diff --git a/.claude/settings.json b/.claude/settings.json index 49ceb7e..9ae9265 100644 --- a/.claude/settings.json +++ b/.claude/settings.json @@ -1,15 +1,6 @@ { "permissions": { - "allow": [ - "mcp__langfuse__createTextPrompt", - "mcp__langfuse-docs__searchLangfuseDocs", - "Bash(python -m ruff check . --fix)", - "Bash(ruff check *)", - "Bash(powershell -Command \"cd 'c:\\\\\\\\_temp\\\\\\\\_adiuvai_workspace\\\\\\\\api'; .venv\\\\\\\\Scripts\\\\\\\\pytest.exe tests/test_memory_relations.py -v 2>&1 | Out-File -FilePath 'C:\\\\\\\\Users\\\\\\\\musso\\\\\\\\AppData\\\\\\\\Local\\\\\\\\Temp\\\\\\\\pytest_phase3.txt' -Encoding UTF8; Get-Content 'C:\\\\\\\\Users\\\\\\\\musso\\\\\\\\AppData\\\\\\\\Local\\\\\\\\Temp\\\\\\\\pytest_phase3.txt'\")", - "mcp__postgres__execute_sql", - "mcp__langfuse__listPrompts", - "mcp__langfuse__getPrompt" - ] + "allow": [] }, "enabledPlugins": { "caveman@caveman": true diff --git a/.claude/settings.local.json b/.claude/settings.local.json deleted file mode 100644 index 74a76b2..0000000 --- a/.claude/settings.local.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "permissions": { - "allow": [ - "Skill(shadcn)", - "Bash(npm run *)", - "Bash(node -e \"const d = require\\('date-fns'\\); console.log\\(typeof d.eachDayOfInterval, typeof d.eachWeekOfInterval, typeof d.eachMonthOfInterval, typeof d.startOfMonth\\)\")", - "Bash(export LANGFUSE_PUBLIC_KEY=pk-lf-0e62a9eb-0978-4e2e-b3ad-bb36194701b8)", - "Bash(export LANGFUSE_SECRET_KEY=sk-lf-286c165f-1c84-4a36-b0b0-cfe5b680897d)", - "Bash(export LANGFUSE_HOST=https://langfuse.muticolturano.com)", - "Bash(npx langfuse-cli *)", - "mcp__langfuse-docs__getLangfuseDocsPage", - "Bash(python -c ' *)", - "WebFetch(domain:ui.shadcn.com)" - ] - }, - "enabledMcpjsonServers": [ - "langfuse-docs", - "langfuse", - "postgres" - ] -} diff --git a/.gitignore b/.gitignore index 29bb5c1..2411227 100644 --- a/.gitignore +++ b/.gitignore @@ -12,4 +12,5 @@ tmp/ .superpowers/ graphify-out/cache/ graphify-out/manifest.json -graphify-out/cost.json \ No newline at end of file +graphify-out/cost.json +.claude/settings.local.json diff --git a/api b/api index 956fa88..cc0e258 160000 --- a/api +++ b/api @@ -1 +1 @@ -Subproject commit 956fa888538fefa887fd976ac5da4c8dd16b5468 +Subproject commit cc0e258e8ca690cc4a7ecb63eee8ba4c3f94626c diff --git a/graphify-out/GRAPH_REPORT.md b/graphify-out/GRAPH_REPORT.md index 3963b8a..8ff200c 100644 --- a/graphify-out/GRAPH_REPORT.md +++ b/graphify-out/GRAPH_REPORT.md @@ -1,604 +1,982 @@ -# Graph Report - _adiuvai_workspace (2026-05-04) +# Graph Report - . (2026-05-14) ## Corpus Check -- 256 files · ~347,962 words +- 166 files · ~405,615 words - Verdict: corpus is large enough that graph structure adds value. ## Summary -- 2309 nodes · 4887 edges · 89 communities detected -- Extraction: 54% EXTRACTED · 46% INFERRED · 0% AMBIGUOUS · INFERRED: 2236 edges (avg confidence: 0.59) +- 2908 nodes · 5718 edges · 148 communities detected +- Extraction: 55% EXTRACTED · 45% INFERRED · 0% AMBIGUOUS · INFERRED: 2551 edges (avg confidence: 0.59) - Token cost: 0 input · 0 output ## Community Hubs (Navigation) -- [[_COMMUNITY_Community 0|Community 0]] -- [[_COMMUNITY_Community 1|Community 1]] -- [[_COMMUNITY_Community 2|Community 2]] -- [[_COMMUNITY_Community 3|Community 3]] -- [[_COMMUNITY_Community 4|Community 4]] -- [[_COMMUNITY_Community 5|Community 5]] -- [[_COMMUNITY_Community 6|Community 6]] -- [[_COMMUNITY_Community 7|Community 7]] -- [[_COMMUNITY_Community 8|Community 8]] -- [[_COMMUNITY_Community 9|Community 9]] -- [[_COMMUNITY_Community 10|Community 10]] -- [[_COMMUNITY_Community 11|Community 11]] -- [[_COMMUNITY_Community 12|Community 12]] -- [[_COMMUNITY_Community 13|Community 13]] -- [[_COMMUNITY_Community 14|Community 14]] -- [[_COMMUNITY_Community 15|Community 15]] -- [[_COMMUNITY_Community 16|Community 16]] -- [[_COMMUNITY_Community 17|Community 17]] -- [[_COMMUNITY_Community 18|Community 18]] -- [[_COMMUNITY_Community 19|Community 19]] -- [[_COMMUNITY_Community 20|Community 20]] -- [[_COMMUNITY_Community 21|Community 21]] -- [[_COMMUNITY_Community 22|Community 22]] -- [[_COMMUNITY_Community 23|Community 23]] -- [[_COMMUNITY_Community 24|Community 24]] -- [[_COMMUNITY_Community 25|Community 25]] -- [[_COMMUNITY_Community 26|Community 26]] -- [[_COMMUNITY_Community 27|Community 27]] -- [[_COMMUNITY_Community 28|Community 28]] +- [[_COMMUNITY_API Auth + Memory Backbone|API Auth + Memory Backbone]] +- [[_COMMUNITY_Agent Runners (deepbrieffolder)|Agent Runners (deep/brief/folder)]] +- [[_COMMUNITY_Chat + Device WebSocket|Chat + Device WebSocket]] +- [[_COMMUNITY_Email Integrations (GmailMS Graph)|Email Integrations (Gmail/MS Graph)]] +- [[_COMMUNITY_Device + Agent Runtime Tests|Device + Agent Runtime Tests]] +- [[_COMMUNITY_Filesystem + Client Agents|Filesystem + Client Agents]] +- [[_COMMUNITY_Electron Renderer Core (TS)|Electron Renderer Core (TS)]] +- [[_COMMUNITY_Alembic Migrations|Alembic Migrations]] +- [[_COMMUNITY_Electron Main + Indexer|Electron Main + Indexer]] +- [[_COMMUNITY_Billing + Quotas|Billing + Quotas]] +- [[_COMMUNITY_HomeProject Brief Agents|Home/Project Brief Agents]] +- [[_COMMUNITY_Memory Tests + Seeds|Memory Tests + Seeds]] +- [[_COMMUNITY_Agent Config + App Bootstrap|Agent Config + App Bootstrap]] +- [[_COMMUNITY_Middleware + Settings|Middleware + Settings]] +- [[_COMMUNITY_OAuth Providers|OAuth Providers]] +- [[_COMMUNITY_Architecture References|Architecture References]] +- [[_COMMUNITY_Agent Setup + Journey|Agent Setup + Journey]] +- [[_COMMUNITY_Middleware Tests|Middleware Tests]] +- [[_COMMUNITY_Project UI Mockups|Project UI Mockups]] +- [[_COMMUNITY_Client List UI|Client List UI]] +- [[_COMMUNITY_AI Chat UI Surface|AI Chat UI Surface]] +- [[_COMMUNITY_HTML Preprocessor|HTML Preprocessor]] +- [[_COMMUNITY_AI Brand UI Patterns|AI Brand UI Patterns]] +- [[_COMMUNITY_Chrome DevTools Perf Profile|Chrome DevTools Perf Profile]] +- [[_COMMUNITY_Task Context Menu|Task Context Menu]] +- [[_COMMUNITY_Renderer Components|Renderer Components]] +- [[_COMMUNITY_Timeline Event Issues|Timeline Event Issues]] +- [[_COMMUNITY_Brand Identity System|Brand Identity System]] +- [[_COMMUNITY_Datei18n Components|Date/i18n Components]] +- [[_COMMUNITY_Date Utilities|Date Utilities]] - [[_COMMUNITY_Community 30|Community 30]] - [[_COMMUNITY_Community 31|Community 31]] -- [[_COMMUNITY_Community 39|Community 39]] +- [[_COMMUNITY_Community 32|Community 32]] +- [[_COMMUNITY_Community 33|Community 33]] +- [[_COMMUNITY_Community 34|Community 34]] +- 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241|Community 241]] +- [[_COMMUNITY_Community 242|Community 242]] +- [[_COMMUNITY_Community 243|Community 243]] +- [[_COMMUNITY_Community 244|Community 244]] +- [[_COMMUNITY_Community 245|Community 245]] +- [[_COMMUNITY_Community 246|Community 246]] +- [[_COMMUNITY_Community 247|Community 247]] +- [[_COMMUNITY_Community 248|Community 248]] +- [[_COMMUNITY_Community 249|Community 249]] +- [[_COMMUNITY_Community 250|Community 250]] +- [[_COMMUNITY_Community 251|Community 251]] +- [[_COMMUNITY_Community 252|Community 252]] +- [[_COMMUNITY_Community 253|Community 253]] +- [[_COMMUNITY_Community 254|Community 254]] +- [[_COMMUNITY_Community 255|Community 255]] +- [[_COMMUNITY_Community 256|Community 256]] +- [[_COMMUNITY_Community 257|Community 257]] +- [[_COMMUNITY_Community 258|Community 258]] +- [[_COMMUNITY_Community 259|Community 259]] +- [[_COMMUNITY_Community 260|Community 260]] +- [[_COMMUNITY_Community 261|Community 261]] +- [[_COMMUNITY_Community 262|Community 262]] +- [[_COMMUNITY_Community 263|Community 263]] +- [[_COMMUNITY_Community 264|Community 264]] +- [[_COMMUNITY_Community 265|Community 265]] +- [[_COMMUNITY_Community 266|Community 266]] +- [[_COMMUNITY_Community 267|Community 267]] +- [[_COMMUNITY_Community 268|Community 268]] +- [[_COMMUNITY_Community 269|Community 269]] +- [[_COMMUNITY_Community 270|Community 270]] +- [[_COMMUNITY_Community 271|Community 271]] +- [[_COMMUNITY_Community 272|Community 272]] +- [[_COMMUNITY_Community 273|Community 273]] +- [[_COMMUNITY_Community 274|Community 274]] +- [[_COMMUNITY_Community 275|Community 275]] +- [[_COMMUNITY_Community 276|Community 276]] +- [[_COMMUNITY_Community 277|Community 277]] +- [[_COMMUNITY_Community 278|Community 278]] +- [[_COMMUNITY_Community 279|Community 279]] +- [[_COMMUNITY_Community 280|Community 280]] +- [[_COMMUNITY_Community 281|Community 281]] +- [[_COMMUNITY_Community 282|Community 282]] +- [[_COMMUNITY_Community 283|Community 283]] +- [[_COMMUNITY_Community 284|Community 284]] +- [[_COMMUNITY_Community 285|Community 285]] +- [[_COMMUNITY_Community 286|Community 286]] +- [[_COMMUNITY_Community 287|Community 287]] +- [[_COMMUNITY_Community 288|Community 288]] +- [[_COMMUNITY_Community 289|Community 289]] +- [[_COMMUNITY_Community 290|Community 290]] +- [[_COMMUNITY_Community 291|Community 291]] +- [[_COMMUNITY_Community 292|Community 292]] +- [[_COMMUNITY_Community 293|Community 293]] +- [[_COMMUNITY_Community 294|Community 294]] ## God Nodes (most connected - your core abstractions) -1. `MemoryMiddleware` - 207 edges -2. `User` - 118 edges +1. `MemoryMiddleware` - 236 edges +2. `User` - 127 edges 3. `MemoryProactive` - 107 edges -4. `MemoryAssociative` - 98 edges -5. `MemoryEpisodic` - 93 edges -6. `MemoryCore` - 90 edges -7. `Subscription` - 83 edges -8. `AgentRunLog` - 77 edges -9. `UserProfile` - 77 edges +4. `Subscription` - 98 edges +5. `MemoryAssociative` - 98 edges +6. `MemoryEpisodic` - 93 edges +7. `AgentRunLog` - 91 edges +8. `MemoryCore` - 90 edges +9. `UserProfile` - 79 edges 10. `MemoryRelation` - 65 edges ## Surprising Connections (you probably didn't know these) - `recordRunAction()` --calls--> `getDb()` [INFERRED] adiuvAI\src\main\api\backend-client.ts → adiuvAI\src\main\db\index.ts -- `Subscription` --uses--> `Tier manager: feature matrix and quota enforcement. ``TierManager`` is the si` [INFERRED] - api\app\models.py → api\app\billing\tier_manager.py -- `Subscription` --uses--> `Centralises tier feature-gating, rate-limit lookups, and quota checks.` [INFERRED] - api\app\models.py → api\app\billing\tier_manager.py -- `Subscription` --uses--> `Return the current billing tier for ``user_id`` from the DB. Falls ba` [INFERRED] - api\app\models.py → api\app\billing\tier_manager.py -- `Subscription` --uses--> `Return ``True`` if ``tier`` has ``feature`` enabled. For numeric feat` [INFERRED] - api\app\models.py → api\app\billing\tier_manager.py +- `Tier manager: feature matrix and quota enforcement. ``TierManager`` is the si` --uses--> `Subscription` [INFERRED] + api\app\billing\tier_manager.py → api\app\models.py +- `Centralises tier feature-gating, rate-limit lookups, and quota checks.` --uses--> `Subscription` [INFERRED] + api\app\billing\tier_manager.py → api\app\models.py +- `Return the current billing tier for ``user_id`` from the DB. Falls ba` --uses--> `Subscription` [INFERRED] + api\app\billing\tier_manager.py → api\app\models.py +- `Return ``True`` if ``tier`` has ``feature`` enabled. For numeric feat` --uses--> `Subscription` [INFERRED] + api\app\billing\tier_manager.py → api\app\models.py ## Hyperedges (group relationships) -- **Email Classification Test Fixtures — action/info/date/no-project types across all test harnesses** — concept_email_action_type, concept_email_info_type, concept_email_date_type, concept_email_no_project_type [INFERRED 0.90] -- **adiuvAI Visual Design System — compass mark, color palette, typography** — brand_showcase_compass_concept, brand_showcase_color_palette, brand_showcase_typography [EXTRACTED 0.95] -- **Preprocessor Content Type Coverage — email variants, generic page, plain text fallback** — concept_email_parsing, concept_preprocessor_pipeline, fixture_preprocessors_fallback [INFERRED 0.80] +- **Task Form Dialog keyboard polish** — kbddesign_rovingfocus_hook, kbddesign_listboxkeys_hook, kbddesign_datefield_withtime, kbddesign_propertypill_button [EXTRACTED 1.00] +- **Memory V2 in-house pipeline** — memv2_fact_extraction, memv2_memory_fact_table, memv2_user_profile_table, memv2_forgetting_decay, memv2_episode_summarization [EXTRACTED 1.00] +- **Production LLM Agent Stack (ZDR)** — llmreport_home_agent, llmreport_floating_agent, llmreport_brief_agent, llmreport_unified_processor, llmreport_memory_extractor, llmreport_openai_zdr, llmreport_anthropic_zdr [EXTRACTED 1.00] +- **Memory Evolution Pipeline (extraction + storage + decision)** — memory_extraction_module, memory_middleware, memory_associative_table, memory_relations_table [EXTRACTED 0.90] +- **Folder Indexing Pipeline (scan, WS, summarize, store)** — scanner_module, indexer_module, device_ws, folder_indexer [EXTRACTED 0.90] +- **Onboarding Storage Split (encrypted core vs local prefs)** — onboarding_flow_component, memory_core_table, electron_store [EXTRACTED 0.85] ## Communities -### Community 0 - "Community 0" -Cohesion: 0.04 -Nodes (220): Base, Shared declarative base for all ORM models., ExtractionQueue, MemoryAssociative, MemoryCore, MemoryEpisodic, MemoryProactive, MemoryRelation (+212 more) - -### Community 1 - "Community 1" -Cohesion: 0.04 -Nodes (124): AgentRunLog, CloudAgentConfig, LocalAgentConfig, AgentCatalogItem, AgentCreationCheckRequest, AgentCreationCheckResponse, AgentRunLogResponse, AgentTriggerRequest (+116 more) - -### Community 2 - "Community 2" +### Community 0 - "API Auth + Memory Backbone" Cohesion: 0.03 -Nodes (133): make_query_relations_tool(), Relations agent — read-only tool wrapping MemoryMiddleware.query_relations., Return a query_relations tool bound to *user_id*., _run_agent_with_tools(), _build_read_tools(), Brief agent — produces plain-text home and project status briefs. Read-only t, Stream a plain-text daily home brief. Yields (event_type, data) tuples id, Stream a plain-text project status brief for project_id. Yields (event_ty (+125 more) +Nodes (259): Base, Shared declarative base for all ORM models., ExtractionQueue, MemoryAssociative, MemoryCore, MemoryEpisodic, MemoryProactive, MemoryRelation (+251 more) -### Community 3 - "Community 3" +### Community 1 - "Agent Runners (deep/brief/folder)" +Cohesion: 0.02 +Nodes (183): make_query_relations_tool(), Relations agent — read-only tool wrapping MemoryMiddleware.query_relations., Return a query_relations tool bound to *user_id*., _as_text(), _build_processing_tools(), _fetch_projects(), _finalize_run(), _make_agent_executor() (+175 more) + +### Community 2 - "Chat + Device WebSocket" +Cohesion: 0.03 +Nodes (168): AgentRunLog, AgentCatalogItem, AgentCreationCheckRequest, AgentCreationCheckResponse, AgentRunLogResponse, AgentTriggerRequest, ChatContext, ChatRequest (+160 more) + +### Community 3 - "Email Integrations (Gmail/MS Graph)" Cohesion: 0.03 Nodes (84): _build_gmail_query(), GmailClient, _parse_body(), _parse_date(), Gmail API client for cloud agent integration. Wraps the Google Gmail REST API, Remove HTML tags and decode entities to get plain text., Recursively extract the plain-text body from a Gmail message payload. Pre, Parse an RFC 2822 email date header into a UTC ``datetime``. (+76 more) -### Community 4 - "Community 4" -Cohesion: 0.04 -Nodes (108): ChatContext, ChatResponse, ContentTypeConfig, FormatPrefsModel, OAuthAccountInfo, Pydantic schemas — API request/response contracts. Mirrors the TypeScript typ, Client → Server: result of a CRUD/vector operation., Server → Client: incremental LLM response text. (+100 more) - -### Community 5 - "Community 5" -Cohesion: 0.04 -Nodes (74): _get_url(), Alembic migration environment — async-compatible. At runtime the app uses ``p, Convert an asyncpg URL to a psycopg2 URL for Alembic CLI., Emit SQL without a live DB connection., Run migrations against a live DB using the async engine., run_migrations_offline(), run_migrations_online(), run_migrations_online_async() (+66 more) - -### Community 6 - "Community 6" +### Community 4 - "Device + Agent Runtime Tests" Cohesion: 0.03 -Nodes (87): get_client(), list_clients(), Client agent — read-only tools for the clients table., List clients, optionally filtered by a name/email substring search. search:, Get full details for one client by UUID. id: the client's UUID., get_file_metadata(), list_directory(), Filesystem agent — tools for reading local directories and files on Electron. (+79 more) +Nodes (102): CloudAgentConfig, LocalAgentConfig, _format_entities_for_context(), _format_metadata(), _format_projects(), _get_extraction_rules(), _get_no_match_behavior(), _is_overdue() (+94 more) -### Community 7 - "Community 7" +### Community 5 - "Filesystem + Client Agents" +Cohesion: 0.03 +Nodes (97): get_client(), list_clients(), Client agent — read-only tools for the clients table., List clients, optionally filtered by a name/email substring search. search:, Get full details for one client by UUID. id: the client's UUID., get_file_metadata(), list_directory(), Filesystem agent — tools for reading local directories and files on Electron. (+89 more) + +### Community 6 - "Electron Renderer Core (TS)" +Cohesion: 0.03 +Nodes (19): AuthExpiredError, BackendClient, logHttp(), logHttpResponse(), logWsRecv(), logWsSend(), OfflineError, QuotaError (+11 more) + +### Community 7 - "Alembic Migrations" Cohesion: 0.04 -Nodes (71): _uuid(), embed_text(), OpenAI embedding helper for associative memory tier. Single public function:, Call OpenAI text-embedding-3-small. Return None on failure (caller falls back to, Seed script: inserts fake clients, projects, tasks, timeline events, and notes, Timestamp in ms, optionally shifted into the past., ts(), uid() (+63 more) +Nodes (69): _get_url(), Alembic migration environment — async-compatible. At runtime the app uses ``p, Convert an asyncpg URL to a psycopg2 URL for Alembic CLI., Emit SQL without a live DB connection., Run migrations against a live DB using the async engine., run_migrations_offline(), run_migrations_online(), run_migrations_online_async() (+61 more) -### Community 8 - "Community 8" +### Community 8 - "Electron Main + Indexer" Cohesion: 0.05 -Nodes (40): startAgentScheduler(), tickAgentScheduler(), checkConnectivity(), dailyBrief(), generateAndCacheBrief(), getBriefTimeSlot(), getCachedBrief(), getCurrentSlotKey() (+32 more) +Nodes (42): startAgentScheduler(), tickAgentScheduler(), checkConnectivity(), dailyBrief(), generateAndCacheBrief(), getBriefTimeSlot(), getCachedBrief(), getCurrentSlotKey() (+34 more) -### Community 9 - "Community 9" +### Community 9 - "Billing + Quotas" +Cohesion: 0.05 +Nodes (56): MonthlyTokenUsage, add_token_usage(), check_folder_quota(), _current_year_month(), QuotaExceeded, Quota checks and atomic token-usage accounting for folder integration., Raised when a folder operation cannot proceed under the user's tier., Raise QuotaExceeded if folder_max_files or folder_monthly_tokens would be vi (+48 more) + +### Community 10 - "Home/Project Brief Agents" +Cohesion: 0.03 +Nodes (71): home_brief Langfuse prompt, ProjectBriefCard renderer, project_brief Langfuse prompt, Read-only tool subset, run_home_brief() function, run_project_brief() function, WS brief_request frame, Anthropic Zero Retention Addendum (+63 more) + +### Community 11 - "Memory Tests + Seeds" +Cohesion: 0.05 +Nodes (58): _uuid(), _normalize_domain_payload(), _proactive_hints_injection(), Return a system-prompt paragraph listing proactive behavioral hints. Retu, embed_text(), OpenAI embedding helper for associative memory tier. Single public function:, Call OpenAI text-embedding-3-small. Return None on failure (caller falls back to, Exception (+50 more) + +### Community 12 - "Agent Config + App Bootstrap" Cohesion: 0.06 Nodes (43): lifespan(), _memory_audit_cron_tick(), _memory_cron_tick(), Weekly cron: contradiction scan + label canonicalization for all users (Phase 7), Hourly cron: drain Free-tier extraction queue + mine proactive patterns for Powe, In-process TTL buffer for per-session LangChain message history. Stores the ful, _SessionBuffer, audit_memory() (+35 more) -### Community 10 - "Community 10" +### Community 13 - "Middleware + Settings" +Cohesion: 0.04 +Nodes (29): Settings, get_session(), Database engine, session factory, and base model. All app code uses the async, FastAPI dependency that yields an async DB session per request., _get_client_ip(), RateLimiter, IP-based sliding-window rate limiter. Cloudflare-aware: uses CF-Connecting-IP, Extract real client IP behind Cloudflare / reverse proxy. (+21 more) + +### Community 14 - "OAuth Providers" Cohesion: 0.06 Nodes (25): generate_pkce_pair(), OAuthUserInfo, OAuth 2.0 + PKCE provider abstractions. Each provider implements a three-step, Fetch the authenticated user's identity from Google., Normalized user identity returned by any provider., Generate a (code_verifier, code_challenge) pair for PKCE S256. The code_v, Tests for auth routes: register, login, refresh, me, OAuth social login. Exer, POST /api/v1/auth/refresh (+17 more) -### Community 11 - "Community 11" -Cohesion: 0.04 -Nodes (31): Settings, get_session(), Database engine, session factory, and base model. All app code uses the async, FastAPI dependency that yields an async DB session per request., OriginValidator, Security middleware stack. 1. RequestSizeLimiter — reject bodies > 4 KB (wait, Reject request bodies larger than max_bytes., In production, only allow requests whose Origin or Referer matches the allo (+23 more) +### Community 15 - "Architecture References" +Cohesion: 0.05 +Nodes (49): AgentRunLog, Agent Runner UML Sequence Diagram, AgentScheduler, AIChatPanel (visual reference), AppShell Component, AuthManager, Caveman Mode (token compression), deep_agent.py (+41 more) -### Community 12 - "Community 12" -Cohesion: 0.07 -Nodes (7): AuthError, AuthManager, getAuthManager(), handleDeepLink(), deepConvertKeys(), toCamelCase(), toSnakeCase() - -### Community 13 - "Community 13" +### Community 16 - "Agent Setup + Journey" Cohesion: 0.09 Nodes (44): make_directory_tools(), Return filesystem tools that resolve relative paths against *base_directory*., AgentConfig, Structured agent configuration (replaces freeform prompt_template)., _as_text(), _build_system_prompt(), _call_llm_with_tools(), _extract_agent_config() (+36 more) -### Community 14 - "Community 14" +### Community 17 - "Middleware Tests" Cohesion: 0.09 Nodes (15): _auth_header(), _make_jwt(), _override_db(), Tests for Step 9 middleware: auth, rate limiting, and sanitizer. Auth tests:, Each test uses a fresh unique user_id so windows never collide., POST /auth/register is exempt — 25 calls should never return 429., POST /auth/login is exempt — multiple failed attempts are not rate-limited., Mock ``run_home`` to inject controlled strings into chat responses. (+7 more) -### Community 15 - "Community 15" +### Community 18 - "Project UI Mockups" Cohesion: 0.06 Nodes (41): App Logo (Top Left), Assignee Label, Client Label Tag, Client: Umbrella Labs, Client: Wayne Enterprises, Completed Count Card (8), Design Pattern: Filter Tab Bar, Design Pattern: Inline Metadata Chips (+33 more) -### Community 16 - "Community 16" +### Community 19 - "Client List UI" Cohesion: 0.08 Nodes (37): AI Project Summary Card, Add Button (Timeline / Tasks / Notes), Client: Acme Corp, Client: Globex Inc, Client: Initech Solutions, Client List in Sidebar, Client: Umbrella Labs, Client: Wayne Enterprises (+29 more) -### Community 17 - "Community 17" +### Community 20 - "AI Chat UI Surface" Cohesion: 0.08 Nodes (32): AI Agent Avatar (Sparkles + adiuvAI Label), AI Follow-Up Suggestion Text (setting a due date), AI Response Block (adiuvAI Agent Reply), adiuvAI Brand Name (Wordmark in Chat), App Logo (Golden Diamond Icon), Chat Conversation Area (Scrollable Message List), Chat Input Bar (Ask me anything...), Chat Send Button (Arrow Up, Amber) (+24 more) -### Community 18 - "Community 18" -Cohesion: 0.12 -Nodes (25): _apply_candidate(), _content_to_key(), decide_action(), MemoryCandidate, Mem0-style Extract/Update pipeline — Phase 2. Runs after every ``store_episod, Decide what to do with a candidate given existing memories in the same tier., Full Mem0-style extract/update pipeline for one conversation turn. Steps:, Fetch neighbours, decide action, apply to the appropriate tier. (+17 more) - -### Community 19 - "Community 19" +### Community 21 - "HTML Preprocessor" Cohesion: 0.12 Nodes (24): PreprocessResult, Base types for the preprocessor system., Output of a preprocessor handler. Attributes ---------- content, _extract_metadata(), preprocess_email_html(), Preprocessor for email HTML files. Handles: - HTML stripping via BeautifulSo, Extract Subject/From/To/Date from raw HTML or plain text., Return only the latest message in a threaded email. (+16 more) -### Community 20 - "Community 20" +### Community 22 - "AI Brand UI Patterns" Cohesion: 0.11 Nodes (27): Design Pattern: AI as Quiet Partner, App Logo (Golden Diamond Icon), Brand Personality: Calm, Intelligent, Warm, Ask Me Anything Chat Input, Suggestion Chip: Any overdue tasks?, Suggestion Chip: Suggest next actions, Suggestion Chip: Summarize this week, Suggestion Chip: What's on my plate today? (+19 more) -### Community 21 - "Community 21" -Cohesion: 0.15 -Nodes (6): buildConditions(), buildOrderBy(), DrizzleExecutor, ExecutorError, getDb(), backfillNoteSummaries() +### Community 23 - "Chrome DevTools Perf Profile" +Cohesion: 0.09 +Nodes (27): Animations Track (purple bars), CPU Track (high utilization), createTask, Chrome DevTools Performance Recording, Evaluate Script Task, Frames Track, Function call frames (deep stacks), GPU Track (+19 more) -### Community 22 - "Community 22" +### Community 24 - "Task Context Menu" +Cohesion: 0.08 +Nodes (26): Color Submenu, Copy Link Action, Delete Action, Duplicate Action, Edit Action, Mark as Done Action, Progress Submenu (10%-100%), Task Assignee Avatars (+18 more) + +### Community 25 - "Renderer Components" +Cohesion: 0.11 +Nodes (15): getTimeGreeting(), relativeDate(), t(), ProjectTabBar(), attemptClose(), formValid(), handleClose(), loadRowIntoForm() (+7 more) + +### Community 26 - "Timeline Event Issues" +Cohesion: 0.1 +Nodes (21): Issue: Dual Date Axes (year-month + short month), Event: Alpha Release (checkpoint), Event: Beta Testing (activity bar), Event: Design Phase Complete, Event: Post-Launch Review, Event: Production Launch, Event: Project Kickoff (milestone, checked), Event Type: activity (rounded bar) (+13 more) + +### Community 27 - "Brand Identity System" Cohesion: 0.16 Nodes (20): Brand Color: Canvas Dark (#0c0c0c) — dark mode background, Brand Color: Canvas Light (#f4edf3) — light mode background, Brand Color: Golden (#fbc881) — AI/Nord accent, Brand Color: Ink (#040404) — user/Sud/text, Brand Color: Slate (#8a8ea9) — secondary/muted, Compass Settle Animation (5s ease-in-out infinite), adiuvAI Brand Identity System, adiuvAI Color Palette (+12 more) -### Community 23 - "Community 23" +### Community 28 - "Date/i18n Components" +Cohesion: 0.14 +Nodes (18): AddEventDialog Component, DateField UI Component, EditEventDialog Component, i18n Translation JSON Files (en/it/es/fr/de), parseDate Utility, Sonner Toast Notifications Plan, Timeline Batch Add Plan, Sonner Notifications Ralph Loop Prompt (+10 more) + +### Community 29 - "Date Utilities" +Cohesion: 0.15 +Nodes (10): detectBrowserFormatPrefs(), formatDate(), formatDateTime(), formatDueDate(), formatTime(), formatTs(), inferDateFormat(), useFormatPrefs() (+2 more) + +### Community 30 - "Community 30" +Cohesion: 0.15 +Nodes (17): AI Email Drafting Workflow (Focus Tasks Feature), Apply & Continue Button (Top Right), Checklist: Check contract dates (Section A.2), Checklist: Offer 10% discount-based loyalty credit, Checklist: Tone professional & sincere, Command / Prompt Input Footer, Draft Client Email - Follow-up Task, Focus Tasks Email Draft View (+9 more) + +### Community 31 - "Community 31" Cohesion: 0.16 Nodes (16): AdiuvAI Brand, Pinkish-Lavender Rounded Square Background, Brand Value: Calm, Intelligent, Warm, Brand Value: Precision and Clarity, Color: Golden Amber (#F5C07A), Color: Pinkish-Lavender Background (#F0EBF4), Color: Near-Black (#1A1A1A), Design Style: Flat Minimal Geometric (+8 more) -### Community 24 - "Community 24" +### Community 32 - "Community 32" +Cohesion: 0.19 +Nodes (9): handler(), clampPosition(), computeAnchorPosition(), computeDualAnchor(), FloatingChatProvider(), getChatWidth(), useFloatingChat(), useDoubleClickAI() (+1 more) + +### Community 33 - "Community 33" Cohesion: 0.18 Nodes (14): BeautifulSoup4 + lxml (HTML parsing), Google Auth Libraries (OAuth), Agent Runner V2 — agent execution test harness, Email Type: Action — requires task creation, Email Parsing Pattern — extract headers, type, project linkage, Journey V2 — user journey / end-to-end flow test harness, Content Preprocessor Pipeline — HTML/text normalization before agent processing, Test Fixture: Action Email (agent_runner_v2) — login bug fix request (+6 more) -### Community 25 - "Community 25" -Cohesion: 0.23 -Nodes (8): handler(), clampPosition(), computeAnchorPosition(), computeDualAnchor(), FloatingChatProvider(), getChatWidth(), useFloatingChat(), useDoubleClickAI() +### Community 34 - "Community 34" +Cohesion: 0.19 +Nodes (14): Add Note Button, Masonry Card Grid Layout, Inline Checkbox List Items, Desert Road Trip Ideas Note, Home Renovation Tasks Note, Image Attachment in Note Card, Light Theme Design, Mountain Sunset Photography Note (+6 more) -### Community 26 - "Community 26" -Cohesion: 0.22 -Nodes (9): detectBrowserFormatPrefs(), formatDate(), formatDateTime(), formatDueDate(), formatTime(), formatTs(), inferDateFormat(), useFormatPrefs() (+1 more) - -### Community 27 - "Community 27" +### Community 35 - "Community 35" Cohesion: 0.17 -Nodes (11): cancel_subscription(), create_checkout(), get_subscription(), list_invoices(), Billing routes: Stripe checkout, webhook, subscription management. Business l, Create a Stripe checkout session for a tier upgrade. Returns a stub URL w, Handle Stripe webhook events. No JWT auth — authenticated via Stripe sign, Return the current subscription info for the authenticated user. (+3 more) +Nodes (6): useNotify(), CloudAgentConfigPanel(), LocalAgentConfigPanel(), EditTaskDialog(), NewTaskDialog(), useTaskAttachments() -### Community 28 - "Community 28" -Cohesion: 0.18 -Nodes (7): Tier manager: feature matrix and quota enforcement. ``TierManager`` is the si, Return ``True`` if ``tier`` has ``feature`` enabled. For numeric feat, Raise ``HTTP 403`` if ``tier`` does not have ``feature``., Return the requests-per-minute limit for ``tier``., Centralises tier feature-gating, rate-limit lookups, and quota checks., Return the current billing tier for ``user_id`` from the DB. Falls ba, TierManager +### Community 36 - "Community 36" +Cohesion: 0.32 +Nodes (9): handleScanError(), addDays(), addMonths(), parseDate(), parseDateRange(), parseKeyword(), parseNumeric(), pivotYear() (+1 more) -### Community 30 - "Community 30" +### Community 38 - "Community 38" +Cohesion: 0.23 +Nodes (12): adiuvAI Greeting Message (Italian), Artifact-Based Text Authoring Pattern, Chat Input Box ('Chiedimi qualsiasi cosa...'), Italian Email Template with Placeholders, Italian UI Localization, Left Sidebar Navigation (Home/Tasks/Projects icons), Bottom Pagination Carousel (artifact versions), Vertical Resize Divider Handle (+4 more) + +### Community 40 - "Community 40" Cohesion: 0.25 Nodes (4): ABC, BaseAgent, Minimal agent base types retained for compatibility with batch runners., Common base for non-chat agents still using the old base contract. -### Community 31 - "Community 31" -Cohesion: 0.32 -Nodes (4): handleCreateInlineProject(), handleSubmit(), resetAndClose(), resetProjectCreation() +### Community 41 - "Community 41" +Cohesion: 0.25 +Nodes (8): users.avatar_url column, adiuvai:// deep-link protocol, GoogleOAuthProvider (httpx + PKCE), oauth_accounts table, Backend web-callback bouncer, _pending_states Redis requirement, google-api-python-client, httpx -### Community 39 - "Community 39" +### Community 42 - "Community 42" +Cohesion: 0.52 +Nodes (6): absolutePath(), attachmentsRoot(), copyIntoTask(), deleteStored(), deleteTaskDir(), sanitizeFilename() + +### Community 49 - "Community 49" Cohesion: 0.33 Nodes (2): SidebarMenuButton(), useSidebar() -### Community 42 - "Community 42" -Cohesion: 0.33 -Nodes (3): useNotify(), CloudAgentConfigPanel(), LocalAgentConfigPanel() +### Community 51 - "Community 51" +Cohesion: 0.29 +Nodes (7): Project detail page tasks tab, Task Attachments Subsystem, TaskDetailSheet (right-side), TaskListView Component, TaskPager (Pagination), TaskTable (shadcn Table), Replace KanbanBoard with TaskListView -### Community 45 - "Community 45" +### Community 52 - "Community 52" +Cohesion: 0.29 +Nodes (7): AddEventDialog header style, useListboxKeys Hook, PropertyPill as button forwardRef, useRovingFocus Hook, tasks.newTaskDescription/editTaskDescription keys, Task estimate column, TaskFormDialog (quick capture) + +### Community 56 - "Community 56" +Cohesion: 0.4 +Nodes (6): Compass needle logo (gold/dark), Geist typeface, Option A The Dark Executive, Option B The Warm Canvas, GSAP ScrollTrigger Scrollytelling, 7-chapter waitlist landing page + +### Community 57 - "Community 57" +Cohesion: 0.33 +Nodes (6): Alembic Migrations, Cloudflare WAF + DDoS, FastAPI Framework, SQLAlchemy 2.0 async, adiuvAI Waitlist Service README, Waitlist Service Requirements + +### Community 58 - "Community 58" Cohesion: 0.6 Nodes (3): isBriefRelevantTask(), isBriefRelevantTimeline(), isInCurrentWeek() -### Community 49 - "Community 49" +### Community 59 - "Community 59" Cohesion: 0.4 Nodes (2): useTheme(), Toaster() -### Community 52 - "Community 52" +### Community 65 - "Community 65" Cohesion: 0.67 Nodes (2): detectFormatPrefs(), inferDateFormat() -### Community 65 - "Community 65" +### Community 77 - "Community 77" Cohesion: 0.5 Nodes (1): Initial schema: users, refresh_tokens, subscriptions. Revision ID: 001 Revis -### Community 66 - "Community 66" +### Community 78 - "Community 78" Cohesion: 0.5 Nodes (1): Add agent config and run log tables: local_agent_configs, cloud_agent_configs, a -### Community 67 - "Community 67" +### Community 79 - "Community 79" Cohesion: 0.5 Nodes (1): Add memory tables and user encryption_key column. Memory tables: memory_co -### Community 68 - "Community 68" +### Community 80 - "Community 80" Cohesion: 0.5 Nodes (1): Phase 1 — confirm pgvector activation on memory_associative. Migration 004 cr -### Community 69 - "Community 69" +### Community 81 - "Community 81" Cohesion: 0.5 Nodes (1): Add memory_relations table (Phase 3 — relational tier). Revision ID: 006 Rev -### Community 70 - "Community 70" +### Community 82 - "Community 82" Cohesion: 0.5 Nodes (1): add extraction_queue Revision ID: 1f5975a4f3f4 Revises: 005 Create Date: 20 -### Community 71 - "Community 71" +### Community 83 - "Community 83" Cohesion: 0.5 Nodes (1): add name and surname to users table Revision ID: 818478c251dc Revises: 004 -### Community 72 - "Community 72" +### Community 84 - "Community 84" Cohesion: 0.5 Nodes (1): Add oauth_accounts table, nullable password_hash, avatar_url to users. Revisi -### Community 73 - "Community 73" +### Community 85 - "Community 85" Cohesion: 0.5 Nodes (1): Add onboarding_completed_at column to users table. Revision ID: c5d1e2f3a4b5 -### Community 74 - "Community 74" +### Community 86 - "Community 86" +Cohesion: 0.5 +Nodes (1): Add token tracking columns for folder integration. Revision ID: d6e3f4a5b6c7 Re + +### Community 87 - "Community 87" Cohesion: 0.5 Nodes (1): avatar_url_varchar_to_text Revision ID: e04100e88ace Revises: c5d1e2f3a4b5 -### Community 75 - "Community 75" +### Community 88 - "Community 88" Cohesion: 0.5 Nodes (1): create waitlist_entries table Revision ID: 001 Revises: Create Date: 2026-0 -### Community 76 - "Community 76" +### Community 89 - "Community 89" Cohesion: 0.5 Nodes (1): add consent_given_at and anonymized_at columns Revision ID: 002 Revises: 001 -### Community 77 - "Community 77" +### Community 90 - "Community 90" Cohesion: 0.5 Nodes (1): add language column to waitlist_entries Revision ID: 003 Revises: 002 Creat -### Community 78 - "Community 78" +### Community 91 - "Community 91" Cohesion: 0.83 Nodes (3): detectLang(), initI18n(), setLanguage() -### Community 101 - "Community 101" +### Community 92 - "Community 92" +Cohesion: 0.5 +Nodes (4): LangChain (>=0.3), langchain-litellm, langchain-openai, LiteLLM (>=1.50) + +### Community 93 - "Community 93" +Cohesion: 0.5 +Nodes (4): Fly.io alternative, Hetzner VPS (EU primary + US replica), PostgreSQL streaming replication, WireGuard tunnel between nodes + +### Community 118 - "Community 118" Cohesion: 0.67 Nodes (3): LangChain + LangChain-OpenAI Dependencies, Langfuse Observability Dependency, LiteLLM Dependency (100+ LLM providers) -### Community 102 - "Community 102" +### Community 119 - "Community 119" Cohesion: 1.0 Nodes (3): Email Type: Info — FYI only, no action required, Test Fixture: Info Email (agent_runner_v2) — FYI policy, no action needed, Test Fixture: Info Email (journey_v2) — remote work policy FYI -### Community 143 - "Community 143" +### Community 120 - "Community 120" +Cohesion: 0.67 +Nodes (3): graphify-out Directory, Graphify Workflow Rules, adiuvAI Monorepo Root Instructions + +### Community 121 - "Community 121" +Cohesion: 0.67 +Nodes (3): FastAPI (>=0.115), Gunicorn, Uvicorn (>=0.34) + +### Community 122 - "Community 122" +Cohesion: 0.67 +Nodes (3): Competitor: Granola, Competitor: Motion, Competitor: Superhuman + +### Community 123 - "Community 123" +Cohesion: 0.67 +Nodes (3): FormatPrefs (electron-store, device-local), format-row.ts FE timestamp formatter, locale-defaults.ts (OS detection) + +### Community 169 - "Community 169" Cohesion: 1.0 Nodes (1): Expose tool modules used by deep orchestrator-worker graphs. -### Community 144 - "Community 144" +### Community 170 - "Community 170" Cohesion: 1.0 Nodes (1): Shared FastAPI dependencies. ``get_current_user`` and ``oauth2_scheme`` live -### Community 145 - "Community 145" +### Community 171 - "Community 171" Cohesion: 1.0 Nodes (1): OAuth provider abstractions and utilities. -### Community 147 - "Community 147" +### Community 173 - "Community 173" Cohesion: 1.0 Nodes (2): API Dev Server Command (uvicorn), FastAPI Framework Dependency -### Community 148 - "Community 148" +### Community 174 - "Community 174" Cohesion: 1.0 Nodes (2): Pinecone + Qdrant Vector Store Dependencies, SQLAlchemy + asyncpg + Alembic (DB stack) -### Community 149 - "Community 149" -Cohesion: 1.0 -Nodes (2): Email Type: Date — contains scheduled event/date, Test Fixture: Date Email (agent_runner_v2) — kickoff meeting with date - -### Community 150 - "Community 150" +### Community 175 - "Community 175" Cohesion: 1.0 Nodes (2): Email Type: No-Project — irrelevant to any project, Test Fixture: No-Project Email (agent_runner_v2) — newsletter unrelated to project -### Community 151 - "Community 151" +### Community 176 - "Community 176" +Cohesion: 1.0 +Nodes (2): Email Type: Date — contains scheduled event/date, Test Fixture: Date Email (agent_runner_v2) — kickoff meeting with date + +### Community 177 - "Community 177" Cohesion: 1.0 Nodes (2): Email Type: Thread — nested reply chain (blockquote structure), Test Fixture: Email Thread (preprocessors) — nested blockquote multi-turn thread -### Community 152 - "Community 152" +### Community 178 - "Community 178" Cohesion: 1.0 Nodes (2): Email Type: Heavy HTML — complex table-based layout email, Test Fixture: Heavy HTML Email (preprocessors) — complex table layout newsletter -### Community 191 - "Community 191" +### Community 179 - "Community 179" +Cohesion: 1.0 +Nodes (2): Alembic, psycopg2-binary + +### Community 180 - "Community 180" +Cohesion: 1.0 +Nodes (2): Device-specific backup key, cryptography (Fernet) + +### Community 181 - "Community 181" +Cohesion: 1.0 +Nodes (2): DateField withTime + flat props, parseDate HH:MM suffix support + +### Community 182 - "Community 182" +Cohesion: 1.0 +Nodes (2): E2E fixture-driven YAML tests, pytest + +### Community 183 - "Community 183" +Cohesion: 1.0 +Nodes (2): Cloudflare Argo Smart Routing, Cloudflare Load Balancing geo steering + +### Community 184 - "Community 184" +Cohesion: 1.0 +Nodes (2): memory_maintenance.py, Proactive Pattern Mining + +### Community 231 - "Community 231" Cohesion: 1.0 Nodes (1): Return updated credential dict if the access token was refreshed. If -### Community 192 - "Community 192" +### Community 232 - "Community 232" Cohesion: 1.0 Nodes (1): Return updated credential dict if the access token was refreshed. Ret -### Community 196 - "Community 196" +### Community 236 - "Community 236" Cohesion: 1.0 Nodes (1): Server → Client: requests a CRUD/vector operation on the local DB. -### Community 197 - "Community 197" +### Community 237 - "Community 237" Cohesion: 1.0 Nodes (1): Client → Server: result of a CRUD/vector operation. -### Community 198 - "Community 198" +### Community 238 - "Community 238" Cohesion: 1.0 Nodes (1): Server → Client: incremental LLM response text. -### Community 199 - "Community 199" -Cohesion: 1.0 -Nodes (1): Server → Client: signals end of response with the complete text. - -### Community 200 - "Community 200" +### Community 239 - "Community 239" Cohesion: 1.0 Nodes (1): Client → Server: device identification on WS connect. -### Community 201 - "Community 201" +### Community 240 - "Community 240" Cohesion: 1.0 Nodes (1): User display preferences sent by Electron on each request. -### Community 202 - "Community 202" +### Community 241 - "Community 241" Cohesion: 1.0 Nodes (1): Scope for a floating request — narrows the agent to a specific entity. -### Community 203 - "Community 203" -Cohesion: 1.0 -Nodes (1): Client → Server: Home chat message. - -### Community 204 - "Community 204" +### Community 242 - "Community 242" Cohesion: 1.0 Nodes (1): Client → Server: Floating chat message scoped to an entity. -### Community 205 - "Community 205" +### Community 243 - "Community 243" Cohesion: 1.0 Nodes (1): Client → Server: Request a plain-text brief (home or project). -### Community 206 - "Community 206" +### Community 244 - "Community 244" Cohesion: 1.0 Nodes (1): Server → Client: signals start of a streaming response. -### Community 207 - "Community 207" -Cohesion: 1.0 -Nodes (1): Server → Client: streamed text token. - -### Community 208 - "Community 208" +### Community 245 - "Community 245" Cohesion: 1.0 Nodes (1): Server → Client: signals end of a streaming response. -### Community 209 - "Community 209" +### Community 246 - "Community 246" Cohesion: 1.0 Nodes (1): Structured floating domain payload for UI routing decisions. -### Community 210 - "Community 210" +### Community 247 - "Community 247" Cohesion: 1.0 Nodes (1): Server → Client: domain determined for a floating request. -### Community 211 - "Community 211" +### Community 248 - "Community 248" Cohesion: 1.0 Nodes (1): Per-type extraction config produced by the journey chatbot. -### Community 212 - "Community 212" +### Community 249 - "Community 249" Cohesion: 1.0 Nodes (1): Structured agent configuration (replaces freeform prompt_template). -### Community 213 - "Community 213" +### Community 250 - "Community 250" Cohesion: 1.0 -Nodes (1): List notes, optionally scoped to a project by project_id. +Nodes (1): Stream a plain-text daily home brief. Yields (event_type, data) tuples id -### Community 214 - "Community 214" +### Community 251 - "Community 251" Cohesion: 1.0 -Nodes (1): Fetch a single note by its UUID to read its full Markdown content. +Nodes (1): Stream a plain-text project status brief for project_id. Yields (event_ty -### Community 215 - "Community 215" -Cohesion: 1.0 -Nodes (1): Create a new note. title: note heading (required) content: Markdown bo - -### Community 216 - "Community 216" -Cohesion: 1.0 -Nodes (1): Update an existing note. Only pass fields that should change. note_id: UUID - -### Community 217 - "Community 217" -Cohesion: 1.0 -Nodes (1): Delete a note permanently by its UUID. - -### Community 218 - "Community 218" +### Community 252 - "Community 252" Cohesion: 1.0 Nodes (1): Return the resolved model string for *agent_name* (for Langfuse tracking). -### Community 219 - "Community 219" +### Community 253 - "Community 253" Cohesion: 1.0 Nodes (1): Return an LLM configured for *agent_name*, respecting per-agent overrides. -### Community 220 - "Community 220" +### Community 254 - "Community 254" Cohesion: 1.0 Nodes (1): Return an embedding vector for *text*. Uses ``settings.LLM_EMBED_MODEL`` -### Community 221 - "Community 221" +### Community 255 - "Community 255" +Cohesion: 1.0 +Nodes (1): Server → Client: requests a CRUD/vector operation on the local DB. + +### Community 256 - "Community 256" +Cohesion: 1.0 +Nodes (1): Client → Server: result of a CRUD/vector operation. + +### Community 257 - "Community 257" +Cohesion: 1.0 +Nodes (1): Server → Client: incremental LLM response text. + +### Community 258 - "Community 258" +Cohesion: 1.0 +Nodes (1): Server → Client: signals end of response with the complete text. + +### Community 259 - "Community 259" +Cohesion: 1.0 +Nodes (1): User display preferences sent by Electron on each request. + +### Community 260 - "Community 260" +Cohesion: 1.0 +Nodes (1): Scope for a floating request — narrows the agent to a specific entity. + +### Community 261 - "Community 261" +Cohesion: 1.0 +Nodes (1): Client → Server: Home chat message. + +### Community 262 - "Community 262" +Cohesion: 1.0 +Nodes (1): Server → Client: signals start of a streaming response. + +### Community 263 - "Community 263" +Cohesion: 1.0 +Nodes (1): Server → Client: streamed text token. + +### Community 264 - "Community 264" +Cohesion: 1.0 +Nodes (1): Server → Client: signals end of a streaming response. + +### Community 265 - "Community 265" +Cohesion: 1.0 +Nodes (1): Structured floating domain payload for UI routing decisions. + +### Community 266 - "Community 266" +Cohesion: 1.0 +Nodes (1): Server → Client: domain determined for a floating request. + +### Community 267 - "Community 267" +Cohesion: 1.0 +Nodes (1): Per-type extraction config produced by the journey chatbot. + +### Community 268 - "Community 268" +Cohesion: 1.0 +Nodes (1): List notes, optionally scoped to a project by project_id. + +### Community 269 - "Community 269" +Cohesion: 1.0 +Nodes (1): Fetch a single note by its UUID to read its full Markdown content. + +### Community 270 - "Community 270" +Cohesion: 1.0 +Nodes (1): Create a new note. title: note heading (required) content: Markdown bo + +### Community 271 - "Community 271" +Cohesion: 1.0 +Nodes (1): Update an existing note. Only pass fields that should change. note_id: UUID + +### Community 272 - "Community 272" +Cohesion: 1.0 +Nodes (1): Delete a note permanently by its UUID. + +### Community 273 - "Community 273" +Cohesion: 1.0 +Nodes (1): Return the resolved model string for *agent_name* (for Langfuse tracking). + +### Community 274 - "Community 274" +Cohesion: 1.0 +Nodes (1): Return an LLM configured for *agent_name*, respecting per-agent overrides. + +### Community 275 - "Community 275" +Cohesion: 1.0 +Nodes (1): Return an embedding vector for *text*. Uses ``settings.LLM_EMBED_MODEL`` + +### Community 276 - "Community 276" Cohesion: 1.0 Nodes (1): Stripe Dependency (billing) +### Community 277 - "Community 277" +Cohesion: 1.0 +Nodes (1): Pydantic (>=2.10) + +### Community 278 - "Community 278" +Cohesion: 1.0 +Nodes (1): python-jose (JWT) + +### Community 279 - "Community 279" +Cohesion: 1.0 +Nodes (1): Stripe SDK + +### Community 280 - "Community 280" +Cohesion: 1.0 +Nodes (1): boto3 + +### Community 281 - "Community 281" +Cohesion: 1.0 +Nodes (1): slowapi (rate limit) + +### Community 282 - "Community 282" +Cohesion: 1.0 +Nodes (1): bcrypt + +### Community 283 - "Community 283" +Cohesion: 1.0 +Nodes (1): websockets + +### Community 284 - "Community 284" +Cohesion: 1.0 +Nodes (1): Pinecone + +### Community 285 - "Community 285" +Cohesion: 1.0 +Nodes (1): qdrant-client + +### Community 286 - "Community 286" +Cohesion: 1.0 +Nodes (1): MSAL (Microsoft Auth) + +### Community 287 - "Community 287" +Cohesion: 1.0 +Nodes (1): APScheduler + +### Community 288 - "Community 288" +Cohesion: 1.0 +Nodes (1): python-docx + +### Community 289 - "Community 289" +Cohesion: 1.0 +Nodes (1): ruff + +### Community 290 - "Community 290" +Cohesion: 1.0 +Nodes (1): Mistral (EU residency option) + +### Community 291 - "Community 291" +Cohesion: 1.0 +Nodes (1): DeepSeek (dev-only, CN) + +### Community 292 - "Community 292" +Cohesion: 1.0 +Nodes (1): Competitor: Reclaim.ai + +### Community 293 - "Community 293" +Cohesion: 1.0 +Nodes (1): Telegram bot integration + +### Community 294 - "Community 294" +Cohesion: 1.0 +Nodes (1): LLM Provider Report April 2026 + ## Ambiguous Edges - Review These - `Google Auth Libraries (OAuth)` → `Agent Runner V2 — agent execution test harness` [AMBIGUOUS] api/requirements.txt · relation: conceptually_related_to ## Knowledge Gaps -- **297 isolated node(s):** `Seed script: inserts fake clients, projects, tasks, timeline events, and notes`, `Timestamp in ms, optionally shifted into the past.`, `Initial schema: users, refresh_tokens, subscriptions. Revision ID: 001 Revis`, `Add agent config and run log tables: local_agent_configs, cloud_agent_configs, a`, `Add memory tables and user encryption_key column. Memory tables: memory_co` (+292 more) +- **519 isolated node(s):** `Seed script: inserts fake clients, projects, tasks, timeline events, and notes`, `Timestamp in ms, optionally shifted into the past.`, `Initial schema: users, refresh_tokens, subscriptions. Revision ID: 001 Revis`, `Add agent config and run log tables: local_agent_configs, cloud_agent_configs, a`, `Add memory tables and user encryption_key column. Memory tables: memory_co` (+514 more) These have ≤1 connection - possible missing edges or undocumented components. -- **Thin community `Community 39`** (7 nodes): `sidebar.tsx`, `cn()`, `handleKeyDown()`, `SidebarMenu()`, `SidebarMenuButton()`, `SidebarMenuItem()`, `useSidebar()` +- **Thin community `Community 49`** (7 nodes): `sidebar.tsx`, `cn()`, `handleKeyDown()`, `SidebarMenu()`, `SidebarMenuButton()`, `SidebarMenuItem()`, `useSidebar()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 49`** (5 nodes): `theme-provider.tsx`, `sonner.tsx`, `ThemeProvider()`, `useTheme()`, `Toaster()` +- **Thin community `Community 59`** (5 nodes): `theme-provider.tsx`, `sonner.tsx`, `ThemeProvider()`, `useTheme()`, `Toaster()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 52`** (4 nodes): `locale-defaults.ts`, `detectFormatPrefs()`, `detectLanguage()`, `inferDateFormat()` +- **Thin community `Community 65`** (4 nodes): `locale-defaults.ts`, `detectFormatPrefs()`, `detectLanguage()`, `inferDateFormat()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 65`** (4 nodes): `001_initial_schema.py`, `downgrade()`, `Initial schema: users, refresh_tokens, subscriptions. Revision ID: 001 Revis`, `upgrade()` +- **Thin community `Community 77`** (4 nodes): `001_initial_schema.py`, `downgrade()`, `Initial schema: users, refresh_tokens, subscriptions. Revision ID: 001 Revis`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 66`** (4 nodes): `003_agent_tables.py`, `downgrade()`, `Add agent config and run log tables: local_agent_configs, cloud_agent_configs, a`, `upgrade()` +- **Thin community `Community 78`** (4 nodes): `003_agent_tables.py`, `downgrade()`, `Add agent config and run log tables: local_agent_configs, cloud_agent_configs, a`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 67`** (4 nodes): `004_add_memory_tables.py`, `downgrade()`, `Add memory tables and user encryption_key column. Memory tables: memory_co`, `upgrade()` +- **Thin community `Community 79`** (4 nodes): `004_add_memory_tables.py`, `downgrade()`, `Add memory tables and user encryption_key column. Memory tables: memory_co`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 68`** (4 nodes): `005_associative_pgvector.py`, `downgrade()`, `Phase 1 — confirm pgvector activation on memory_associative. Migration 004 cr`, `upgrade()` +- **Thin community `Community 80`** (4 nodes): `005_associative_pgvector.py`, `downgrade()`, `Phase 1 — confirm pgvector activation on memory_associative. Migration 004 cr`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 69`** (4 nodes): `006_memory_relations.py`, `downgrade()`, `Add memory_relations table (Phase 3 — relational tier). Revision ID: 006 Rev`, `upgrade()` +- **Thin community `Community 81`** (4 nodes): `006_memory_relations.py`, `downgrade()`, `Add memory_relations table (Phase 3 — relational tier). Revision ID: 006 Rev`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 70`** (4 nodes): `1f5975a4f3f4_add_extraction_queue.py`, `downgrade()`, `add extraction_queue Revision ID: 1f5975a4f3f4 Revises: 005 Create Date: 20`, `upgrade()` +- **Thin community `Community 82`** (4 nodes): `1f5975a4f3f4_add_extraction_queue.py`, `downgrade()`, `add extraction_queue Revision ID: 1f5975a4f3f4 Revises: 005 Create Date: 20`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 71`** (4 nodes): `818478c251dc_add_name_and_surname_to_users_table.py`, `downgrade()`, `add name and surname to users table Revision ID: 818478c251dc Revises: 004`, `upgrade()` +- **Thin community `Community 83`** (4 nodes): `818478c251dc_add_name_and_surname_to_users_table.py`, `downgrade()`, `add name and surname to users table Revision ID: 818478c251dc Revises: 004`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 72`** (4 nodes): `b4c0d1e2f3a4_add_oauth_and_avatar.py`, `downgrade()`, `Add oauth_accounts table, nullable password_hash, avatar_url to users. Revisi`, `upgrade()` +- **Thin community `Community 84`** (4 nodes): `b4c0d1e2f3a4_add_oauth_and_avatar.py`, `downgrade()`, `Add oauth_accounts table, nullable password_hash, avatar_url to users. Revisi`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 73`** (4 nodes): `c5d1e2f3a4b5_add_onboarding_completed_at.py`, `downgrade()`, `Add onboarding_completed_at column to users table. Revision ID: c5d1e2f3a4b5`, `upgrade()` +- **Thin community `Community 85`** (4 nodes): `c5d1e2f3a4b5_add_onboarding_completed_at.py`, `downgrade()`, `Add onboarding_completed_at column to users table. Revision ID: c5d1e2f3a4b5`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 74`** (4 nodes): `e04100e88ace_avatar_url_varchar_to_text.py`, `downgrade()`, `avatar_url_varchar_to_text Revision ID: e04100e88ace Revises: c5d1e2f3a4b5`, `upgrade()` +- **Thin community `Community 86`** (4 nodes): `d6e3f4a5b6c7_folder_index_tables.py`, `downgrade()`, `Add token tracking columns for folder integration. Revision ID: d6e3f4a5b6c7 Re`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 75`** (4 nodes): `downgrade()`, `create waitlist_entries table Revision ID: 001 Revises: Create Date: 2026-0`, `upgrade()`, `001_create_waitlist_entries.py` +- **Thin community `Community 87`** (4 nodes): `e04100e88ace_avatar_url_varchar_to_text.py`, `downgrade()`, `avatar_url_varchar_to_text Revision ID: e04100e88ace Revises: c5d1e2f3a4b5`, `upgrade()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 76`** (4 nodes): `downgrade()`, `add consent_given_at and anonymized_at columns Revision ID: 002 Revises: 001`, `upgrade()`, `002_add_gdpr_fields.py` +- **Thin community `Community 88`** (4 nodes): `downgrade()`, `create waitlist_entries table Revision ID: 001 Revises: Create Date: 2026-0`, `upgrade()`, `001_create_waitlist_entries.py` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 77`** (4 nodes): `downgrade()`, `add language column to waitlist_entries Revision ID: 003 Revises: 002 Creat`, `upgrade()`, `003_add_language_column.py` +- **Thin community `Community 89`** (4 nodes): `downgrade()`, `add consent_given_at and anonymized_at columns Revision ID: 002 Revises: 001`, `upgrade()`, `002_add_gdpr_fields.py` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 143`** (2 nodes): `Expose tool modules used by deep orchestrator-worker graphs.`, `__init__.py` +- **Thin community `Community 90`** (4 nodes): `downgrade()`, `add language column to waitlist_entries Revision ID: 003 Revises: 002 Creat`, `upgrade()`, `003_add_language_column.py` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 144`** (2 nodes): `deps.py`, `Shared FastAPI dependencies. ``get_current_user`` and ``oauth2_scheme`` live` +- **Thin community `Community 169`** (2 nodes): `Expose tool modules used by deep orchestrator-worker graphs.`, `__init__.py` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 145`** (2 nodes): `__init__.py`, `OAuth provider abstractions and utilities.` +- **Thin community `Community 170`** (2 nodes): `deps.py`, `Shared FastAPI dependencies. ``get_current_user`` and ``oauth2_scheme`` live` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 147`** (2 nodes): `API Dev Server Command (uvicorn)`, `FastAPI Framework Dependency` +- **Thin community `Community 171`** (2 nodes): `__init__.py`, `OAuth provider abstractions and utilities.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 148`** (2 nodes): `Pinecone + Qdrant Vector Store Dependencies`, `SQLAlchemy + asyncpg + Alembic (DB stack)` +- **Thin community `Community 173`** (2 nodes): `API Dev Server Command (uvicorn)`, `FastAPI Framework Dependency` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 149`** (2 nodes): `Email Type: Date — contains scheduled event/date`, `Test Fixture: Date Email (agent_runner_v2) — kickoff meeting with date` +- **Thin community `Community 174`** (2 nodes): `Pinecone + Qdrant Vector Store Dependencies`, `SQLAlchemy + asyncpg + Alembic (DB stack)` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 150`** (2 nodes): `Email Type: No-Project — irrelevant to any project`, `Test Fixture: No-Project Email (agent_runner_v2) — newsletter unrelated to project` +- **Thin community `Community 175`** (2 nodes): `Email Type: No-Project — irrelevant to any project`, `Test Fixture: No-Project Email (agent_runner_v2) — newsletter unrelated to project` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 151`** (2 nodes): `Email Type: Thread — nested reply chain (blockquote structure)`, `Test Fixture: Email Thread (preprocessors) — nested blockquote multi-turn thread` +- **Thin community `Community 176`** (2 nodes): `Email Type: Date — contains scheduled event/date`, `Test Fixture: Date Email (agent_runner_v2) — kickoff meeting with date` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 152`** (2 nodes): `Email Type: Heavy HTML — complex table-based layout email`, `Test Fixture: Heavy HTML Email (preprocessors) — complex table layout newsletter` +- **Thin community `Community 177`** (2 nodes): `Email Type: Thread — nested reply chain (blockquote structure)`, `Test Fixture: Email Thread (preprocessors) — nested blockquote multi-turn thread` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 191`** (1 nodes): `Return updated credential dict if the access token was refreshed. If` +- **Thin community `Community 178`** (2 nodes): `Email Type: Heavy HTML — complex table-based layout email`, `Test Fixture: Heavy HTML Email (preprocessors) — complex table layout newsletter` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 192`** (1 nodes): `Return updated credential dict if the access token was refreshed. Ret` +- **Thin community `Community 179`** (2 nodes): `Alembic`, `psycopg2-binary` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 196`** (1 nodes): `Server → Client: requests a CRUD/vector operation on the local DB.` +- **Thin community `Community 180`** (2 nodes): `Device-specific backup key`, `cryptography (Fernet)` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 197`** (1 nodes): `Client → Server: result of a CRUD/vector operation.` +- **Thin community `Community 181`** (2 nodes): `DateField withTime + flat props`, `parseDate HH:MM suffix support` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 198`** (1 nodes): `Server → Client: incremental LLM response text.` +- **Thin community `Community 182`** (2 nodes): `E2E fixture-driven YAML tests`, `pytest` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 199`** (1 nodes): `Server → Client: signals end of response with the complete text.` +- **Thin community `Community 183`** (2 nodes): `Cloudflare Argo Smart Routing`, `Cloudflare Load Balancing geo steering` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 200`** (1 nodes): `Client → Server: device identification on WS connect.` +- **Thin community `Community 184`** (2 nodes): `memory_maintenance.py`, `Proactive Pattern Mining` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 201`** (1 nodes): `User display preferences sent by Electron on each request.` +- **Thin community `Community 231`** (1 nodes): `Return updated credential dict if the access token was refreshed. If` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 202`** (1 nodes): `Scope for a floating request — narrows the agent to a specific entity.` +- **Thin community `Community 232`** (1 nodes): `Return updated credential dict if the access token was refreshed. Ret` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 203`** (1 nodes): `Client → Server: Home chat message.` +- **Thin community `Community 236`** (1 nodes): `Server → Client: requests a CRUD/vector operation on the local DB.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 204`** (1 nodes): `Client → Server: Floating chat message scoped to an entity.` +- **Thin community `Community 237`** (1 nodes): `Client → Server: result of a CRUD/vector operation.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 205`** (1 nodes): `Client → Server: Request a plain-text brief (home or project).` +- **Thin community `Community 238`** (1 nodes): `Server → Client: incremental LLM response text.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 206`** (1 nodes): `Server → Client: signals start of a streaming response.` +- **Thin community `Community 239`** (1 nodes): `Client → Server: device identification on WS connect.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 207`** (1 nodes): `Server → Client: streamed text token.` +- **Thin community `Community 240`** (1 nodes): `User display preferences sent by Electron on each request.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 208`** (1 nodes): `Server → Client: signals end of a streaming response.` +- **Thin community `Community 241`** (1 nodes): `Scope for a floating request — narrows the agent to a specific entity.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 209`** (1 nodes): `Structured floating domain payload for UI routing decisions.` +- **Thin community `Community 242`** (1 nodes): `Client → Server: Floating chat message scoped to an entity.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 210`** (1 nodes): `Server → Client: domain determined for a floating request.` +- **Thin community `Community 243`** (1 nodes): `Client → Server: Request a plain-text brief (home or project).` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 211`** (1 nodes): `Per-type extraction config produced by the journey chatbot.` +- **Thin community `Community 244`** (1 nodes): `Server → Client: signals start of a streaming response.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 212`** (1 nodes): `Structured agent configuration (replaces freeform prompt_template).` +- **Thin community `Community 245`** (1 nodes): `Server → Client: signals end of a streaming response.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 213`** (1 nodes): `List notes, optionally scoped to a project by project_id.` +- **Thin community `Community 246`** (1 nodes): `Structured floating domain payload for UI routing decisions.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 214`** (1 nodes): `Fetch a single note by its UUID to read its full Markdown content.` +- **Thin community `Community 247`** (1 nodes): `Server → Client: domain determined for a floating request.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 215`** (1 nodes): `Create a new note. title: note heading (required) content: Markdown bo` +- **Thin community `Community 248`** (1 nodes): `Per-type extraction config produced by the journey chatbot.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 216`** (1 nodes): `Update an existing note. Only pass fields that should change. note_id: UUID` +- **Thin community `Community 249`** (1 nodes): `Structured agent configuration (replaces freeform prompt_template).` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 217`** (1 nodes): `Delete a note permanently by its UUID.` +- **Thin community `Community 250`** (1 nodes): `Stream a plain-text daily home brief. Yields (event_type, data) tuples id` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 218`** (1 nodes): `Return the resolved model string for *agent_name* (for Langfuse tracking).` +- **Thin community `Community 251`** (1 nodes): `Stream a plain-text project status brief for project_id. Yields (event_ty` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 219`** (1 nodes): `Return an LLM configured for *agent_name*, respecting per-agent overrides.` +- **Thin community `Community 252`** (1 nodes): `Return the resolved model string for *agent_name* (for Langfuse tracking).` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 220`** (1 nodes): `Return an embedding vector for *text*. Uses ``settings.LLM_EMBED_MODEL``` +- **Thin community `Community 253`** (1 nodes): `Return an LLM configured for *agent_name*, respecting per-agent overrides.` Too small to be a meaningful cluster - may be noise or needs more connections extracted. -- **Thin community `Community 221`** (1 nodes): `Stripe Dependency (billing)` +- **Thin community `Community 254`** (1 nodes): `Return an embedding vector for *text*. Uses ``settings.LLM_EMBED_MODEL``` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 255`** (1 nodes): `Server → Client: requests a CRUD/vector operation on the local DB.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 256`** (1 nodes): `Client → Server: result of a CRUD/vector operation.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 257`** (1 nodes): `Server → Client: incremental LLM response text.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 258`** (1 nodes): `Server → Client: signals end of response with the complete text.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 259`** (1 nodes): `User display preferences sent by Electron on each request.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 260`** (1 nodes): `Scope for a floating request — narrows the agent to a specific entity.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 261`** (1 nodes): `Client → Server: Home chat message.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 262`** (1 nodes): `Server → Client: signals start of a streaming response.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 263`** (1 nodes): `Server → Client: streamed text token.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 264`** (1 nodes): `Server → Client: signals end of a streaming response.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 265`** (1 nodes): `Structured floating domain payload for UI routing decisions.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 266`** (1 nodes): `Server → Client: domain determined for a floating request.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 267`** (1 nodes): `Per-type extraction config produced by the journey chatbot.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 268`** (1 nodes): `List notes, optionally scoped to a project by project_id.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 269`** (1 nodes): `Fetch a single note by its UUID to read its full Markdown content.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 270`** (1 nodes): `Create a new note. title: note heading (required) content: Markdown bo` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 271`** (1 nodes): `Update an existing note. Only pass fields that should change. note_id: UUID` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 272`** (1 nodes): `Delete a note permanently by its UUID.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 273`** (1 nodes): `Return the resolved model string for *agent_name* (for Langfuse tracking).` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 274`** (1 nodes): `Return an LLM configured for *agent_name*, respecting per-agent overrides.` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 275`** (1 nodes): `Return an embedding vector for *text*. Uses ``settings.LLM_EMBED_MODEL``` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 276`** (1 nodes): `Stripe Dependency (billing)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 277`** (1 nodes): `Pydantic (>=2.10)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 278`** (1 nodes): `python-jose (JWT)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 279`** (1 nodes): `Stripe SDK` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 280`** (1 nodes): `boto3` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 281`** (1 nodes): `slowapi (rate limit)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 282`** (1 nodes): `bcrypt` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 283`** (1 nodes): `websockets` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 284`** (1 nodes): `Pinecone` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 285`** (1 nodes): `qdrant-client` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 286`** (1 nodes): `MSAL (Microsoft Auth)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 287`** (1 nodes): `APScheduler` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 288`** (1 nodes): `python-docx` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 289`** (1 nodes): `ruff` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 290`** (1 nodes): `Mistral (EU residency option)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 291`** (1 nodes): `DeepSeek (dev-only, CN)` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 292`** (1 nodes): `Competitor: Reclaim.ai` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 293`** (1 nodes): `Telegram bot integration` + Too small to be a meaningful cluster - may be noise or needs more connections extracted. +- **Thin community `Community 294`** (1 nodes): `LLM Provider Report April 2026` Too small to be a meaningful cluster - may be noise or needs more connections extracted. ## Suggested Questions @@ -606,15 +984,15 @@ _Questions this graph is uniquely positioned to answer:_ - **What is the exact relationship between `Google Auth Libraries (OAuth)` and `Agent Runner V2 — agent execution test harness`?** _Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low._ -- **Why does `MemoryMiddleware` connect `Community 0` to `Community 2`, `Community 18`, `Community 4`, `Community 7`?** - _High betweenness centrality (0.091) - this node is a cross-community bridge._ -- **Why does `GoogleOAuthProvider` connect `Community 0` to `Community 10`?** - _High betweenness centrality (0.035) - this node is a cross-community bridge._ -- **Why does `execute_on_client()` connect `Community 6` to `Community 1`, `Community 2`, `Community 7`?** - _High betweenness centrality (0.031) - this node is a cross-community bridge._ -- **Are the 182 inferred relationships involving `MemoryMiddleware` (e.g. with `Relations agent — read-only tool wrapping MemoryMiddleware.query_relations.` and `Return a query_relations tool bound to *user_id*.`) actually correct?** - _`MemoryMiddleware` has 182 INFERRED edges - model-reasoned connections that need verification._ -- **Are the 116 inferred relationships involving `User` (e.g. with `Hourly cron: drain Free-tier extraction queue + mine proactive patterns for Powe` and `Base`) actually correct?** - _`User` has 116 INFERRED edges - model-reasoned connections that need verification._ +- **Why does `MemoryMiddleware` connect `API Auth + Memory Backbone` to `Agent Runners (deep/brief/folder)`, `Chat + Device WebSocket`, `Memory Tests + Seeds`?** + _High betweenness centrality (0.062) - this node is a cross-community bridge._ +- **Why does `run_floating_stream()` connect `Agent Runners (deep/brief/folder)` to `Electron Main + Indexer`, `Chat + Device WebSocket`, `Memory Tests + Seeds`?** + _High betweenness centrality (0.039) - this node is a cross-community bridge._ +- **Are the 211 inferred relationships involving `MemoryMiddleware` (e.g. with `User` and `Subscription`) actually correct?** + _`MemoryMiddleware` has 211 INFERRED edges - model-reasoned connections that need verification._ +- **Are the 125 inferred relationships involving `User` (e.g. with `Base` and `Hourly cron: drain Free-tier extraction queue + mine proactive patterns for Powe`) actually correct?** + _`User` has 125 INFERRED edges - model-reasoned connections that need verification._ - **Are the 104 inferred relationships involving `MemoryProactive` (e.g. with `Base` and `_RegisterRequest`) actually correct?** - _`MemoryProactive` has 104 INFERRED edges - model-reasoned connections that need verification._ \ No newline at end of file + _`MemoryProactive` has 104 INFERRED edges - model-reasoned connections that need verification._ +- **Are the 96 inferred relationships involving `Subscription` (e.g. with `Base` and `Auth middleware — JWT validation dependency. ``get_current_user`` is the Fast`) actually correct?** + _`Subscription` has 96 INFERRED edges - model-reasoned connections that need verification._ \ No newline at end of file diff --git a/graphify-out/graph.html b/graphify-out/graph.html index 792b44f..8ca7227 100644 --- a/graphify-out/graph.html +++ b/graphify-out/graph.html @@ -2,7 +2,7 @@ -graphify - graphify-out\graph.html +graphify - graphify-out/graph.html