MCP Server, CLI & API Reference

Siftable CLI의 기능과 준비 상태를 확인해요

코드베이스를 인덱싱해요 (파일 스캔 및 업로드)

Arguments

id — Repository ID

Flags

--exclude <value> — Comma-separated exclude glob patterns

--include <value> — Comma-separated include glob patterns

--incremental — Git-aware incremental index (changed files only)

--path <value> — Absolute path to repository root

에이전트용 명령 항목과 워크플로 진입점을 확인해요

보안 정보 노출 없이 로컬 Siftable CLI 설정을 진단해요.

Siftable 터미널 코파일럿(sift interactive)을 실행해요. 할 일, 업무, 일정, 프로젝트, 인맥 정보를 파악하는 AI 어시스턴트예요.

터미널에 Mermaid 다이어그램(플로우차트, 시퀀스, 상태, 클래스, ER, C4, 아키텍처, 마인드맵)을 그려요. .mmd 파일이나 표준 입력을 읽어와요.

Arguments

file — Path to a .mmd file (omit to read stdin)

Flags

--ascii — Use ASCII glyphs instead of Unicode box drawing

--color <none|truecolor> default: "truecolor" — Color mode

--height <value> — Fit into an exact N-row pane (pads/clips)

--max-height <value> — Bound the diagram to N rows (no padding)

--max-width <value> — Bound the diagram to N columns (no padding)

--overflow <allow|clip|error> default: "clip" — What to do when the diagram exceeds the bounds

--unicode — Use Unicode box drawing (default)

--width <value> — Fit into an exact N-column pane (pads/clips)

에이전트 별칭 생성하기

Flags

--alias <value> required — Stable alias slug, e.g. codex

--capabilities <value> — Capabilities JSON object

--hidden — Hide from normal user-visible lists

--name <value> — Display name

--operator <value> — Linked daemon/operator ID

--permissions <value> — Default permissions JSON object

--type <value> default: "custom" — Agent type

에이전트 별칭 비활성화하기

Arguments

alias required — Agent alias or ID

에이전트 별칭 조회하기

Arguments

alias required — Agent alias or ID

에이전트 별칭 목록 보기

Flags

--include-disabled — Include disabled aliases

에이전트 별칭 업데이트하기

Arguments

alias required — Agent alias or ID

Flags

--capabilities <value> — Capabilities JSON object

--hidden — Hide from normal user-visible lists

--name <value> — Display name

--operator <value> — Linked daemon/operator ID

--permissions <value> — Default permissions JSON object

--status <active|disabled> — Alias status

--type <value> — Agent type

--visible — Show in normal user-visible lists

에이전트 별칭에 할당된 작업 목록 보기

Arguments

alias required — Agent alias or ID

Flags

--limit <value> — Maximum results

--status <value> — Work item status

Siftable 인증을 진행해요.

저장된 인증 정보를 삭제해요.

인증 상태를 확인해요.

캘린더 일정을 만들어요.

Flags

--description <value> — Event description

--end <value> required — End time (ISO 8601)

--location <value> — Event location

--start <value> required — Start time (ISO 8601)

--title <value> required — Event title

캘린더 일정을 삭제해요.

Arguments

id required — Event ID

Flags

-y, --yes — Skip confirmation

캘린더 일정 목록을 확인해요.

Flags

--end <value> — End date (ISO 8601)

--limit <value> — Maximum number of results

--start <value> — Start date (ISO 8601)

캘린더 일정 업데이트

Arguments

id required — Event ID

Flags

--description <value> — Event description

--end <value> — End time (ISO 8601)

--location <value> — Event location

--start <value> — Start time (ISO 8601)

--title <value> — Event title

파일 Git blame 확인

Arguments

file required — Relative file path

Flags

--root <value> default: "." — Repository root path

저장소 개발자 전문성 인덱스 갱신

Arguments

repo required — Repository ID

저장소 커밋 히스토리 조회

Arguments

repo required — Repository ID

Flags

--limit <value> — Maximum number of results

--path <value> — Filter by file path

할 일을 코드(파일, 커밋, 저장소)와 연결

Arguments

task-id required — Task ID

Flags

--commit <value> — Commit SHA

--file <value> — File path

--notes <value> — Notes about the link

--repo <value> required — Repository ID

저장된 코드베이스 정보 삭제

Arguments

id required — Memory ID

Flags

-y, --yes — Skip confirmation

저장된 코드베이스 정보 목록 조회

Flags

--limit <value> — Maximum number of results

--repo <value> — Repository ID

저장된 코드베이스 정보를 검색해요

Arguments

query required — Search query

Flags

--category <architecture|integration|convention|entrypoint|gotcha|ownership> — Filter by category

--limit <value> — Maximum number of results

--repo <value> — Repository ID

코드베이스 정보를 저장해요

Flags

--category <architecture|integration|convention|entrypoint|gotcha|ownership> required — Fact category

--fact <value> required — Fact to store (1-2 sentences)

--file <value> — Related file path

--repo <value> — Repository ID

특정 코드 영역의 전문가를 찾아요

Arguments

repo required — Repository ID

area required — Path, glob, or symbol

Flags

--limit <value> — Maximum number of results

저장소와 인덱싱된 모든 데이터를 삭제해요

Arguments

id required — Repository ID

Flags

-y, --yes — Skip confirmation

git으로 변경된 파일을 감지해 코드베이스를 증분 인덱싱해요

Arguments

id required — Repository ID

Flags

--exclude <value> — Comma-separated exclude glob patterns

--include <value> — Comma-separated include glob patterns

--path <value> required — Absolute path to repository root

인덱싱된 저장소 목록을 확인해요

인덱싱할 코드베이스를 등록해요

Flags

--auto-index — Enable automatic indexing

--name <value> required — Repository name

--path <value> required — Absolute path to repository root

--project <value> — Project ID to associate

시맨틱 코드를 검색해요.

Arguments

query required — Search query

Flags

--language <value> — Filter by language

--limit <value> — Maximum number of results

--project <value> — Project ID

--repo <value> — Repository ID

--symbol-type <function|class|interface|type|export|impl> — Filter by symbol type

저장소의 최신 인덱스 스냅샷을 가져와요.

Arguments

id required — Repository ID

Flags

--branch <value> — Filter by branch

--materialize — Generate a download URL for the snapshot

저장소의 인덱싱 상태를 확인해요.

Arguments

id required — Repository ID

Codex 일일 업무 리뷰를 위해 읽기 전용 Siftable 및 로컬 git 컨텍스트를 수집해요.

Flags

--calendar-days <value> default: 7 — Calendar lookahead days

--limit <value> default: 20 — Maximum records per source

--skip-git — Skip local git summary

데이터셋에 레코드를 추가해요.

Arguments

id required — Dataset ID

Flags

--record <value> repeatable — Record as JSON object, e.g. '{"name":"Alice","age":"30"}'

--records <value> — Multiple records as JSON array

그룹화된 지표(count, avg, sum, min, max, median, stddev, percentile, ratio)로 데이터셋 레코드를 집계해요.

Arguments

id required — Dataset ID

Flags

--filters <value> — JSON array of filters

--group-by <value> — Comma-separated field names to group by

--having <value> — JSON array of having clauses [{metric, operator, value}]

--limit <value> default: 100 — Max rows

--metrics <value> — JSON array of metrics [{operation, field, as}]

--sorts <value> — JSON array of sorts

데이터셋에서 근거 기반의 자연어 인사이트를 생성해요

Arguments

id required — Dataset ID

Flags

--filters <value> — JSON array of filters

--focus-fields <value> — Comma-separated field names to focus analysis on

--max-insights <value> default: 5 — Max insights to generate

--mode <descriptive|operational> — Analysis mode

--signal-limit <value> — Max decision signals to return

저장된 데이터셋 diff 플랜을 적용해요

Arguments

plan required — Path to a local diff plan or persisted diff plan ID

Flags

--yes — Confirm applying the saved diff plan without prompting

물리적 테이블은 삭제하지 않고 데이터셋을 아카이브해요

Arguments

id required — Dataset ID

Flags

-y, --yes — Confirm dataset archival without prompting

숫자나 날짜 필드를 범위별로 나누고 각 버킷의 집계 지표를 산출해요

Arguments

id required — Dataset ID

Flags

--boundaries <value> — Comma-separated boundary values (omit for auto-bucketing)

--bucket-count <value> — Number of auto-buckets (default: 5)

--field <value> required — Field to bucket

--filters <value> — JSON array of filters

--metrics <value> — JSON array of metrics

수명 주기 태그가 지정된 임시 데이터셋의 정리 계획을 세우거나 적용해요

Flags

--dry-run — Return a deterministic cleanup plan without deleting datasets

--lifecycle <value> — Lifecycle kind to clean, e.g. scratch, benchmark, research-run

--limit <value> default: 100 — Maximum lifecycle datasets to inspect

--now <value> — Deterministic timestamp for tests and scheduled cleanup

--older-than <value> — Only include datasets older than this duration, e.g. 12h, 7d

--orphaned — Include stale dataset notes that no longer have a backing dataset row

--tag <value> — Lifecycle tag to clean, e.g. benchmark

-y, --yes — Confirm deletion when applying cleanup with --no-dry-run

범주형 필드의 세그먼트별 지표를 나란히 비교해요

Arguments

id required — Dataset ID

Flags

--filters <value> — JSON array of filters

--limit <value> default: 10 — Max segment values to compare

--metrics <value> — JSON array of metrics

--segment-field <value> required — Categorical field to segment by

--segment-values <value> — Comma-separated segment values (auto-discovers if omitted)

데이터셋이나 이전 결과에서 파생 필드를 계산해요

Arguments

id — Dataset ID

Flags

--computed-fields <value> required — JSON array of computed fields, e.g. '[{"as":"spread","expression":"right.Close-left.Close"}]'

--filters <value> — JSON array of filters

--limit <value> default: 50 — Maximum rows

--order-by <value> — JSON array of order clauses

--select <value> — Comma-separated fields to include

--sorts <value> — JSON array of output sorts

--source-result <value> — Inline JSON for a prior derived result

--source-result-file <value> — Path to a JSON file containing a prior derived result

에이전트가 읽을 수 있는 데이터셋 스키마와 기능 규약을 보여줘요

Arguments

id required — Dataset ID

Flags

--resolve <value> — Comma-separated semantic field references to resolve

--template <value> — Validate contract against a built-in template

데이터셋을 생성해요

Flags

--description <value> — Dataset description

--fields <value> — Field definitions as JSON array, e.g. '[{"name":"age","type":"number"}]'

--lifecycle <value> — Lifecycle kind for generated datasets, e.g. scratch, benchmark, research-run

--metadata <value> — Dataset metadata as JSON object

--note-id <value> — Link to an existing note

--run-id <value> — Lifecycle run identifier

--scratch — Shortcut for --lifecycle scratch --tags scratch

--tags <value> — Comma-separated lifecycle tags

--title <value> required — Dataset title

--ttl <value> — Lifecycle TTL duration, e.g. 12h, 7d, 30d

데이터를 변경하지 않고 키를 기준으로 중복 레코드를 찾아요

Arguments

id required — Dataset ID

Flags

--key <value> required — Field name used to group duplicates

--limit <value> default: 500 — Maximum records to scan in one bounded pass

데이터셋을 영구적으로 삭제하고 물리적 테이블을 제거해요

Arguments

id required — Dataset ID

Flags

-y, --yes — Confirm dataset deletion without prompting

데이터셋에서 레코드를 삭제해요

Arguments

id required — Dataset ID

record-id required — Record ID

Flags

-y, --yes — Skip confirmation

CSV, JSON, JSONL 파일의 데이터셋 행 변경 사항을 미리 봐요

Arguments

id required — Dataset ID

Flags

--batch-size <value> default: 100 — Records per backend batch

--from-file <value> required — Path to CSV, JSON, or JSONL rows to compare

--persist — Persist the diff plan in Siftable for later review/apply

--save-plan <value> — Write an applyable diff plan JSON file

--template <sources|people|events|claims|evidence_sources|evidence_source_fragments|evidence_claims|evidence_people|evidence_organizations|evidence_places|evidence_artifacts|evidence_events|evidence_relationships|evidence_contradictions> — Built-in template name

--upsert-by <value> — Field name used to match existing rows

저장된 데이터셋 diff 플랜 목록을 확인해요

Flags

--dataset-id <value> — Filter by dataset ID

--limit <value> default: 50 — Maximum plans to return

--status <draft|validated|applied|rejected|expired> — Filter by plan status

저장된 데이터셋 diff 플랜을 확인해요

Arguments

id required — Diff plan ID

지정된 범위의 데이터셋 레코드를 CSV, JSON, JSONL, Markdown 형식으로 내보내요

Arguments

id required — Dataset ID

Flags

--filters <value> — JSON array of filters

--format <csv|json|jsonl|markdown> default: "csv" — Export format

--limit <value> default: 500 — Max rows to export

-o, --output <value> — Output file path (writes to stdout if omitted)

--sorts <value> — JSON array of sorts

데이터셋 필드의 지정된 범위 패싯 요약을 확인해요

Arguments

id required — Dataset ID

Flags

--fields <value> — Comma-separated field names to facet

--limit <value> default: 20 — Maximum values per facet

수식 필드를 계산하고 검토 가능한 데이터셋 업데이트를 미리 봐요

Arguments

id required — Dataset ID

Flags

--computed-fields <value> required — JSON array of computed fields, e.g. '[{"as":"score","expression":"confidence * reliability"}]'

--filters <value> — JSON array of filters for compute source

--limit <value> default: 100 — Maximum rows to compute and plan

--order-by <value> — JSON array of order clauses

--save-plan <value> — Write an applyable diff plan JSON file

--select <value> — Comma-separated fields to include in compute source

--sorts <value> — JSON array of output sorts

--target-fields <value> — Comma-separated computed field names to write; defaults to every computed field alias

--template <sources|people|events|claims> — Built-in template name for validation

--upsert-by <value> required — Field used to match rows for update

데이터셋 상세 정보와 스키마를 확인해요

Arguments

id required — Dataset ID

데이터셋 수식, 그래프, 뷰, 품질 및 구체화 영향도를 설명해요.

Arguments

id required — Dataset ID

Flags

--from-plan <value> — Persisted diff plan ID to inspect

--operation <value> — Committed dataset operation ID to inspect

CSV, JSON, JSONL 데이터를 새 데이터셋이나 기존 데이터셋으로 가져와요.

Arguments

file required — Path to CSV, JSON, or JSONL file

Flags

--batch-size <value> default: 100 — Records per backend batch

--dataset-id <value> — Import into existing dataset instead of creating a new one

--description <value> — Dataset description

--dry-run — Validate and plan the import without writing

--lifecycle <value> — Lifecycle kind for generated datasets, e.g. scratch, benchmark, research-run

--metadata <value> — Dataset metadata as JSON object when creating a new dataset

--run-id <value> — Lifecycle run identifier

--scratch — Shortcut for --lifecycle scratch --tags scratch

--tags <value> — Comma-separated lifecycle tags

--template <sources|people|events|claims|evidence_sources|evidence_source_fragments|evidence_claims|evidence_people|evidence_organizations|evidence_places|evidence_artifacts|evidence_events|evidence_relationships|evidence_contradictions> — Built-in template name

--title <value> — Dataset title (defaults to filename)

--ttl <value> — Lifecycle TTL duration, e.g. 12h, 7d, 30d

--upsert-by <value> — Field name used to update matching rows instead of creating duplicates

--yes — Confirm mutating imports without prompting

left.Close나 right.Close 같은 별칭 범위 필드를 사용해 데이터셋을 자체 조인해요.

Arguments

id required — Dataset ID

Flags

--join-keys <value> required — JSON array of join keys, e.g. '[{"leftField":"Date","rightField":"Date"}]'

--join-type <inner|left|right> default: "inner" — Join type

--left-alias <value> default: "left" — Left alias

--left-filters <value> — JSON array of left-side filters

--limit <value> default: 50 — Maximum joined rows

--right-alias <value> default: "right" — Right alias

--right-filters <value> — JSON array of right-side filters

--select <value> — Comma-separated alias-scoped fields to return

--sorts <value> — JSON array of sorts

데이터셋 목록을 확인해요.

Flags

--limit <value> default: 50 — Maximum number of results

키/값이 정확히 일치하는 데이터셋 레코드를 조회해요.

Arguments

id required — Dataset ID

Flags

--key <value> required — Field name to match

--limit <value> default: 25 — Maximum matching records

--value <value> required — Exact value to match

파생된 결과를 새 스크래치 데이터셋으로 구체화해요.

Flags

--description <value> — Dataset description

--source-result <value> — Inline JSON for a derived result

--source-result-file <value> — Path to a JSON file containing a derived result

--title <value> required — Title of the new dataset

그룹화된 데이터셋 지표로 피벗 방식의 요약을 만들어요.

Arguments

id required — Dataset ID

Flags

--cols <value> required — Column field

--filters <value> — JSON array of filters

--limit <value> default: 500 — Maximum grouped cells to request

--metrics <value> — JSON metrics array; defaults to count

--rows <value> required — Row field

파생된 결과의 경량 플롯 페이로드를 검증하고 정규화해요.

Flags

--chart-type <line|bar|scatter> required — Chart type

--series-field <value> — Optional series field

--source-result <value> — Inline JSON for a derived result

--source-result-file <value> — Path to a JSON file containing a derived result

--x-field <value> required — X-axis field

--y-fields <value> required — Comma-separated Y-axis fields

데이터셋의 제한된 프로필 정보를 확인해요.

Arguments

id required — Dataset ID

Flags

--sample-limit <value> default: 10 — Number of sample rows to include

데이터셋 레코드를 조회해요

Arguments

id required — Dataset ID

Flags

--cursor <value> — Pagination cursor from previous query

--filters <value> — Filter conditions as JSON array, e.g. '[{"field":"status","value":"active"}]'

--include-deleted — Include soft-deleted records

--limit <value> default: 25 — Maximum number of records

--sorts <value> — Sort spec as JSON array, e.g. '[{"field":"name","direction":"asc"}]'

정렬 기준이나 가중치 공식을 사용해 레코드 순위를 매겨요

Arguments

id required — Dataset ID

Flags

--filters <value> — JSON array of filters

--formula <value> — JSON formula object {weights: [{field, weight}]}

--limit <value> default: 25 — Max rows

--sorts <value> — JSON array of sorts

원본 데이터를 변경하지 않고 키를 기준으로 두 데이터셋을 비교해요

Arguments

left required — Left dataset ID

right required — Right dataset ID

Flags

--left-key <value> required — Left dataset key field

--limit <value> default: 500 — Maximum rows to scan from each dataset

--right-key <value> — Right dataset key field; defaults to --left-key

데이터셋 스키마를 수정해요 (필드 추가, 수정, 삭제)

Arguments

id required — Dataset ID

Flags

--field <value> — Field definition as JSON, e.g. '{"name":"email","type":"text"}'

--field-id <value> — Field ID (required for update/delete)

--operation <add_field|update_field|delete_field> required — Schema operation

선택한 텍스트 필드에서 레코드를 검색해요

Arguments

id required — Dataset ID

query required — Search text

Flags

--fields <value> — Comma-separated fields to search; defaults to profile columns

--filters <value> — JSON array of base filters applied to every field search

--limit <value> default: 25 — Maximum merged records

--per-field-limit <value> default: 25 — Maximum records to request per searched field

데이터셋 요약 정보를 확인해요 (행 개수, 필드, 샘플 행)

Arguments

id required — Dataset ID

기본 제공 데이터셋 템플릿 목록을 확인해요

기본 제공 데이터셋 템플릿의 스키마를 확인해요

Arguments

template required — Template name

lag, pct_change, rolling windows, drawdown, volatility, correlation 등을 활용해 시계열 데이터를 분석해요

Arguments

id required — Dataset ID

Flags

--date-field <value> required — Date field name

--filters <value> — JSON array of filters

--limit <value> default: 100 — Maximum output rows

--metrics <value> — JSON array of metric definitions

--order-direction <asc|desc> default: "asc" — Time ordering

--pivot — Emit explicit pivoted output

--segment-field <value> — Optional segment field

--segment-values <value> — Comma-separated segment values

--transforms <value> — JSON array of transform definitions

데이터셋 레코드를 업데이트해요.

Arguments

id required — Dataset ID

record-id required — Record ID

Flags

--fields <value> required — Field updates as JSON object, e.g. '{"status":"done"}'

기본 템플릿으로 데이터셋을 검증해요.

Arguments

id required — Dataset ID

Flags

--template <sources|people|events|claims|evidence_sources|evidence_source_fragments|evidence_claims|evidence_people|evidence_organizations|evidence_places|evidence_artifacts|evidence_events|evidence_relationships|evidence_contradictions> required — Built-in template name

문서(PDF, Markdown, 텍스트)를 노트로 업로드해요.

Arguments

file required — Path to file

Flags

--project <value> — Project ID

--title <value> — Note title (defaults to filename)

--type <note|concept|meeting|reference|daily|dataset> — Note type

기존 리서치 이벤트에 참가자를 추가해요.

Arguments

event required — Existing temporal fact ID

person required — Person UUID to attach

Flags

--role <value> default: "subject" — Participant role

--yes — Confirm participant attachment without prompting

참가자가 포함된 리서치 이벤트 타임라인 팩트를 생성해요.

Flags

--body <value> — Event notes/body

--confidence <low|medium|high> — Confidence level

--entity <value> repeatable — Participant/entity as type:uuid or type:uuid:role; repeatable

--org <value> repeatable — Organization UUID participant; repeatable

--person <value> repeatable — Person UUID participant; repeatable

--precision <millisecond|minute|hour|day|month|year|decade|century|millennium|mega_year|era> default: "year" — Temporal precision

--source <value> repeatable — Source entity as type:uuid or type:uuid:role; repeatable

--source-label <value> — Source/provenance label

--source-note <value> — Source/provenance note

--source-url <value> — Source/provenance URL

--timestamp <value> — ISO timestamp

--title <value> required — Event title

--visibility <org_public|private|restricted> — Timeline visibility

--year <value> — Historical year CE

--year-end <value> — Historical end year CE

연구 이벤트 타임라인 정보를 조회해요.

Flags

--cursor <value> — Pagination cursor

--end <value> — End boundary

--entity <value> — Filter by entity ref type:uuid

--limit <value> default: 50 — Maximum events

--order <asc|desc> default: "asc" — Sort order

--person <value> — Filter by person UUID

--q <value> — Text search query

--start <value> — Start boundary

검토를 마친 Evidence Graph diff 플랜을 적용해요.

Arguments

id required — Persisted diff plan ID

Flags

--yes — Confirm applying the reviewed diff plan without prompting

저장된 diff 플랜이 Evidence Graph에 미치는 영향을 설명해요.

Arguments

id required — Persisted diff plan ID, or local when using --from-file

Flags

--from-file <value> — Local diff plan JSON file to explain without API access

저장된 Evidence Graph diff 플랜 목록을 조회해요.

Flags

--dataset-id <value> — Filter by evidence dataset ID

--limit <value> default: 50 — Maximum plans to return

--project <value> — Filter locally by Evidence Graph project ID when present on plans

--status <draft|validated|applied|rejected|expired> — Filter by plan status

도메인별 요약이 포함된 Evidence Graph diff 플랜을 확인해요.

Arguments

id required — Persisted diff plan ID

Evidence Graph 후보 추출을 위한 에이전트 작업(미적용 상태)을 생성해요.

Flags

--agent <value> default: "researcher" — Assigned agent alias

--context <value> — Additional input context JSON object

--context-file <value> — Additional input context JSON file

--dry-run — Preview work item payload without writing

--no-apply — Keep extraction in proposed/diff-first mode

--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack

--project <value> — Project ID

--source-dataset <value> required — Evidence sources dataset ID

--targets <value> — Comma-separated extraction targets

--yes — Confirm work item creation without prompting

Evidence Graph 프로젝트와 데이터셋 기반 작업 테이블을 생성해요.

Arguments

name required — Evidence Graph project name

Flags

--dry-run — Preview project/dataset creation without writing

--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack

--yes — Confirm creation without prompting

신뢰 상태를 기록하기 전 Evidence Graph 워크플로를 계획해요

Arguments

goal required — Evidence Graph goal

Flags

--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack

--project <value> — Existing project ID

--source-dataset <value> — Existing evidence sources dataset ID

Evidence Graph 타임라인 및 관계 프로젝션을 드라이런해요

Flags

--dry-run — Preview projection without writing

--from-file <value> — Local diff plan JSON file to project from without API access

--from-plan <value> — Persisted diff plan ID to project from

--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack

--project <value> — Evidence Graph project ID

데이터 세트 기반 증거 패킷으로 Evidence Graph 증명 보고서를 생성해요

Flags

--format <json|markdown> default: "markdown" — Report format

--from-file <value> required — Evidence packet JSON file to report on

--project <value> — Evidence Graph project ID for report metadata

Evidence Graph 소스 원장 행을 데이터 세트 기반 소스 테이블로 가져와요

Arguments

file required — Path to CSV, JSON, or JSONL source ledger rows

Flags

--batch-size <value> default: 100 — Records per backend batch

--dataset-id <value> — Evidence sources dataset ID

--dry-run — Validate and plan source import without writing

--upsert-by <value> default: "source_id" — Field name used to update matching source rows

--yes — Confirm mutating imports without prompting

Evidence Graph의 출처, 검토, 프로젝션, 인용 불변성을 검증해요

Flags

--from-file <value> required — Evidence packet JSON file to verify

--project <value> — Evidence Graph project ID for report metadata

두 엔티티 사이의 그래프 경로를 분석하고 설명해요.

Arguments

source required — Source entity reference as type:uuid

target required — Target entity reference as type:uuid

Flags

--depth <value> default: 4 — Maximum path depth, backend clamps to 1-5

--frontier-limit <value> default: 500 — Maximum links to inspect per path expansion, backend clamps to 1-1000

두 엔티티 사이의 그래프 경로를 분석하고 설명해요.

Arguments

source required — Source entity reference as type:uuid

target required — Target entity reference as type:uuid

Flags

--depth <value> default: 4 — Maximum path depth, backend clamps to 1-5

--frontier-limit <value> default: 500 — Maximum links to inspect per path expansion, backend clamps to 1-1000

특정 엔티티와 연결된 주변 그래프 노드를 보여줘요.

Arguments

entity required — Entity reference as type:uuid

Flags

--depth <value> default: 1 — Graph depth, backend clamps to 1-3

--limit <value> default: 80 — Maximum graph items, backend clamps to 1-200

그래프 엔티티를 미리 봐요

Arguments

entity required — Entity reference as type:uuid

그래프 작업을 위해 연결 가능한 엔티티를 검색해요

Arguments

query required — Search query

Flags

--limit <value> default: 20 — Maximum results

--types <value> — Comma-separated entity types

노트를 미리 보거나 일괄 삭제해요

Flags

--archived — Filter by archived state

--confirm — Execute deletion instead of preview

--ids <value> — Comma-separated note IDs

--title-contains <value> — Title substring filter

--title-equals <value> — Exact title filter

--title-starts-with <value> — Title prefix filter

--type <note|concept|meeting|reference|daily|dataset>

노트를 생성해요

Flags

--content <value> — Note content (markdown)

--metadata <value> — Note metadata as JSON

--metadata-file <value> — Read note metadata JSON from a file

--project <value> — Project ID

--title <value> required — Note title

--type <note|concept|meeting|reference|daily|dataset> — Note type

노트를 삭제해요

Arguments

id required — Note ID

Flags

-y, --yes — Skip confirmation

노트 전체 내용을 가져와요

Arguments

id required — Note ID

노트 목록을 확인해요

Flags

--archived — Filter by archived state

--limit <value> — Maximum number of results

--project <value> — Filter by project ID

--title-contains <value> — Title substring filter

--title-equals <value> — Exact title filter

--title-starts-with <value> — Title prefix filter

--type <note|concept|meeting|reference|daily|dataset> — Filter by note type

노트를 검색해요

Arguments

query required — Search query

Flags

--limit <value> — Maximum number of results

--project <value> — Filter by project ID

노트를 업데이트해요

Arguments

id required — Note ID

Flags

--content <value> — Note content (markdown)

--metadata <value> — Replace note metadata with this JSON object

--metadata-file <value> — Read replacement note metadata JSON from a file

--title <value> — Note title

--type <note|concept|meeting|reference|daily|dataset> — Note type

조직을 미리 보거나 일괄 삭제해요

Flags

--confirm — Execute deletion instead of preview

--contains <value> — Name substring filter

--equals <value> — Exact name filter

--ids <value> — Comma-separated organization IDs

--relationship <value> — Filter by relationship status

--starts-with <value> — Name prefix filter

--type <value> — Filter by organization type

조직을 생성해요

Flags

--domain <value> — Domain (e.g. acme.com)

--industry <value> — Industry

--linkedin-url <value> — LinkedIn page URL

--location <value> — Location

--name <value> required — Organization name

--notes <value> — Notes

--relationship-status <value> — Relationship status (e.g. prospect, customer, partner, vendor)

--type <value> — Organization type (e.g. company, nonprofit, government, school)

--website <value> — Website URL

조직을 삭제해요

Arguments

id required — Organization ID

Flags

-y, --yes — Skip confirmation

조직을 검색해요

Arguments

query — Optional fuzzy search query

Flags

--contains <value> — Name substring filter

--equals <value> — Exact name filter

--limit <value> — Maximum number of results

--relationship <value> — Filter by relationship status

--starts-with <value> — Name prefix filter

--type <value> — Filter by organization type

조직 정보를 업데이트해요

Arguments

id required — Organization ID

Flags

--domain <value> — Domain (e.g. acme.com)

--industry <value> — Industry

--linkedin-url <value> — LinkedIn page URL

--location <value> — Location

--name <value> — Organization name

--notes <value> — Notes

--relationship-status <value> — Relationship status

--type <value> — Organization type

--website <value> — Website URL

연락처를 미리 보거나 일괄 삭제해요

Flags

--confirm — Execute deletion instead of preview

--contains <value> — Name substring filter

--equals <value> — Exact name filter

--has-no-email — Only contacts without an email

--ids <value> — Comma-separated person IDs

--relationship <value> — Filter by relationshipToUser

--starts-with <value> — Name prefix filter

연락처를 생성해요

Flags

--birth-year <value> — Birth year

--birthday <value> — Birthday (YYYY-MM-DD)

--company <value> — Company name (auto-links to organization if exists)

--email <value> — Email address

--estimated-age <value> — Estimated age

--job-title <value> — Job title

--linkedin-url <value> — LinkedIn profile URL

--location <value> — Location

--mbti <value> — MBTI type (e.g. INTJ, ENFP)

--name <value> required — Full name

--notes <value> — Notes about this person

--phone <value> — Phone number

--relationship <value> — Relationship to user (e.g. friend, colleague, client, mentor)

--website <value> — Personal website

연락처를 삭제해요

Arguments

id required — Person ID

Flags

-y, --yes — Skip confirmation

특성 및 관계를 포함한 인물 프로필을 조회해요

Arguments

id required — Person ID

인물 중심의 관계 그래프를 보여줘요

Arguments

id required — Person ID

Flags

--depth <value> default: 2 — Relationship graph depth

--include-inactive — Include inactive relationship edges

두 사람 사이의 친족 관계나 관계 거리를 알려줘요

Arguments

egoPersonId required — Ego/source person ID

targetPersonId required — Target person ID

Flags

--max-depth <value> default: 6 — Maximum relationship depth

연락처 목록을 조회해요

Flags

--contains <value> — Name substring filter

--equals <value> — Exact name filter

--has-no-email — Only contacts without an email

--limit <value> — Maximum number of results

--relationship <value> — Filter by relationshipToUser

--starts-with <value> — Name prefix filter

두 사람 사이의 관계를 생성하거나 수정해요.

Arguments

personAId required — First person ID

personBId required — Second person ID

Flags

--dry-run — Preview the relationship payload without writing

--notes <value> — Relationship notes

--type <value> required — Relationship type, e.g. colleague, sibling, spouse, collaborator

-y, --yes — Apply without prompting

연락처를 검색해요.

Arguments

query required — Search query

Flags

--contains <value> — Name substring filter

--equals <value> — Exact name filter

--has-no-email — Only contacts without an email

--limit <value> — Maximum number of results

--relationship <value> — Filter by relationshipToUser

--starts-with <value> — Name prefix filter

인물과 관련된 타임라인 정보를 나열해요.

Arguments

id required — Person ID

Flags

--limit <value> default: 50 — Maximum facts to return

--order <asc|desc> default: "asc" — Sort order

--role <value> — Filter by entity role, comma-separated

연락처 정보를 수정해요.

Arguments

id required — Person ID

Flags

--birth-year <value> — Birth year

--birthday <value> — Birthday (YYYY-MM-DD)

--company <value> — Company name

--email <value> — Email address

--estimated-age <value> — Estimated age

--job-title <value> — Job title

--linkedin-url <value> — LinkedIn profile URL

--location <value> — Location

--mbti <value> — MBTI type (e.g. INTJ, ENFP)

--name <value> — Full name

--notes <value> — Notes about this person

--phone <value> — Phone number

--relationship <value> — Relationship to user

--website <value> — Personal website

프로젝트를 보관해요.

Arguments

id required — Project ID

Flags

-y, --yes — Skip confirmation

프로젝트 컨텍스트(할 일, 노트, 시그널)를 가져와요.

Arguments

id required — Project ID

프로젝트를 생성해요.

Flags

--emoji <value> — Single emoji

--name <value> required — Project name

--status <planning|active|on_hold|blocked|completed> — Project status

--summary <value> — Project summary

프로젝트 목록을 조회해요

Flags

--include-archived — Include archived projects

--status <planning|active|on_hold|blocked|completed> — Filter by status

프로젝트의 표준 CSN 플래닝 스냅샷을 가져와요

Arguments

id required — Project ID

프로젝트의 표준 CSN 플래닝 스냅샷을 다시 계산해요

Arguments

id required — Project ID

프로젝트를 업데이트해요

Arguments

id required — Project ID

Flags

--emoji <value> — Single emoji

--name <value> — Project name

--status <planning|active|on_hold|blocked|completed> — Project status

--summary <value> — Project summary

내장된 리서치 워크플로우 레시피 목록을 조회해요

내장된 리서치 워크플로우 레시피를 확인해요

Arguments

id required — Recipe ID

리서치 프로젝트 및 표준 데이터셋 생성

Arguments

name required — Research project name

Flags

--dry-run — Preview project/dataset creation without writing

--template <historical-research> default: "historical-research" — Research template

--yes — Confirm creation without prompting

데이터 기록 전 결정론적 리서치 워크플로 계획

Arguments

goal required — Research goal

Flags

--project <value> — Existing project ID

--source-dataset <value> — Existing sources dataset ID

리서치 레시피를 위한 결정론적 에이전트 작업 생성

Arguments

recipe required — Research run recipe

Flags

--agent <value> default: "researcher" — Assigned agent alias

--context <value> — Additional input context JSON object

--context-file <value> — Additional input context JSON file

--dry-run — Preview work item payload without writing

--project <value> — Project ID

--source-dataset <value> — Source dataset ID

--yes — Confirm work item creation without prompting

리서치 프로젝트 컨텍스트 및 CLI 준비 상태 확인

Arguments

project — Project ID

로컬 스킬 디렉토리에 Siftable 스킬팩을 설치해요.

Arguments

id required — Skillpack ID

Flags

--force — Replace an existing installed skill

--target <value> default: "skills" — Installed skills directory

-y, --yes — Confirm replacing an existing skill

설치 가능한 Siftable 스킬팩 목록을 확인해요.

할 일을 미리 보거나 일괄 삭제해요.

Flags

--confirm — Execute deletion instead of preview

--done — Filter by completed state

--ids <value> — Comma-separated task IDs

--phase <draft|open|in_flight|review|blocked|done|cancelled>

--title-contains <value> — Title substring filter

--title-equals <value> — Exact title filter

--title-starts-with <value> — Title prefix filter

--when <now|today|soon|later>

할 일을 완료로 표시해요.

Arguments

id required — Task ID

같은 프로젝트 내 할 일 사이에 CSN 커플링 엣지를 만들어요.

Arguments

id required — Source task ID

target required — Target task ID

Flags

--note <value> — Optional note

--strength <value> — Coupling strength (0-1)

--type <info|resource> required — Coupling type

할 일에서 CSN 커플링 엣지를 삭제해요.

Arguments

id required — Task ID

edgeId required — Coupling edge ID

Flags

-y, --yes — Skip confirmation

태스크의 CSN 커플링 엣지 목록을 조회해요

Arguments

id required — Task ID

휴먼 플래닝 태스크를 생성해요

Flags

--acceptance-criteria <value> — Acceptance criteria (semicolon-separated text, e.g. "tests pass; docs updated")

--description <value> — Task description

--due <value> — Due date (ISO 8601)

--effort <trivial|small|medium|large|epic|unknown> — Effort estimate

--phase <draft|open|in_flight|review|blocked|done|cancelled> — Lifecycle phase

--priority <do_now|schedule|delegate|someday> — Priority level

--project <value> — Project ID

--scope <value> — Scope boundaries (JSON object with include/exclude arrays)

--title <value> required — Task title

태스크를 삭제해요

Arguments

id required — Task ID

Flags

-y, --yes — Skip confirmation

휴먼 플래닝 태스크 상세 정보를 조회해요

Arguments

id required — Task ID

휴먼 플래닝 태스크 목록을 조회해요

Flags

--effort <trivial|small|medium|large|epic|unknown> — Filter by effort

--limit <value> — Maximum number of results

--phase <draft|open|in_flight|review|blocked|done|cancelled> — Filter by phase

--project <value> — Filter by project ID

--status <inbox|next_action|in_progress|waiting_for|completed|archived> — Filter by status

--title-contains <value> — Title substring filter

--title-equals <value> — Exact title filter

--title-starts-with <value> — Title prefix filter

태스크의 CSN 플래닝 필드를 업데이트해요

Arguments

id required — Task ID

Flags

--cynefin-confidence <value> — Cynefin confidence (0-1)

--cynefin-domain <clear|complicated|complex|chaotic|aporetic> — Cynefin domain

--cynefin-rationale <value> — Why this domain fits

--cynefin-source <user|assistant|classifier> — Source of the planning classification

--duration-model <value> — Duration model JSON, e.g. {"kind":"point","days":2}

--reversibility <value> — Reversibility score (0-1)

휴먼 플래닝 태스크를 업데이트해요

Arguments

id required — Task ID

Flags

--acceptance-criteria <value> — Acceptance criteria (semicolon-separated text, e.g. "tests pass; docs updated")

--blocked-reason <value> — Reason task is blocked

--description <value> — Task description

--due <value> — Due date (ISO 8601)

--effort <trivial|small|medium|large|epic|unknown> — Effort estimate

--phase <draft|open|in_flight|review|blocked|done|cancelled> — Lifecycle phase

--priority <do_now|schedule|delegate|someday> — Priority level

--project <value> — Project ID

--scope <value> — Scope boundaries (JSON object with include/exclude arrays)

--status <inbox|next_action|in_progress|waiting_for|completed|archived> — Task status

--title <value> — Task title

타임라인 사실을 직접 생성해요

Flags

--body <value> — Fact body or notes

--confidence <low|medium|high> — Confidence level

--entity <value> repeatable — Participant/entity as type:uuid or type:uuid:role; repeatable

--fact-type <value> default: "event" — Fact type

--precision <millisecond|minute|hour|day|month|year|decade|century|millennium|mega_year|era> default: "year" — Temporal precision

--source-label <value> — Source/provenance label

--source-note <value> — Source/provenance note

--source-url <value> — Source/provenance URL

--timestamp <value> — ISO timestamp

--title <value> required — Fact title

--visibility <org_public|private|restricted> — Timeline visibility

--year <value> — Historical year CE

--year-end <value> — Historical end year CE

타임라인 사실을 삭제해요

Arguments

id required — Timeline fact ID

Flags

--yes — Confirm retraction without prompting

필터로 범위를 지정해 타임라인 사실 목록을 확인해요

Flags

--cursor <value> — Pagination cursor

--end <value> — End boundary, ISO timestamp or supported historical boundary

--entity <value> — Entity filter as type:uuid

--entity-role <value> — Comma-separated entity roles

--fact-types <value> — Comma-separated fact types

--limit <value> default: 50 — Maximum items to return

--order <asc|desc> default: "asc" — Sort order

--q <value> — Text search query

--source-types <value> — Comma-separated source types

--start <value> — Start boundary, ISO timestamp or supported historical boundary

타임라인 사실을 요약하거나 설명하는 내러티브를 생성해요

Flags

--action <summarize|changed_since|led_to|what_next|cross_object> default: "summarize" — Narrative action

--entity <value> — Entity scope as type:uuid

--entity-roles <value> — Comma-separated entity roles

--fact-type <value> — Fact type filter

--limit <value> default: 60 — Maximum timeline facts to include

--participant <value> — Participant filter as type:uuid

--prompt <value> — Question or custom narrative prompt

--q <value> — Text query filter

--related-entity <value> — Related entity as type:uuid

--source-type <value> — Source type filter

암호화된 보안 정보를 새로 저장해요

Flags

--category <value> — Category

--description <value> — Description

--name <value> required — Secret name

--payload <value> required — JSON payload to encrypt

--slug <value> — Machine-friendly identifier

--tags <value> — Comma-separated tags

--type <env_var|credential|oauth_token|ssh_key|certificate|note> — Entry type

--url <value> — Associated URL

저장소 항목 목록을 확인해요 (메타데이터만 표시)

Flags

--category <value> — Filter by category

--limit <value> — Maximum number of results

--type <env_var|credential|oauth_token|ssh_key|certificate|note> — Filter by entry type

Retired: Vault plaintext reveal is unavailable from the CLI

Arguments

id required — Vault entry ID

Vault 항목을 검색해요

Arguments

query required — Search query

Flags

--limit <value> — Maximum number of results

Vault 항목의 메타데이터를 업데이트해요

Arguments

id required — Vault entry ID

Flags

--category <value> — Category

--description <value> — Description

--name <value> — Entry name

--tags <value> — Comma-separated tags

--url <value> — Associated URL

작업 항목을 차단 상태로 표시해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

작업 항목을 취소해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

실행 가능한 다음 에이전트 작업 항목을 가져와요

Arguments

id — Optional specific work item ID

Flags

--agent <value> — Agent alias to claim for

--lease <value> default: 1800 — Lease seconds

--owner <value> required — Claim owner identity

실행 가능한 에이전트 작업 항목을 승인하고 완료해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

실행 가능한 에이전트 작업 항목을 생성해요

Flags

--acceptance-criteria <value> — Acceptance criteria JSON array or semicolon-separated text

--agent <value> — Assigned agent alias

--allowed-actions <value> — Allowed actions JSON object

--context <value> — Input context JSON object

--project <value> — Linked project ID

--prompt <value> — Agent prompt or instructions

--rank <value> default: 0 — Queue rank

--task <value> — Parent human planning task ID

--title <value> required — Executable work item title

--verify <value> — Verification commands separated by semicolons

--write-scope <value> — Write scope JSON object

작업 항목을 실패로 표시해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

실행 가능한 에이전트 작업 항목의 상세 정보를 가져와요

Arguments

id required — Work item ID

작업 항목 임대 기간을 연장해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

실행 가능한 에이전트 작업 항목 목록을 조회해요

Flags

--agent <value> — Filter by assigned agent alias

--limit <value> — Maximum results

--project <value> — Filter by project ID

--status <value> — Filter by status

--task <value> — Filter by parent human planning task ID

점유한 작업 항목을 대기열로 반환해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

실행 가능한 에이전트 작업을 검토가 필요한 상태로 표시해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

작업 항목을 실행 중으로 표시해요

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

--verification-results <value> — Verification evidence JSON array: [{"command","exitCode","output"?}]

Run the LLM verifier against a work item's acceptance criteria and record a verifier run. Promotion to verified requires passing verification-command evidence plus a verified verdict.

Arguments

id required — Work item ID

Flags

--history — List prior verifier runs instead of running a new one

--model <value> — Verifier model override

--reps <value> — Repeated evaluations per criterion (1-8, default 3)

실행 가능한 작업을 할당받아 로컬 Worker 명령을 실행하고, 검토가 필요한 결과물을 보고해요.

Flags

--agent <value> required — Agent alias to claim work for

--command <value> required — Local command to run for the claimed work item

--cwd <value> — Fallback working directory for the local command

--lease <value> default: 1800 — Lease seconds

--owner <value> required — Worker owner fingerprint