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community_8_modules_autonomous_daemon
grisun0 edited this page Oct 31, 2026
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Community 8 | 42 files | cohesion 0.49
This community groups 42 file(s) rooted at tests with dominant language py (cohesion 0.49). Central symbols: ActionCategory, ActionDecision, AdversarySelector, Anchor, ApprovalDecision, ApprovalGate, ApprovalOutcome, ApprovalRequest. Core file: skills/autonomous_daemon.py (157 symbols). Documented purpose: Global asset truth store joined to per-task exploration chains. Ports the LAZY dual-graph contract. Asset nodes deduplicate by a computed key. Exploration node.
| File | Language | Layer | Symbols | Doc |
|---|---|---|---|---|
tests/test_autonomous_replay.py |
py | testing | 18 | yes |
tests/test_chain_selector.py |
py | testing | 12 | yes |
tests/test_daemon_control.py |
py | testing | 29 | yes |
tests/test_detection_dampening.py |
py | testing | 5 | yes |
tests/test_detection_feed.py |
py | testing | 19 | yes |
| File | Language | Layer | Symbols | Doc |
|---|---|---|---|---|
modules/asset_graph.py |
py | utility | 17 | yes |
modules/chain_match.py |
py | utility | 7 | yes |
modules/detection_feed.py |
py | utility | 13 | yes |
modules/detection_oracle.py |
py | utility | 18 | yes |
modules/engage_summary.py |
py | utility | 8 | yes |
| File | Language | Layer | Symbols | Doc |
|---|---|---|---|---|
modules/selection/__init__.py |
py | utility | 0 | yes |
modules/selection/adversary.py |
py | utility | 6 | yes |
modules/selection/atomic.py |
py | utility | 2 | yes |
modules/selection/base.py |
py | utility | 4 | yes |
modules/selection/chain.py |
py | utility | 3 | yes |
| File | Language | Layer | Symbols | Doc |
|---|---|---|---|---|
skills/autonomous_daemon.py |
py | utility | 157 | yes |
skills/autonomous_replay.py |
py | utility | 19 | yes |
skills/daemon_control.py |
py | utility | 27 | yes |
skills/lazyown_policy.py |
py | business_logic | 126 | yes |
| File | Language | Layer | Symbols | Doc |
|---|---|---|---|---|
skills/tests/test_autonomous_daemon.py |
py | testing | 88 | yes |
... and 22 more files in this community.
-
GraphConfig(class,modules/asset_graph.py:17)class GraphConfig- Centralized constants for graph behavior. -
asset_key(function,modules/asset_graph.py:28)def asset_key(asset_type, value, parent_key)- Compute the stable deduplication key for an asset. -
AssetNode(class,modules/asset_graph.py:36)class AssetNode- Single truth asset in the global graph. -
ExplorationNode(class,modules/asset_graph.py:50)class ExplorationNode- Single step in a task exploration chain. -
Anchor(class,modules/asset_graph.py:63)class Anchor- Join between an exploration node and an asset node. -
AssetGraph(class,modules/asset_graph.py:70)class AssetGraph- Thread-safe dual graph with bidirectional anchor lookup. -
__init__(method,modules/asset_graph.py:73)def __init__(self, config)- Initialize empty graphs and anchor indexes. -
upsert_asset(method,modules/asset_graph.py:82)def upsert_asset(self, asset_type, value, parent_key, company)- Insert or refresh an asset and return the canonical node. -
add_node(method,modules/asset_graph.py:108)def add_node(self, task_id, kind, text, parent_id, payload)- Append an exploration node to a task chain. -
add_fact(method,modules/asset_graph.py:123)def add_fact(self, task_id, text, parent_id, payload)- Append a fact node to a task chain. -
add_finding(method,modules/asset_graph.py:128)def add_finding(self, task_id, text, parent_id, payload)- Append a finding node to a task chain. -
anchor(method,modules/asset_graph.py:133)def anchor(self, exploration_id, key)- Link an exploration node to an asset key. -
assets_for_node(method,modules/asset_graph.py:145)def assets_for_node(self, exploration_id)- List assets anchored to one exploration node. -
nodes_for_asset(method,modules/asset_graph.py:151)def nodes_for_asset(self, key)- List exploration nodes anchored to one asset. -
coverage(method,modules/asset_graph.py:157)def coverage(self, task_id)- Report tested versus total assets for a task. -
mirror_to_campaign(method,modules/asset_graph.py:170)def mirror_to_campaign(self, db, world_model, workspace_id)- Mirror graph assets into the campaign database and world model. -
coverage_for(function,modules/asset_graph.py:214)def coverage_for(db, workspace_id, scope)- Report tested scope assets versus total scope from the campaign db. -
normalize_tags(function,modules/chain_match.py:49)def normalize_tags(tags)- Return a chain's tags lowercased and aliased to the shared vocabulary. -
service_tokens(function,modules/chain_match.py:65)def service_tokens(services)- Normalise discovered service names into the chain tag vocabulary. -
platform_ok(function,modules/chain_match.py:75)def platform_ok(platforms, os_hint)- Return True when a chain's platforms admit the target OS hint. -
score(function,modules/chain_match.py:86)def score(tags, phase, svc_tokens)- Score one chain's tags for the phase and discovered services. -
reset_cache(function,modules/chain_match.py:101)def reset_cache()- Clear the process-wide registry scan cache (tests, long-lived loops). -
load_rows(function,modules/chain_match.py:109)def load_rows(allow_lab, ttl)- Return enabled, valid, non-lab chain rows, cached for the TTL. -
best_chain(function,modules/chain_match.py:139)def best_chain(phase, os_hint, services, exclude, allow_lab, rows, ttl)- Return the(name, reason)of the best matching chain, or None. -
FeedResult(class,modules/detection_feed.py:64)class FeedResult- Result of a feed update operation. -
DetectionFeed(class,modules/detection_feed.py:73)class DetectionFeed- Fetches and adjusts detection rules from external sources. -
__init__(method,modules/detection_feed.py:83)def __init__(self, cache_dir, sources) -
update_rules(method,modules/detection_feed.py:92)def update_rules(self, source)- Download and parse rules from the given source. -
_parse_sigma_feed(method,modules/detection_feed.py:125)def _parse_sigma_feed(self, text)- Parse raw Sigma YAML text into SigmaRule objects. -
_extract_log_source(method,modules/detection_feed.py:172)def _extract_log_source(self, doc)
- Internal resolved imports (EXTRACTED): 230
- Cross-boundary resolved imports (EXTRACTED): 181
- [EXTRACTED] depends_on community 1 <-> 8 (strength 0.9): Extracted import edge crosses communities: cli/commands/daemon_ctl.py imports skills/daemon_control.py.
- [cycle]
core/config.py->core/payload_schema.py->modules/llm_factory.py->modules/llm_orchestrator.py->modules/lazy_engine.py->modules/lazy_loop.py->modules/loop_triggers.py->modules/trigger_policy.py->modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->modules/planner.py->modules/playbook_engine.py->modules/emulation_runner.py->modules/atomic_exploit_bridge.py->core/config.py - [cycle]
core/config.py->core/payload_schema.py->modules/llm_factory.py->modules/llm_orchestrator.py->modules/lazy_engine.py->modules/lazy_loop.py->modules/loop_triggers.py->modules/trigger_policy.py->modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->modules/reactive_engine.py->core/config.py - [cycle]
core/config.py->core/payload_schema.py->modules/llm_factory.py->modules/llm_orchestrator.py->modules/lazy_engine.py->modules/lazy_loop.py->modules/loop_triggers.py->modules/trigger_policy.py->modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->core/config.py - [cycle]
core/config.py->core/payload_schema.py->modules/llm_factory.py->modules/llm_orchestrator.py->modules/lazy_engine.py->modules/lazy_loop.py->modules/loop_triggers.py->modules/trigger_policy.py->modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->core/config.py - [cycle]
core/config.py->core/payload_schema.py->modules/llm_factory.py->modules/llm_orchestrator.py->modules/lazy_engine.py->modules/lazy_loop.py->modules/loop_triggers.py->modules/trigger_policy.py->modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->core/config.py - [cycle]
modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->modules/sinks/findings.py->modules/orchestrator_config.py - [cycle]
modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->modules/orchestrator_config.py - [cycle]
skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->skills/swan_agent.py->skills/hive_mind.py - [cycle]
skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->skills/swan_agent.py->skills/lazyown_groq_agents.py - [cycle]
modules/detection_oracle.py->modules/detection_feed.py->modules/detection_oracle.py - [cycle]
skills/lazyown_mcp.py->skills/autonomous_daemon.py->skills/lazyown_mcp.py - [cycle]
skills/autonomous_daemon.py->modules/pipeline_engine.py->skills/autonomous_daemon.py - [layer strict]
tests/integration_autonomous_flow.py(testing) ->modules/moe_router.py(presentation) - [layer strict]
tests/test_moe_rl_swan.py(testing) ->modules/moe_router.py(presentation) - [layer strict]
tests/test_moe_rl_swan.py(testing) ->modules/moe_router.py(presentation)
- Can the cycle
core/config.py->core/payload_schema.py->modules/llm_factory.py->modules/llm_orchestrator.py->modules/lazy_engine.py->modules/lazy_loop.py->modules/loop_triggers.py->modules/trigger_policy.py->modules/orchestrator_config.py->modules/auto_registry.py->modules/lazy_orchestrator_feedback.py->modules/lazy_intel.py->modules/mediation/__init__.py->modules/mediation/contracts.py->modules/mediation/hub.py->modules/mediation/telemetry_mediator.py->modules/loop_ai_bridge.py->skills/hive_mind.py->skills/lazyown_groq_agents.py->skills/lazyown_mcp.py->skills/autonomous_daemon.py->modules/planner.py->modules/playbook_engine.py->modules/emulation_runner.py->modules/atomic_exploit_bridge.pybe broken with an interface? - What would break if the most connected file in modules: autonomous_daemon changed?
- Should modules: autonomous_daemon be split, given cohesion 0.49?
modules/asset_graph.pymodules/chain_match.pymodules/detection_feed.pymodules/detection_oracle.pymodules/engage_summary.pymodules/enrich.pymodules/evidence.pymodules/goals.pymodules/moe_router.pymodules/rl_trainer.pymodules/selection/__init__.pymodules/selection/adversary.pymodules/selection/atomic.pymodules/selection/base.pymodules/selection/chain.pymodules/selection/cred_spray.pymodules/selection/intel.pymodules/selection/playbook.pymodules/selection/registry.pymodules/toolset.py- ... and 22 more
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