Implement drift detection using cosine similarity between issue description
embedding and chronological note embeddings. Sliding window (size 3) identifies
topic drift points. Includes human and robot output formatters.
New files: drift.rs, similarity.rs
Closes: bd-1cjx
Add `lore who` command with 5 query modes answering collaboration questions
using existing DB data (280K notes, 210K discussions, 33K DiffNotes):
- Expert: who knows about a file/directory (DiffNote path analysis + MR breadth scoring)
- Workload: what is a person working on (assigned issues, authored/reviewing MRs, discussions)
- Active: what discussions need attention (unresolved resolvable, global/project-scoped)
- Overlap: who else is touching these files (dual author+reviewer role tracking)
- Reviews: what review patterns does a person have (prefix-based category extraction)
Includes migration 017 (5 composite indexes), CLI skeleton with clap conflicts_with
validation, robot JSON output with input+resolved_input reproducibility, human terminal
output, and 20 unit tests. All quality gates pass.
Closes: bd-1q8z, bd-34rr, bd-2rk9, bd-2ldg, bd-zqpf, bd-s3rc, bd-m7k1, bd-b51e,
bd-2711, bd-1rdi, bd-3mj2, bd-tfh3, bd-zibc, bd-g0d5
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Complete Gate 3 by implementing the final three beads:
- bd-2f2: Human output renderer with colored event tags, entity refs,
evidence snippets, and expansion summary footer
- bd-dty: Robot JSON output with {ok,data,meta} envelope, ISO timestamps,
nested via provenance, and per-event-type details objects
- bd-1nf: CLI wiring with TimelineArgs (9 flags), Commands::Timeline
variant, handle_timeline handler, VALID_COMMANDS entry, and robot-docs
manifest with temporal_intelligence workflow
All 7 Gate 3 children now closed. Pipeline: SEED -> HYDRATE -> EXPAND ->
COLLECT -> RENDER fully operational.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
CLI help improvements (cli/mod.rs):
- Add descriptive help text to all global flags (-c, --robot, -J, etc.)
- Add descriptions to all subcommands (Issues, Mrs, Sync, etc.)
- Add --no-quiet flag for explicit quiet override
- Shell completions now shows installation instructions for each shell
- Optional subcommand: running bare 'lore' shows help in terminal mode,
robot-docs in robot mode
Structured clap error handling (main.rs):
- Early robot mode detection before parsing (env + args)
- JSON error output for parse failures in robot mode
- Semantic error codes: UNKNOWN_COMMAND, UNKNOWN_FLAG, MISSING_REQUIRED,
INVALID_VALUE, ARGUMENT_CONFLICT, etc.
- Fuzzy command suggestion using Jaro-Winkler similarity (>0.7 threshold)
- Help/version requests handled normally (exit 0, not error)
Robot-docs enhancements (main.rs):
- Document deprecated command aliases (list issues -> issues, etc.)
- Document clap error codes for programmatic error handling
- Include completions command in manifest
- Update flag documentation to show short forms (-n, -s, -p, etc.)
Dependencies:
- Add strsim 0.11 for Jaro-Winkler fuzzy matching
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Removes module-level doc comments (//! lines) and excessive inline doc
comments that were duplicating information already evident from:
- Function/struct names (self-documenting code)
- Type signatures (the what is clear from types)
- Implementation context (the how is clear from code)
Affected modules:
- cli/* - Removed command descriptions duplicating clap help text
- core/* - Removed module headers and obvious function docs
- documents/* - Removed extractor/regenerator/truncation docs
- embedding/* - Removed pipeline and chunking docs
- gitlab/* - Removed client and transformer docs (kept type definitions)
- ingestion/* - Removed orchestrator and ingestion docs
- search/* - Removed FTS and vector search docs
Philosophy: Code should be self-documenting. Comments should explain
"why" (business decisions, non-obvious constraints) not "what" (which
the code itself shows). This change reduces noise and maintenance burden
while keeping the codebase just as understandable.
Retains comments for:
- Non-obvious business logic
- Important safety invariants
- Complex algorithm explanations
- Public API boundaries where generated docs matter
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Automated formatting and lint corrections from parallel agent work:
- cargo fmt: import reordering (alphabetical), line wrapping to respect
max width, trailing comma normalization, destructuring alignment,
function signature reformatting, match arm formatting
- clippy (pedantic): Range::contains() instead of manual comparisons,
i64::from() instead of `as i64` casts, .clamp() instead of
.max().min() chains, let-chain refactors (if-let with &&),
#[allow(clippy::too_many_arguments)] and
#[allow(clippy::field_reassign_with_default)] where warranted
- Removed trailing blank lines and extra whitespace
No behavioral changes. All existing tests pass unmodified.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Extends the count command to support "events" as an entity type,
displaying resource event counts broken down by event type (state,
label, milestone) and entity type (issue, merge request).
New functions in count.rs:
- run_count_events: Creates DB connection and delegates to
events_db::count_events for the actual queries
- print_event_count: Human-readable table with aligned columns
showing per-type breakdowns and row/column totals
- print_event_count_json: Structured JSON matching the robot mode
contract with ok/data envelope and per-type issue/mr/total counts
JSON output structure:
{"ok":true,"data":{"state_events":{"issue":N,"merge_request":N,
"total":N},"label_events":{...},"milestone_events":{...},"total":N}}
Updated exports in commands/mod.rs to expose the three new public
functions (run_count_events, print_event_count, print_event_count_json).
The "events" branch in handle_count (main.rs, committed earlier)
routes to these functions before the existing entity type dispatcher.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Ingest:
- Introduce IngestDisplay struct with show_progress/show_text booleans
to decouple progress bars from text output. Replaces the robot_mode
bool parameter with explicit display control, enabling sync to show
progress without duplicating summary text (progress_only mode).
- Use resolve_project() for --project filtering instead of LIKE queries,
providing proper error messages for ambiguous or missing projects.
List:
- Add colored_cell() helper that checks console::colors_enabled() before
applying comfy-table foreground colors, bridging the gap between the
console and comfy-table crates for --color flag support.
- Use resolve_project() for project filtering (exact ID match).
- Improve since filter to return explicit errors instead of silently
ignoring invalid values.
- Improve format_relative_time for proper singular/plural forms.
Search:
- Validate --after/--updated-after with explicit error messages.
- Handle optional title field (Option<String>) in HydratedRow.
Show:
- Use resolve_project() for project disambiguation.
Sync:
- Thread robot_mode via SyncOptions for IngestDisplay selection.
- Use IngestDisplay::progress_only() in interactive sync mode.
GenerateDocs:
- Use resolve_project() for --project filtering.
Co-Authored-By: Claude (us.anthropic.claude-opus-4-5-20251101-v1:0) <noreply@anthropic.com>
Extends the CLI with six new commands that complete the search pipeline:
- lore search <QUERY>: Hybrid search with mode selection (lexical,
hybrid, semantic), rich filtering (--type, --author, --project,
--label, --path, --after, --updated-after), result limits, and
optional explain mode showing RRF score breakdowns. Safe FTS mode
sanitizes user input; raw mode passes through for power users.
- lore stats: Document and index statistics with optional --check
for integrity verification and --repair to fix inconsistencies
(orphaned documents, missing FTS entries, stale dirty queue items).
- lore embed: Generate vector embeddings via Ollama. Supports
--retry-failed to re-attempt previously failed embeddings.
- lore generate-docs: Drain the dirty queue to regenerate documents.
--full seeds all entities for complete rebuild. --project scopes
to a single project.
- lore sync: Full pipeline orchestration (ingest issues + MRs,
generate-docs, embed) with --no-embed and --no-docs flags for
partial runs. Reports per-stage results and total elapsed time.
- lore health: Quick pre-flight check (config exists, DB exists,
schema current). Returns exit code 1 if unhealthy. Designed for
agent pre-flight scripts.
- lore robot-docs: Machine-readable command manifest for agent
self-discovery. Returns all commands, flags, examples, exit codes,
and recommended workflows as structured JSON.
Also enhances lore init with --gitlab-url, --token-env-var, and
--projects flags for fully non-interactive robot-mode initialization.
Fixes init's force/non-interactive precedence logic and adds JSON
output for robot mode.
Updates all command files for the GiError -> LoreError rename.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Extends all data commands to support merge requests alongside issues,
with consistent patterns and JSON output for robot mode.
List command (gi list mrs):
- MR-specific columns: branches, draft status, reviewers
- Filters: --state (opened|merged|closed|locked|all), --draft,
--no-draft, --reviewer, --target-branch, --source-branch
- Discussion count with unresolved indicator (e.g., "5/2!")
- JSON output includes full MR metadata
Show command (gi show mr <iid>):
- MR details with branches, assignees, reviewers, merge status
- DiffNote positions showing file:line for code review comments
- Full description and discussion bodies (no truncation in JSON)
- --json flag for structured output with ISO timestamps
Count command (gi count mrs):
- MR counting with optional --type filter for discussions/notes
- JSON output with breakdown by state
Ingest command (gi ingest --type mrs):
- Full MR sync with discussion prefetch
- Progress output shows MR-specific metrics (diffnotes count)
- JSON summary with comprehensive sync statistics
All commands respect global --robot mode for auto-JSON output.
The pattern "gi list mrs --json | jq '.mrs[] | .iid'" now works
for scripted MR processing.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
