Commit graph

28 commits

Author SHA1 Message Date
Andrey Avtomonov
698efdcef8
feat(cli): add channel-aware update notifier (#265)
* feat(cli): show cached update notices after commands

* docs(cli): describe update notices

* fix(cli): type update check environment

* fix(cli): decouple update notice display from refresh and harden suppression

Display a cached "update available" notice based solely on the lastNoticeAt
24h throttle, independent of checkedAt refresh freshness, matching the design's
independent display/refresh decisions. Suppress the check unconditionally under
--json, CI, and non-TTY before consulting output-mode preferences, so a
KTX_OUTPUT=pretty override can no longer make CI/non-TTY contexts phone npm.
2026-06-06 10:42:10 +02:00
Andrey Avtomonov
c2beaf7d55
feat(setup): wizard prompt tweaks and quieter query-history filter output (#259)
Setup wizard flow tweaks:
- Add a reveal-tail password prompt (reveal-password-prompt.ts) that unmasks
  the last few characters of a typed/pasted secret, and wire it into the setup
  prompt adapter in place of clack's password(); adds the @clack/core dep.
- Reorder wizard select options: surface "Paste a key" before the
  environment-variable option across embeddings/models/sources, promote
  Metabase/Notion in the source list, put Git URL before Local path, reorder
  the Notion crawl-mode choices, and relabel the sources "Done" action.

Query-history filter picker output:
- Collapse the per-template parse-failure lines into a single count in the
  setup output and route the full template-id list to --debug stderr.
- Model parse failures as a structured parseFailedTemplateIds field instead of
  warning strings.
- Add a privacy-safe query_history_filter_completed telemetry event
  (counts/enums only), mirrored into the Python daemon schema.
2026-06-04 14:11:08 +02:00
Andrey Avtomonov
494618ab14
feat: add codex llm backend for ktx runtime work (#253)
* 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.
2026-06-02 13:57:11 +02:00
Andrey Avtomonov
ba5bb92ab7
feat: README architecture diagrams + React Flow diagram studio (#245)
Replace the tall portrait README ingestion SVG with two landscape
diagrams — "1 · Ingestion" (build the context layer) and "2 · Serving"
(agents query it through MCP) — wired in as transparent 2x PNGs that
read on GitHub light and dark.

Add docs-site/diagram-studio: a static React Flow page with custom
themed nodes and the inlined ktx mascot that renders both diagrams and
exports them to PNG via html-to-image (the diagrams' reproducible
source). Remove the superseded ingestion-flow SVGs.
2026-06-01 12:06:27 +02:00
Andrey Avtomonov
d53cdac366
chore: upgrade dependencies and tooling (#232)
* chore: upgrade dependencies and tooling

* chore: upgrade dependencies and tooling
2026-05-29 11:56:55 +02:00
Andrey Avtomonov
b0dd13ce7c
feat(telemetry): anonymous posthog usage telemetry across node cli and python daemon (#205)
* feat: add telemetry phase 1

* feat: add node telemetry event catalog

* feat: add telemetry event helpers

* feat: emit setup and connection telemetry

* feat: emit connection and stack telemetry

* feat: emit ingest and scan telemetry

* feat: emit query telemetry

* feat: emit sampled mcp telemetry

* docs: expand telemetry event catalog

* feat: add telemetry schema sync artifact

* feat: pass telemetry project id to semantic daemon

* feat: add daemon telemetry foundation

* feat: emit semantic daemon telemetry

* feat: emit daemon lifecycle telemetry

* docs: document full telemetry event catalog

* feat(telemetry): dim first-run notice

* feat(telemetry): show first-run notice before command output

* feat(telemetry): wire ktx PostHog project for live ingestion

* docs(telemetry): drop posthog project name and host from storage section

* docs(telemetry): trim to general overview and disclaimer

* docs(agents): add short telemetry guidelines

* feat(telemetry): enable posthog geoip enrichment

* docs(telemetry): drop ip-geoip note from public overview

* refactor(telemetry): drop no-op groupIdentify, rely on capture groups field

* fix(telemetry): respect CI kill switch in python daemon identity

* fix(sql): route table-count analysis to existing analyze-batch endpoint

* fix(telemetry): emit install_first_run from notice path and derive flagsPresent from commander

* fix(telemetry): read package info via getKtxCliPackageInfo to satisfy boundary check

* fix(telemetry): make python identity env={} bypass os.environ and unset CI in tests

* fix(telemetry): unset CI kill switch in cli-program-telemetry tests
2026-05-22 18:18:47 +02:00
Andrey Avtomonov
2366b00301
chore(workspace): gate dead-code with knip production mode (#196)
* 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.
2026-05-21 15:28:58 +02:00
Andrey Avtomonov
2f70861a18
feat(release): one version everywhere via @semantic-release/git (#186)
* feat(release): commit version files back to branch for one-version-everywhere

Add @semantic-release/git to the release plugin chain so the bumped
package.json, release-policy.json, and packages/cli/package.json land
back on the release branch after publish. This keeps the published npm
version and the in-repo version files in sync, so local builds from
main report the released version (e.g. ktx --version and the daemon
/health endpoint via KTX_DAEMON_VERSION).

Also widens assertPublicNpmReleaseTag to accept branch-<sanitized> tags,
unblocking branch RC publishes that pass through update-public-release-
version.mjs.

* test(release): pin GITHUB_REF_NAME in main-rc releaseTag assertion

The bare releaseTag('rc') call defaulted to process.env.GITHUB_REF_NAME,
which on PR CI is the merge ref (e.g. 186/merge) and yields
'branch-186-merge' instead of 'next'. Pass an explicit { GITHUB_REF_NAME:
'main' } so the test exercises the main-rc path regardless of CI env.
2026-05-20 17:01:26 +02:00
Andrey Avtomonov
cbf87074ff
fix: resolve dependabot security advisories (#179) 2026-05-20 14:17:29 +02:00
Andrey Avtomonov
a11b9e9757
refactor(release): drop release-policy.json runtime dep and next branch (#180)
* chore: standardize daemon naming on "KTX daemon"

Replace inconsistent names ("KTX Python daemon", "KTX local embeddings
daemon", "KTX managed daemon", "Python daemon") with the single name
"KTX daemon" in CLI output, errors, command descriptions, test
assertions, smoke scripts, docs, AGENTS.md, issue templates, and
codecov flags. The daemon is a portable compute server with endpoints
for SQL analysis, semantic layer, LookML, database introspection, and
embeddings; the previous labels misrepresented it as embeddings-only or
exposed implementation details ("Python", "managed").

The "KTX Python runtime" concept (installed interpreter + packages) is
deliberately left as-is — it is a separate concept from the daemon
process.

* refactor(release): drop release-policy.json runtime dep and next branch

Strips the release-policy.json fallback from release-version.ts so the CLI
reads its version straight from packages/cli/package.json. dev → 0.0.0-private,
installed @kaelio/ktx → the real semver baked into the published package.json.
KtxCliPackageInfo collapses to { name, version, contextPackageName }; /health
no longer depends on version files surviving past a CI run.

Replaces the dual-branch (main + next) semantic-release model with a single-
branch model on main. rcs and stables interleave on the same branch via
{ name: 'main', prerelease: 'rc', channel: 'next' } / ['main']. Drops
@semantic-release/git and @semantic-release/changelog (nothing is committed
back to the repo on any channel) and the workflow's "Prepare next prerelease
branch" step plus the KTX_PRERELEASE_BRANCH plumbing. The git tag plus the
published npm artifact carry the version forward.

Updates docs/release.md, removes the two now-unused devDeps, regenerates
pnpm-lock.yaml. 611/611 @ktx/cli tests, 173/173 script tests, type-check,
biome, knip all clean.

* fix(release): don't throw on non-main branches at config-load time

knip loads .releaserc.cjs on every PR run, where GITHUB_REF_NAME is the
merge ref (e.g. 180/merge). The previous version of releaseBranches threw
immediately when the branch wasn't main, which made knip fail to evaluate
the config and then mis-flag @semantic-release/exec as an unused dep.

semantic-release already refuses to publish when the current branch doesn't
match a configured release branch, so the explicit throw was redundant.
Drop it (and the unused currentBranch helper) and replace the
"rejects releases from non-main" assertion with one that exercises a CI-
shaped GITHUB_REF_NAME and confirms the config loads.
2026-05-20 13:53:14 +02:00
Andrey Avtomonov
9c07038368
ci: simplify ktx release flow (#149) 2026-05-19 16:40:23 +02:00
Andrey Avtomonov
7d156d9a06
feat(docs): visualize KTX ingestion with ReactFlow diagram (#133)
* feat(docs): visualize KTX ingestion with ReactFlow diagram

Reframe the introduction around the two user-facing ingestion outputs (wiki
and executable semantic layer) and replace the static product-mechanics card
flow with a ReactFlow diagram: sources fan into a sequential ingest pipeline,
which forks into wiki and semantic-layer outputs connected by a bidirectional
"references" edge. Drop the .ktx/raw-sources internal-implementation rows from
the intro table and update the content test to guard the new copy.

* Improve KTX docs introduction

* feat(docs): animate ingestion flow with running dots

Replace static smoothstep edges in the introduction page's ingestion
diagram with a custom animated edge that runs glowing cyan dots along
each path, conveying the source → stage → output flow. Dot duration
scales with path length and is hidden under prefers-reduced-motion.

* feat(docs): route ingestion atoms through full source→output journey

Replace per-edge dots with full-journey particles: each atom is born at
a source, threads the entire stage chain, and lands at either the wiki
or semantic layer. Particles are tinted by their source's accent so
the origin is legible. Each source produces exactly 2 atoms (8 total)
to guarantee every input is visibly active, while the destination and
begin offsets are randomized per page load. Particles populate on
client mount to avoid hydration mismatch, and are hidden under
prefers-reduced-motion.
2026-05-18 17:41:37 +02:00
Andrey Avtomonov
b565e44a22
feat: add claude-code llm backend with runtime port (#115)
* docs: revise claude-code ingest backend spec

* docs: keep claude-code spec focused on ingest

* docs: expand claude-code spec to full llm parity

* Refine claude-code backend spec after adversarial review iteration 1

* Refine claude-code backend spec after adversarial review iteration 2

* Refine claude-code backend spec after adversarial review iteration 3

* feat: recognize claude-code llm backend

* feat: add ktx llm runtime port

* feat: add claude-code llm runtime

* feat: route non-agent llm calls through runtime

* feat: run ingest agents through llm runtime

* feat: support claude-code setup and status

* test: verify claude-code backend runtime

* docs: add claude-code backend v1 runtime plan

* fix: close claude-code runtime isolation checks

* fix: warn on claude-code prompt caching during setup

* chore: verify claude-code v1 closure

* docs: add claude-code backend v1 isolation closure plan

* fix: update claude-code ingest setup guidance

* docs: add claude-code backend v1 ingest guidance closure plan

* docs: align claude-code isolation spec with sdk metadata

* test: cover claude-code host discovery metadata

* fix: tolerate claude-code host discovery metadata

* docs: clarify claude-code host discovery metadata

* docs: add claude-code auth-probe isolation fix plan

* chore: prepare kaelio ktx rc1 release

* chore: add semantic release workflow

* fix: unblock ci checks

* chore(release): 0.1.0-rc.1

* feat: add Claude Code model selection to setup

* fix: keep git maintenance attached in local repos
2026-05-16 12:06:34 +02:00
Andrey Avtomonov
e6d578c03f
feat(setup): add Claude Desktop target and MCP-first agent setup (#114)
* feat(setup): add Claude Desktop target and MCP-first agent setup

Adds `ktx mcp stdio` and a `claude-desktop` setup target that generates a
local plugin ZIP wiring the analytics skill and a stdio MCP config. Replaces
the CLI-only agent install mode with MCP+analytics (default) and an optional
admin CLI skill, renames the research skill to analytics, and lets interactive
setup pick project vs global scope when every target supports it. Extracts a
shared MCP server factory used by both HTTP and stdio entrypoints.

* Add MCP agent client setup support

* Polish setup output formatting

* Add MCP tool polish design spec

Design for slimming the MCP-registered surface from 25 to 11 tools,
introducing memory_ingest, applying the per-tool polish kit (annotations,
outputSchema, .describe(), in-band error wrapping, union-drift fixes,
type-narrowed jsonToolResult), emitting progress notifications on
sql_execution + sl_query, and refining the ktx-analytics SKILL.md to
match.

* Refine MCP tool polish design spec after adversarial review iteration 1

* Refine MCP tool polish design spec after adversarial review iteration 2

* Refine MCP tool polish design spec after adversarial review iteration 3

* refactor(context): rename memory capture service to ingest

* feat(mcp): slim research tool surface

* refactor(mcp): remove admin ports from server factory

* refactor(cli): rename text ingest memory port

* docs: update analytics skill for memory ingest

* chore: verify mcp surface rename

* Add MCP tool polish v1 surface change plan

* feat(context): polish mcp tool metadata

* fix(context): enforce resolved semantic layer compute sources

* feat(context): emit mcp query progress stages

* fix(context): keep mcp progress event internal

* Add MCP tool polish v1 metadata & progress plan

* Fix CI snapshot and docs checks
2026-05-16 11:39:55 +02:00
Andrey Avtomonov
b759a4a286
feat(mcp):added MCP server (#97)
* docs(specs): design research-agent MCP tools and ktx mcp daemon

Adds the 2026-05-14 design spec for exposing four new MCP tools
(discover_data, entity_details, dictionary_search, sql_execution),
shipping a ktx-research skill, and introducing an HTTP-only ktx mcp
daemon so external agents can use KTX as a research-capable context
layer.

* Refine research-agent MCP tools spec after adversarial review iteration 1

* Refine research-agent MCP tools spec after adversarial review iteration 2

* Refine research-agent MCP tools spec after adversarial review iteration 3

* Refine spec: drop connectionName compat carve-out and ground summary/snippet provenance per kind

* feat(daemon): validate read-only SQL with sqlglot

* feat(context): expose read-only SQL validation port

* feat(context): register MCP sql execution tool

* feat(context): execute MCP SQL through validated connector path

* test(context): update SQL analysis port fixtures

* docs: add research-agent MCP sql execution foundation plan

* feat(context): add scan-backed entity details service

* feat(context): register MCP entity details tool

* feat(context): expose local MCP entity details

* test(context): align entity details scan fixtures

* docs: add research-agent MCP entity_details plan

* feat(context): add dictionary search service

* feat(context): register MCP dictionary search tool

* feat(context): expose local MCP dictionary search

* docs: add research-agent MCP dictionary_search plan

* feat: add MCP discover data service

* feat: expose discover data MCP tool

* feat: wire local discover data MCP port

* docs: add research-agent MCP discover_data plan

* feat(cli): add mcp http security helpers

* feat(cli): host mcp over streamable http

* feat(cli): manage mcp daemon lifecycle

* feat(cli): add ktx mcp commands

* fix(cli): stabilize mcp daemon verification

* docs: add research-agent MCP http daemon plan

* feat(cli): install KTX research skill

* feat(cli): configure MCP clients in setup agents

* feat(cli): support Claude local MCP setup scope

* docs: add research-agent MCP setup-agents plan

* refactor(context): use connectionId in warehouse verification tools

* docs(context): update ingest verification prompts for connectionId

* docs: add research-agent MCP ingest contract convergence plan

* chore: build runtime artifacts in conductor setup

---------

Co-authored-by: Andrey Avtomonov <7889985+andreybavt@users.noreply.github.com>
2026-05-15 02:35:09 +02:00
Andrey Avtomonov
cb8902f1e5
fix(context): merge overlay columns onto manifest columns by name (#94)
* fix(context): merge overlay columns onto manifest columns by name

composeOverlay was appending overlay columns to the manifest column list,
producing duplicate entries when dbt/metabase overlays declared a column
just to attach descriptions. The duplicates carried no `type`, so the
pydantic SourceDefinition rejected them at semantic-query time and broke
`ktx sl query` for every overlay-backed measure. Now overlay columns
match base columns by name (case-insensitive): same-name entries merge
onto the manifest (overlay fields win, type/role fall back to the base,
descriptions merge per source key) and only new names append.

* refactor(sl): split overlay columns from column_overrides and enforce TS/Python wire contract

Overlay sources now have two distinct collections: `columns:` for computed
columns (requiring `expr` + `type`) and `column_overrides:` for metadata
patches to inherited manifest columns. Composing or loading an overlay that
mixes the two — or references an unknown column — fails with a typed error.

Introduce `ResolvedSemanticLayerSource` / `resolvedSourceSchema` /
`toResolvedWire` as the strict shape sent to the Python engine, and add a
schema contract test that diffs Zod against the Pydantic JSON schema dumped
by `python -m semantic_layer dump-schema`. `SourceDefinition` is now
`extra="forbid"` on the Python side.

`loadAllSources` surfaces per-file load errors instead of swallowing them,
so validation/query paths can report manifest shard parse failures.

* fix(context): make scan description generation resilient and quiet

A transient sampleTable failure during ingest used to take out every
table in a connection: generateTableDescription returned a hardcoded
'Table not found' string into descriptions.ai, and KtxDescriptionGenerator
was constructed without a logger, so the failure left no trail anywhere.

- sampleTable / sampleColumn calls retry 3x with 200/400/800ms backoff,
  honouring KtxScanContext.signal via a new KtxAbortedError.
- On retry exhaustion or missing capability, table generation falls back
  to a metadata-only prompt built from column name / native type / comment
  / rawDescriptions. The column path follows the same rule -- call the
  LLM when any of samples or rawDescriptions are available; skip only
  when both are absent.
- Logger is now threaded from KtxScanContext into the generator. Failures
  emit structured KtxScanWarning entries (new description_fallback_used
  code, plus existing sampling_failed / enrichment_failed /
  connector_capability_missing). ktx scan groups warnings by code so a
  batch of identical failures collapses to one summary line plus sample.
- Returns null on failure instead of the 'Table not found' sentinel; the
  manifest writer's existing guard already skips empty descriptions, so
  schema YAML no longer carries misleading text. SCAN_MANAGED_DESCRIPTION_KEYS
  already strips stale 'ai' on merge, so existing YAML clears on next run.

Also suppress AI SDK v6 'system in messages' warning: pull system messages
out of KtxMessageBuilder.wrapSimple's output via a new splitKtxSystemMessages
helper and pass them top-level to generateText (preserves cacheControl
providerOptions on the SystemModelMessage). Agent-runner's local
splitSystemPromptMessages dedupes onto the shared helper.

* test(docs): align examples-docs assertions with revamped docs

PR #103 (setup/guide doc revamp) reworded several CLI examples and
connection labels; the assertions in scripts/examples-docs.test.mjs
still referenced the pre-revamp wording and were failing in CI on main.
Update the regexes to match the post-revamp content:

- drop the `--json` flag from the sl-query example expectation
- move the `Driver:` / `Status: ok` probe to the connection reference,
  which is where that output now lives (driver id is lowercase
  `postgres`, not the display name `PostgreSQL`)
- drop the obsolete `Install \`uv\`...` troubleshooting line
- accept `<connectionId>` everywhere; the docs no longer use the
  hyphenated `<connection-id>` form
- match the `warehouse` connection id used in the quickstart instead of
  the `postgres-warehouse` id only used in the README and setup ref

* fix(sl): skip TS/Python schema contract test when uv is unavailable

The TypeScript checks CI job does not install uv or Python, so the
module-level `execFileSync('uv', ...)` in schemas.contract.test.ts threw
ENOENT and failed the suite. Wrap the schema dump in a try/catch and
guard the describe block with `describe.skipIf` so the test skips in
environments without uv. Local dev and any CI job that has uv on PATH
still runs the cross-language contract assertion.
2026-05-15 02:11:04 +02:00
Andrey Avtomonov
0a261fe8a4
ci: add codecov coverage reporting (#82)
* ci: add codecov coverage reporting

* ci: fix codecov and secret scan checks

* ci: fix smoke and artifact checks
2026-05-14 01:13:31 +02:00
Andrey Avtomonov
bcb0d2f8f7
chore: add TypeScript dead-code checks (#60)
* chore: add TypeScript dead-code checks

* chore: trim stale Knip ignores

* Fix CI smoke and artifact checks
2026-05-13 13:33:28 +02:00
Andrey Avtomonov
85fc408054
chore(deps): refresh workspace dependencies (#43)
* chore(deps): refresh workspace dependencies

* Fix pnpm artifact smoke build approvals
2026-05-13 01:15:35 +02:00
Andrey Avtomonov
e15a4ebaec feat(cli): clean up command surface 2026-05-12 23:51:46 +02:00
Andrey Avtomonov
e7418fd75f feat(llm): add local AI SDK DevTools tracing 2026-05-12 11:13:14 +02:00
Andrey Avtomonov
2acaf04f49 chore: configure docs site deployment 2026-05-11 17:57:55 +02:00
Andrey Avtomonov
a46563bb01 chore: move docs site workspace 2026-05-11 16:53:42 +02:00
Luca Martial
8d6b74f9f5 Merge remote-tracking branch 'origin/main' into luca-martial/fumadocs-cli-docs
# Conflicts:
#	pnpm-lock.yaml
2026-05-11 01:10:17 -07:00
Luca Martial
572d515db0 feat(docs): add Fumadocs site workspace 2026-05-11 01:08:31 -07:00
Luca Martial
b3dcb577d9 misc 2026-05-10 20:44:07 -07:00
Andrey Avtomonov
3ce510b55b rename klo to ktx 2026-05-10 23:51:24 +02:00
Andrey Avtomonov
1a42152e6f Initial open-source release 2026-05-10 23:12:26 +02:00