Tests the full path from multi-source Document ingestion through
IngestionPipeline -> KnowledgeStore -> TwoStageRetriever ->
KnowledgeSearchTool -> DeepResearchAgent to a cited report, and
verifies cross-platform retrieval returns results from >= 2 sources.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Multi-hop research agent that uses native function calling (OpenAI
tool_calls format) to search personal data across sources via
KnowledgeSearchTool, cross-references results, and produces narrative
answers with inline source citations.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Add optional retriever parameter to KnowledgeSearchTool so it can
delegate to TwoStageRetriever (BM25 + reranking) when supplied, falling
back to direct KnowledgeStore retrieval otherwise.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Two bugs found via live API testing:
- List notes API returns "notes" key, not "data" (was returning 0 results)
- Transcript speaker field is a dict {"source": "microphone"}, not a string
Verified: 112 real meeting notes synced, 2,226 chunks indexed and searchable.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Slack connector now skips bot_id messages and non-content subtypes
(message_changed, message_deleted, bot_message, channel_join, channel_leave).
Found by comparing against hermes-agent reference implementation.
Live smoke test indexes 4,467 chunks from real docs/ markdown files and
verifies the full pipeline: Obsidian → SyncEngine → KnowledgeStore → search.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Break long lines in test_notion.py, test_store.py, and test_sync_engine.py
to comply with the 88-character E501 limit enforced by ruff.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements IMessageConnector (auth_type='local') that opens ~/Library/Messages/chat.db
read-only, converts Apple nanosecond timestamps to UTC datetimes, and yields one
Document per message with handle-based author resolution and chat display names.
Includes 8 tests using a temporary SQLite DB and 2 MCP tools (search + get conversation).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GContactsConnector using the People API v1 to paginate
contacts (names, emails, phones, orgs) and yield them as Documents
with doc_type="contact". Includes 6 unit tests and auto-registration
in the connectors __init__.py.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GCalendarConnector (registered as "gcalendar") following the
gmail.py pattern: module-level API functions for calendarList and events.list,
_format_event helper for human-readable content, paginated sync across all
calendars, and three MCP tools (get_events_today, search_events, next_meeting).
Includes 6 tests covering not_connected, auth_url scope, sync document fields,
disconnect, mcp_tools, and registry.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GDriveConnector using the Drive API v3 with OAuth, paginated
file listing, Google Workspace export (Docs→text/plain, Sheets→text/csv,
Slides→text/plain), and 3 MCP tools. Adds auto-registration in __init__.py.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements SlackConnector that syncs channel message history via the Slack
Web API, with OAuth credential storage, user-map resolution, and 3 MCP tools.
Includes 7 tests covering connectivity, auth, sync document correctness,
disconnect, MCP tools, and registry registration.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GranolaConnector that syncs meeting notes from the Granola
public API, combining AI-generated summaries with full speaker transcripts
into searchable Documents. Includes cursor-based pagination, created_after
filtering, 2 MCP tools, and 8 tests covering all connector behaviours.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements NotionConnector that syncs pages via the Notion REST API,
renders block content (paragraph, headings, lists, code, quote, divider,
to_do) to markdown, and registers with ConnectorRegistry. Includes 8
tests covering auth, sync, rendering, disconnect, MCP tools, and registry.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Wire up ObsidianConnector and GmailConnector via auto-import in the
connectors __init__.py so they register on package import. Add a full
end-to-end integration test covering the Obsidian vault → SyncEngine →
KnowledgeStore → knowledge_search pipeline.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds connect_cmd.py with --list, --disconnect, --sync, and positional source
routing (filesystem vs OAuth), registers it in the CLI, and covers all
behaviours with 5 passing unit tests.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements KnowledgeSearchTool registered under "knowledge_search" that wraps
KnowledgeStore with optional filters (source, doc_type, author, since, until,
top_k) and formats results with source attribution for agent consumption.
Includes 8 unit tests covering basic search, filter-by-source, filter-by-author,
no-results, empty-query, no-store, spec parameters, and registry checks.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GmailConnector registered under 'gmail' in ConnectorRegistry,
a shared oauth.py helper (build_google_auth_url, load/save/delete_tokens)
reusable by Drive/Calendar/Contacts, and 7 fully mocked pytest tests
covering auth state, sync document extraction, disconnect, mcp_tools,
and registry lookup.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Implements ObsidianConnector (filesystem auth, no OAuth) that walks a vault
directory for .md/.markdown/.txt files, parses YAML frontmatter via a
dependency-free parser, skips hidden dirs and binary files, and yields
Document objects with doc_type="note" and obsidian:// deep-link URLs.
Exposes an obsidian_search_notes MCP ToolSpec. 9 tests cover connection
state, vault traversal, hidden-dir/binary filtering, frontmatter extraction,
and registry wiring.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Introduces SyncEngine that wraps IngestionPipeline with a SQLite state
database (sync_state.db) for checkpoint/resume: cursors and item counts
are persisted after every 100-document batch and on completion/error.
Adds 4 tests covering single-connector ingestion, checkpoint accuracy,
unsynced-connector None return, and multi-connector source filtering.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements IngestionPipeline that deduplicates Documents by doc_id (both
in-memory and by loading existing doc_ids from the store on init), chunks
content via SemanticChunker, and persists all chunks with full provenance
metadata to KnowledgeStore. 8 tests cover single-doc ingestion, dedup across
calls and batches, persistence across pipeline instances, long-doc multi-chunk
splitting, atomic event chunking, multi-source filtering, and return-value accuracy.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements SemanticChunker that splits text based on doc_type (event/contact
as single chunks, email on reply boundaries, message on double-newlines,
document/note on ## headings → paragraphs → sentences). ChunkResult carries
sequential 0-based indexes and inherits parent metadata; section headings are
added as chunk metadata. 16 tests covering all splitting strategies.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Implements KnowledgeStore (extends MemoryBackend) for Deep Research with a
rich SQLite/FTS5 schema supporting source, doc_type, author, participants,
timestamp, thread_id, url, and chunk_index columns; BM25 ranking via FTS5
with porter unicode61 tokenizer; filtered retrieval by source, doc_type,
author, since, and until; MEMORY_STORE/MEMORY_RETRIEVE event emission; WAL
journal mode; and 15 isolated tests using tmp_path fixtures.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Move mid-file imports to top of test file to resolve E402 violations and apply ruff formatting to both gemma_cpp.py and test_gemma_cpp.py.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds a `tool_calls` list field to `TurnTrace` capturing name, arguments,
and result for each tool invocation, enabling PinchBench transcript integration.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The test_init_creates_config test in test_cli.py was not updated
when the download prompt and privacy hook were added to jarvis init.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Wraps long CliRunner.invoke() calls, removes unused pytest imports,
fixes import ordering, and removes unused variables in test_scan.py.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Add slots=True to ScanResult dataclass
- Fix extra space in IPv6 port f-string
- Add missing tests: check_remote_access, check_icloud_sync, run_quick
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Registers the new scan command in the CLI. Adds a lightweight
privacy check at the end of jarvis init that runs disk encryption
and cloud sync checks, with pointer to jarvis scan for full audit.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Prompts user to download recommended model during jarvis init.
Adds --no-download flag for CI. Shows helpful message when no
model fits available memory. Adds exo/nexa next-steps text.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The FLOPs formula changed from quadratic (P*N*(N+1)) to linear
(2*P*T_evaluated) with KV-cache awareness. Update the test
expectation from ~100x to ~10x for 10x token increase.
Refactors model pull into reusable ollama_pull() function. Adds
--engine flag to support llamacpp (GGUF) and mlx (HuggingFace)
downloads via huggingface-cli, with FileNotFoundError handling.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
New PrivacyScanner class with checks for disk encryption (FileVault/LUKS),
MDM profiles, cloud sync agents, network exposure, and screen recording.
Supports macOS and Linux with graceful skip on missing tools.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Fixes recommend_model() returning empty string on Apple Silicon
when MLX is the recommended engine. Also adds gguf_file and
mlx_repo download metadata, and estimated_download_gb helper.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The test_init_defaults test expected OperativeAgent class defaults
(temperature=0.3) but didn't mock load_config(), so when config loaded
successfully it returned the global default (0.7) instead.
Fix: mock load_config to raise, so the test properly validates the
class-level _default_temperature/max_tokens/max_turns fallback path.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
