Robot mode consistency improvements across all command output:
Timing:
- Every robot JSON response now includes meta.elapsed_ms measuring
wall-clock time from command start to serialization. Agents can use
this to detect slow queries and tune --limit or --project filters.
Field selection (--fields):
- print_list_issues_json and print_list_mrs_json accept an optional
fields slice that prunes each item in the response array to only
the requested keys. A "minimal" preset expands to
[iid, title, state, updated_at_iso] for token-efficient agent scans.
- filter_fields and expand_fields_preset live in the new
src/cli/robot.rs module alongside RobotMeta.
Actionable error recovery:
- LoreError gains an actions() method returning concrete shell commands
an agent can execute to recover (e.g. "ollama serve" for
OllamaUnavailable, "lore init" for ConfigNotFound).
- RobotError now serializes an "actions" array (empty array omitted)
so agents can parse and offer one-click fixes.
Envelope consistency:
- show issue/MR JSON responses now use the standard
{"ok":true,"data":...,"meta":...} envelope instead of bare data,
matching all other commands.
Files: src/cli/robot.rs (new), src/core/error.rs,
src/cli/commands/{count,embed,generate_docs,ingest,list,show,stats,sync_status}.rs
Co-Authored-By: Claude Opus 4.6 <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>
Add end-to-end observability to the sync and ingest pipelines:
Sync command:
- Generate UUID-based run_id for each sync invocation, propagated through
all child spans for log correlation across stages
- Accept MetricsLayer reference to extract hierarchical StageTiming data
after pipeline completion for robot-mode performance output
- Record sync runs in DB via SyncRunRecorder (start/succeed/fail lifecycle)
- Wrap entire sync execution in a root tracing span with run_id field
Ingest command:
- Wrap run_ingest in an instrumented root span with run_id and resource_type
- Add project path prefix to discussion progress bars for multi-project clarity
- Reset resource_events_synced_for_updated_at on --full re-sync
Sync status:
- Expand from single last_run to configurable recent runs list (default 10)
- Parse and expose StageTiming metrics from stored metrics_json
- Add run_id, total_items_processed, total_errors to SyncRunInfo
- Add mr_count to DataSummary for complete entity coverage
Orchestrator:
- Add #[instrument] with structured fields to issue and MR ingestion functions
- Record items_processed, items_skipped, errors on span close for MetricsLayer
- Emit granular progress events (IssuesFetchStarted, IssuesFetchComplete)
- Pass project_id through to drain_resource_events for scoped job claiming
Document regenerator and embedding pipeline:
- Add #[instrument] spans with items_processed, items_skipped, errors fields
- Record final counts on span close for metrics extraction
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>
