docs: document additional LS services, memory system, cascade configurations, supercomplete features, and browser automation policies.
This commit is contained in:
Nikketryhard
@@ -505,6 +505,76 @@ Team/organization management. Handles licensing, seats, credits.
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- `UpdateCascadeWebSearchEnabled` — toggle web search
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- `SetUserApiProviderKey` — BYOK key management
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### AnalyticsService (7+ methods)
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Separate analytics service for recording telemetry and training data.
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```
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BatchRecordCompletions
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BatchRecordPrompts
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RecordCommandUsage
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RecordCompletions
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RecordContextToPrompt
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RecordCortexTrajectory
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RecordCortexTrajectoryStep
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```
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**Notable:** Distinct from `ApiServerService.Record*` — likely a dedicated analytics pipeline.
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### UserAnalyticsService (5+ methods)
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Per-user analytics dashboard service.
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```
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Analytics
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CascadeAnalytics
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GetAnalytics
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GetPreferredTimeZone
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UserPageAnalytics
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```
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### KnowledgeBaseService (17+ methods)
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Enterprise knowledge base with multi-source ingestion. Uses OpenSearch backend.
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```
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AddGithubUsers
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AddUsers
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CancelKnowledgeBaseJobs
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ConnectKnowledgeBaseAccount
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DeleteKnowledgeBaseConnection
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ForwardSlackPayload
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GetConnectorInternalConfig
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GetKnowledgeBaseConnectorState
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GetKnowledgeBaseItemsFromScopeItems
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GetKnowledgeBaseJobStates
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GetKnowledgeBaseScopeItems
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GetKnowledgeBaseWebhookUrl
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IngestGithubData
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IngestGoogleDriveData
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IngestJiraData
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IngestJiraPayload
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IngestSlackData
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IngestSlackPayload
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KnowledgeBaseSearch
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UpdateConnectorConfig
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```
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**Key insight:** Supports ingesting from **GitHub**, **Google Drive**, **Jira**, and **Slack** — full enterprise knowledge integration.
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### CodeIndexService (4+ methods)
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Code search and indexing. Uses OpenSearch for hybrid vector+keyword search.
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```
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GraphSearch
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HybridSearch
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OpenSearchAddRepository
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OpenSearchGetIndex
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```
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**Notable:** `GraphSearch` suggests code graph traversal, `HybridSearch` combines vector embeddings with keyword matching.
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### ModelManagementService (8 methods)
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Self-hosted model management for hybrid deployments.
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@@ -935,6 +1005,539 @@ https://iamcredentials.googleapis.com/v1/ ← Service account impersonation
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---
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## Memory & Brain System
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The LS has a sophisticated memory system that persists across conversations.
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### Memory Sources
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```
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MEMORY_SOURCE_UNSPECIFIED
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MEMORY_SOURCE_USER — manually created by user
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MEMORY_SOURCE_CASCADE — extracted from cascade conversations
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MEMORY_SOURCE_AUTO_CASCADE — automatically generated from cascades
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```
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### Memory Triggers
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```
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MEMORY_TRIGGER_UNSPECIFIED
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MEMORY_TRIGGER_ALWAYS_ON — always active
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MEMORY_TRIGGER_GLOB — glob pattern match on file paths
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MEMORY_TRIGGER_MANUAL — only when explicitly invoked
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MEMORY_TRIGGER_MODEL_DECISION — model decides when to use
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```
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### Memory Actions
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```
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MEMORY_ACTION_TYPE_UNSPECIFIED
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MEMORY_ACTION_TYPE_CREATE
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MEMORY_ACTION_TYPE_UPDATE
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MEMORY_ACTION_TYPE_DELETE
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```
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### Brain Entry Types
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```
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BRAIN_ENTRY_TYPE_UNSPECIFIED
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BRAIN_ENTRY_TYPE_PLAN — implementation plans
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BRAIN_ENTRY_TYPE_TASK — task checklists
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```
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### Brain Update Triggers
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```
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BRAIN_UPDATE_TRIGGER_UNSPECIFIED
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BRAIN_UPDATE_TRIGGER_USER_REQUESTED — user explicitly asks
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BRAIN_UPDATE_TRIGGER_USER_NEW_INFO — user provides new info
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BRAIN_UPDATE_TRIGGER_RESEARCH_NEW_INFO — research discovers new info
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BRAIN_UPDATE_TRIGGER_SYSTEM_FORCED — system-initiated update
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```
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### Brain Filter Strategies
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```
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BRAIN_FILTER_STRATEGY_UNSPECIFIED
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BRAIN_FILTER_STRATEGY_NO_MEMORIES — exclude all memories
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BRAIN_FILTER_STRATEGY_NO_SYSTEM_INJECTED_STEPS — exclude system steps
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```
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---
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## Expanded Cascade Configuration Keys
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Full list of all cascade config keys extracted from binary (60+ keys):
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### Core Behavior
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```
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CASCADE_ENFORCE_QUOTA — quota enforcement toggle
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CASCADE_BASE_MODEL_ID — default model selection
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CASCADE_DEFAULT_MODEL_OVERRIDE — model override
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CASCADE_GLOBAL_CONFIG_OVERRIDE — global cascade config
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CASCADE_MEMORY_CONFIG_OVERRIDE — memory subsystem config
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CASCADE_PLAN_BASED_CONFIG_OVERRIDE — planner config
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CASCADE_FREE_CONFIG_OVERRIDE — free-tier config
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```
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### Tool Access
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```
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CASCADE_ENABLE_MCP_TOOLS — MCP tool use
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CASCADE_ANTIGRAVITY_BROWSER_TOOLS_ENABLED
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CASCADE_ENABLE_PROXY_WEB_SERVER — proxy web server
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CASCADE_ENABLE_IDE_TERMINAL_EXECUTION
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CASCADE_VIEW_FILE_TOOL_CONFIG_OVERRIDE
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CASCADE_USE_REPLACE_CONTENT_EDIT_TOOL
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```
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### Web Search
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```
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CASCADE_WEB_SEARCH_TOOL_ENABLED
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CASCADE_WEB_SEARCH_TOOL_DISABLED
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CASCADE_WEB_SEARCH_TOOL_UNSPECIFIED
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CASCADE_WEB_APP_DEPLOYMENTS_ENABLED
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```
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### Extension Code Execution
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```
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CASCADE_RUN_EXTENSION_CODE_ENABLED
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CASCADE_RUN_EXTENSION_CODE_DISABLED
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CASCADE_RUN_EXTENSION_CODE_ONLY
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CASCADE_RUN_EXTENSION_CODE_AUTO_RUN_ENABLED
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CASCADE_RUN_EXTENSION_CODE_AUTO_RUN_MODEL_DECIDES
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CASCADE_RUN_EXTENSION_CODE_AUTO_RUN_UNSPECIFIED
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```
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### Command Auto-Execution Policy
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```
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CASCADE_COMMANDS_AUTO_EXECUTION_UNSPECIFIED
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CASCADE_COMMANDS_AUTO_EXECUTION_OFF — always ask
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CASCADE_COMMANDS_AUTO_EXECUTION_AUTO — auto-run safe commands
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CASCADE_COMMANDS_AUTO_EXECUTION_EAGER — auto-run most commands
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```
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### Memory & Learning
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```
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CASCADE_ENABLE_AUTOMATED_MEMORIES — auto-generate memories
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CASCADE_USER_MEMORIES_IN_SYS_PROMPT
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CASCADE_ENABLE_CUSTOM_RECIPES
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CASCADE_BACKGROUND_RESEARCH_CONFIG_OVERRIDE
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CASCADE_USE_EXPERIMENT_CHECKPOINTER
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CASCADE_USE_SUBAGENT_CHECKPOINTER
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```
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### Autocomplete & Input
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```
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CASCADE_INPUT_AUTOCOMPLETE_ENABLED
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CASCADE_INPUT_AUTOCOMPLETE_DISABLED
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CASCADE_INPUT_AUTOCOMPLETE_UNSPECIFIED
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CASCADE_RECIPES_AT_MENTION_VISIBILITY
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```
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### Run Status
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```
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CASCADE_RUN_STATUS_UNSPECIFIED
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CASCADE_RUN_STATUS_IDLE
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CASCADE_RUN_STATUS_BUSY
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CASCADE_RUN_STATUS_RUNNING
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CASCADE_RUN_STATUS_CANCELING
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```
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### Edit Importance (for code diffs)
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```
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CASCADE_EDIT_IMPORTANCE_UNSPECIFIED
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CASCADE_EDIT_IMPORTANCE_LOW
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CASCADE_EDIT_IMPORTANCE_MEDIUM
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CASCADE_EDIT_IMPORTANCE_HIGH
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```
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### Seat Types
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```
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CASCADE_SEAT_TYPE_UNSPECIFIED
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CASCADE_SEAT_TYPE_ENTRY — entry tier
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CASCADE_SEAT_TYPE_STANDARD — standard tier
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```
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---
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## Supercomplete (Tab Completion) System
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The "Supercomplete" system powers multi-line tab completions, distinct from basic autocomplete.
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### Trigger Conditions
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```
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SUPERCOMPLETE_TRIGGER_CONDITION_UNSPECIFIED
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SUPERCOMPLETE_TRIGGER_CONDITION_TYPING
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SUPERCOMPLETE_TRIGGER_CONDITION_AUTOCOMPLETE_ACCEPT
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SUPERCOMPLETE_TRIGGER_CONDITION_AUTOCOMPLETE_PREDICTIVE
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SUPERCOMPLETE_TRIGGER_CONDITION_SUPERCOMPLETE_ACCEPT
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SUPERCOMPLETE_TRIGGER_CONDITION_SUPERCOMPLETE_PREDICTIVE
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SUPERCOMPLETE_TRIGGER_CONDITION_TAB_JUMP_ACCEPT
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SUPERCOMPLETE_TRIGGER_CONDITION_TAB_JUMP_EDIT
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SUPERCOMPLETE_TRIGGER_CONDITION_TAB_JUMP_PREDICTIVE
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SUPERCOMPLETE_TRIGGER_CONDITION_CURSOR_LINE_NAVIGATION
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SUPERCOMPLETE_TRIGGER_CONDITION_FORCED
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```
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### Filters
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```
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SUPERCOMPLETE_FILTER_PREFIX_MATCH
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SUPERCOMPLETE_FILTER_SUFFIX_MATCH
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SUPERCOMPLETE_FILTER_INSERTION_CAP
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SUPERCOMPLETE_FILTER_DELETION_CAP
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SUPERCOMPLETE_FILTER_NO_OP
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SUPERCOMPLETE_FILTER_REVERT
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SUPERCOMPLETE_FILTER_PREVIOUSLY_SHOWN
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SUPERCOMPLETE_FILTER_WHITESPACE_ONLY
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SUPERCOMPLETE_FILTER_SCORE_THRESHOLD
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```
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### Config Keys
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```
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SUPERCOMPLETE_TEMPERATURE
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SUPERCOMPLETE_MODEL_CONFIG
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SUPERCOMPLETE_LINE_RADIUS
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SUPERCOMPLETE_MIN_SCORE
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SUPERCOMPLETE_MAX_INSERTIONS
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SUPERCOMPLETE_MAX_DELETIONS
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SUPERCOMPLETE_MAX_TRAJECTORY_STEPS
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SUPERCOMPLETE_MAX_TRAJECTORY_STEP_SIZE
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SUPERCOMPLETE_MAX_CONCURRENT_REQUESTS
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SUPERCOMPLETE_FAST_DEBOUNCE
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SUPERCOMPLETE_REGULAR_DEBOUNCE
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SUPERCOMPLETE_RECENT_STEPS_DURATION
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SUPERCOMPLETE_USE_CODE_DIAGNOSTICS
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SUPERCOMPLETE_CODE_DIAGNOSTICS_TOP_K
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SUPERCOMPLETE_DIAGNOSTIC_SEVERITY_THRESHOLD
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SUPERCOMPLETE_DISABLE_TYPING_CACHE
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SUPERCOMPLETE_DONT_FILTER_MID_STREAMED
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SUPERCOMPLETE_ALWAYS_USE_CACHE_ON_EQUAL_STATE
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SUPERCOMPLETE_CACHE_ON_PARENT_ID_KILL_SWITCH
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SUPERCOMPLETE_ON_ACCEPT_ONLY
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SUPERCOMPLETE_PRUNE_RESPONSE
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SUPERCOMPLETE_PRUNE_MAX_INSERT_DELETE_LINE_DELTA
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SUPERCOMPLETE_INLINE_PURE_DELETE
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SUPERCOMPLETE_INLINE_RICH_GHOST_TEXT_INSERTIONS
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SUPERCOMPLETE_USE_CURRENT_LINE
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SUPERCOMPLETE_NO_ACTIVE_NODE
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```
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### Tab Jump (Cursor Navigation)
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```
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TAB_JUMP_ENABLED
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TAB_JUMP_LINE_RADIUS
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TAB_JUMP_CUMULATIVE_PROMPT_CONFIG
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TAB_JUMP_FILTER_IN_SELECTION
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TAB_JUMP_FILTER_INSERTION_CAP
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TAB_JUMP_FILTER_DELETION_CAP
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TAB_JUMP_FILTER_SCORE_THRESHOLD
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TAB_JUMP_FILTER_WHITESPACE_ONLY
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TAB_JUMP_FILTER_NO_OP
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TAB_JUMP_FILTER_REVERT
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TAB_JUMP_STOP_TOKEN_MIDSTREAM
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TAB_JUMP_ON_ACCEPT_ONLY
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TAB_JUMP_PRUNE_RESPONSE
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TAB_JUMP_PRUNE_MAX_INSERT_DELETE_LINE_DELTA
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TAB_JUMP_MIN_FILTER_RADIUS
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```
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---
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## Browser Automation Policies
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### JS Execution Policy (user can control)
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```
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BROWSER_JS_EXECUTION_POLICY_UNSPECIFIED
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BROWSER_JS_EXECUTION_POLICY_ALWAYS_ASK
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BROWSER_JS_EXECUTION_POLICY_MODEL_DECIDES
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BROWSER_JS_EXECUTION_POLICY_TURBO — never ask
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BROWSER_JS_EXECUTION_POLICY_DISABLED
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```
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### JS Auto-Run Policy (cascade-level)
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```
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BROWSER_JS_AUTO_RUN_POLICY_UNSPECIFIED
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BROWSER_JS_AUTO_RUN_POLICY_ENABLED
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BROWSER_JS_AUTO_RUN_POLICY_DISABLED
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BROWSER_JS_AUTO_RUN_POLICY_MODEL_DECIDES
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```
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### Browser Subagent Mode
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```
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BROWSER_SUBAGENT_MODE_UNSPECIFIED
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BROWSER_SUBAGENT_MODE_MAIN_AGENT_ONLY
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BROWSER_SUBAGENT_MODE_SUBAGENT_ONLY
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BROWSER_SUBAGENT_MODE_SUBAGENT_PRIMARILY
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BROWSER_SUBAGENT_MODE_BOTH_AGENTS
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```
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### Tool Set Mode (input/output level)
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```
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BROWSER_TOOL_SET_MODE_UNSPECIFIED
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BROWSER_TOOL_SET_MODE_ALL_TOOLS
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BROWSER_TOOL_SET_MODE_PIXEL_ONLY
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BROWSER_TOOL_SET_MODE_ALL_INPUT_PIXEL_OUTPUT
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```
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### Ephemeral Options (what gets captured)
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```
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BROWSER_EPHEMERAL_OPTION_UNSPECIFIED
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BROWSER_EPHEMERAL_OPTION_DOM
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BROWSER_EPHEMERAL_OPTION_SCREENSHOT
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```
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### Action Waiting Reasons
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```
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BROWSER_ACTION_WAITING_REASON_UNSPECIFIED
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BROWSER_ACTION_WAITING_REASON_PAGE_ACCESS
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BROWSER_ACTION_WAITING_REASON_ACTION_PERMISSION
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BROWSER_ACTION_WAITING_REASON_PAGE_ACCESS_AND_ACTION_PERMISSION
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```
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### Installation Status
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```
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BROWSER_INSTALLATION_STATUS_UNSPECIFIED
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BROWSER_INSTALLATION_STATUS_NOT_INSTALLED
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BROWSER_INSTALLATION_STATUS_IN_PROGRESS
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BROWSER_INSTALLATION_STATUS_COMPLETE
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BROWSER_INSTALLATION_STATUS_ERROR
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```
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---
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## Sandbox System (macOS Seatbelt)
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The LS includes a `sandbox-wrapper.sh` that sandboxes command execution on macOS using Apple's Seatbelt framework.
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### Key Behaviors
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- **File writes**: Denied by default, allowed only to workspace dir and `/tmp`
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- **Network**: Denied unless `--allow-network` flag is passed
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- **Gitignore**: Reads `.gitignore` and `.agyignore` to deny access to ignored files
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- **Process isolation**: Uses `sandbox-exec` with a generated Seatbelt profile
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- **Violation detection**: Detects "Operation not permitted" errors and suggests disabling sandbox
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### `.agyignore` File
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Custom ignore file (like `.gitignore`) specifically for the sandbox. Patterns in `.agyignore` deny both read and write access within the sandbox.
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---
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## Trainer / RLHF Infrastructure
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The binary contains extensive proto definitions for model training, suggesting the LS participates in or configures training runs.
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### Proto Package: `exa.trainer_pb`
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**Training Objectives:**
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||||
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```
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DPOConfig — Direct Preference Optimization
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KTOConfig — Kahneman-Tversky Optimization
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OnPolicyGRPOConfig — Group Relative Policy Optimization
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KnowledgeDistillationConfig
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PreferenceLoss — preference-based loss functions
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```
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||||
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**Model Architecture:**
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||||
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```
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BaseModelConfig
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EncoderDecoderModelConfig
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MixtureOfExpertsConfig — MoE architecture
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MultiLatentAttentionConfig — MLA (DeepSeek-style?)
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MultiTokenPredictionConfig
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CrossAttentionConfig
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SlidingWindowAttentionConfig
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```
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**Quantization:**
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||||
|
||||
```
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QuantizationConfig
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QuantizationMethod
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QuantizationPrecision
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QuantizationPolicy / PolicySet
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LinearQuantization
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LayerNormQuantization
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```
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||||
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**Training Infrastructure:**
|
||||
|
||||
```
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OptimizerType / OptimizerExpAvgDtype
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CheckpointBackend (TORCH_DCP, ZARR)
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ParallelismConfig / LayerParallelismConfig
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RoPEEmbeddingConfig (Llama, DeepseekV scaling)
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SGLangInferenceProviderConfig
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MockedInferenceProviderConfig
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||||
```
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**Experiment Management:**
|
||||
|
||||
```
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ExperimentProject / ExperimentMetadata
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SweepAxis / SweepItem
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ScheduledModel / SchedulingGroupConfig
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||||
DeviceWorkerRoutingInfo
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||||
DraftTargetModelPair — speculative decoding?
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||||
```
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||||
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||||
### Key Proto Packages
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||||
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||||
```
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exa.cortex_pb — agent/cascade core
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exa.chat_pb — chat message/conversation protos
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exa.trainer_pb — training/RLHF
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exa.analytics_pb — telemetry
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exa.api_server_pb — cloud API server
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exa.seat_management_pb — user/team management
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||||
exa.user_analytics_pb — user analytics
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exa.opensearch_clients_pb — knowledge base / code index
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||||
exa.language_server_pb — LS service
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||||
exa.extension_server_pb — extension server
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||||
exa.model_management_pb — model management
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## MCP Integration Constants
|
||||
|
||||
```
|
||||
MCP_SERVER_STATUS_UNSPECIFIED
|
||||
MCP_SERVER_STATUS_PENDING
|
||||
MCP_SERVER_STATUS_READY
|
||||
MCP_SERVER_STATUS_ERROR
|
||||
MCP_ADD_SERVER
|
||||
MCP_SAVE_CONFIG
|
||||
MCP_EXPAND_TOOLS
|
||||
MCP_TOOL
|
||||
MCP_RESOURCE
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Cortex Step Statuses
|
||||
|
||||
```
|
||||
CORTEX_STEP_STATUS_UNSPECIFIED
|
||||
CORTEX_STEP_STATUS_PENDING
|
||||
CORTEX_STEP_STATUS_QUEUED
|
||||
CORTEX_STEP_STATUS_GENERATING
|
||||
CORTEX_STEP_STATUS_RUNNING
|
||||
CORTEX_STEP_STATUS_WAITING
|
||||
CORTEX_STEP_STATUS_DONE
|
||||
CORTEX_STEP_STATUS_ERROR
|
||||
CORTEX_STEP_STATUS_CANCELED
|
||||
CORTEX_STEP_STATUS_CLEARED
|
||||
CORTEX_STEP_STATUS_HALTED
|
||||
CORTEX_STEP_STATUS_INTERRUPTED
|
||||
CORTEX_STEP_STATUS_INVALID
|
||||
```
|
||||
|
||||
### Step Sources
|
||||
|
||||
```
|
||||
CORTEX_STEP_SOURCE_UNSPECIFIED
|
||||
CORTEX_STEP_SOURCE_MODEL — generated by LLM
|
||||
CORTEX_STEP_SOURCE_SYSTEM — system-generated
|
||||
CORTEX_STEP_SOURCE_SYSTEM_SDK — SDK-generated
|
||||
CORTEX_STEP_SOURCE_USER_EXPLICIT — user-initiated
|
||||
CORTEX_STEP_SOURCE_USER_IMPLICIT — implied by user action
|
||||
```
|
||||
|
||||
### Step Credit Reasons
|
||||
|
||||
```
|
||||
CORTEX_STEP_CREDIT_REASON_UNSPECIFIED
|
||||
CORTEX_STEP_CREDIT_REASON_LINT_FIXING_DISCOUNT — lint fixes are discounted
|
||||
```
|
||||
|
||||
### Manager Feedback Status
|
||||
|
||||
```
|
||||
CORTEX_STEP_MANAGER_FEEDBACK_STATUS_UNSPECIFIED
|
||||
CORTEX_STEP_MANAGER_FEEDBACK_STATUS_APPROVED
|
||||
CORTEX_STEP_MANAGER_FEEDBACK_STATUS_DENIED
|
||||
CORTEX_STEP_MANAGER_FEEDBACK_STATUS_ERROR
|
||||
```
|
||||
|
||||
### Error Categories
|
||||
|
||||
```
|
||||
CORTEX_ERROR_CATEGORY_UNSPECIFIED
|
||||
CORTEX_ERROR_CATEGORY_OVERALL
|
||||
CORTEX_ERROR_CATEGORY_ACTION_PREPARE
|
||||
CORTEX_ERROR_CATEGORY_ACTION_APPLY
|
||||
```
|
||||
|
||||
### Compile Tools (Lint Integration)
|
||||
|
||||
```
|
||||
CORTEX_STEP_COMPILE_TOOL_UNSPECIFIED
|
||||
CORTEX_STEP_COMPILE_TOOL_PYLINT
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Onboarding Flow
|
||||
|
||||
```
|
||||
ONBOARDING_PROGRESS_UNKNOWN
|
||||
ONBOARDING_PROGRESS_NONE
|
||||
ONBOARDING_PROGRESS_ELIGIBLE
|
||||
ONBOARDING_PROGRESS_ONBOARDED
|
||||
|
||||
ONBOARDING_ACTION_TYPE_UNSPECIFIED
|
||||
ONBOARDING_ACTION_TYPE_CHAT
|
||||
ONBOARDING_ACTION_TYPE_AUTOCOMPLETE
|
||||
ONBOARDING_ACTION_TYPE_COMMAND
|
||||
|
||||
ONBOARDING_PAGE_TYPE_UNSPECIFIED
|
||||
ONBOARDING_PAGE_TYPE_HOTKEY
|
||||
ONBOARDING_PAGE_TYPE_LENS
|
||||
ONBOARDING_PAGE_TYPE_SEARCH
|
||||
```
|
||||
|
||||
**Onboarding pages discovered:**
|
||||
|
||||
```
|
||||
ONBOARDING_LANDING_PAGE_OPENED
|
||||
ONBOARDING_AUTH_PAGE_OPENED
|
||||
ONBOARDING_AUTH_MANUAL_PAGE_OPENED
|
||||
ONBOARDING_CHOOSE_THEME_PAGE_OPENED
|
||||
ONBOARDING_KEYBINDINGS_PAGE_OPENED
|
||||
ONBOARDING_AGENT_CONFIG_PAGE_OPENED
|
||||
ONBOARDING_IMPORT_PAGE_OPENED
|
||||
ONBOARDING_MIGRATION_SCOPE_PAGE_OPENED
|
||||
ONBOARDING_SETUP_PAGE_OPENED
|
||||
ONBOARDING_TERMS_OF_USE_PAGE_OPENED
|
||||
ONBOARDING_USAGE_MODE_PAGE_OPENED
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Protobuf Enum Numbers (from extension.js)
|
||||
|
||||
Extracted from the compiled protobuf enum definitions in `extension.js`.
|
||||
|
||||
Reference in New Issue
Block a user