* feat(cli): block context build when a required connection fails its live test
A context build can take several minutes, so a connection that is
unreachable or misconfigured should stop the build up front instead of
failing partway through. Before the build starts, run a live connection
test for every primary- and context-source connection the build depends
on.
Each test's output is captured in a discarded buffer so raw error text
(and database paths) never reach the user; failures are surfaced only by
connection id and connector type, with a pointer to `ktx connection test
<id>` for the underlying error.
- Interactive setup lets the user fix the connection and retry without
restarting, re-resolving targets so an added/removed/reconfigured
connection is honored.
- `--no-input` exits non-zero and writes a failed context state with a
failureReason, so scripts stop early and setup never reads as ready.
Extract the buffered command IO helper out of setup-databases into
src/io/buffered-command-io.ts so both call sites share one implementation.
* feat(cli): use recovery primitive for database setup
* feat(cli): use recovery primitive for source setup
* docs: document setup connection recovery
* fix(cli): close database recovery gaps
* fix(cli): target failing project in gate hint and preserve missing-input
Address two review findings on the connection-recovery work:
- The connection-gate failure hint emitted `ktx connection test <id>` with no
--project-dir, so a setup run started with `--project-dir ./analytics` pointed
users at cwd/KTX_PROJECT_DIR instead of the project that just failed. Emit the
resolved project dir, matching the contextBuildCommands convention.
- The non-interactive database configure path returned `cancelled`, which the
recovery primitive collapses to `failed`. Sibling paths still report
`missing-input` for absent flags, so incomplete-flag runs were
indistinguishable from real connection failures. The database wrapper now
tracks the configure missing-input signal and restores the `missing-input`
step status; the shared primitive keeps its four outcomes.
* fix(ingest): recover textual-conflict gate failures; fix query-history adapter
Two latent gaps in the isolated-diff local-ingest pipeline that can abort an
otherwise-successful ingest:
- Metabase: when a work-unit patch hit both a textual conflict and a post-merge
dangling sl_ref, the after-textual-resolution branch returned a hard
semantic_conflict and rolled back the whole job. It now runs the same
repairGateFailure recovery the clean-apply branch already uses (re-validate,
then commit the union of resolved + repaired paths), reaching parity.
- Query history: the historic-sql adapter was registered only when ktx.yaml had
context.queryHistory.enabled=true, so `--query-history` threw "Adapter not
available for local ingest". Registration now resolves the dialect from driver
capability, since the explicit --query-history request is itself the opt-in;
the config-gated helper is unchanged for status/setup/probes.
Adds the previously-missing tests for both paths.
* chore: sync uv.lock to 0.8.0 (regenerated with pinned uv 0.11.11)
* fix(ingest): drop ktx's own scan probes and dedup tables in query history
Query history (historic-sql) mined two kinds of noise back into context:
- ktx's own warehouse scan emits relationship- and column-profiling probes
(the relationship_profile_values aggregation and the child_values/parent_values
FK-overlap CTEs) into pg_stat_statements. shouldDropBySql now filters these
ktx-owned, dialect-stable signatures so ktx introspection is not ingested as
usage history.
- The same physical table appears both bare (accounts, via search_path) and
schema-qualified (orbit_raw.accounts), producing duplicate per-table work
units. canonicalizeTableIdentifiers collapses a bare name into its unique
qualified form before work-unit keying; ambiguous names are left untouched.
On the orbit demo this removes ~35% of sampled query templates (ktx self-probes)
and ~45 duplicate per-table work units.
* docs(agents): add Design Reasoning Defaults section
Re-running setup was the dominant action for installs that completed setup but never ingested. Classify completion (incomplete | needs-context | needs-agents | ready) and drive one obvious next action per state: route a config-complete project straight to the build, point unbuilt-context users at `ktx ingest` instead of re-running setup or dropping to a bare shell, and confirm readiness for fully-set-up projects rather than reopening the edit menu.
Three reliability gaps surfaced while auditing why PostHog numbers were
untrustworthy:
1. Interrupted commands lost their events. capture() is fire-and-forget and the
only flush guarantee lived in a finally block, which SIGINT/SIGTERM skip — so
Ctrl-C'ing a long ingest or an MCP client killing 'ktx mcp stdio' dropped the
command event and any queued events. Add SIGINT/SIGTERM handlers (real-process
entry only; never under test/programmatic io) that mark the active command
span aborted, emit it, drain the emitter, then exit. Idempotent with the
normal finally path via the single-consume command span.
2. Headless-first installs were invisible. loadTelemetryIdentity refused to mint
an installId unless stdout was a TTY, so a machine whose first run was an
IDE-launched MCP server or a script emitted nothing, ever. Mint on first run
regardless of surface (still honoring CI/DO_NOT_TRACK/KTX_TELEMETRY_DISABLED),
writing the one-time notice to stderr — safe under the MCP stdio protocol,
which reserves stdout. Drop the now-unused stdoutIsTTY option.
3. No guard against silent emit regressions (the 0.7.0 scan_completed blackout).
Add tests: the shared executePublicIngestTarget chokepoint emits exactly one
ingest_completed on success and on the preflight-failure branch, and a
database target invokes the scan that emits scan_completed; plus coverage for
the aborted-flush helper.
Identity is unchanged otherwise: every event still attributes to the installId
in ~/.ktx/telemetry.json. No event/field changes, so Node<->Python schema parity
is untouched. Docs updated to reflect first-run-on-any-surface activation.
emitIngestCompleted was called only in runKtxPublicIngest's plain/json loop,
so the foreground 'ktx ingest' view and all of 'ktx setup' — which delegate to
runContextBuild -> executePublicIngestTarget — never emitted the event. That
left ingest_completed near-useless for measuring ingestion.
Move the emit into executePublicIngestTarget, the single per-target chokepoint
every entrypoint funnels through: a thin wrapper now captures timing, runs the
existing steps (extracted to runIngestTargetSteps), and emits exactly once. The
telemetry echo targets deps.runtimeIo (the real user stream) so a capture
buffer used for step output doesn't swallow it. Thread project through the
context-build call site. No schema/field changes, so Node<->Python telemetry
parity is unaffected.
Add tests: the shared chokepoint emits exactly one ingest_completed for any
caller, and a multi-target run emits one per target with no double-emit.
* feat: add codex sdk runner foundation
* feat: parse codex runtime events
* feat: expose codex runtime mcp tools
* feat: add codex llm runtime
* feat: wire codex llm backend
* test: avoid Array.fromAsync in codex runner test
* docs: document codex llm backend
* fix: tighten codex runtime config ownership
* fix: use codex sdk env and thread options
* fix: parse codex sdk event shapes
* test: add codex backend live smoke
* docs: clarify codex backend isolation
* fix: drive codex loop metrics from mcp events
* fix: enforce codex local step budget
* docs: disclose codex isolation limits
* fix: count all codex agent steps and stream step callbacks live
The agent-loop step budget only counted completed mcp_tool_call items, so
built-in command_execution steps (which the public Codex SDK/CLI surface can
still expose) never decremented the budget, letting ingest/reconciliation run
past stepBudget until Codex stopped on its own. onStepFinish was also replayed
only after the whole stream drained, so live work_unit_step / reconciliation
progress appeared stuck until the Codex process exited.
collectEvents is now the single live step accumulator: it counts every
completed agent-action item via a shared isCompletedAgentStep predicate
(command_execution, mcp_tool_call, file_change, web_search), fires onStepFinish
as each step completes, and enforces the budget on that broader count. A
no-tool turn still counts as one step. toolFailures stays MCP-specific, since a
non-zero command exit is normal agent exploration, not a loop failure.
* test: align ingest llm-guard assertions with codex backend
The skip-llm ingest guard message now lists codex as a valid backend and
mentions a Claude Code/Codex session plus a codex setup hint, but this slow
suite test still asserted the pre-codex wording. Update it to match the
production message (already covered by the local-bundle-runtime unit test) and
add the codex setup-line assertion.
* fix: treat codex error:null tool calls as success
The Codex SDK serializes error: null on successful mcp_tool_call items, so
the failure check (item.error !== undefined) flagged every successful tool
call as failed with the empty-payload default "Codex turn failed". This
killed every ingest work unit under the codex backend before it could
produce a patch.
Key on status === 'failed' (authoritative, always set) and only treat a
populated error object as a failure. Add a regression test built from a
verbatim real-SDK event capture.
* fix: default codex backend to gpt-5.5 and report real probe errors
The previous default gpt-5.3-codex is an API-key-only model that the OpenAI
API rejects under ChatGPT-account (subscription) auth, so codex status/setup
failed with a misleading "authentication is not usable" message even though
auth was fine.
- Default codex model is now gpt-5.5 (works on both subscription and API-key
auth); the curated setup picker offers gpt-5.5 / gpt-5.4 / gpt-5.4-mini and
keeps free-form entry for account-specific ids (e.g. gpt-5.3-codex-spark).
- runCodexAuthProbe now distinguishes "model not available" from an auth
failure and surfaces the real API error: collectEvents retains stream
events when the SDK throws on a non-zero exit, and the API error JSON
envelope is unwrapped to its human-readable message.
- The Codex isolation warning now renders inside the clack setup frame.
- Docs updated to gpt-5.5 with a note that *-codex ids require API-key auth.
* fix: require llm.models.default in status and match codex probe remediation
Status reported a project ready when a non-none LLM backend was configured
without llm.models.default, but the runtime (resolveModelSlots) hard-requires
it, so ingest/scan/memory threw after `ktx status` said the project was usable.
buildLlmStatus now fails for any non-none backend missing models.default and no
longer invents a fallback model for claude-code/codex.
Codex probe failures now carry a category-matched fix: a model-access failure
steers the user at llm.models.default instead of the auth/install remediation.
runCodexAuthProbe returns the fix and status consumes it; the message stays
self-sufficient so setup output is unchanged.
Docs: README now lists the codex backend and local Codex auth; ktx-setup.mdx
states --llm-model only accepts codex/default or gpt-*/codex-* ids.
Repaired four doctor fixtures that configured a backend without models.default
(the now-correctly-blocked config) and added coverage for the new behavior.
The GitHub repo was renamed back from Kaelio/ktx-ai-data-agents-context to Kaelio/ktx, reverting the URL changes from #250 across package metadata, CI (codecov + star-history slugs), issue/security templates, the release runbook, and docs/install commands.
Also removes the rename-resilience machinery #250 added: semantic-release now reads the repository URL straight from package.json (Kaelio/ktx) again, so the repositoryUrl() derivation in scripts/semantic-release-config.cjs, its tests, and the rename note in docs/release.md are no longer needed.
* feat(cli): share public ingest progress adapter
* feat(cli): stream plain public ingest progress
* test(cli): update plain ingest progress assertions
* chore(cli): satisfy plain ingest progress checks
* fix(artifacts): expect plain ingest stderr progress in installed-CLI smoke
* ci(coverage): make Codecov upload non-fatal and fix repo slug
The Coverage job failed because the Codecov upload returned
'Repository not found' while fail_ci_if_error was true, turning a
Codecov-side issue into a hard CI failure even though all tests pass.
- Set fail_ci_if_error: false on both uploads so Codecov outages or an
unlinked repo no longer break CI (upload stays best-effort).
- Correct the stale slug Kaelio/ktx -> Kaelio/ktx-ai-data-agents-context
to match the actual GitHub repo (aligns with main).
* fix(cli): isolate query-history failure capture from scan output
The plain public-ingest progress path passes one captured IO as the
target-level `io`. With progress deps set, both the schema scan and the
query-history ingest resolved their capture to that same shared buffer,
so a non-actionable query-history failure surfaced leftover scan report
text (e.g. "Mode: enriched") as the skipped-facet detail instead of the
real query-history message.
Give the query-history ingest a phase-local capture while preserving the
flow-to-io branch the foreground context-build view relies on.
---------
Co-authored-by: Andrey Avtomonov <7889985+andreybavt@users.noreply.github.com>
* fix(release): point repository URLs at renamed GitHub repo
The GitHub repo was renamed from Kaelio/ktx to
Kaelio/ktx-ai-data-agents-context. semantic-release reads repositoryUrl
from package.json's repository field and the @semantic-release/github
plugin failed verifyConditions with EMISMATCHGITHUBURL because it no
longer matched the live clone URL.
Update every Kaelio/ktx reference to the renamed repo: package metadata
(root + CLI repository/bugs/homepage), the codecov upload slugs and
star-history slug in CI, the issue-template and security-advisory links,
the release runbook, and all docs/install commands.
* fix(release): derive semantic-release repositoryUrl from the CI repo
@semantic-release/github exact-matches repositoryUrl against the live
GitHub clone_url (no redirect following), so any repo rename re-breaks the
release when repositoryUrl is the static package.json value.
Derive repositoryUrl from the runner's GITHUB_REPOSITORY/GITHUB_SERVER_URL
so it always tracks the current repo name. A future rename (including back
to Kaelio/ktx) now resolves with no code change. Outside CI the option is
omitted, so semantic-release falls back to package.json as documented.
The package.json repository field stays ktx-ai-data-agents-context as
npm-display metadata, decoupled from the release-time match.
* feat(cli): profile ingest runs to find where wall-clock time goes
Add opt-in profiling for `ktx ingest`. Each timed phase, work unit, and
agent loop now records durationMs / step count / token usage in the
trace, and a post-run aggregator rolls them up into a "where did the
time go" report printed to stderr.
Enable per run with KTX_PROFILE_INGEST (1/true -> human table, json ->
raw structured profile) or persistently via `ingest.profile` in
ktx.yaml. The json form emits raw milliseconds, token counts, and a
summary.headline one-line diagnosis so coding agents can parse it
directly; json wins when both env and config request profiling.
- runtime-port: RunLoopMetrics (totalMs, usage, stepCount,
stepBoundariesMs) plus onMetrics callbacks on text/object generation
- ai-sdk + claude-code runtimes: capture per-loop timing and token usage
- work-unit-executor and stages 3/4: thread metrics into trace events
- ingest-bundle.runner: time worktree / triage / clustering / index /
reconcile / squash phases and emit the profile in a finally block
(best-effort; never affects the run outcome)
- ingest-profile: new trace+transcript aggregator with table/json formatters
- config: ingest.profile flag; docs: profiling section in ktx-ingest.mdx
* fix(cli): flush tool-call logs before reading ingest profile
Tool transcripts are appended fire-and-forget so the agent hot path never
blocks on logging. The ingest profiler read them before the writes settled,
so per-work-unit toolMs (and the model-vs-tool split derived from it) could
be incomplete. Track in-flight appends and expose flushToolCallLogs() —
bounded by a timeout so it can never hang — and flush before the profiler
reads the transcript.
* feat(completion): complete known argument values
* fix(completion): hide Commander-hidden subcommands from completions
Replace the `__`-prefix name heuristic with Commander's `_hidden` flag so
internal subcommands registered with { hidden: true } (e.g. `mcp serve-internal`)
are excluded from completions, mirroring `ktx --help`.
* test: cover wiki and sl read command routing
* test: cover raw wiki and sl reads
* feat: add wiki read command
* feat: add sl read command
* feat: complete read command entity names
* docs: document wiki and sl read commands
* test: include read commands in command tree
* feat(sl): read and validate unique sources by name
* feat(sl): make read and validate connection id optional
* fix(completion): dedupe semantic source names
* docs(sl): document connection-optional read and validate
* fix(sl): require connection id for query command
* docs(sl): clarify query connection requirement
* fix(completion): don't resolve option values as subcommands
resolveCommand skipped flag tokens but not the value consumed by a
value-taking option in the `--flag value` form, so a connection id like
`query` was matched as the `sl query` subcommand and yielded no `sl`
completions. Track value-taking options and skip their consumed value
before matching subcommands.
* test(telemetry): assert first-run notice via TELEMETRY_NOTICE constant
CI (which tests this branch merged with main) failed because #243 changed
the first-run notice wording in identity.ts (dropped "anonymous") but left
this test grepping for the old literal 'ktx collects anonymous usage data',
so indexOf returned -1. Assert against the exported TELEMETRY_NOTICE
constant instead so the test tracks the source of truth and cannot drift
when the notice text changes again.
Set disableGeoip: false on the CLI telemetry client so events are enriched with approximate, IP-based location at ingest. Update the first-run notice, public telemetry docs, and the AGENTS telemetry policy to drop the prior "anonymous" wording to match.
* fix(cli): derive ingest outcomes from saved artifacts
* fix(cli): treat artifact-producing ingests with failures as partial
* fix(cli): route memory-flow run status through shared ingest outcome
* fix(cli): treat partial ingest as saved context in setup status
* test(cli): align memory-flow replay expectations with partial ingests
Fast mode (the ktx ingest --fast/--deep database-ingest depth toggle) is removed.
ktx ingest now always builds the full enriched ("deep") context. There is no
structural fallback: a database connection without a configured model and
embeddings fails the enrichment-readiness preflight before any work runs, with
a 'Run ktx setup to configure a model and embeddings' hint.
- Remove --fast/--deep flags, the per-connection context.depth field, and the
ktx setup depth prompt (delete setup-database-context-depth.ts).
- Rename ingest-depth.ts -> connection-drivers.ts; ingest always requests scan
mode 'enriched'; readiness gate (enrichmentReadinessGaps) runs for every
database target.
- Drop the database-context-depth telemetry step (Node + Python schema mirrors
regenerated).
- Update CLI, setup, context-build view, docs, the public ktx skill, and the
release-smoke / artifacts scripts (now assert the no-LLM guard failure).
ktx status --fast (a separate network-probe flag) is unchanged.
Follow-ups: KLO-726 (live progress for ktx ingest --all), KLO-727 (restore
credentialed successful-ingest release smoke coverage).
Notion's setup path read --source-api-key-ref while writing the auth_token_ref
config field, so --source-auth-token-ref was silently dropped. Align Notion to
the flag=field convention every other connector follows: it now reads
--source-auth-token-ref, and --source-api-key-ref becomes Metabase-only.
Also add validation rejecting any credential-ref flag not applicable to the
chosen --source, with a pointer to the correct flag, closing the silent-drop
class for all connectors.
Update CLI-reference docs, the ktx skill Notion example, and tests.
Fixes KLO-724.
ktx setup wiped ktx.yaml, .ktx/setup/state.json, wiki/, semantic-layer/,
raw-sources/, and .git/ — or removed the entire project dir — whenever any
single source in the context-build step failed, destroying hours of ingest
work and the persisted resume state. The cleanup hint was designed for an
"early abort, leave no trace" semantic but was applied indiscriminately to
every later step failure, in direct conflict with the .ktx/setup/state.json
resume mechanism.
Drop the cleanup mechanism entirely (KtxSetupCreatedProjectCleanup,
cleanupForFolderState, createProjectWithCleanup, cleanupCreatedProjectScaffold,
and the createdProjectCleanup plumbing through KtxSetupProjectResult). Step
failures now return non-zero without touching the filesystem, so re-running
ktx setup continues from completed steps and only re-attempts failed sources.
Rewrites the two tests that documented the wipe behavior to assert
preservation, and adds a regression test that simulates partial context-build
artifacts (state.json, wiki/, semantic-layer/) and verifies all survive a
failed context step.
Refs KLO-719
The Claude Code runtime counted every SDKAssistantMessage with
parent_tool_use_id === null as a step, but the SDK emits extra messages
within a single num_turns round-trip — `stop_reason: 'pause_turn'`
continuations and errored partials it retries internally. The local
counter then outran maxTurns and the ingest HUD rendered confusing
ratios like `step 69/40`.
Filter both cases in collectResult so stepIndex tracks num_turns and
stays bounded by the work-unit stepBudget.
Add a Clack note pointing to https://docs.kaelio.com/ktx right after the
setup intro, and a second note pointing to https://kaelio.com/start
above the database driver multiselect — mirroring the docs-site CTA
wording. Closes KLO-715 and KLO-716.
The emit_historic_sql_evidence tool took rawPath as LLM-supplied input,
so projection actions frequently lacked defensible raw paths and every
row in bundle_ingest_reports fell through as actionType: 'skipped' with
null artifact metadata, hiding the wiki pages and SL merges the run had
actually produced (KLO-698).
The tool now reads the work unit's rawFiles from session.allowedRawPaths
and stores them on the evidence envelope; the projection emits actions
with those paths, and stale/archive actions are anchored to manifest.json
so they also surface as non-skipped provenance rows.
* feat(cli): define full warehouse dialect contract
* test(cli): keep dialect edge tests focused
* fix(cli): stabilize dialect contract foundation
* refactor(connectors): own read-only query preparation
* refactor(connectors): resolve dialects through registry
* refactor(connectors): keep concrete dialect classes internal
* chore(workspace): enforce dialect import boundary
* refactor(cli): resolve relationship dialect at scan boundary
* refactor(cli): use dialect display parsing for entity details
* refactor(cli): use dialect display parsing for warehouse catalog
* refactor(cli): use dialect SQL in relationship workflows
* test(cli): verify solid dialect scan workflow closure
* test: split cli tests from source tree
* refactor(cli): standardize BigQuery scope listing
* feat(sqlite): implement connector scope listing
* test(connectors): cover required table listing
* feat(cli): add warehouse driver registry
* refactor(setup): route scope discovery through driver registry
* refactor(cli): route local query execution through driver registry
* refactor(historic-sql): route dialect support through driver registry
* refactor(cli): test warehouse connections through driver registry
* fix(cli): close driver registry type export gaps
* Improve setup daemon diagnostics
* refactor(setup): centralize rail-prefixed diagnostics + query-history fallback
Extract errorMessage, writePrefixedLines, and flushPrefixedBufferedCommandOutput
into clack.ts so the setup wizard, managed daemons, and embedding/agent steps
share one rail-formatted writer. setup-databases.ts also adds a
"disable query history and retry" option when the schema-context build fails
and query history is the likely culprit, surfaced via a new
failed-query-history-unavailable status.
* fix(cli): carry catalog through the picker so BigQuery/Snowflake/SQL Server scope filters match
The setup picker's KtxTableListEntry was a 2-level { schema, name }, so
qualifiedTableId always wrote db.name into enabled_tables. When BigQuery,
Snowflake, or SQL Server later ran fast ingest, their introspect step filtered
the scope set with scopedTableNames(scope, { catalog: projectId|database, db })
— catalog was non-null on the introspect side but null in the scope refs, so
every entry was rejected, the live-database adapter staged zero table files,
and detect() failed with 'Adapter "live-database" did not recognize fetched
source output'.
Align the picker boundary with the canonical 3-level KtxTableRef:
- Add catalog: string | null to KtxTableListEntry.
- BigQuery/Snowflake/SQL Server listTables populate catalog from the
resolved projectId / database; Postgres/MySQL/ClickHouse/SQLite set null.
- qualifiedTableId emits catalog.schema.name when catalog is non-null
(resolveEnabledTables already accepts the 3-part shape) and
schemasFromEnabledTables now goes through parseDottedTableEntry so it
recovers the schema correctly from both 2-part and 3-part entries.
- Export parseDottedTableEntry from enabled-tables.ts (@internal) for picker
reuse.
Update listTables expectations in all seven connector tests and the setup /
picker test fixtures. Add a picker regression test that covers the
catalog-bearing round-trip (save + refine).
* fix(cli): allow debug telemetry under opt-out env
* feat(cli): add 'skip context sources' option to database setup menu
After databases are configured, the post-setup menu now offers a 'Skip
context sources' choice equivalent to passing --skip-sources, which
plumbs through KtxSetupDatabasesResult.skipSources to bypass the
context-source step in the same run.
* feat(cli): standardize tree picker UX after clack autocomplete-multiselect
Search is always on (no '/' to enter): typed printable chars feed the
query, Tab toggles selection on the focused node without leaving the
search bar, and Space toggles only after arrow-key navigation
(isNavigating); otherwise it is appended to the query. Esc clears a
non-empty query before quitting, Ctrl+A and Ctrl+N replace bare-letter
bulk bindings, and the cursor refocuses on the first match when the
query change would hide it.
* feat(setup): drop redundant Snowflake schema prompt; fall back to free-text on listSchemas failure
Snowflake setup previously asked for a single schema as free text, then
ran a multiselect against the discovered schemas — two schema questions
back-to-back, with the first being only a session bootstrap. The SDK's
`schema` is optional, so the bootstrap step is unnecessary.
- Remove the free-text Snowflake schema prompt; only pass `schema` to
snowflake-sdk when one is configured.
- When `listSchemas()` fails (e.g. role lacks SHOW SCHEMAS), prompt the
user for a comma-separated list, persist it as `schema_names`, and use
it as both the table-list filter and the multiselect default. Applies
to every driver with a scope-discovery spec, not just Snowflake.
- Update docs to lead with `schema_names`; keep `schema_name` as a
documented single-schema shorthand.
* fix(snowflake): keep introspecting when primary-key discovery is denied
The PK query joins INFORMATION_SCHEMA.TABLE_CONSTRAINTS and
INFORMATION_SCHEMA.KEY_COLUMN_USAGE, which require grants the
connection role may not have. Previously a 'SQL compilation error:
Object ANALYTICS.INFORMATION_SCHEMA.KEY_COLUMN_USAGE does not exist
or not authorized' aborted the entire introspect — schemas, columns,
and row counts were all discarded over a missing nice-to-have.
Wrap the constraint query in try/catch, log a one-line warning per
schema, and return an empty PK map. Columns end up with
primaryKey=false; relationship inference still has FK and profiling
to fall back on.
* fix(scan): unblock relationship discovery on Snowflake
Two adjacent bugs prevented the scan's relationship pipeline from producing
any joins on a Snowflake warehouse:
- relationship-profiling.ts fell through to a default `GROUP_CONCAT` branch
for unknown drivers. Snowflake has no GROUP_CONCAT, so every per-table
profile query failed with "Unknown function GROUP_CONCAT". Add an explicit
Snowflake branch that uses LISTAGG with a literal '\x1f' delimiter
(Snowflake requires the delimiter to be a constant, so CHR(31) is rejected).
- description-generation.ts destructured `connector.sampleTable` and
`connector.sampleColumn` into bare locals, losing the `this` binding when
the class-method connectors (Snowflake, Postgres, MySQL) were invoked.
Every sample call threw "Cannot read properties of undefined (reading
'assertConnection')" and degraded LLM descriptions to metadata-only
prompts. Call the methods through the connector instead.
Without these, even after the primary-key probe is allowed to fail softly,
the scan ends up with 0 validated relationships and an empty `joins:` block
in every shard YAML.
* test(scan): cover table-ref helpers
* feat(scan): plumb tableScope through live-database introspection port
* feat(scan): apply tableScope during metadata fetch
* feat(scan): enforce table scope at fetch boundary
* feat(scan): pool Snowflake sessions and batch enrichment for faster ingest (#206)
* feat(cli): add RSA key-pair auth option to Snowflake setup wizard
Extends the interactive Snowflake setup flow with an authentication-method
prompt (password vs RSA/JWT key-pair). The RSA branch collects a private-key
path (env/file/absolute) and an optional passphrase; the resulting connection
config records `authMethod: 'rsa'` with `privateKey` and `passphrase` instead
of `password`.
* feat(scan): pool Snowflake sessions
* fix(scan): reuse structural snapshots and cleanup connectors
* feat(scan): parallelize relationship profiling
* feat(scan): batch table description generation
* docs: document Snowflake ingest concurrency knobs
* fix(scan): close Snowflake ingest perf verification gaps
* fix(scan): keep batched description failure bounded
* feat(scan): dispatch query-history probes by connection driver
Extract historic-sql dialect resolution into a shared helper so the
status-project readiness check and the local ingest factory agree on
which connections enable query history and which probe to run. The
status command now picks the postgres/snowflake/bigquery probe based on
the connection's driver instead of always reporting against postgres,
which previously caused snowflake connections with queryHistory.enabled
to surface a misleading "driver is snowflake" failure.
Also drops a noisy console.warn from Snowflake primary-key discovery —
INFORMATION_SCHEMA.KEY_COLUMN_USAGE is commonly ungranted for read-only
roles and the FK + profiling paths handle the empty PK map already.
* fix(llm): allow StructuredOutput tool and raise maxTurns for generateObject
The Claude Code agent SDK announces an internal pseudo-tool named
StructuredOutput in the system/init message whenever outputFormat is set
to { type: 'json_schema' }. The runtime's isolation check built its
allowedToolIds set only from MCP tool ids and treated StructuredOutput
as an unexpected host-injected tool, so every generateObject call threw
"Claude Code runtime isolation failed: tools=StructuredOutput ..." and
the table-descriptions and relationship-LLM-proposal enrichment stages
recorded null output across the board.
Whitelist StructuredOutput specifically in generateObject's
allowedToolIds — the check also enforces missing_tools symmetry, so
generateText and runAgentLoop, which do not see StructuredOutput, must
not require it.
generateObject also ran with maxTurns: 1, which the model intermittently
breached when it emitted thinking text before the structured response.
Raised to 5 to give the schema-bound call enough headroom without
allowing unbounded loops. The existing tests now exercise the path with
an init message that announces StructuredOutput so the regression cannot
slip back in.
* chore(scripts): add ktx-reset.sh project-cleanup helper
Convenience script for repeatable ingest testing: takes a project
directory and prunes everything except ktx.yaml and .ktx/secrets/, so
the next ktx setup or ktx ingest run starts from a known-clean state.
* refactor(workspace): relocate @ktx/llm source into packages/cli/src/llm
* refactor(workspace): rewrite @ktx/llm imports to relative paths
* refactor(workspace): fold internal packages into cli
* chore(workspace): gate dead-code with knip production mode
Turn on production-mode knip plus an autofix run in pre-commit and the
`pnpm dead-code` script, document the `/** @internal */` convention for
test-only exports in AGENTS.md, annotate test-only exports across the
CLI with that JSDoc, and drop dead exports/wrappers the new gate
surfaced (e.g. `cli-project.ts`, `lookerRuntimeSourceToFileAdapterSource`,
`createLocalScanEnrichmentProvidersFromConfig`,
`PGLITE_OWNER_PROCESS_BACKEND_CAPABILITIES`, stale type re-exports).
Replace the loose `ignoreIssues` allowlist in `knip.json` with explicit
production entries so cross-package barrel leaks are caught.
* refactor(cli): delete internal barrel index.ts files
The 34 `index.ts` re-export barrels inside `packages/cli/src/` were
holdovers from the pre-fold multi-workspace structure. Post-fold-in they
served no production purpose: external consumers go through the single
package main entry, and in-repo callers mostly imported through them
only because the path was short. Internally, knip flagged most barrel
re-exports as production-dead (only reached via tests).
This change:
- Deletes every internal barrel except `packages/cli/src/index.ts`
(the published package entry).
- Rewrites ~270 source/test files to import each name directly from
the file that defines it.
- Moves `tools/warehouse-verification/index.ts` to
`create-warehouse-verification-tools.ts` (the function it defined
locally) and updates its single consumer.
- Renames `search/backend-conformance.ts` → `.test-utils.ts` to match
the existing test-helper file convention.
- Deletes 13 dead test-only chains (dbt-descriptions/*,
live-database/extracted-schema, live-database/structural-sync,
relationship-* feedback/review chain) plus their tests and a
cascading orphan integration test.
- Updates test mocks that pointed at deleted barrel paths
(notion-client, connector barrels in scan/local-scan-connectors
tests) to mock the source files instead.
- Points the maintainer benchmark script
(`scripts/relationship-benchmark-report.mjs`) at source files
instead of `dist/context/scan/index.js`.
- Drops the barrel `!` entries from `knip.json`; adds explicit
production entries only for the benchmark code reached via dist by
the maintainer script.
Net: 413 files changed, ~1.2k insertions, ~9.4k deletions.
`pnpm run dead-code` (Biome + knip default + knip production) and
`pnpm run type-check` are clean; 2277 tests pass.
* refactor(workspace): rename @ktx/cli to @kaelio/ktx and pack it directly
Promote the CLI workspace package to the public name `@kaelio/ktx` and
drop the separate `scripts/build-public-npm-package.mjs` wrapper. The
CLI package is now publishable in place (`publishConfig.access: public`,
`provenance: true`), so artifact packing uses `pnpm pack` against
`packages/cli/` instead of assembling a parallel package tree.
Updates all workspace filter invocations, docs, tests, and release
readiness checks to reference the new package name, and folds the
tarball-name helper into `scripts/public-npm-release-metadata.mjs`.
* docs: align "agent clients" and "data agents" terminology
Replace "client agents" with "agent clients" and "database agents" with
"data agents" across AGENTS.md, README.md, the docs-site copy, and the
matching setup-agents test description, matching the canonical
vocabulary in docs/terminology.md.
Also moves packages/cli/tsconfig.json's tsBuildInfoFile from
node_modules/.cache/ to dist/.tsbuildinfo so incremental builds survive
node_modules reinstalls.
* refactor(release): single source of truth for package version
Make packages/cli/package.json the single source of truth for the
@kaelio/ktx version. publicNpmPackageVersion() now reads it directly,
so artifact filenames, release-readiness checks, and the Python wheel
version all derive from one field. The duplicate
release-policy.json.publicNpmPackageVersion is removed.
Previously the two fields could drift: tarballs were named
kaelio-ktx-0.4.1.tgz while internally containing
@kaelio/ktx@0.0.0-private.
- update-public-release-version.mjs rewrites both Python pyproject.toml
files (ktx-daemon, ktx-sl) alongside the npm package.jsons,
normalizing the version for PEP 440 (e.g. 0.1.0-rc.2 -> 0.1.0rc2).
- semantic-release-config.cjs adds the two pyproject.toml files to
@semantic-release/git assets so the release commit back to main
carries every version source in lockstep.
- The six "?? '0.0.0-private'" fallback literals across the CLI are
replaced with "?? getKtxCliPackageInfo().version", and
createDefaultKtxMcpServer makes its version arg required.
- docs/release.md describes the actual commit-back model: the dev tree
always reflects the most recent release; no sentinel pin to
maintain.
Verified: pnpm run artifacts:build now produces
kaelio-ktx-0.4.1.tgz and kaelio_ktx-0.4.1-py3-none-any.whl with
@kaelio/ktx@0.4.1 inside. Full type-check, dead-code, and
2287 vitests + 173 script tests pass.
* refactor(cli): inject embedding provider resolution and detect sentence-transformers runtime
Make resolveProjectEmbeddingProvider and runtimeIo injectable in ingest and
scan command entrypoints so tests can stub them, and teach
resolvePublicIngestRuntimeRequirements to flag the local-embeddings runtime
feature when ktx.yaml selects sentence-transformers.
* chore(cli): mark buildLocalStatsStatus and LocalStatsStatus as @internal
Both symbols are consumed only by status-project.test.ts. Annotating with
/** @internal */ keeps knip's production-mode check clean without changing
runtime behavior.
* fix(cli): use real package metadata in print-command-tree
The stubbed package name embedded a forbidden product identifier that
tripped the boundary check in CI. Read the metadata from package.json
instead — keeps the rendered tree unchanged and removes a duplicate
source of truth.
* feat(cli): show embedding coverage in `ktx status`, drop duplicate disk counts
Inline `(N embedded)` next to the Wiki scope counts and Semantic-layer
source counts, computed with `SUM(embedding_json IS NOT NULL)` over
`knowledge_pages` and `local_sl_sources`. Rename the "Knowledge" label to
"Wiki" (canonical per `docs/terminology.md`) and rename the matching
`localStats.knowledgePages` field to `localStats.wikiPages`.
Drop `wiki=N md` and `semantic-layer=N yaml` from the Disk row — those
duplicated the per-surface rows above. Disk now reports only actual byte
usage (db, cache, raw-sources). The unused `wikiGlobalMarkdownCount` /
`semanticLayerYamlCount` fields, the `isMarkdownEntry` / `isYamlEntry`
helpers, and the `filter` arg on `summarizeDir` are removed.
Add --fast to skip checks requiring external communication (Claude Code
auth probe and Postgres pg_stat_statements probe); skipped checks render
as `-` and carry `"status": "skipped"` in JSON output. Always show a new
Local data section sourced from .ktx/db.sqlite (ingest run counts and
last-completed per connection, knowledge page counts by scope, semantic
layer source/dictionary value counts) plus on-disk sizes for .ktx/db.sqlite,
.ktx/cache/, raw-sources/, wiki/global/, and semantic-layer/. Wrap the
remaining slow probes in a @clack/prompts spinner when stdout is a TTY.
* fix: surface silent failures in SL, wiki, and embedding wiring
- require non-empty `vertex.location` in the project schema instead of defaulting
to an empty string with a description that promised SDK fallback the resolver
never honored
- log YAML parse failures from `SemanticLayerService.loadSource` and
`KnowledgeWikiService.readPage` so corrupted overlays aren't silently treated
as "does not exist" by ingest/agent tools
- push directory-listing errors in `loadAllSources` and `listPageKeys` into the
load-error / log path instead of returning empty success
- accept an `embeddingProvider` in `createLocalProjectMemoryIngest` and plumb the
resolved CLI provider through `mcp-server-factory`; warn in both the memory
and bundle runtimes when they fall back to `NoopEmbeddingPort` while the
project config requests an active embedding backend
- clarify `embeddings.dimensions` description as a placeholder valid only with
`backend: none`, and tighten the sentence-transformers `base_url` description
to call out that managed-daemon resolution is CLI-only
* test: improve PR coverage
After PR #184 and #192 moved managed-embeddings URL resolution to the
CLI project boundary and made `ktx setup` persist `ktx.yaml` without a
`base_url`, the status command still treated the empty value as
misconfiguration and printed "no base_url configured", dragging the
verdict down to "Partially ready — embedding credentials missing".
Update `buildEmbeddingsStatus` to recognize the managed-daemon
convention and report it as ok. Add a `status-project.test.ts` covering
the explicit-url, omitted, empty-string, and openai-missing-key paths.
Address overengineering audit findings across cli/context/connector packages:
- F1 Snowflake `query`: drop bare catch that flattened all errors to empty result
- F2 memory-agent: treat LLM `stopReason === 'error'` as crash (skip squash-merge)
- F3 WikiSearchTool: description honest about token-only fallback vs sqlite-fts5 hybrid
- F5 Scan enrichment provider resolution: return discriminated status and surface
distinct `llm_unavailable` / `embedding_unavailable` warnings per failure mode
- F6 Relationship validation budget: drop dead `tableCount === undefined → 'all'`
branch; update tests to pass `tableCount` like production
- F8 `ktx sql`: use canonical `resolveOutputMode` (now honors KTX_OUTPUT/CI/TTY)
- F9 MCP stdio server: default `protocolIo.stderr` to `process.stderr` so
memory_ingest startup failures are visible
- F13/F14 Scan/setup JSON readers: distinguish ENOENT from corruption instead of
silently treating both as missing
- F15 `createKtxCliScanConnector`: throw config-shape error when driver matches
but type guard rejects, instead of "no native connector"
- F16 ContextEvidenceSearchTool: surface `embedding_unhealthy:<reason>` instead
of silently dropping the semantic lane
- F17 PromptService: default partials to `[]` (removes stale `clinical_policy`
reference from a prior product)
- F20 `contextBuildCommands`: drop unused `runId` parameter
Dead-code removal:
- F4 Delete `AgentRunnerService` (duplicated `RuntimeAgentRunner`, only test-used);
migrate tests to exercise `AiSdkKtxLlmRuntime.runAgentLoop` directly
- F7 Delete `KtxScanOrchestrator` and its test (no production callers; the
inline pipeline in `runLocalScan` is the single source of truth)
- F18 Delete `generateKtxText`/`generateKtxObject` pass-through helpers; inline
the single `runtime.generateObject` call at its caller
Plus a clarifying comment on the SQLite `resolveStringReference` `file:` carve-out
(load-bearing for SQLite URI form, not a bug).
* feat(cli): add tryUseManagedLocalEmbeddingsDaemon for read-only callers
* feat(cli): add resolveProjectEmbeddingProvider helper
* fix(cli): wire sl search through resolveProjectEmbeddingProvider so semantic lane works
* fix(cli): wire wiki/knowledge search through resolveProjectEmbeddingProvider
* feat(cli): surface embeddings-unavailable status when sl search returns empty
* refactor(cli): route admin reindex through resolveProjectEmbeddingProvider
* refactor: pass embeddingProvider into ingest/scan instead of resolving inside @ktx/context
* refactor(mcp): resolve embedding provider in CLI factory, pass into context ports
* refactor(context): delete MANAGED_SENTENCE_TRANSFORMERS_BASE_URL sentinel
* refactor(cli): delete sentinel-based managed-embeddings indirection
* chore: scrub stale managed-embeddings sentinel references from tests and smoke script
* chore: unexport unused EmbeddingResolutionMode alias
* fix(cli): force pathPrefix="" when targeting the managed embeddings daemon
The managed daemon serves /embeddings/compute directly. The default
pathPrefix in @ktx/llm is /api, so omitting sentenceTransformers from
ktx.yaml produced /api/embeddings/compute -> 404. The resolver now
sets pathPrefix='' explicitly when wiring the managed daemon URL,
matching what the daemon actually exposes.
* docs(concepts): add Wiki retrieval pillar page
Adds a dedicated concept page covering the wiki side of the context
layer: the page contract, the hybrid retrieval pipeline (lexical,
semantic, token lanes fused by RRF), the refs/sl_refs/[[wikilink]]
graph, validation that keeps edges live, and where ingest sources
pages. Wired into concepts nav and cross-linked from the-context-layer
to mirror the existing Semantic querying link.
* test: derive release versions in tests instead of hardcoding 0.1.0-rc.1
After @semantic-release/git started committing version bumps back to the
branch, the 0.4.0 release rewrote package.json, packages/cli/package.json,
and release-policy.json — but the script and CLI tests still pinned the
pre-bump strings (0.0.0-private, 0.1.0-rc.1, 0.1.0rc1), so every new
branch off main failed TypeScript checks and Coverage.
Drive the version off the existing source of truth instead: read
@ktx/cli/package.json via createRequire in the CLI tests, and reuse the
already-imported PUBLIC_NPM_PACKAGE_VERSION / RUNTIME_WHEEL_PACKAGE_VERSION
constants in the script tests. The two assertions that pinned those
constants to specific values become semver shape checks.
A clean `ktx setup` was failing verification because the managed
local-embeddings daemon URL was passed library-side through
`process.env[KTX_MANAGED_SENTENCE_TRANSFORMERS_BASE_URL]`, and the setup
flow never wrote that variable. With no resolved URL the embedding
provider was null, the deep scan emitted
`scan_enrichment_backend_not_configured`, descriptions + embeddings
stayed `skipped`, and the agent-readiness check exited 1.
Replace the env-var indirection with CLI-side substitution at the
project-load boundary. New `loadKtxCliProject` wraps `loadKtxProject`,
ensures the managed daemon when `managed:local-embeddings` is present in
`config.ingest.embeddings` or `config.scan.enrichment.embeddings`, and
substitutes the resolved baseUrl into the in-memory config. Runtime
entry points (scan, ingest, public-ingest, admin-reindex) use the new
loader; setup-time persistence paths keep raw `loadKtxProject` so the
on-disk `ktx.yaml` keeps the portable sentinel.
Cleanup follows from the new design: drop
`MANAGED_SENTENCE_TRANSFORMERS_BASE_URL_ENV`, remove the env-var lookup
branch in `resolveSentenceTransformersBaseUrl`, drop the `env` field
from `ManagedLocalEmbeddingsDaemon`, and collapse the manual
daemon-ensure dance in `admin-reindex.ts`.
* Refine adapter-owned ingest finalization design after adversarial review iteration 1
* Refine adapter-owned ingest finalization design after adversarial review iteration 2
* Refine adapter-owned ingest finalization design after adversarial review iteration 3
* Implement adapter-owned ingest finalization v1
Moves finalization from runner-owned post-processors into typed
SourceAdapter.finalize() contracts. Adds finalization report schema,
scope derivation, override replay context, and migrates historic-SQL
projection. Removes IngestBundlePostProcessorPort wiring and
HistoricSqlProjectionPostProcessor.
* feat(ingest): export finalization adapter contract types
* test(ingest): exercise historic sql finalization locally
* docs(plans): add adapter-owned finalization v1 closure plan
* fix(setup): unblock clean Linux installs and add enabled_tables allowlist
- Pin managed Python runtime to 3.13 via `uv venv --python 3.13` so installs
don't pick the system 3.12 on Ubuntu 24.04 and fail at wheel install.
- Sanitize NO_PROXY/no_proxy for the daemon child process — drop IPv6 CIDR
entries that httpx rejects with InvalidURL (OrbStack injects these by
default).
- Add `enabled_tables` allowlist on warehouse connections (zod schema +
live-database introspection filter) to scope ingest to specific tables.
- Add `getting-started/troubleshooting-linux` docs page covering the Python
3.13 prerequisite, IPv6 proxy gotcha, and a minimal working recipe; link
it from the quickstart troubleshooting table and the llms-docs map.
- Make docs-site origin overridable via `KTX_DOCS_ORIGIN` so local builds
can serve under host.docker.internal.
* Move docs changes to specs repo
* fix(cli): keep managed runtime python version private
* Deduplicate enabled tables filtering
