt matches a text twin (same fields, not an
# image) to the byte.
twin = _doc("cluster-diagram.png", "A diagram of the cluster.", "cluster-diagram")
assert build_high_prompt([doc]) == build_high_prompt([twin])
def test_document_body_text_doc_with_image_context_is_unchanged() -> None:
"""The guard is ``is_image``: a TEXT doc whose ``image_context``
carries the task-04 pending record (the markdown case) keeps the
pre-phase body — the record never renders."""
doc = _doc("guide.md", "CONTENT", "Guide", summary="Guide summary.",
image_context=MD_PENDING_RECORD)
assert _document_body(doc) == "Guide summary."
assert "IMAGE_CONTEXT" not in build_high_prompt([doc])
assert "Referenced in" not in build_high_prompt([doc])
def test_document_body_image_doc_unparsable_context_is_unchanged() -> None:
"""Graceful degradation: an image doc whose ``image_context`` parses
to nothing (owner-edited / unknown shape) → the description only,
exactly pre-phase — the prompt build never raises."""
for junk in ("", " ", "referenced in lowercase.md: no header shape", MD_PENDING_RECORD):
assert _document_body(_image_doc(image_context=junk)) == "A diagram of the cluster."
def test_document_body_enriched_image_doc_without_summary_precedes_the_preview() -> None:
"""The line leads the fallback body too (the preview + marker of
LOCKED A5) — the "context before the description" contract holds on
both body shapes."""
doc = _image_doc(image_context=CTX_SINGLE, summary=None)
doc.content = "A" * 400 + "B" * 600 # past the 400-char preview cap
body = _document_body(doc)
line = 'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"'
assert body.startswith(line + "\n\n")
assert body[len(line) + 2 :] == "A" * 400 + "\n" + TRUNCATION_MARKER
assert "B" * 40 not in body # beyond the cut, as pre-phase
def test_enriched_image_doc_with_summary_makes_no_settings_call(
monkeypatch: pytest.MonkeyPatch,
) -> None:
"""House pattern (the LOCKED A5 preview-cap contract): the
context-line path for a summary-bearing doc is pure — a dead
``get_settings`` must not break such a build (extraction is pure;
the cap is read on the fallback path only)."""
from app.rag import prompts as prompts_mod
doc = _image_doc(image_context=CTX_SINGLE)
def _dead() -> None: # pragma: no cover - must never be called
raise AssertionError("get_settings() called for a summarized doc")
monkeypatch.setattr(prompts_mod, "get_settings", _dead)
assert _document_body(doc) == (
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"\n\n'
"A diagram of the cluster."
)
# ---------- build_high_prompt: the line in the built block ----------
def test_high_prompt_enriched_image_doc_block_exact_shape() -> None:
"""The full block in the built prompt: identity attributes
unchanged (phase 106 date appended after title), then the context
line, a blank line, the description — the pre-phase block shape
with the line spliced in."""
doc = _image_doc(image_context=CTX_SINGLE)
prompt = build_high_prompt([doc])
assert (
'<document source="Homelab" path="cluster-diagram.png" '
'title="cluster-diagram" date="2024-06-15">\n'
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"\n'
"\n"
"A diagram of the cluster.\n"
"</document>"
) in prompt
# The line is the FIRST thing in the block body (before the
# description), inside <documents>.
line = 'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"'
block_start = prompt.index('<document source="Homelab"')
assert prompt.index("<documents>") < prompt.index(line)
assert prompt.index(line) < prompt.index("A diagram of the cluster.")
assert block_start < prompt.index(line) < prompt.index("</document>")
# The Context: body stays out of the whole prompt.
assert "The diagram shows the three Talos nodes" not in prompt
def test_high_prompt_enriched_image_doc_mixed_with_text_docs() -> None:
"""A suggested tier with both text docs and one enriched image doc:
the line rides ONLY the image doc's block; the text blocks are
byte-identical to their summaries (no line, no drift)."""
text_doc = _doc("kubernetes.md", "CONTENT", "K8s", summary="K8s summary.")
img = _image_doc(image_context=CTX_SINGLE)
prompt = build_high_prompt([text_doc, img])
assert prompt.count('Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"') == 1
# The text block is the bare summary, exactly as pre-phase.
assert (
'<document source="Homelab" path="kubernetes.md" '
'title="K8s" date="2024-06-15">\nK8s summary.\n</document>'
) in prompt
# The image block carries the line + description.
assert (
'title="cluster-diagram" date="2024-06-15">\n'
'Referenced in Homelab/homelab/kubernetes.md: "Cluster layout"\n\n'
"A diagram of the cluster.\n</document>"
) in prompt
# Ordering unchanged: the text block (first doc) still precedes the
# image block (second doc) — the line never re-orders the tier.
assert prompt.index('path="kubernetes.md"') < prompt.index('path="cluster-diagram.png"')
def test_high_prompt_image_doc_without_context_is_byte_identical_to_pre_phase() -> None:
"""LOCKED A4 at the prompt level: an image doc with NULL
``image_context`` builds the EXACT pre-phase prompt (the text-twin
equality — no context line anywhere, not even a stray blank)."""
img = _image_doc(image_context=None)
twin = _doc("cluster-diagram.png", "A diagram of the cluster.", "cluster-diagram")
assert build_high_prompt([img]) == build_high_prompt([twin])
assert "Referenced in" not in build_high_prompt([img])
# ---------- phase 137 (task 04, ASSUMPTION A6): the provenance clause ----------
# The stored value of a PDF-embedded image doc (tasks 02/03) can carry
# the ``Extracted from <source>/<pdf path> (page N):`` provenance block
# — written FIRST (A2: provenance before purpose) — ahead of the
# markdown reference blocks. The renderer turns that header line into
# the one clause ``From <source>/<pdf> (page N)`` (the page-text body
# is NEVER rendered), joins clauses in stored order, and keeps the
# markdown-only values byte-identical (the phase-125 pin, unedited).
#: The exact stored provenance block shape with page text (tasks
#: 02/03): the header + the page text (capped, stripped).
PDF_CTX_SINGLE = (
"Extracted from Homelab/docs/guide.pdf (page 2):\n"
"The second page of the guide, with the diagram.\n"
"More page text on the next line."
)
#: The tasks 02/03 COMBINED shape (A2): the document block first, then
#: the markdown reference blocks, blank-line joined.
PDF_CTX_BOTH = (
"Extracted from Homelab/docs/guide.pdf (page 2):\n"
"The second page of the guide, with the diagram.\n"
"\n"
"Referenced in Homelab/ops/runbook.md:\n"
'- Alt text: "alt"'
)
def test_extract_context_line_pdf_block_alone() -> None:
"""One provenance block → the clause EXACTLY: the locator + page
number — the page-text body never renders."""
line = _extract_context_line(PDF_CTX_SINGLE)
assert line == "From Homelab/docs/guide.pdf (page 2)"
assert "The second page of the guide" not in line
assert "More page text" not in line
assert line.count("\n") == 0 # genuinely ONE line
def test_extract_context_line_pdf_block_textless_page_is_header_only() -> None:
"""A text-less page stores the header line alone (tasks 02/03) →
the same single clause."""
assert _extract_context_line(
"Extracted from Homelab/docs/guide.pdf (page 2):"
) == "From Homelab/docs/guide.pdf (page 2)"
def test_extract_context_line_pdf_locator_greedy_to_the_last_page_marker() -> None:
"""The pdf path may itself contain spaces — ``loc`` is greedy to
the LAST `` (page N):`` on the line."""
assert _extract_context_line(
"Extracted from Sources/My Docs/guide v2.pdf (page 10):"
) == "From Sources/My Docs/guide v2.pdf (page 10)"
def test_extract_context_line_pdf_block_page_text_body_is_skipped() -> None:
"""The page-text body (multi-line, with a blank line and a
look-alike ``Referenced in …:`` line WITHOUT the alt bullet) is
skipped / dropped (the existing spurious-header rule) — the clause
stays the single one."""
text = (
"Extracted from Homelab/docs/guide.pdf (page 2):\n"
"Page text line one.\n"
"\n"
"Referenced in the appendix: it goes on like this.\n"
"More page text after the look-alike header."
)
assert _extract_context_line(text) == "From Homelab/docs/guide.pdf (page 2)"
def test_extract_context_line_spurious_pdf_header_in_page_text_emits_a_clause() -> None:
"""The accepted asymmetry (documented in the docstring): a
page-text line that LOOKS like a provenance header is NOT guarded
(unlike the ``Referenced in`` look-alikes, which demand their
bullet) — it emits a clause. The stored value is the context the
importer wrote, not free model text."""
text = (
"Extracted from Homelab/guide.pdf (page 1):\n"
"Page text carrying a look-alike line:\n"
"Extracted from Somewhere/other.pdf (page 9):\n"
"more page text"
)
assert _extract_context_line(text) == (
"From Homelab/guide.pdf (page 1); From Somewhere/other.pdf (page 9)"
)
def test_extract_context_line_markdown_only_two_blocks_pin_unchanged() -> None:
"""The phase-125 byte-identity pin (the task's shape): a
MARKDOWN-ONLY value renders exactly as pre-task — ONE
``Referenced in `` prefix over the joined clauses (the second
block's empty alt renders bare); a single block is unchanged too."""
text = (
'Referenced in docs/a.md:\n- Alt text: "alt a"\n'
"\n"
'Referenced in docs/b.md:\n- Alt text: ""'
)
assert _extract_context_line(text) == 'Referenced in docs/a.md: "alt a"; docs/b.md'
assert _extract_context_line('Referenced in docs/a.md:\n- Alt text: "alt a"') == (
'Referenced in docs/a.md: "alt a"'
)
def test_extract_context_line_both_blocks_document_first() -> None:
"""The tasks 02/03 combined shape (A2: the document block first,
then the markdown blocks) renders the clauses IN STORED ORDER —
each with its own prefix; the page-text body stays out."""
line = _extract_context_line(PDF_CTX_BOTH)
assert line == (
'From Homelab/docs/guide.pdf (page 2); '
'Referenced in Homelab/ops/runbook.md: "alt"'
)
assert "The second page of the guide" not in line
def test_extract_context_line_markdown_first_then_pdf_keeps_stored_order() -> None:
"""The reverse stored order (a markdown block BEFORE the document
block — an owner-edited value) renders in stored order too: the
complete reference block flushes when the provenance header
arrives, and the mixed join gives each clause its own prefix."""
text = (
"Referenced in Homelab/ops/runbook.md:\n"
'- Alt text: "alt"\n'
"\n"
"Extracted from Homelab/docs/guide.pdf (page 2):\n"
"The second page of the guide."
)
assert _extract_context_line(text) == (
'Referenced in Homelab/ops/runbook.md: "alt"; '
"From Homelab/docs/guide.pdf (page 2)"
)
def test_extract_context_line_pdf_garbage_is_none() -> None:
"""No parsable header of either kind → ``None`` (unchanged
degradation): the provenance keyword without the exact header
shape is not a block."""
# No trailing colon ...
assert _extract_context_line("Extracted from Homelab/guide.pdf (page 2)") is None
# ... the lowercase keyword ...
assert _extract_context_line("extracted from Homelab/guide.pdf (page 2):") is None
# ... the missing parentheses.
assert _extract_context_line("Extracted from Homelab/guide.pdf page 2:") is None
def test_document_body_pdf_image_doc_leads_with_the_from_line() -> None:
"""End-to-end: a PDF-embedded image doc's ``<document>`` body
leads with the one-line rendering (provenance first, then the
reference), a blank line, then the description — the page-text
body never renders."""
body = _document_body(_image_doc(image_context=PDF_CTX_BOTH))
assert body == (
'From Homelab/docs/guide.pdf (page 2); '
'Referenced in Homelab/ops/runbook.md: "alt"\n'
"\n"
"A diagram of the cluster."
)
assert "The second page of the guide" not in body
def test_document_body_text_doc_with_pdf_context_is_unchanged() -> None:
"""The guard is ``is_image``: a TEXT doc carrying a provenance
context keeps the byte-identical pre-phase body — the context
never renders."""
doc = _doc("guide.pdf", "CONTENT", "Guide", summary="Guide summary.",
image_context=PDF_CTX_SINGLE)
assert _document_body(doc) == "Guide summary."
assert "Extracted from" not in build_high_prompt([doc])
assert "From Homelab/docs/guide.pdf (page 2)" not in build_high_prompt([doc])
def test_high_prompt_pdf_image_doc_block_exact_shape() -> None:
"""The full block in the built prompt: the ``From`` line leads the
body (provenance first) before the description — the pre-phase
block shape with the line spliced in; the page-text body stays out
of the whole prompt."""
doc = _image_doc(image_context=PDF_CTX_SINGLE)
prompt = build_high_prompt([doc])
assert (
'<document source="Homelab" path="cluster-diagram.png" '
'title="cluster-diagram" date="2024-06-15">\n'
"From Homelab/docs/guide.pdf (page 2)\n"
"\n"
"A diagram of the cluster.\n"
"</document>"
) in prompt
line = "From Homelab/docs/guide.pdf (page 2)"
block_start = prompt.index('<document source="Homelab"')
assert prompt.index("<documents>") < prompt.index(line)
assert prompt.index(line) < prompt.index("A diagram of the cluster.")
assert block_start < prompt.index(line) < prompt.index("</document>")
assert "The second page of the guide" not in prompt