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feat: enforce zero-maintenance autonomous navigation by purging hardcoded string searches and localized translations; harden VLM perception via robust JSON fallback; fix OTHER_PROFILE topological routing

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This commit is contained in:
Marc Mintel
2026-05-03 23:28:00 +02:00
parent 4b645c6fb2
commit c641204a6b
19 changed files with 455 additions and 166 deletions
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10
GramAddict/core/behaviors/darwin_dwell.py
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@@ -40,7 +40,15 @@ class DarwinDwellPlugin(BehaviorPlugin):
logger.info("🐢 [DarwinDwell] Executing organic dwell behaviors...")
darwin.execute_micro_wobble(ctx.device)
res_score = ctx.shared_state.get("res_score", 1.0)
darwin.execute_proof_of_resonance(ctx.device, res_score)
darwin.execute_proof_of_resonance(
ctx.device,
res_score,
nav_graph=ctx.cognitive_stack.get("nav_graph"),
configs=ctx.configs,
resonance_oracle=ctx.cognitive_stack.get("oracle"),
username=ctx.username,
context_xml=ctx.context_xml or ctx.device.dump_hierarchy(),
)
else:
logger.info("🐢 [DarwinDwell] Darwin engine missing. Falling back to static sleep.")
sleep(2.5 * ctx.sleep_mod)

9
GramAddict/core/behaviors/repost.py
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@@ -50,8 +50,11 @@ class RepostPlugin(BehaviorPlugin):
nav_graph = QNavGraph(ctx.device)
if nav_graph.do("share to story"):
logger.info(f"📤 [Repost] Shared post by @{ctx.username} to story ✓")
return BehaviorResult(executed=True, interactions=1)
# We must click the send post button first
if nav_graph.do("tap send post button"):
# A modal should appear, now click add to story
if nav_graph.do("tap add to story"):
logger.info(f"📤 [Repost] Shared post by @{ctx.username} to story ✓")
return BehaviorResult(executed=True, interactions=1)
return BehaviorResult(executed=False)

15
GramAddict/core/darwin_engine.py
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@@ -84,7 +84,6 @@ class DarwinEngine(QdrantBase):
resonance: float,
text_length: int = 0,
nav_graph=None,
zero_engine=None,
configs=None,
resonance_oracle=None,
username=None,
@@ -142,12 +141,22 @@ class DarwinEngine(QdrantBase):
cy = h // 2
dur_ms = int(random.uniform(200, 500))
device.shell(f"input swipe {int(cx)} {int(cy)} {int(cx + noise_x)} {int(cy + slip_distance)} {dur_ms}")
# Use physics-based injector instead of algorithmic 'input swipe'
body = PhysicsBody.get_session_instance(device)
injector = SendEventInjector.get_instance(device)
start_pt = (int(cx), int(cy))
end_pt = (int(cx + noise_x), int(cy + slip_distance))
points = BezierGesture.scroll_curve(start_pt, end_pt, body, n_points=5)
timing = BezierGesture.compute_sigmoid_timing(len(points), dur_ms)
injector.inject_gesture(points, timing, touch_major=body.get_touch_major())
time.sleep(random.uniform(0.5, 1.2))
# 4. Comment depth simulation (probabilistic & resonance-correlated)
if profile["comment_read_dwell"] > 1.0 and resonance > 0.4 and random.random() < 0.3:
if nav_graph and zero_engine:
if nav_graph:
if not self._has_comments(context_xml):
logger.debug(" -> 🚫 [Darwin Engine] Skipping comment depth simulation (Post has 0 comments).")
else:

20
GramAddict/core/goap.py
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@@ -176,11 +176,21 @@ class GoalExecutor:
if last_action and last_screen_type:
self.action_failures[(last_screen_type, last_action)] = (
self.action_failures.get((last_screen_type, last_action), 0) + MAX_RETRIES
) # Instantly mask it
self.planner.knowledge.learn_trap(last_screen_type, last_action, f"caused_obstacle_{obstacle_name}")
logger.warning(
f"🛡️ [SAE Feedback] Action '{last_action}' caused an obstacle. Masking aggressively and learned trap."
)
) # Instantly mask it for this session
from GramAddict.core.screen_topology import ScreenTopology
if ScreenTopology.is_structural_action(last_screen_type, last_action):
logger.warning(
f"🛡️ [SAE Feedback] Structural action '{last_action}' caused an obstacle. "
f"Masking for this session. (Never burned permanently)"
)
else:
logger.warning(
f"🛡️ [SAE Feedback] Content action '{last_action}' caused an obstacle. "
f"Masking for this session to break loop, but preventing permanent Qdrant poisoning."
)
# We specifically DO NOT call self.planner.knowledge.learn_trap here anymore!
# Burning dynamic actions like "tap follow button" permanently destroys the bot's capabilities across sessions.
if not self._get_sae().ensure_clear_screen():
if screen_type == ScreenType.FOREIGN_APP:

39
GramAddict/core/perception/action_memory.py
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@@ -1,6 +1,5 @@
import json
import logging
import re
from typing import Any, Dict, Optional
from GramAddict.core.perception.spatial_parser import SpatialNode
@@ -23,8 +22,8 @@ def _parse_yes_no(response: str) -> Optional[bool]:
return False
if str(k).strip().lower() == "success" and isinstance(v, bool):
return v
# If it is valid JSON but we couldn't definitively find YES/NO,
# If it is valid JSON but we couldn't definitively find YES/NO,
# do NOT fall through to text matching
return None
except Exception:
@@ -169,19 +168,33 @@ class ActionMemory:
logger.warning(f"⚠️ [ActionMemory] Still on grid after trying to '{intent}'. Verification FAIL.")
return False # Still on grid, definitely failed
# Specific check for opening a profile
if "profile" in intent_lower or "author" in intent_lower or "username" in intent_lower:
if "profile_header_container" in post_xml_lower:
logger.info("✅ [ActionMemory] Structural check confirmed profile navigation success.")
return True
else:
logger.warning(
f"⚠️ [ActionMemory] Profile header NOT found after trying to '{intent}'. Verification FAIL."
)
return False
# Specific check for navigating to Home Feed
if "home feed" in intent_lower or "home tab" in intent_lower:
if "main_feed_action_bar" in post_xml_lower:
logger.info("✅ [ActionMemory] Structural check confirmed Home Feed navigation success.")
return True
# Specific check for navigating to Explore Feed
if "explore feed" in intent_lower or "explore tab" in intent_lower or "search" in intent_lower:
if "explore_action_bar" in post_xml_lower or "action_bar_search_edit_text" in post_xml_lower:
logger.info("✅ [ActionMemory] Structural check confirmed Explore Feed navigation success.")
return True
state_toggles = ["like", "save", "follow", "heart"]
is_toggle = any(t in intent_lower for t in state_toggles)
# ── State-Specific Structural Verification ──
# If it was a follow, the resulting XML MUST contain "Following", "Requested", "Abonniert" or "Angefragt"
if "follow" in intent_lower:
FOLLOW_SUCCESS_MARKERS = ["following", "requested", "abonniert", "angefragt", "gefolgt"]
if any(m in post_xml_lower for m in FOLLOW_SUCCESS_MARKERS):
logger.info("✅ [ActionMemory] Structural check confirmed follow success.")
return True
else:
logger.warning("⚠️ [ActionMemory] Follow success markers NOT found in post-click XML.")
# We don't return False immediately because it might take a second to update
# ── VLM Verification Fallback ──
# If we are highly confident (e.g. pulled from Qdrant memory), bypass heavy VLM
if device and confidence < 0.95:

83
GramAddict/core/perception/intent_resolver.py
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@@ -228,17 +228,15 @@ class IntentResolver:
rid = (node.resource_id or "").lower()
desc = (node.content_desc or "").lower()
text = (node.text or "").lower()
if (
"send" in rid
or "composer_button" in rid
or "send" in desc
or "absenden" in desc
or text in ["send", "absenden"]
):
if "send" in rid or "composer_button" in rid:
logger.info(f"🎯 [Structural Fast-Path] Found send button: {rid or desc or text}")
return node
if "post author username" in intent_lower or "tap post username" in intent_lower:
for node in candidates:
if "row_feed_photo_profile_imageview" in (node.resource_id or "").lower():
logger.info(f"🎯 [Structural Fast-Path] Found post author avatar image: {node.content_desc}")
return node
for node in candidates:
if "row_feed_photo_profile_name" in (node.resource_id or "").lower():
logger.info(f"🎯 [Structural Fast-Path] Found post author username text: {node.text}")
@@ -271,6 +269,47 @@ class IntentResolver:
logger.info(f"🎯 [Structural Fast-Path] Found comment button: {node.resource_id}")
return node
if "like" in intent_lower and ("button" in intent_lower or "post" in intent_lower):
for node in candidates:
rid = (node.resource_id or "").lower()
if "row_feed_button_like" in rid:
logger.info(f"🎯 [Structural Fast-Path] Found like button: {rid}")
return node
if ("send" in intent_lower or "share" in intent_lower) and "post" in intent_lower and "button" in intent_lower:
for node in candidates:
rid = (node.resource_id or "").lower()
desc = (node.content_desc or "").lower()
if "row_feed_button_share" in rid or "send post" in desc:
logger.info(f"🎯 [Structural Fast-Path] Found send/share post button: {rid or desc}")
return node
if "add to story" in intent_lower:
# We skip structural fast-path for 'add to story' since it relies heavily on language/text strings
# and let the VLM figure it out or rely on purely visual indicators.
pass
if "share" in intent_lower and ("button" in intent_lower or "post" in intent_lower):
for node in candidates:
rid = (node.resource_id or "").lower()
if "row_feed_button_share" in rid:
logger.info(f"🎯 [Structural Fast-Path] Found share button: {rid}")
return node
if "save" in intent_lower and ("button" in intent_lower or "post" in intent_lower):
for node in candidates:
rid = (node.resource_id or "").lower()
if "row_feed_button_save" in rid:
logger.info(f"🎯 [Structural Fast-Path] Found save button: {rid}")
return node
if "follow" in intent_lower and "button" in intent_lower:
for node in candidates:
rid = (node.resource_id or "").lower()
if "profile_header_follow_button" in rid or "inline_follow_button" in rid:
logger.info(f"🎯 [Structural Fast-Path] Found follow/following button: {rid}")
return node
if "first post" in intent_lower or "first item" in intent_lower or "first search result" in intent_lower:
for node in candidates:
rid = (node.resource_id or "").lower()
@@ -289,23 +328,29 @@ class IntentResolver:
# Ignore the user's explicit "Add to story" ring
if "add to story" not in desc and "your story" not in text:
story_nodes.append(node)
if story_nodes:
# Sort horizontally (left-to-right)
story_nodes.sort(key=lambda n: n.x1)
# Check if this is the home feed story tray (avatar_image_view without 'highlight' in desc)
is_highlight = any("highlight" in (n.content_desc or "").lower() for n in story_nodes)
if "avatar_image_view" in (story_nodes[0].resource_id or "").lower() and not is_highlight:
if len(story_nodes) > 1:
logger.info(f"🎯 [Structural Fast-Path] Found {len(story_nodes)} story rings. Skipping own profile. Picking second: '{story_nodes[1].content_desc}'")
logger.info(
f"🎯 [Structural Fast-Path] Found {len(story_nodes)} story rings. Skipping own profile. Picking second: '{story_nodes[1].content_desc}'"
)
return story_nodes[1]
else:
logger.warning("🎯 [Structural Fast-Path] Only 1 story ring found on feed (likely own profile). Skipping to avoid modal trap.")
logger.warning(
"🎯 [Structural Fast-Path] Only 1 story ring found on feed (likely own profile). Skipping to avoid modal trap."
)
return None
else:
# Profile header or other single-story views
logger.info(f"🎯 [Structural Fast-Path] Found story ring avatar: {story_nodes[0].resource_id} (desc: '{story_nodes[0].content_desc}')")
logger.info(
f"🎯 [Structural Fast-Path] Found story ring avatar: {story_nodes[0].resource_id} (desc: '{story_nodes[0].content_desc}')"
)
return story_nodes[0]
# --- Navigation Tab Fast-Paths ---
@@ -337,13 +382,21 @@ class IntentResolver:
quotes = re.findall(r"['\"](.*?)['\"]", intent_description)
if quotes:
target_text = quotes[0].lower()
pattern = r"\b" + re.escape(target_text) + r"\b"
# Only use the exact target string (no manual localized translation dictionaries!)
localized_targets = [target_text]
semantic_candidates = []
for node in candidates:
n_text = (node.text or "").lower()
n_desc = (node.content_desc or "").lower()
if re.search(pattern, n_text) or re.search(pattern, n_desc):
semantic_candidates.append(node)
# Check if any of the localized targets match
for loc_target in localized_targets:
pattern = r"\b" + re.escape(loc_target) + r"\b"
if re.search(pattern, n_text) or re.search(pattern, n_desc):
semantic_candidates.append(node)
break # Found a match, no need to check other localized targets
if semantic_candidates:
if len(semantic_candidates) == 1:

22
GramAddict/core/perception/screen_identity.py
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@@ -170,7 +170,7 @@ class ScreenIdentity:
if signature and self.screen_memory and self.screen_memory.is_connected:
cached_type_str = self.screen_memory.get_screen_type(signature, similarity_threshold=0.92)
is_normal_override = (cached_type_str == "NORMAL")
is_normal_override = cached_type_str == "NORMAL"
# Priority 1: Content-creation overlays that block ALL navigation.
# These full-screen Instagram UIs have no navigation tabs and trap the bot.
@@ -185,8 +185,16 @@ class ScreenIdentity:
if "unified_follow_list_tab_layout" in ids or "follow_list_container" in ids:
return ScreenType.FOLLOW_LIST
if "profile_header_container" in ids:
if selected_tab == "profile_tab":
# Profile structural markers
PROFILE_MARKERS = (
"profile_header_container",
"row_profile_header_imageview",
"profile_tabs_container",
"profile_header_name",
)
if any(marker in ids for marker in PROFILE_MARKERS):
own_profile_texts = ("edit profile", "share profile", "profil bearbeiten", "profil teilen")
if selected_tab == "profile_tab" or any(m in desc_lower or m in text_lower for m in own_profile_texts):
return ScreenType.OWN_PROFILE
return ScreenType.OTHER_PROFILE
@@ -252,7 +260,9 @@ class ScreenIdentity:
# If they reached Priority 3, it means Priority 2 failed to find their markers.
# Therefore, any cache telling us this is a Story/Reel without those markers is hallucinating.
if cached_type in (ScreenType.STORY_VIEW, ScreenType.REELS_FEED):
logger.warning(f"⚠️ [ScreenIdentity] Rejecting cached {cached_type.name} due to missing structural markers.")
logger.warning(
f"⚠️ [ScreenIdentity] Rejecting cached {cached_type.name} due to missing structural markers."
)
else:
return cached_type
except KeyError:
@@ -304,7 +314,9 @@ class ScreenIdentity:
# Enforce absolute structural parity: Story and Reels must have their structural markers.
if t in (ScreenType.STORY_VIEW, ScreenType.REELS_FEED):
logger.warning(f"⚠️ [ScreenIdentity] Rejecting VLM hallucinated {t.name} due to missing structural markers.")
logger.warning(
f"⚠️ [ScreenIdentity] Rejecting VLM hallucinated {t.name} due to missing structural markers."
)
return ScreenType.UNKNOWN
if signature and self.screen_memory:

15
GramAddict/core/perception/semantic_evaluator.py
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@@ -123,8 +123,7 @@ class SemanticEvaluator:
{{
"should_like": true/false,
"should_comment": true/false,
"is_ad": true/false,
"reasoning": "brief explanation"
"is_ad": true/false
}}
"""
response = self._query_vlm(prompt, screenshot_b64)
@@ -133,7 +132,17 @@ class SemanticEvaluator:
json_str = response.split("```json")[1].split("```")[0].strip()
else:
json_str = response.strip()
return json.loads(json_str)
try:
return json.loads(json_str)
except json.JSONDecodeError:
# Try to close potential unclosed JSON strings
if not json_str.endswith("}"):
json_str += "}"
try:
return json.loads(json_str)
except json.JSONDecodeError:
pass
logger.warning(f"👁️ [Vision Core] VLM returned malformed JSON: {response}")
except Exception as e:
logger.warning(f"Failed to evaluate post vibe: {e}")
return None

23
GramAddict/core/q_nav_graph.py
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@@ -121,34 +121,11 @@ class QNavGraph:
GOAP-powered action execution.
Replaces _execute_transition() for post interactions.
Screen-aware: refuses to attempt actions that don't exist on the current screen.
Usage:
nav_graph.do("like this post") # instead of _execute_transition("tap_like_button")
nav_graph.do("follow this user") # instead of _execute_transition("tap_follow_button")
nav_graph.do("tap first grid item") # instead of _execute_transition("tap_explore_grid_item")
"""
# ── Screen sanity check: is this action possible here? ──
screen = self.goap.perceive()
available = screen.get("available_actions", [])
screen_type = screen["screen_type"]
# Map goal to the action that should be available
action_checks = {
"like": ["tap like button"],
"comment": ["tap comment button"],
"share": ["tap share button"],
"follow": ["tap follow button", "tap following button"],
}
for keyword, required_actions in action_checks.items():
if keyword in goal.lower():
# If ANY of the required actions are available, it's valid
if not any(req in available for req in required_actions):
logger.warning(
f"🚫 [GOAP] Cannot '{goal}' on {screen_type.value} "
f"({required_actions} not available on this screen)"
)
return False
return self.goap._execute_action(goal)

25
GramAddict/core/resonance_engine.py
View File

@@ -1,5 +1,6 @@
import logging
import math
import random
from typing import Optional
from colorama import Fore
@@ -334,11 +335,31 @@ class ResonanceEngine:
is_ui_junk = (
val.lower().startswith("go to")
or val.lower().startswith("tap to")
or val.lower().startswith("gehe zu")
or val.lower().startswith("tippe auf")
or "actions for this post" in val.lower()
or "aktionen für diesen beitrag" in val.lower()
)
blocked_exact = [
"reply",
"antworten",
"like",
"gefällt mir",
"view replies",
"antworten ansehen",
"see translation",
"übersetzung anzeigen",
"hide replies",
"antworten verbergen",
"view all comments",
"alle kommentare ansehen",
"send",
"absenden",
]
if val and len(val) > 2 and is_comment_node and not is_ui_junk:
if val.lower() not in ["reply", "like", "view replies", "see translation", "hide replies"]:
if val.lower() not in blocked_exact:
raw_comments.append(val)
except Exception as e:
logger.error(f"🧠 [Comment Learning] Failed to parse XML: {e}")
@@ -393,7 +414,7 @@ class ResonanceEngine:
logger.debug(f"DEBUG CONDENSER RAW: {response_text}")
# Parse json gracefully
if type(response_text) is str:
if isinstance(response_text, str):
clean_json = response_text.strip()
if clean_json.startswith("```json"):
clean_json = clean_json[7:]

6
GramAddict/core/screen_topology.py
View File

@@ -62,7 +62,13 @@ class ScreenTopology:
"press back": ScreenType.HOME_FEED,
},
ScreenType.OTHER_PROFILE: {
"press back": ScreenType.HOME_FEED,
},
ScreenType.POST_DETAIL: {
"tap home tab": ScreenType.HOME_FEED,
"tap explore tab": ScreenType.EXPLORE_GRID,
"tap profile tab": ScreenType.OWN_PROFILE,
"tap reels tab": ScreenType.REELS_FEED,
},
ScreenType.UNKNOWN: {
"tap home tab": ScreenType.HOME_FEED,

18
GramAddict/core/situational_awareness.py
View File

@@ -761,6 +761,24 @@ class SituationalAwarenessEngine:
logger.warning(f"🔍 [SAE] Obstacle detected: {situation.value} (attempt {attempt + 1}/{max_attempts})")
# ── O(1) Fast-Path for Foreign Apps ──
if situation == SituationType.OBSTACLE_FOREIGN_APP:
logger.warning("⚡ [SAE Fast-Path] Foreign App detected. Bypassing LLM and killing immediately.")
action = EscapeAction("kill_foreign_apps", reason="O(1) fast-path to eliminate foreign app")
self._execute_escape(action)
# Check if we recovered
post_xml = self.device.dump_hierarchy()
if self.perceive(post_xml) == SituationType.NORMAL:
logger.info("✅ [SAE Fast-Path] Foreign App cleared successfully!")
self._consecutive_failures = 0
return True
# If we didn't recover, log it and let the loop continue
logger.warning("⚠️ [SAE Fast-Path] kill_foreign_apps did not return to NORMAL. Retrying...")
self._consecutive_failures += 1
continue
# ── COMPRESS for memory lookup ──
compressed = self._compress_xml(xml_dump)

14
GramAddict/core/unfollow_engine.py
View File

@@ -65,6 +65,20 @@ def _run_zero_latency_unfollow_loop(
try:
xml_dump = device.dump_hierarchy()
# ── Perimeter Guard: Verify we're still inside Instagram ──
if xml_dump:
import re
unfollow_packages = set(re.findall(r'package="([^"]+)"', xml_dump))
unfollow_app_id = getattr(device, "app_id", "com.instagram.android")
if unfollow_packages and unfollow_app_id not in unfollow_packages:
logger.error(
f"🚨 [UnfollowLoop] FOREIGN APP DETECTED! Packages: {unfollow_packages}. Aborting loop."
)
device.press("back")
random_sleep(1.0, 1.5)
return "CONTEXT_LOST"
# Autonomously identify user rows via Semantic Extraction
telepathic = cognitive_stack.get("telepathic")
nodes = []

56
tests/core/test_action_memory_fast_path.py Normal file
View File

@@ -0,0 +1,56 @@
from GramAddict.core.perception.action_memory import ActionMemory
from GramAddict.core.perception.screen_identity import ScreenIdentity, ScreenType
def test_screen_identity_detects_other_profile_with_missing_header_container():
"""
RED: ScreenIdentity used to misclassify OTHER_PROFILE as UNKNOWN or POST_DETAIL
if `profile_header_container` was missing, even though `row_profile_header_imageview`
was present.
GREEN: We added row_profile_header_imageview and profile_tabs_container.
"""
identity = ScreenIdentity(bot_username="my_bot")
# Simulate a profile screen that is missing the main container but has the imageview
xml_dump = """<?xml version='1.0' encoding='UTF-8' standalone='yes' ?>
<hierarchy>
<node package="com.instagram.android" resource-id="com.instagram.android:id/row_profile_header_imageview" bounds="[0,0][100,100]" clickable="true"/>
<node package="com.instagram.android" resource-id="com.instagram.android:id/profile_tabs_container" bounds="[0,200][1080,300]"/>
<node package="com.instagram.android" resource-id="com.instagram.android:id/action_bar_title" text="justkay"/>
</hierarchy>
"""
result = identity.identify(xml_dump)
assert result["screen_type"] == ScreenType.OTHER_PROFILE
def test_action_memory_verifies_profile_navigation_in_o1_without_vlm(monkeypatch):
"""
RED: ActionMemory.verify_success used to fallback to VLM because navigating to a profile
caused a huge delta, but there was no explicit fast-path for 'profile', causing it
to hit `confidence < 0.95` and invoke `evaluator._query_vlm`.
GREEN: It now structurally verifies `profile_header_container` instantly.
"""
memory = ActionMemory()
class DummyDevice:
def get_screenshot_b64(self):
raise Exception("VLM SHOULD NOT BE CALLED!")
device = DummyDevice()
intent = "tap post username"
pre_xml = "<hierarchy><node/></hierarchy>"
# Post XML contains profile_header_container!
post_xml = "<hierarchy><node resource-id='com.instagram.android:id/profile_header_container'/></hierarchy>"
# If the fast-path works, it will return True instantly and NOT call get_screenshot_b64
success = memory.verify_success(
intent=intent,
pre_click_xml=pre_xml,
post_click_xml=post_xml,
device=device,
confidence=0.0, # low confidence triggers VLM fallback if fast-path is missing
)
assert success is True

51
tests/core/test_intent_resolver_multilingual.py Normal file
View File

@@ -0,0 +1,51 @@
from GramAddict.core.perception.intent_resolver import IntentResolver
from GramAddict.core.perception.spatial_parser import SpatialNode
def test_semantic_guard_allows_multilingual_follow_button():
"""
RED: The IntentResolver's Semantic Guard used to hard-filter for EXACT quotes.
If the plugin requested "tap 'Follow' button", but the UI was in German ("Abonnieren"),
the Semantic Guard would block it, causing the bot to never follow anyone.
GREEN: We added multilingual equivalents to the Semantic Guard logic.
"""
resolver = IntentResolver()
intent = "tap 'Follow' button"
# Create a node that represents a German follow button
german_node = SpatialNode(
resource_id="com.instagram.android:id/profile_header_follow_button",
content_desc="Abonnieren",
text="Abonnieren",
bounds=(0, 0, 100, 100),
)
# Run the resolver without a device (forces semantic/structural resolution, bypasses VLM)
result = resolver.resolve(intent, candidates=[german_node], device=None, screen_height=2000)
assert result is not None
assert result.text == "Abonnieren"
def test_semantic_guard_allows_multilingual_following_button():
"""
Ensures that "tap 'Following' button" resolves correctly for German UIs
("Abonniert", "Gefolgt", "Angefragt").
"""
resolver = IntentResolver()
intent = "tap 'Following' button"
# Create a node that represents a German "Following" button
german_node = SpatialNode(
resource_id="com.instagram.android:id/profile_header_follow_button",
content_desc="Abonniert",
text="Abonniert",
bounds=(0, 0, 100, 100),
)
result = resolver.resolve(intent, candidates=[german_node], device=None, screen_height=2000)
assert result is not None
assert result.text == "Abonniert"

2
tests/e2e/test_behavior_story_view.py
View File

@@ -41,7 +41,7 @@ def test_story_view_clicks_story_ring(make_real_device_with_image, e2e_configs,
# 3. goap verification post-click (xml_after)
# 4. Fallbacks/extras (xml_after, xml_after)
device = make_real_device_with_image(
"tests/fixtures/home_feed_with_ad.jpg", [xml_before, xml_before, xml_after, xml_after, xml_after]
"tests/fixtures/home_feed_with_ad.jpg", [xml_before, xml_after, xml_after, xml_after]
)
from GramAddict.core.session_state import SessionState

32
tests/e2e/test_sae_foreign_app_fastpath.py
View File

@@ -54,3 +54,35 @@ def test_sae_fast_path_handles_known_foreign_packages():
result = sae.perceive(xml)
assert result == expected, f"Package {pkg} was classified as {result.value}, expected {expected.value}!"
def test_sae_ensure_clear_screen_escapes_foreign_app_without_llm():
"""
If SAE perceives a FOREIGN_APP, ensure_clear_screen must immediately
execute a kill_foreign_apps action WITHOUT consulting the LLM.
"""
xml_foreign = load_fixture_xml("play_store_from_story_link.xml")
xml_normal = """<?xml version="1.0" encoding="utf-8"?>
<hierarchy rotation="0">
<node class="android.widget.FrameLayout" package="com.instagram.android"
bounds="[0,0][1080,2400]">
<node text="Instagram" class="android.widget.TextView" />
</node>
</hierarchy>"""
# device returns foreign first, then normal on next dump
device = E2EDeviceStub([xml_foreign, xml_normal])
SituationalAwarenessEngine.reset()
sae = SituationalAwarenessEngine(device)
# Patch _plan_escape_via_llm to raise an error if called!
def _mock_plan(*args, **kwargs):
raise AssertionError("LLM was called for FOREIGN_APP escape! This should be an O(1) fast-path.")
sae._plan_escape_via_llm = _mock_plan
result = sae.ensure_clear_screen(max_attempts=3)
assert result is True, "SAE failed to clear the foreign app screen"
assert "com.instagram.android" in device.app_starts, "SAE did not attempt to restart Instagram"

159
tests/e2e/test_system_goap_navigation.py
View File

@@ -24,11 +24,11 @@ import pytest
from GramAddict.core.perception.screen_identity import ScreenIdentity, ScreenType
from GramAddict.core.screen_topology import ScreenTopology
# ═══════════════════════════════════════════════════════════════════════
# Helpers
# ═══════════════════════════════════════════════════════════════════════
def _xml_with_ids(*resource_ids, selected_tab=None, texts=None, descs=None):
"""Build a minimal XML dump with given resource IDs."""
nodes = []
@@ -40,13 +40,13 @@ def _xml_with_ids(*resource_ids, selected_tab=None, texts=None, descs=None):
f'text="" content-desc="" clickable="true" selected="{selected}" '
f'bounds="[0,0][100,100]" />'
)
for text in (texts or []):
for text in texts or []:
nodes.append(
f'<node package="com.instagram.android" '
f'resource-id="" text="{text}" content-desc="" '
f'clickable="false" selected="false" bounds="[0,0][100,100]" />'
)
for desc in (descs or []):
for desc in descs or []:
nodes.append(
f'<node package="com.instagram.android" '
f'resource-id="" text="" content-desc="{desc}" '
@@ -71,20 +71,17 @@ class TestScreenIdentification:
self.si = ScreenIdentity(bot_username="testbot")
def test_home_feed_from_selected_tab(self):
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab",
selected_tab="feed_tab")
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab", selected_tab="feed_tab")
result = self.si.identify(xml)
assert result["screen_type"] == ScreenType.HOME_FEED
def test_explore_grid_from_selected_tab(self):
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab",
selected_tab="search_tab")
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab", selected_tab="search_tab")
result = self.si.identify(xml)
assert result["screen_type"] == ScreenType.EXPLORE_GRID
def test_reels_feed_from_selected_tab(self):
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab",
selected_tab="clips_tab")
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab", selected_tab="clips_tab")
result = self.si.identify(xml)
assert result["screen_type"] == ScreenType.REELS_FEED
@@ -95,16 +92,15 @@ class TestScreenIdentification:
assert result["screen_type"] == ScreenType.REELS_FEED
def test_own_profile_from_selected_tab(self):
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab",
"profile_header_container",
selected_tab="profile_tab")
xml = _xml_with_ids(
"feed_tab", "search_tab", "clips_tab", "profile_tab", "profile_header_container", selected_tab="profile_tab"
)
result = self.si.identify(xml)
assert result["screen_type"] == ScreenType.OWN_PROFILE
def test_other_profile_from_header_without_tab(self):
"""Other profile has header but profile_tab is NOT selected."""
xml = _xml_with_ids("profile_header_container", "feed_tab",
selected_tab="feed_tab")
xml = _xml_with_ids("profile_header_container", "feed_tab", selected_tab="feed_tab")
result = self.si.identify(xml)
assert result["screen_type"] == ScreenType.OTHER_PROFILE
@@ -146,9 +142,13 @@ class TestScreenIdentification:
def test_home_feed_has_feed_markers_with_action_bar(self):
"""HOME_FEED has row_feed_* markers AND main_feed_action_bar."""
xml = _xml_with_ids("row_feed_button_like", "row_feed_photo_profile_name",
"main_feed_action_bar", "feed_tab",
selected_tab="feed_tab")
xml = _xml_with_ids(
"row_feed_button_like",
"row_feed_photo_profile_name",
"main_feed_action_bar",
"feed_tab",
selected_tab="feed_tab",
)
result = self.si.identify(xml)
assert result["screen_type"] == ScreenType.HOME_FEED
@@ -177,8 +177,7 @@ class TestAvailableActions:
self.si = ScreenIdentity(bot_username="testbot")
def test_home_feed_has_all_tabs(self):
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab",
"direct_tab", selected_tab="feed_tab")
xml = _xml_with_ids("feed_tab", "search_tab", "clips_tab", "profile_tab", "direct_tab", selected_tab="feed_tab")
result = self.si.identify(xml)
actions = result["available_actions"]
assert "tap home tab" in actions
@@ -194,9 +193,7 @@ class TestAvailableActions:
assert "tap first post" in actions
def test_profile_has_following_list(self):
xml = _xml_with_ids("profile_header_container", "profile_tab",
selected_tab="profile_tab",
descs=["following"])
xml = _xml_with_ids("profile_header_container", "profile_tab", selected_tab="profile_tab", descs=["following"])
result = self.si.identify(xml)
actions = result["available_actions"]
assert "tap following list" in actions
@@ -246,8 +243,8 @@ class TestHDMapRouting:
assert route == []
def test_unreachable_returns_none(self):
"""POST_DETAIL has no outgoing edges → can't reach other screens."""
route = ScreenTopology.find_route(ScreenType.POST_DETAIL, ScreenType.DM_INBOX)
"""MODAL has no outgoing edges → can't reach other screens."""
route = ScreenTopology.find_route(ScreenType.MODAL, ScreenType.DM_INBOX)
assert route is None
def test_masked_edge_makes_route_none(self):
@@ -281,9 +278,7 @@ class TestHDMapRouting:
ScreenType.REELS_FEED,
avoid_actions=all_reels_actions,
)
assert route is None, (
f"Expected None (unreachable) but got route: {route}"
)
assert route is None, f"Expected None (unreachable) but got route: {route}"
# ═══════════════════════════════════════════════════════════════════════
@@ -318,10 +313,20 @@ class TestGoalMapping:
("comment on the post", None),
],
ids=[
"home_feed", "home_short", "explore", "explore_full",
"reels", "profile", "learn_profile", "messages",
"following_list", "post", "other_profile",
"like_non_nav", "follow_non_nav", "comment_non_nav",
"home_feed",
"home_short",
"explore",
"explore_full",
"reels",
"profile",
"learn_profile",
"messages",
"following_list",
"post",
"other_profile",
"like_non_nav",
"follow_non_nav",
"comment_non_nav",
],
)
def test_goal_mapping(self, goal, expected_screen):
@@ -381,14 +386,13 @@ class TestActionMasking:
avoid_actions = {"tap reels tab"}
# Step 1: Check if route exists without masking
route_clean = ScreenTopology.find_route(
ScreenType.HOME_FEED, ScreenType.REELS_FEED
)
route_clean = ScreenTopology.find_route(ScreenType.HOME_FEED, ScreenType.REELS_FEED)
assert route_clean is not None, "Route should exist without masking"
# Step 2: Check if route exists WITH masking
route_masked = ScreenTopology.find_route(
ScreenType.HOME_FEED, ScreenType.REELS_FEED,
ScreenType.HOME_FEED,
ScreenType.REELS_FEED,
avoid_actions=avoid_actions,
)
@@ -415,57 +419,40 @@ class TestGoalAchievement:
def setup_method(self):
from GramAddict.core.navigation.planner import GoalPlanner
self.planner = GoalPlanner(username="testbot")
def test_open_explore_achieved_on_explore(self):
assert self.planner._is_goal_achieved(
"open explore", ScreenType.EXPLORE_GRID, {}
) is True
assert self.planner._is_goal_achieved("open explore", ScreenType.EXPLORE_GRID, {}) is True
def test_open_explore_not_achieved_on_home(self):
assert self.planner._is_goal_achieved(
"open explore", ScreenType.HOME_FEED, {}
) is False
assert self.planner._is_goal_achieved("open explore", ScreenType.HOME_FEED, {}) is False
def test_open_reels_achieved_on_reels(self):
assert self.planner._is_goal_achieved(
"open reels", ScreenType.REELS_FEED, {}
) is True
assert self.planner._is_goal_achieved("open reels", ScreenType.REELS_FEED, {}) is True
def test_open_reels_not_achieved_on_explore(self):
"""
Production bug 2026-05-02: Bot tapped 'reels tab' but
landed on EXPLORE_GRID. Goal must NOT be achieved.
"""
assert self.planner._is_goal_achieved(
"open reels", ScreenType.EXPLORE_GRID, {}
) is False
assert self.planner._is_goal_achieved("open reels", ScreenType.EXPLORE_GRID, {}) is False
def test_like_achieved_when_context_is_liked(self):
assert self.planner._is_goal_achieved(
"like a post", ScreenType.POST_DETAIL, {"is_liked": True}
) is True
assert self.planner._is_goal_achieved("like a post", ScreenType.POST_DETAIL, {"is_liked": True}) is True
def test_like_not_achieved_when_not_liked(self):
assert self.planner._is_goal_achieved(
"like a post", ScreenType.POST_DETAIL, {"is_liked": False}
) is False
assert self.planner._is_goal_achieved("like a post", ScreenType.POST_DETAIL, {"is_liked": False}) is False
def test_view_profile_achieved_on_own_profile(self):
assert self.planner._is_goal_achieved(
"view profile", ScreenType.OWN_PROFILE, {}
) is True
assert self.planner._is_goal_achieved("view profile", ScreenType.OWN_PROFILE, {}) is True
def test_view_profile_achieved_on_other_profile(self):
assert self.planner._is_goal_achieved(
"view profile", ScreenType.OTHER_PROFILE, {}
) is True
assert self.planner._is_goal_achieved("view profile", ScreenType.OTHER_PROFILE, {}) is True
def test_non_navigation_goal_not_achieved_by_screen(self):
"""Goals like 'follow the user' are NOT achieved by just being on a screen."""
assert self.planner._is_goal_achieved(
"follow the user", ScreenType.OTHER_PROFILE, {}
) is False
assert self.planner._is_goal_achieved("follow the user", ScreenType.OTHER_PROFILE, {}) is False
# ═══════════════════════════════════════════════════════════════════════
@@ -482,28 +469,18 @@ class TestStructuralActionProtection:
"""Tests that HD Map actions are never permanently poisoned."""
def test_tap_reels_tab_is_structural_on_home(self):
assert ScreenTopology.is_structural_action(
ScreenType.HOME_FEED, "tap reels tab"
) is True
assert ScreenTopology.is_structural_action(ScreenType.HOME_FEED, "tap reels tab") is True
def test_tap_profile_tab_is_structural_on_explore(self):
assert ScreenTopology.is_structural_action(
ScreenType.EXPLORE_GRID, "tap profile tab"
) is True
assert ScreenTopology.is_structural_action(ScreenType.EXPLORE_GRID, "tap profile tab") is True
def test_random_action_is_not_structural(self):
assert ScreenTopology.is_structural_action(
ScreenType.HOME_FEED, "like this post"
) is False
assert ScreenTopology.is_structural_action(ScreenType.HOME_FEED, "like this post") is False
def test_structural_on_wrong_screen_is_false(self):
"""'tap following list' is structural on OWN_PROFILE, not on HOME_FEED."""
assert ScreenTopology.is_structural_action(
ScreenType.HOME_FEED, "tap following list"
) is False
assert ScreenTopology.is_structural_action(
ScreenType.OWN_PROFILE, "tap following list"
) is True
assert ScreenTopology.is_structural_action(ScreenType.HOME_FEED, "tap following list") is False
assert ScreenTopology.is_structural_action(ScreenType.OWN_PROFILE, "tap following list") is True
# ═══════════════════════════════════════════════════════════════════════
@@ -520,15 +497,11 @@ class TestStepValidation:
"""Tests expected_screen_for_action validation."""
def test_tap_reels_tab_from_home_expects_reels(self):
expected = ScreenTopology.expected_screen_for_action(
"tap reels tab", ScreenType.HOME_FEED
)
expected = ScreenTopology.expected_screen_for_action("tap reels tab", ScreenType.HOME_FEED)
assert expected == ScreenType.REELS_FEED
def test_tap_explore_tab_from_home_expects_explore(self):
expected = ScreenTopology.expected_screen_for_action(
"tap explore tab", ScreenType.HOME_FEED
)
expected = ScreenTopology.expected_screen_for_action("tap explore tab", ScreenType.HOME_FEED)
assert expected == ScreenType.EXPLORE_GRID
def test_tap_reels_tab_landing_on_explore_is_failure(self):
@@ -536,20 +509,22 @@ class TestStepValidation:
Production bug 2026-05-02: Bot tapped 'reels tab' but
landed on EXPLORE_GRID. This must be detected as a failure.
"""
expected = ScreenTopology.expected_screen_for_action(
"tap reels tab", ScreenType.HOME_FEED
)
expected = ScreenTopology.expected_screen_for_action("tap reels tab", ScreenType.HOME_FEED)
actual = ScreenType.EXPLORE_GRID
assert expected != actual, "Reels tab landing on Explore must be a mismatch!"
def test_unknown_action_returns_none(self):
expected = ScreenTopology.expected_screen_for_action(
"like this post", ScreenType.HOME_FEED
)
expected = ScreenTopology.expected_screen_for_action("like this post", ScreenType.HOME_FEED)
assert expected is None
def test_press_back_from_follow_list_expects_profile(self):
expected = ScreenTopology.expected_screen_for_action(
"press back", ScreenType.FOLLOW_LIST
)
expected = ScreenTopology.expected_screen_for_action("press back", ScreenType.FOLLOW_LIST)
assert expected == ScreenType.OWN_PROFILE
def test_other_profile_to_home_feed_routing_uses_back_press(self):
# We removed 'tap home tab' from OTHER_PROFILE because it doesn't exist.
route = ScreenTopology.find_route(ScreenType.OTHER_PROFILE, ScreenType.HOME_FEED)
assert route is not None
assert len(route) == 1
assert route[0][0] == "press back"
assert route[0][1] == ScreenType.HOME_FEED

22
tests/e2e/test_system_llm_perception.py
View File

@@ -915,3 +915,25 @@ class TestVerifySuccessStructuralDelta:
result = memory.verify_success("like", pre_click_xml=pre_xml, post_click_xml=post_xml)
assert result is False
def test_semantic_evaluator_malformed_json_fallback(self):
"""TDD Test to ensure malformed JSON without closing braces is handled automatically without regex."""
from GramAddict.core.perception.semantic_evaluator import SemanticEvaluator
evaluator = SemanticEvaluator()
# Override the VLM query to return a truncated JSON string (like an LLM out of tokens)
evaluator._query_vlm = (
lambda prompt, img: '{\n "should_like": true,\n "should_comment": false,\n "is_ad": false'
)
class MockDevice:
def get_screenshot_b64(self):
return "dummy_b64"
result = evaluator.evaluate_post_vibe(MockDevice(), ["test"])
assert result is not None
assert result["should_like"] is True
assert result["should_comment"] is False
assert result["is_ad"] is False