Fourth (and final v1) tool — `ask` (input: query / optional session_id).
Multi-turn via optional session_id (kebab_app::ask_with_session_with_config),
single-shot via ask_with_config when None. Refusal (grounded:false) NOT
mapped to isError — agent branches on the wire payload's grounded flag.
AskOpts has no Default impl (must construct manually). Answer carries no
schema_version field (tagged inline via entry().or_insert_with, idempotent).
Mode defaulted to Lexical: reqwest::blocking::Client::build creates and
drops a tokio runtime, panicking inside async context — the empty-corpus
refusal test avoids this via spawn_blocking; the tool itself uses Lexical
as the default mode since MCP callers typically run without an embedding
provider configured.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Third tool — `search` (input: query / mode / k). First tool with
non-empty input — establishes the pattern: SearchInput struct with
JsonSchema derive + Tool::new uses
rmcp::handler::server::common::schema_for_type::<SearchInput>() for
inputSchema + call_tool match arm parses request.arguments via
serde_json::from_value.
search_with_config takes owned Config, so state.config (Arc<Config>)
is cloned via (*state.config).clone(). Output: search_hit.v1 array —
SearchHit (kebab-core) does not carry schema_version field, so each
element is tagged inline before serialising.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Second tool — `doctor` (no input args, returns doctor.v1 JSON via
kebab_app::doctor_with_config_path). Mirrors schema tool's manual-dispatch
pattern: Tool::new entry in list_tools, match arm in call_tool, per-tool
module in tools/doctor.rs.
doctor_with_config_path takes Option<&Path> (not &Config), so KebabAppState
is extended with config_path: Option<PathBuf>. All existing callers
(initialize.rs, tools_call_schema.rs, serve_stdio_async) pass None for now;
Plan Task 10 (Cmd::Mcp wiring) will thread the actual --config path through.
doctor_with_config falls back to XDG default when config_path is None —
same behavior as bare `kebab doctor`.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
First tool wired — `schema` (no input args, returns schema.v1 JSON
mirroring `kebab schema --json`). Establishes the per-tool module
pattern (crates/kebab-mcp/src/tools/<name>.rs) + error helper that maps
anyhow::Error to MCP CallToolResult.error with error.v1 content.
Dispatch pattern: manual dispatch — explicit `list_tools` + `call_tool`
overrides on `impl ServerHandler for KebabHandler` with a
`match request.name.as_ref()` arm per tool. No proc-macro magic.
Tasks 5-7 should add a new arm + new tools/<name>.rs following the same
pattern; also add a `Tool::new(...)` entry in `list_tools`.
API shapes confirmed from rmcp 1.6 source:
- Content = Annotated<RawContent>; text via `Content::text(s)`; pattern
match via `&content.raw` → `RawContent::Text(t)` → `t.text`
- CallToolResult::success(Vec<Content>) / ::error(Vec<Content>)
- ListToolsResult::with_all_items(Vec<Tool>)
- schema_for_empty_input() from rmcp::handler::server::common
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
KebabHandler implements rmcp::ServerHandler::get_info — returns
serverInfo (name="kebab", version from CARGO_PKG_VERSION) and
capabilities.tools. KebabAppState wraps Config in Arc for cheap clone
into per-request task scope. serve_stdio entry builds a multi-thread
tokio runtime and runs the server until client closes the stream.
rmcp 1.6 API used:
- rmcp::ServerHandler trait (re-exported from handler::server)
- ServerInfo::new(caps).with_server_info(impl) builder (not struct-init:
InitializeResult/Implementation are #[non_exhaustive])
- ServerCapabilities::builder().enable_tools().build() — builder macro
generated, confirms the plan-literal pattern works
- Implementation::new(name, version) — non-exhaustive constructor
- rmcp::transport::stdio() returns (tokio::io::Stdin, tokio::io::Stdout)
tuple; tuple impls IntoTransport via AsyncRead+AsyncWrite blanket
- handler.serve(transport).await → RunningService<RoleServer, H>
(ServiceExt::serve, returns Result<_, ServerInitializeError>)
- service.waiting().await → Result<QuitReason, JoinError>
- serve_stdio is plain fn wrapping a manually-built tokio runtime
(avoids nested-runtime hazard if kebab-cli ever gains its own rt)
Tools wire-up lands in subsequent tasks (one tool per task).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Empty lib + serve_stdio entry that bails until Task 3 wires rmcp. Adds
rmcp 1.6 to workspace dependencies (server + macros + transport-io +
schemars features) + tokio multi-thread/io-util/io-std local extensions.
schemars declared as "1" (resolved to 1.2.1) — matches rmcp 1.6's ^1.0
requirement (verified via crates.io /dependencies; plan literal was 0.9
which would conflict). Path-style refs for kebab-app / kebab-config /
kebab-core follow workspace convention.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
fb-30 의 새 crate `kebab-mcp` 가 동일 classify 모듈 사용 — UI crate 끼리
import 는 facade rule 위반이므로 kebab-app 으로 promotion. fb-27 commit
c91228e 의 코드 그대로 이전 (struct + classify + classify_llm + 7 unit
test). reqwest dev-dep 도 함께 이동.
kebab-cli 는 `kebab_app::ErrorV1` / `kebab_app::classify` 로 import 경로
1줄 변경 + wire.rs 의 `&crate::error_classify::ErrorV1` 1줄 교체. 동작
무영향.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
`kebab mcp` 신규 subcommand + new crate `kebab-mcp` 도입을 위한
brainstorm 산출물. agent integration "MVP" 완성 (Claude Code / Cursor /
OpenAI Agents 등 host-agnostic 사용 가능).
핵심 결정:
- `kebab mcp` subcommand (kebab-cli 내, 신규 binary 아님)
- 4 read-only tool (`search` / `ask` / `schema` / `doctor`) — ingest /
fetch / list_docs / inspect_chunk 는 fb-31 / fb-35 / 후속에서 추가
- Resources / Prompts 모두 skip (tools only)
- Rust MCP SDK 사용 — rmcp 채택 우선, plan 단계 verify
- stdio 단일 transport — fb-29 deferral 따라 HTTP-SSE P+
- error mapping: tool dispatch 실패만 isError=true + error.v1 content,
refusal / no-hit / unhealthy 는 정상 응답 (semantic flag 으로 분기)
- classify 모듈 이전: kebab-cli::error_classify → kebab-app::error_wire
(kebab-cli + kebab-mcp 둘 다 동일 모듈 사용, facade 룰 준수)
- capability flag `mcp_server` false → true
릴리스: 0.3.0 → 0.4.0 minor — 신규 surface + new crate + 디자인 §10.1
변경 + capability flip 모두 trigger.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-07 brainstorm 결정 — fb-29 HTTP daemon defer.
근거:
- single-user local-first 환경에서 daemon 복잡도 (PID file / port lock /
single-instance / lifecycle UX / loopback security) 가 비대.
- fb-30 stdio MCP 가 동일 사용자 가치 (agent integration + session 동안
hot cache) 를 daemon 없이 제공 — agent host (Claude Code, Cursor 등)
가 subprocess 띄우면 session 동안 process 유지 = 자연스러운 hot state.
- ask 의 dominant cost 는 Ollama LLM 추론 (수 초) 라 daemon 효과 제한적.
search 만 의미 있는데 그 비용도 fastembed model load (~1s) 가 dominant —
stdio MCP subprocess 가 동일하게 회피.
후속 fb-30 의 transport 는 stdio 단일. HTTP-SSE 옵션은 future task —
재개 trigger:
- browser agent / remote multi-host 시나리오 등장.
- TUI ↔ CLI 다중 인스턴스 state sharing 요구.
- fb-30 MCP HTTP-SSE 변형 도입 검토.
영향:
- fb-29 spec frontmatter `status: open` → `deferred`,
`target_version: 0.3.0` → `P+`, `unblocks: [p9-fb-30]` → `[]`.
- fb-30 `depends_on: [p9-fb-27, p9-fb-29]` → `[p9-fb-27]`.
- INDEX.md 의 0.3.0 group + HANDOFF 의 release 그룹 표 갱신.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- schema.rs: extract `SCHEMA_V1_ID` const + re-export via kebab-app::lib.rs.
wire.rs::wire_schema 의 2 literal 도 import 해서 single source of truth.
- schema.rs::collect_models: parser_version 가 markdown 만 surface 함을
주석으로 명시 (PDF/image extractor 의 자체 version 은 SchemaV1.models 가
multi-medium map 으로 진화 시 surface).
- main.rs::print_schema_text: 헤더 줄 끝의 `\n` 제거 + `println!()` 추가 —
다른 section 들과 패턴 일관.
- error_classify.rs::llm_unreachable_classifies: timeout 50ms → 500ms (10x
headroom) + 접근 방식 + 한계 주석 추가.
- HOTFIXES: open_existing 의 RW flag + 주석-only enforcement 갭을
Known-limitation 에 명시.
Round 1 review summary: #104 (comment)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- SKILL.md: `streaming_ingest` → `streaming_ask`, `multi_turn` → `rag_multi_turn` (capability name mismatch flagged in final review — agents following the example literal would read non-existent fields).
- HOTFIXES.md: add `not_indexed.details` to the interim wire shape deviations list — emit `{ expected, found }` only (spec literal `{ data_dir, expected, found }` not honored because NotIndexed signal carries one full path, not separate data_dir).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
HOTFIXES 항목이 fb-27 의 live binding 변경 + interim wire shape
deviation 의 source of truth (error.v1.details 가 신규 typed signal
도입 전까지 spec literal 과 일부 일탈).
spec 상단 banner 와 frontmatter status 가 frozen 상태 + post-merge
HOTFIXES cross-link 으로 갱신.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- README 명령 표 에 `kebab schema` 추가
- HANDOFF post-도그푸딩 항목 한 줄
- CLAUDE.md wire schema 절 schema.v1 / error.v1 추가
- integrations skill — schema 활용 안내 (additive)
- design §10.1 capability matrix subsection 신설
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
schema.v1: full introspection report shape with required fields for
wire / capabilities / models / stats. capabilities object enumerates
all 10 flag names (current 6 true + future 4 false) as required keys.
error.v1: 7-code enum + permissive details object. Real emitted
details shapes documented in description (per-code context varies and
some fields are interim until IoFailure / OpTimeout typed signals
land in follow-up).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
cli_schema: exercises `kebab schema` (text + --json) on a fresh-but-init'd
KB. Pins schema_version, kebab_version non-empty, capabilities.json_mode
true, capabilities.mcp_server false (future placeholder).
cli_error_wire: spawns `kebab --json --config <malformed.toml> ingest`
and verifies stderr emits a single error.v1 ndjson line with
code == "config_invalid". Non-JSON mode regression-pinned to keep the
legacy `error:` prefix. Note: --config /nonexistent silently falls back
to defaults (by design); a file that exists but fails TOML parsing is
the reliable trigger for config_invalid.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Wraps the existing `Err(e)` arm with a `cli.json` branch:
- `--json`: stderr ndjson `error.v1` via wire_error_v1
- non-`--json`: legacy `error: <msg>` text path (unchanged)
exit_code() unchanged — RefusalSignal/NoHitSignal/DoctorUnhealthy
still drive 1/1/3.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Text mode: doctor-style key/value layout. JSON mode: schema.v1 wire
record. Honors `--config <path>` via the established
`kebab_app::schema_with_config(&cfg)` facade pattern (per the P3-5 /
P4-3 regression conventions).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
`error_classify::classify` maps anyhow::Error → ErrorV1 wire record by
downcasting to known typed errors (LlmError + ConfigInvalid + NotIndexed
re-exported from kebab_app::error_signal, plus std::io::Error chain).
Generic fallback emits `code: "generic"` with the chain in `details` when
verbose.
wire.rs adds wire_schema (idempotent re-tag, mirrors wire_doctor pattern
since SchemaV1 carries its own schema_version field) and wire_error_v1
(simple tag_object). Tests pin both wrappers + 7 classify code paths.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Plug coverage hole flagged in code review — test 1 was asserting only
doc_count + last_ingest_at, leaving count_summary's chunk_count and
asset_count queries un-pinned.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Two scenarios: freshly-ingested 2-doc KB (stats reflect counts +
last_ingest_at populated) and empty-but-initialized KB (counts zero,
last_ingest_at None). The empty case runs ingest_with_config over an
empty workspace dir to seed kebab.sqlite before calling schema_with_config,
since open_existing (used internally) returns NotIndexed if the DB is absent.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Replace kebab-app's private `KEBAB_PARSE_MD_VERSION` literal with a
direct reference to `kebab_parse_md::PARSER_VERSION` so the parser
version cascade has a single source of truth (design §9 invariant).
Add maintenance comment on schema.rs WIRE_SCHEMAS const pointing to
docs/wire-schema/v1/ + kebab-cli wire helpers as the authoritative
sources to keep in sync.
Tighten open_existing doc comment to match the actual SQLITE_OPEN_READ_WRITE
flag (needed for WAL pragma application) — callers should still avoid
issuing mutations through this connection.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Replace `path.exists()` + `Connection::open` (which silently CREATEs on
race) with `Connection::open_with_flags` using READ_WRITE|URI but NOT
CREATE. SQLite surfaces `SQLITE_CANTOPEN` for missing files; we wrap as
NotIndexed { found: None } as before.
Adds open_existing_does_not_create_missing_db regression test pinning
the no-side-effect invariant.
Also documents read-only intent on open_existing, the format contract
on NotIndexed.found, and removes scaffolding comments from kebab-app
error_signal that are no longer load-bearing.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
New `SqliteStore::open_existing` API + `NotIndexed` signal for the
missing-DB case. kebab-app re-exports the type via its `error_signal`
module so kebab-cli's `error_classify` can map it to
`error.v1 { code: "not_indexed" }`.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Replace `read failed: {e}` / `parse failed: {e}` with the underscore-
slugged `read_failed:` / `parse_failed:` prefixes so kebab-cli's
error_classify (Task 8) and the error.v1 JSON Schema (Task 14) can
treat the prefix as a stable wire contract while leaving the OS /
toml-crate detail in the suffix as free-form context.
Also add the symmetric `cause` non-empty assertion to the malformed-TOML
test so a regression that empties `cause` on the parse path would be
caught.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Wraps every error path in `Config::from_file` (read failure, TOML parse,
validation) so downstream callers can `downcast_ref::<ConfigInvalid>()`
to build the `error.v1` wire record. kebab-app re-exports the type via
its `error_signal` module.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
`kebab schema` 신규 명령 + `error.v1` wire schema 도입을 위한 brainstorm
산출물. agent 통합 (fb-30 MCP, fb-29 daemon) 의 prerequisite — 한 번의
introspection 호출로 wire 버전 / capabilities / model versions / index
stats 를 노출하고, fatal error 가 `--json` 모드에서 stderr ndjson 으로
구조화된다.
핵심 결정:
- `kebab schema --json` 단일 명령 (정적 + 동적 통합)
- error.v1 emission 은 `--json` 모드에서만 — 비 `--json` 은 기존 stderr text 유지
- exit code 0/1/2/3 unchanged, error.v1.code 가 fine-grained 분기
- 7 code initial set (config_invalid / not_indexed / model_unreachable /
model_not_pulled / timeout / io_error / generic) + future-additive 정책
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- P9 dogfooding 백로그 항목 fb-26 ~ fb-42 추가
- 각 항목의 목표, 증상, 후속 작업 및 위험 요소 명시
- release 계획에 따른 0.3.0 ~ 0.6.0 분할
📝 docs(INDEX): 백로그 항목에 대한 세부 정보 추가
- fb-26 ~ fb-42 항목의 세부 정보 및 상태 추가
- 각 항목의 목표와 후속 작업 명시
- 도그푸딩 피드백에 따른 개선 사항 반영
🔧 chore(tasks): 새로운 백로그 항목 파일 생성
- p9-fb-26 ~ p9-fb-42 각 항목에 대한 개별 파일 생성
- 각 파일에 목표, 증상, 후속 작업 및 위험 요소 포함
- doogfooding 피드백을 기반으로 한 개선 사항 문서화
Add `integrations/claude-code/kebab/` — a Claude Code skill that calls
`kebab search --json` / `kebab ask --json` automatically when the user
asks an internal-context / runbook / wiki-lookup question. Install via
`cp -r integrations/claude-code/kebab ~/.claude/skills/` (or symlink for
in-place updates).
The shipped SKILL.md keeps its frontmatter `description` generic so the
trigger fires on any "internal / org-specific" cue — per-user keywords
(team / system / acronym) belong in a local override, not in the
repo-shipped frontmatter.
CLAUDE.md §Wire schema v1: add a paragraph documenting the
`integrations/<host>/` layout and the rule that a wire schema major bump
(v1→v2) updates each shipped integration in the same PR — same shape as
the version-cascade rule.
README.md §외부 AI 통합: replace the "~50줄 wrapper" prose with a direct
link to `integrations/claude-code/`, since the wrapper is now in-tree.
Append ": A docx, B txt, ..." after the N skipped count in both the
CLI ingest summary and TUI status_line terminal events (completed +
aborted). Breakdown is desc-sorted by count, ties broken by key
alphabetic; empty map produces no extra text.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
reviewer-flagged: task 1 missed test files using cfg.workspace.include.
- crates/kebab-app/tests/common/mod.rs: SourceScope literal switched
to ..Default::default().
- crates/kebab-app/tests/image_pipeline.rs (×3): drop dead-no-op
cfg.workspace.include.push(...) calls; comment explains removal.
- crates/kebab-app/tests/pdf_pipeline.rs: same treatment.
Pre-fb-25 these pushes were no-ops (include was dead config field
not enforced anywhere). Removal is purely mechanical.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- Remove `pub include: Vec<String>` from `WorkspaceCfg` struct (denylist-only model).
- Drop `include: vec!["**/*.md"]` from `Config::defaults()`.
- Add `from_file` deprecation probe: raw `toml::Value` scan fires a
one-shot `tracing::warn!` (via `OnceLock`) when an old config still
carries `workspace.include = [...]`. serde ignores the unknown field
cleanly (no `deny_unknown_fields`).
- Compile-fix `kebab-cli` (main.rs:329) and `kebab-tui`
(ingest_progress.rs:39): replace `cfg.workspace.include.clone()` with
`Vec::new()` (Task 2 will switch to `..Default::default()`).
- Two new tests: `legacy_include_field_is_ignored_silently` (backward
compat round-trip) + `workspace_cfg_has_only_root_and_exclude_fields`
(exhaustive destructure — compile-time guard against re-introduction).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
