MCP Server, CLI & API Reference

Pokaż możliwości i status gotowości Siftable CLI

Pokaż tematy komend i punkty wejścia do workflow przyjazne dla agentów

Zdiagnozuj lokalną konfigurację Siftable CLI bez wyświetlania sekretów

Uruchom terminalowego copilota Siftable (sift interactive) — asystenta AI działającego w procesie, który ma wgląd w Twoje zadania, pracę, kalendarz, projekty i osoby.

Flags

--connected-models — List eligible connected models and exit

--connection <value> needs model — Select a Model Connection UUID for a gateway invocation

--max-output-tokens <value> needs prompt — Maximum connected-model output tokens (1-32768)

--model <value> — Select an eligible connected model for a gateway invocation

--prompt <value> needs model — Invoke the selected connected model once and exit

--stream needs prompt — Consume selected connected-model output incrementally

Wygeneruj diagram Mermaid w terminalu (flowchart, sequence, state, class, ER, C4, architecture, mindmap). Odczytuje plik .mmd lub stdin.

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)

Utwórz alias agenta

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

Wyłącz alias agenta

Arguments

alias required — Agent alias or ID

Pobierz alias agenta

Arguments

alias required — Agent alias or ID

Wyświetl listę aliasów agentów

Flags

--include-disabled — Include disabled aliases

Zaktualizuj alias agenta

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

Wyświetl zadania przypisane do aliasu agenta

Arguments

alias required — Agent alias or ID

Flags

--limit <value> — Maximum results

--status <value> — Work item status

Show the secure browser flow for adding a non-exportable Model Connection

Flags

--url <value> default: "https://siftable.io/settings/model-connections" — Siftable Model Connections settings URL

Invoke an eligible connected model (requires ai:invoke and ai:connections:use)

Flags

--connection <value> required — Model Connection UUID returned by sift ai list

--max-output-tokens <value> — Maximum output tokens (1-32768)

--model <value> required — Eligible model ID returned by sift ai list

--prompt <value> required — Prompt text

--stream — Consume and print incremental connected-model output

List eligible connected models (requires ai:models:read)

Show non-secret Model Connection status (requires ai:connections:use)

Arguments

connection — Optional Model Connection UUID

Show connected-model usage totals (requires ai:usage:read)

Flags

--from <value> — ISO-8601 period start

--to <value> — ISO-8601 period end

Request a governed action approval; this command cannot approve or consume it

Flags

--action <value> required — Governed action identifier

--destination <value> default: "{}" — Destination binding JSON object

--expires-in <value> — Approval lifetime in seconds (30-600)

--operation <value> required — Operation identifier

--purpose <value> required — Human-readable non-secret purpose

--resource-id <value> required — Resource identifier

--resource-type <value> required — Resource type identifier

Inspect a governed approval requested by this CLI identity

Arguments

id required — Approval ID

Zaloguj się do Siftable

Flags

--scope <ai:models:read|ai:invoke|ai:usage:read|ai:connections:use|vault:metadata:read|vault:manage|vault:audit:read> repeatable — Incremental AI invocation or Vault scope to request (repeatable; management AI scopes and plaintext reveal are unavailable)

Usuń zapisane dane uwierzytelniania

Pokaż status uwierzytelniania

Allow, deny, or always allow personal funding for a quoted workspace operation

Flags

--decision <allow|deny|always_allow> required

--monthly-cap-micros <value> — Monthly micro-USD cap for always_allow

--quote <value> required — Server-issued operation quote ID

Read or update the workspace personal-fallback policy

Flags

--disabled — Disable and revoke personal fallback

--enabled — Enable personal fallback

Revoke one of your active personal-fallback consents

Arguments

consentId required

Show your active personal-fallback decisions for a workspace

Utwórz wydarzenie w kalendarzu

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

Usuń wydarzenie z kalendarza

Arguments

id required — Event ID

Flags

-y, --yes — Skip confirmation

Wyświetl listę wydarzeń w kalendarzu

Flags

--end <value> — End date (ISO 8601)

--limit <value> — Maximum number of results

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

Aktualizuj wydarzenie w kalendarzu

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

Create a reviewed server-brokered Vault capability

Flags

--adapter <value> required — Reviewed static adapter ID

--expires-in <value> — Lifetime in seconds (300-2592000)

--field <value> default: "value" — Credential payload field

--operation <value> required — Comma-separated allowlisted operations

--provider <value> required — Provider ID

--purpose <value> required — Non-secret human-readable purpose

--vault-entry <value> required — Vault entry UUID

Describe safe metadata for one Vault capability

Arguments

id required — Capability metadata ID

Execute one typed operation through a Vault capability handle

Flags

--approval <value> — Governed approval UUID when required

--handle <value> required — Opaque vcap_ capability handle

--idempotency-key <value> — Stable 8-128 character key for safe retries

--input <value> default: "{}" — Typed operation input JSON object

--operation <value> required — Allowlisted operation

List safe metadata for Vault capability handles

Revoke a Vault capability

Arguments

id required — Capability metadata ID

Git blame dla pliku

Arguments

file required — Relative file path

Flags

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

Zatwierdź kandydujący wpis do pamięci kodu z audytowalnym uzasadnieniem.

Arguments

id required — Memory ID

Flags

--reason <value> required — Audit reason

Usuń zapisany fakt o kodzie

Arguments

id required — Memory ID

Flags

-y, --yes — Skip confirmation

Wykryj potencjalnie nieaktualne wpisy w pamięci kodu i oznacz je jako `needs_review` (nigdy ich nie usuwa).

Flags

--limit <value> — Maximum memories to scan

--repo <value> — Repository ID

Edytuj wpis w pamięci kodu; poprzednia treść pozostaje w dzienniku audytu.

Arguments

id required — Memory ID

Flags

--confidence <value> — Confidence 0-1

--fact <value> required — Updated fact

--reason <value> required — Audit reason

Wyświetl listę zdarzeń weryfikacji i pochodzenia dla wpisu w pamięci kodu (tylko do dopisywania).

Arguments

id required — Memory ID

Flags

--limit <value> — Maximum number of events

Wyświetl wpis w pamięci kodu wraz z pochodzeniem, danymi źródłowymi i cyklem życia.

Arguments

id required — Memory ID

Wyświetl listę zapisanych faktów o kodzie

Flags

--include-inactive — Include rejected and superseded lineage memories

--lifecycle <unreviewed|confirmed|rejected|superseded|needs_review> — Filter by lifecycle state

--limit <value> — Maximum number of results

--repo <value> — Repository ID

Oznacz wpis w pamięci kodu jako `needs_review` z powodu prawdopodobnej nieaktualności lub sprzeczności (nigdy go nie usuwa).

Arguments

id required — Memory ID

Flags

--reason <value> required — Audit reason

--signal <value> repeatable — Staleness signal (repeatable)

Odrzuć wpis w pamięci kodu z audytowalnym uzasadnieniem (łagodne odrzucenie, nigdy nie usuwa).

Arguments

id required — Memory ID

Flags

--reason <value> required — Audit reason

Przeszukaj zapisane fakty o kodzie

Arguments

query required — Search query

Flags

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

--include-inactive — Include rejected and superseded lineage memories

--lifecycle <unreviewed|confirmed|rejected|superseded|needs_review> — Filter by lifecycle state

--limit <value> — Maximum number of results

--repo <value> — Repository ID

Zapisz fakt o kodzie

Flags

--agent <value> — Authoring agent (marks memory as agent-authored)

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

--commit <value> — Source commit SHA

--confidence <value> — Confidence 0-1

--evidence-chunk <value> repeatable — Historical indexed chunk ID supporting the fact

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

--file <value> — Related file path

--path <value> repeatable — Additional related path (repeatable)

--reason <value> — Capture reason (required with --agent)

--repo <value> — Repository ID

--work-item <value> — Related agent work item ID

Zastąp wpis w pamięci kodu nowym, zachowując stary jako część historii.

Arguments

id required — Memory ID to supersede

Flags

--category <architecture|integration|convention|entrypoint|gotcha|ownership> — Fact category (defaults to previous)

--commit <value> — Source commit SHA

--confidence <value> — Confidence 0-1

--evidence-chunk <value> repeatable — Evidence chunk ID (repeatable)

--fact <value> required — Replacement fact

--file <value> — Related file path

--path <value> repeatable — Additional related path (repeatable)

--reason <value> required — Audit reason

Zbierz kontekst Siftable (tylko do odczytu) i lokalnego Git do codziennych przeglądów pracy w Codex

Flags

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

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

--skip-git — Skip local git summary

Opisz bieżący kontekst: tożsamość, właściciela, projekt i lokalną kopię roboczą.

Flags

--workspace-root <value> — Absolute local checkout root to describe (never sent as a workspace tenant ID)

Zastosuj tylko zatwierdzone operacje z istniejącego planu importu CRM; ponowne uruchomienie jest bezpieczne

Arguments

planId required — Durable CRM import plan UUID

Flags

--yes — Confirm canonical CRM writes without prompting

Zatwierdź wszystkie lub wybrane oczekujące operacje w istniejącym planie importu CRM

Arguments

planId required — Durable CRM import plan UUID

Flags

--operation-id <value> repeatable — Stable operation ID to approve; repeat to approve a subset

--reason <value> required — Human approval reason recorded on the plan

--yes — Confirm the approval without prompting

Wznów i sprawdź trwały plan importu CRM na podstawie stałego ID planu

Arguments

planId required — Durable CRM import plan UUID

Utwórz lub wykorzystaj ponownie trwały plan importu CRM z plików CSV, TSV, XLS lub XLSX bez zapisywania kanonicznych rekordów CRM

Arguments

file required — Local CSV, TSV, XLS, or XLSX source (8 MiB maximum)

Flags

--mapping-mode <manual|workspace_auto> default: "manual" — Manual mapping or approved workspace mapping profile

--provider <generic|salesforce> default: "generic" — Source provider mapping

Opisz zasady dotyczące powiązania organizacji w CRM z przestrzenią roboczą.

Arguments

id required — CRM organization ID

Wyświetl tylko organizacje z CRM, pomijając przestrzenie do współpracy.

Flags

--limit <value> default: 100 — Maximum number of CRM results

--search <value> — Optional fuzzy search query

Dodaj rekordy do zbioru danych

Arguments

id required — Dataset ID

Flags

--idempotency-key <value> required — Caller-owned stable key for replaying this exact dataset mutation

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

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

Agreguj rekordy zbioru danych z pogrupowanymi metrykami (count, avg, sum, min, max, median, stddev, percentile, ratio)

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

Generuj oparte na danych wnioski w języku naturalnym dla zbioru danych

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

Zastosuj zapisany plan zmian (diff) dla zbioru danych

Arguments

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

Flags

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

Archiwizuj zbiór danych bez usuwania jego fizycznej tabeli

Arguments

id required — Dataset ID

Flags

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

Podziel pole liczbowe lub daty na przedziały z metrykami zagregowanymi dla każdego z nich

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

Zaplanuj lub wykonaj czyszczenie tymczasowych zbiorów danych oznaczonych tagiem cyklu życia

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

Porównaj metryki w segmentach pola kategorycznego bezpośrednio ze sobą

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)

Oblicz pola pochodne ze zbioru danych lub wcześniejszego wyniku obliczeń

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

Pokaż schemat zbioru danych i kontrakt możliwości czytelny dla agenta

Arguments

id required — Dataset ID

Flags

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

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

Utwórz zbiór danych

Flags

--description <value> — Dataset description

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

--idempotency-key <value> required — Caller-owned stable key for replaying this exact dataset mutation

--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

Znajdź duplikaty rekordów w zbiorze danych po kluczu bez modyfikowania danych

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

Trwale usuń zbiór danych wraz z jego fizyczną tabelą

Arguments

id required — Dataset ID

Flags

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

Usuń rekord ze zbioru danych

Arguments

id required — Dataset ID

record-id required — Record ID

Flags

--idempotency-key <value> required — Caller-owned stable key for replaying this exact dataset mutation

-y, --yes — Skip confirmation

Zobacz podgląd zmian w wierszach zbioru danych na podstawie pliku CSV, JSON lub JSONL

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

Wyświetl listę zapisanych planów zmian (diff) zbioru danych

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

Pokaż zapisany plan zmian (diff) zbioru danych

Arguments

id required — Diff plan ID

Eksportuj rekordy zbioru danych do formatu CSV, JSON, JSONL lub Markdown

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

Pokaż podsumowania faset dla pól zbioru danych

Arguments

id required — Dataset ID

Flags

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

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

Oblicz pola formuł i wyświetl podgląd zmian w zbiorze danych

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

Pobierz szczegóły i schemat zbioru danych

Arguments

id required — Dataset ID

Wyjaśnij wpływ formuły, grafu, widoku, jakości i materializacji na zbiór danych

Arguments

id required — Dataset ID

Flags

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

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

Importuj wiersze CSV, JSON lub JSONL do nowego lub istniejącego zbioru danych

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

Zbadaj strukturę lokalnego pliku CSV, TSV, XLS lub XLSX bez tworzenia i modyfikacji zbioru danych

Arguments

file required — Path to a local CSV, TSV, XLS, or XLSX file

Flags

--delimiter <value> — Single-byte delimiter override for CSV/TSV

--format <csv|tsv|xls|xlsx> — Format override when the extension is absent or wrong

--header-row <value> — Zero-based header row index within the sheet grid

--max-bytes <value> — Refuse files larger than this many bytes

--max-cols <value> — Maximum columns returned per sheet

--max-rows <value> — Maximum data rows returned per sheet

--max-sheets <value> — Maximum sheets returned

--sheet <value> — Inspect only this sheet; the full sheet inventory is still reported

Połącz zbiór danych z samym sobą, używając pól z aliasami, takich jak left.Close i right.Close

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

Wyświetl listę zbiorów danych

Flags

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

Wyszukaj rekordy w zbiorze danych przez dokładne dopasowanie klucza i wartości

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

Zmaterializuj wynik pochodny w nowym, roboczym zbiorze danych

Flags

--description <value> — Dataset description

--idempotency-key <value> required — Caller-owned stable key for replaying this exact dataset mutation

--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

Utwórz podsumowanie przestawne z pogrupowanych metryk zbioru danych

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

Zweryfikuj i znormalizuj lekki ładunek wykresu z wyniku pochodnego

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

Pokaż ograniczone informacje o profilu zbioru danych

Arguments

id required — Dataset ID

Flags

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

Sprawdź jakość zbioru danych za pomocą ustrukturyzowanych metryk brakujących wartości i analizy powtórzonych wartości

Arguments

id required — Dataset ID

Flags

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

--repeat-threshold <value> default: 3 — Minimum occurrences for a repeated value to be reported

Pobierz rekordy ze zbioru danych

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"}]'

Rankuj rekordy na podstawie sortowania lub ważonej formuły liczbowej

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

Porównaj dwa zbiory danych według klucza bez modyfikowania ich zawartości

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

Zarządzaj schematem zbioru danych (dodawaj, aktualizuj lub usuwaj pola)

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)

--idempotency-key <value> required — Caller-owned stable key for replaying this exact dataset mutation

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

Przeszukaj rekordy w wybranych polach tekstowych

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

Wyświetl podsumowanie zbioru danych (liczbę wierszy, pola i przykładowe rekordy)

Arguments

id required — Dataset ID

Wyświetl listę wbudowanych szablonów

Wyświetl schemat wbudowanego szablonu

Arguments

template required — Template name

Analizuj szeregi czasowe (lag, pct_change, okna kroczące, drawdown, zmienność i korelacja)

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

Aktualizuj rekord w zbiorze danych

Arguments

id required — Dataset ID

record-id required — Record ID

Flags

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

--idempotency-key <value> required — Caller-owned stable key for replaying this exact dataset mutation

Waliduj zbiór danych na podstawie wbudowanego szablonu

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

Wgraj dokument (PDF, Markdown lub tekst) jako notatkę

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

Zweryfikuj kontrakt środowiska pod kątem użycia lokalnego lub w CI.

Flags

--checkout-root <value> — Exact Git checkout root containing .sift/environment.yaml

--ci — Fail non-zero when contract, example, Git, or checkout safety findings exist

Pokaż zmiany w strukturze kontraktu środowiska (bez wartości zmiennych).

Flags

--checkout-root <value> — Exact Git checkout root containing .sift/environment.yaml

Zarejestruj tożsamość publicznego punktu końcowego bez dostępu do Vault.

Flags

--dedicated — Endpoint is a dedicated runner

--endpoint-class <interactive_desktop|remote_vm|noninteractive_runner|shared_host|ci_runner|production_host|multi_tenant> required — Explicit endpoint policy class

--kill-switch — Runner has an enforced kill switch

--owner <value> default: "personal" — personal or workspace:<uuid>

--storage-tier <hardware_host_bound|systemd_managed|convenience_keyring|none> required — Actual endpoint key storage tier; convenience_keyring is not hardware-backed

Wygeneruj deterministyczny przykład z samymi nazwami i symbolami zastępczymi.

Flags

--checkout-root <value> — Exact Git checkout root containing .sift/environment.yaml

--write — Write the deterministic output to .env.example instead of displaying it

Zastosuj atomowo dokładnie jeden zweryfikowany plan importu dotenv

Flags

--checkout-root <value> — Checkout used only to reject Sift-managed source files

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--plan-file <value> required — Reviewed value-free plan artifact

--source <value> required — Same explicit dotenv source used to create the plan

Utwórz przypisany do właściciela plan (bez rzeczywistych wartości) dla jednego jawnie nazwanego źródła dotenv

Flags

--checkout-root <value> — Checkout used only to reject Sift-managed source files

--decision <value> repeatable — Explicit per-index decision: INDEX:keep-existing|overwrite|skip|rename=NAME

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--plan-file <value> required — New local value-free plan artifact to create

--project <value> — Exact owner-scoped project UUID

--source <value> required — Explicit dotenv source file

Pobierz dokładnie jeden kontrolowany pakiet Vault do pliku środowiska deweloperskiego zarządzanego przez Sift

Flags

--approval-timeout <value> default: 600

--checkout-root <value> — Checkout containing .sift/environment.yaml

--destination <value> — Exact relative destination when the manifest declares more than one bundle

--endpoint-class <development|production|ci|shared_host|policy_ineligible> required — Explicit endpoint policy class; managed pulls accept development only

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--purpose <value> required

--replace — Replace a changed Sift-managed file using its exact observed precondition

Zastosuj atomowo dokładnie jeden zweryfikowany plan importu dotenv

Flags

--checkout-root <value> — Checkout used only to reject Sift-managed source files

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--plan-file <value> required — Reviewed value-free plan artifact

--source <value> required — Same explicit dotenv source used to create the plan

Utwórz przypisany do właściciela plan (bez rzeczywistych wartości) dla jednego jawnie nazwanego źródła dotenv

Flags

--checkout-root <value> — Checkout used only to reject Sift-managed source files

--decision <value> repeatable — Explicit per-index decision: INDEX:keep-existing|overwrite|skip|rename=NAME

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--plan-file <value> required — New local value-free plan artifact to create

--project <value> — Exact owner-scoped project UUID

--source <value> required — Explicit dotenv source file

Usuń dokładnie jeden lokalny plik środowiska zarządzany przez Sift

Flags

--checkout-root <value> — Exact Git checkout root containing .sift/environment.yaml

--destination <value> — Exact relative destination when the manifest declares more than one bundle

--yes required — Confirm removal of the exact recognized managed file

Wyświetl stan lokalnego środowiska (bez samych wartości)

Flags

--checkout-root <value> — Exact Git checkout root containing .sift/environment.yaml

Przypisz uczestnika do istniejącego wydarzenia badawczego

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

Utwórz fakt na osi czasu badania wraz z uczestnikami

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

Wyświetl fakty z osi czasu zdarzeń badawczych

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

Zastosuj zweryfikowany plan zmian Evidence Graph

Arguments

id required — Persisted diff plan ID

Flags

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

Wyjaśnij skutki zapisanego planu zmian dla Evidence Graph

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

Wyświetl listę zapisanych planów zmian Evidence Graph

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

Pokaż plan zmian Evidence Graph z podsumowaniem merytorycznym

Arguments

id required — Persisted diff plan ID

Utwórz zadanie agenta (bez wdrażania) do ekstrakcji kandydatów Evidence Graph

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

Utwórz projekt Evidence Graph i tabele robocze na podstawie zbioru danych

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

Zaplanuj workflow Evidence Graph przed zapisem stanu zaufanego

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

Uruchom testowo (dry-run) oś czasu i projekcję relacji Evidence Graph

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

Generuj raport dowodowy Evidence Graph z pakietu dowodów opartego na zbiorze danych

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

Importuj wiersze rejestru źródłowego Evidence Graph do tabeli źródłowej w zbiorze danych

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

Weryfikuj pochodzenie, przegląd, projekcję i niezmienniki cytowań Evidence Graph

Flags

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

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

List reviewed local execution adapters and honest containment tiers

Request a human-approved grant for a pre-registered trusted local runner

Flags

--adapter <value> required

--audience <value> required

--credential-field <value> required

--cwd <value>

--executable <value> required — Resolved reviewed executable path

--executable-digest <value> required

--issuer <value> required

--operation <value> required

--purpose <value> required

--runner-fingerprint <value> required

--runner-public-key <value> required — PEM public-key file from the trusted local runner

--scope <value> required — Provider scope JSON with string values

--vault-entry <value> required

Request approval, redeem in memory, and run exactly one reviewed child process

Flags

--adapter <github_gh|github_publish_pr|terraform_apply> required

--approval-timeout <value> default: 600

--audience <value> required

--body-file <value> — PR body file for github_publish_pr

--credential-field <value> required

--cwd <value>

--issuer <value> required

--operation <value> required

--purpose <value> required

--scope <value> required

--vault-entry <value> required

Inspect safe status for an ephemeral local execution grant

Arguments

id required

Wyjaśnij ograniczoną ścieżkę w grafie między dwiema encjami

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

Wyjaśnij ograniczoną ścieżkę w grafie między dwiema encjami

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

Pokaż lokalne sąsiedztwo encji w grafie

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

Podgląd elementu grafu

Arguments

entity required — Entity reference as type:uuid

Szukaj elementów do powiązania w grafie

Arguments

query required — Search query

Flags

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

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

Podgląd lub masowe usuwanie notatek

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>

Utwórz notatkę

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

Usuń notatkę

Arguments

id required — Note ID

Flags

-y, --yes — Skip confirmation

Pobierz pełną treść notatki

Arguments

id required — Note ID

Lista notatek

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

Przeszukaj notatki

Arguments

query required — Search query

Flags

--limit <value> — Maximum number of results

--project <value> — Filter by project ID

Zaktualizuj notatkę

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

Wyświetl podgląd lub usuń masowo organizacje

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

Utwórz organizację

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

Usuń organizację

Arguments

id required — Organization ID

Flags

-y, --yes — Skip confirmation

Przeszukaj organizacje

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

Aktualizuj organizację

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

Podgląd lub masowe usuwanie kontaktów

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

Dodaj powiązaną z właścicielem relację prywatną lub zawodową

Arguments

personId required — Person ID

Flags

--basis <value> — Why this relationship is recorded

--confidence <value> — Evidence confidence from 0 to 1

--context <personal|work> required — Relationship context

--primary — Make this the primary relationship in its context

--relationship <value> required — Relationship type, e.g. friend, client, mentor

Pokaż, skąd obecny właściciel zna daną osobę

Arguments

personId required — Person ID

Usuń powiązany z właścicielem kontekst relacji

Arguments

personId required — Person ID

relationshipId required — Context relationship ID

Flags

--dry-run — Show what would be removed without writing

-y, --yes — Remove without prompting

Utwórz kontakt

Flags

--birth-year <value> — Birth year

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

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

--context <personal|work> repeatable — How you know this person; repeat for both contexts

--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

Usuń kontakt

Arguments

id required — Person ID

Flags

-y, --yes — Skip confirmation

Wyszukaj publiczne informacje o danej osobie w sposób bezpieczny dla powtórzeń

Arguments

id required — Person ID

Flags

--dataset <value> — Optional dataset ID for a reviewable reconciliation plan

--dataset-upsert-by <value> — Preferred dataset identity field

--idempotency-key <value> required — Stable 8-128 character key for exact retries

--mode <standard|ultra> default: "standard" — Research depth

Pobierz profil osoby z cechami i relacjami

Arguments

id required — Person ID

Pokaż graf relacji skupiony na osobie

Arguments

id required — Person ID

Flags

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

--include-inactive — Include inactive relationship edges

Wyjaśnij pokrewieństwo lub stopień relacji między dwiema osobami

Arguments

egoPersonId required — Ego/source person ID

targetPersonId required — Target person ID

Flags

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

Wyświetl listę kontaktów

Flags

--category <family|romantic|professional|social> — Relationship category

--contains <value> — Name substring filter

--context <all|personal|work> default: "all" — Relationship context

--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

Utwórz lub zaktualizuj relację między dwiema osobami

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

Wyszukaj kontakty

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

Wyświetl fakty z osi czasu powiązane z osobą

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

Zaktualizuj kontakt

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

Zarchiwizuj projekt

Arguments

id required — Project ID

Flags

-y, --yes — Skip confirmation

Pobierz kontekst projektu (zadania, notatki, sygnały)

Arguments

id required — Project ID

Utwórz projekt

Flags

--emoji <value> — Single emoji

--name <value> required — Project name

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

--summary <value> — Project summary

Wyświetl listę projektów

Flags

--include-archived — Include archived projects

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

Pobierz kanoniczną migawkę planowania CSN dla projektu

Arguments

id required — Project ID

Przelicz kanoniczną migawkę planowania CSN dla projektu

Arguments

id required — Project ID

Zaktualizuj projekt

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

Wyświetl listę wbudowanych przepisów na procesy badawcze

Pokaż wbudowany przepis na proces badawczy

Arguments

id required — Recipe ID

Preview a relationship action on the server without committing it

Arguments

id required — Relationship action ID

entity — Relationship entity as opportunity:<uuid> or prospect:<uuid>

Flags

--entity <value> — Target as prospect:uuid or opportunity:uuid

--idempotency-key <value> required — Stable 8-128 character key for reproducible server-side previews

--input <value> — Action input JSON object

--input-file <value> — Path to action input JSON

List registered relationship actions and their commitment policies

Flags

--approval-policy <value> — Filter by approval policy

--commitment <value> — Filter by commitment class

--limit <value> — Maximum results

Run any canonical relationship action with replay-safe caller identity

Arguments

id required — Canonical action ID from relationships actions list

entity — Relationship entity as opportunity:<uuid> or prospect:<uuid>

Flags

--entity <value> — Target as prospect:uuid or opportunity:uuid

--expected-version <value> — Current collaboration version

--idempotency-key <value> required — Stable 8-128 character key for exact retries

--input <value> — Action input JSON object

--input-file <value> — Path to an action input JSON file

--yes — Confirm action execution

Show one registered relationship action

Arguments

id required — Relationship action ID

Compose an exact, evidence-grounded relationship brief

Arguments

subject required — Subject as prospect:uuid or opportunity:uuid

Flags

--lens <value> default: "relationship" — Relationship lens identifier

Utwórz przypisaną wersję zatwierdzającego i otwórz ponownie weryfikację coachingową

Arguments

id required — Composer session UUID

Flags

--body <value> required

--expected-version <value> required

--reason <value> required

--subject <value> required

--yes — Confirm the attributed edit

Powiąż konkretne aktywne, połączone konto e-mail z trwałym szkicem

Arguments

id required — Composer session UUID

Flags

--expected-version <value> required — Current optimistic session version

--sender <value> required — Connected email account UUID

Potwierdź powiązany brief i utwórz jego pierwszą trwałą wersję szkicu

Arguments

id required — Composer session UUID

Flags

--expected-version <value> required — Current optimistic session version

--yes — Confirm brief and create draft

Utwórz lub wznów trwałą sesję tworzenia szkicu na podstawie briefu relacji

Arguments

subject required — Subject as prospect:uuid or opportunity:uuid

Flags

--file <value> required — JSON file with source, recommendation, brief, and ranked evidence

Zachowaj dokładne zatwierdzenie, wyślij teraz lub zaplanuj jedną kontrolowaną wiadomość dotyczącą relacji

Arguments

id required — Composer session UUID

Flags

--at <value> — ISO-8601 time required for send_later

--choice <approve_only|send_now|send_later> required — Dispatch outcome

--expected-version <value> required — Current optimistic session version

--idempotency-key <value> required — Stable retry key for this exact choice and time

--yes — Confirm this governed dispatch choice

Oceń bieżący trwały szkic i dołącz uwagi coachingowe zakotwiczone we frazach

Arguments

id required — Composer session UUID

Flags

--expected-version <value> required — Current optimistic session version

Wyjaśnij, wyświetl podgląd, zaakceptuj, odrzuć lub cofnij przypisaną uwagę coachingową

Arguments

id required — Composer session UUID

finding required — Coaching finding UUID

Flags

--action <explain|preview|accept|reject|undo> required

--expected-version <value> required — Current optimistic session version

--yes — Confirm a mutating coaching decision

Pokaż historię coachingu i decyzji o wersjach roboczych w kolejności zapisu

Arguments

id required — Composer session UUID

Zażądaj lub wznów zatwierdzenie tej konkretnej recenzji. Zatwierdzanie jest możliwe tylko w przeglądarce

Arguments

id required — Composer session UUID

Flags

--expected-version <value> required — Current optimistic session version

--idempotency-key <value> required — Stable approval-request retry key

--yes — Confirm the approval request

Zwróć autorowi tę konkretną recenzję. Wiadomość nie zostanie zmieniona

Arguments

id required — Composer session UUID

Flags

--expected-version <value> required

--reason <value> required

--yes — Confirm the review interruption

Rozwiąż lub przekieruj alert o możliwym duplikacie dla sprawdzonej wiadomości

Arguments

id required — Composer session UUID

Flags

--candidate <value> required — Candidate person UUID

--decision <same_person|different_people|route_to_owner> required

--expected-version <value> required

--yes — Confirm the identity decision

Przekaż trwałą wersję roboczą po coachingu do nadzorowanej recenzji

Arguments

id required — Composer session UUID

Flags

--approver-user-id <value> — Optional active internal workspace member who will approve the exact message

--expected-version <value> required — Current optimistic session version

--yes — Confirm the transition to review

Zapisz nową, trwałą wersję roboczą relacji

Arguments

id required — Composer session UUID

Flags

--file <value> required — JSON file with expectedVersion, subject, and bodyText

Pokaż trwałą sesję kompozytora relacji

Arguments

id required — Composer session UUID

Zaktualizuj powiązaną intencję i ocenione dowody, zanim utworzysz wersję roboczą

Arguments

id required — Composer session UUID

Flags

--file <value> required — JSON file with expectedVersion, brief, and evidence

Sprawdź kanoniczny plan kontaktu dla osoby. Cykle życia źródeł nie zostaną zmienione

Arguments

person required — Canonical person UUID

Flags

--from <value> — Inclusive ISO-8601 inspection window start

--limit <value> default: 100 — Maximum projected items

--timezone <value> — IANA display timezone

--to <value> — Inclusive ISO-8601 inspection window end

Utwórz niezmienną migawkę diagnozy relacji na podstawie dowodów

Flags

--file <value> required — Diagnosis JSON file

--yes — Confirm immutable diagnosis creation

Wyświetl listę niezmiennych migawek z diagnozą relacji

Flags

--limit <value>

--subject-id <value>

--subject-type <prospect|opportunity>

Wyświetl listę kont nadawców, których można używać w wersjach roboczych relacji i kontrolowanych wysyłkach

Utwórz prywatną propozycję komunikacji na podstawie zatwierdzonego materiału. Komunikat nie zostanie wysłany

Arguments

id required — Generated outreach/follow-up asset UUID

Flags

--file <value> required — Exact senderAccountId, destination, optional edits, and idempotency JSON file

--yes — Confirm proposal creation

Wygeneruj zasób na podstawie zatwierdzonych, konkretnych wersji playbooka i materiałów źródłowych

Flags

--file <value> required — Generation request JSON file

--yes — Confirm immutable asset generation

Pokaż wygenerowane zasoby relacji wraz z manifestami i ostatnią recenzją artefaktu

Flags

--limit <value>

--subject-id <value>

--subject-type <prospect|opportunity>

Dodaj ręczną decyzję o zatwierdzeniu do wygenerowanego artefaktu

Arguments

id required — Generated asset UUID

Flags

--decision <approved|rejected|needs_changes> required

--reason <value> required

--yes — Confirm append-only review

Pokaż całą historię recenzji dla wygenerowanego zasobu

Arguments

id required — Generated asset UUID

Pokaż wygenerowany zasób, jego dokładny manifest i ostatnie zatwierdzenie artefaktu

Arguments

id required — Generated asset UUID

Wyświetl pełną historię użycia i linki do wyników dla wygenerowanego zasobu

Arguments

id required — Generated asset UUID

Dodaj do wygenerowanego zasobu wpis o eksporcie, udostępnieniu wewnętrznym lub linku do wyniku

Arguments

id required — Generated asset UUID

Flags

--idempotency-key <value> required — Stable 8-128 character retry key

--kind <exported|shared_internally|outcome_linked> required

--outcome <value> — Stable outcome reference; required for outcome_linked

--yes — Confirm append-only usage record

List immutable relationship outcome receipts in the onboarding queue

Flags

--limit <value> default: 100 — Maximum receipts

Show one immutable relationship outcome handoff receipt

Arguments

id required — Outcome handoff receipt UUID

Utwórz podsumowanie spotkania z przypisami na podstawie zatwierdzonych dowodów relacji

Flags

--input <value> — Exact meeting brief input JSON

--input-file <value> — Path to exact meeting brief input JSON

Odczytaj bieżące podsumowanie spotkania z przypisami, odtwarzając dokładnie jego dane wejściowe

Flags

--input <value> — Exact owner, subject, approved asset, and optional meeting JSON

--input-file <value> — Path to exact meeting brief input JSON

Zapisz dowody z transkrypcji wymagające zgody lub jawnie zadeklarowane notatki ręczne

Flags

--idempotency-key <value> required — Caller-owned stable key for exact retries

--input <value> — Exact meeting evidence input JSON

--input-file <value> — Path to exact meeting evidence input JSON

--yes — Confirm canonical evidence capture

Sprawdź jedno kanoniczne zdarzenie dowodowe ze spotkania i jego lokalizatory źródłowe

Arguments

id required — Relationship meeting evidence event UUID

Zastosuj atomowo zatwierdzoną propozycję ze spotkania po ponownym sprawdzeniu warunków wstępnych

Arguments

id required — Approved meeting proposal UUID

Flags

--expected-proposal-digest <value> required — Exact reviewed proposal digest

--yes — Confirm the persistent internal relationship-state change

Utwórz niezmienną, popartą dowodami propozycję dla jednego zarejestrowanego działania w relacji

Flags

--idempotency-key <value> required — Caller-owned stable key for exact retries

--input <value> — Exact meeting proposal input JSON

--input-file <value> — Path to exact meeting proposal input JSON

--yes — Confirm immutable proposal creation

Wyświetl listę propozycji relacji ze spotkań wraz z ich cyklem życia weryfikacji

Flags

--status <pending|approved|rejected|committed|failed|stale> — Filter by lifecycle status

--subject-id <value> — Filter by subject UUID

--subject-kind <prospect|opportunity> — Filter by subject kind

Dodaj przypisaną akceptację lub odrzucenie do niezmienionej propozycji ze spotkania

Arguments

id required — Meeting proposal UUID

Flags

--input <value> — Exact decision, reason, and expectedProposalDigest JSON

--input-file <value> — Path to exact proposal review input JSON

--yes — Confirm attributable proposal review

Sprawdź propozycję relacji ze spotkania, dowody, różnice i plan awaryjny

Arguments

id required — Meeting proposal UUID

Opisz kontrakty wyników relacji i granice bezpieczeństwa w czasie wykonywania

Sprawdź zadeklarowane wyniki relacji w trybie Answer/C0 bez zapisu

Flags

--input <value> — Exact InspectRelationshipOutcomeInput JSON

--input-file <value> — Path to exact inspection input JSON

Pokaż pojedynczą, ograniczoną serię interwencji do weryfikacji dla migawki

Arguments

snapshotId required — Relationship-outcome snapshot ID

Wyświetl listę migawek wyników relacji z ograniczonym stronicowaniem za pomocą kursora

Flags

--cursor <value> — Opaque cursor from the previous page

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

--projection <sales_forecast|onboarding_handoff> — Filter by projection

--scope-anchor-id <value> — Filter by declared scope anchor ID

--scope-anchor-kind <value> — Filter by declared scope anchor kind

Wyświetl listę dokładnych rekordów migawek z ograniczonym stronicowaniem za pomocą kursora

Arguments

snapshotId required — Relationship-outcome snapshot ID

Flags

--cursor <value> — Opaque cursor from the previous page

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

--posture <value> — Filter by the declared record posture

--risk <value> — Filter by low, moderate, high, or unknown operational risk

Zapisz idempotentną ocenę migawki bez wykonywania proponowanych zarejestrowanych działań

Arguments

snapshotId required — Relationship-outcome snapshot ID

Flags

--dry-run — Validate authority and selected interventions without recording a review

--idempotency-key <value> required — Caller-owned stable key for this exact review

--input <value> — Exact ReviewRelationshipOutcomeSnapshotInput JSON (idempotency is injected)

--input-file <value> — Path to exact snapshot review input JSON

--yes — Confirm append-only review recording

Utwórz lub uruchom testowo migawkę wyników relacji C2; nigdy nie wykonuj proponowanych działań

Flags

--dry-run — Validate and project without persisting a snapshot

--idempotency-key <value> required — Caller-owned stable key for this exact snapshot request

--input <value> — Exact CreateRelationshipOutcomeSnapshotInput JSON (idempotency is injected)

--input-file <value> — Path to exact snapshot input JSON

--yes — Confirm C2 snapshot persistence

Pokaż jedną niezmienną migawkę wyników relacji

Arguments

snapshotId required — Relationship-outcome snapshot ID

Zapisz istotną rekomendację z co najmniej trzema prawdopodobnymi ruchami

Flags

--file <value> required — Recommendation JSON file

--yes — Confirm immutable recommendation creation

Wyświetl listę zapisanych rekomendacji z playbooków relacji wraz z alternatywnymi ruchami

Flags

--limit <value>

--subject-id <value>

--subject-type <prospect|opportunity>

Utwórz niezmienną, niezatwierdzoną wersję playbooka relacji na podstawie kontraktu czasu wykonania w formacie JSON

Flags

--file <value> required — Playbook version JSON file

--yes — Confirm immutable version creation

Wyświetla listę niezmiennych wersji playbooków relacji i najnowsze decyzje o zatwierdzeniu

Flags

--limit <value> — Maximum versions

--stable-key <value> — Filter by stable playbook key

Dołącza decyzję o zatwierdzeniu do wersji playbooka

Arguments

id required — Playbook version UUID

Flags

--decision <approved|rejected|needs_changes> required

--reason <value> required — Attributable review reason

--yes — Confirm append-only review

Wyświetla jedną niezmienną wersję playbooka relacji i jej najnowsze zatwierdzenie

Arguments

id required — Playbook version UUID

Inspect one relationship action proposal and its evidence

Arguments

id required — Proposal ID

List pending and historical relationship action proposals

Flags

--enrollment <value> — Filter by enrollment ID

--limit <value> — Maximum results

--sequence <value> — Filter by sequence ID

--status <value> — Filter by proposal status

Request short-lived human approval for a proposal; cannot approve or consume it

Arguments

id required — Proposal ID

Flags

--idempotency-key <value> required — Stable 8-128 character key for safe retries

--purpose <value> — Non-secret reason shown to the human approver

List relationship team queues in the active workspace

Execute an accepted, current recommendation through the canonical action runtime

Arguments

id required — Recommendation UUID

Flags

--yes — Confirm canonical action execution

List immutable relationship recommendation snapshots

Flags

--lens <value> — Relationship lens identifier

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

--subject <value> — Filter by prospect:uuid or opportunity:uuid

Append an ordinary review decision to a relationship recommendation

Arguments

id required — Recommendation UUID

Flags

--decision <accepted|dismissed|snoozed|needs_information> required — Review decision

--reason <value> — Review reason

--snoozed-until <value> — Offset-aware ISO date-time, required for snoozed

--yes — Confirm the append-only review

Show a relationship recommendation with its exact citations and gates

Arguments

id required — Recommendation UUID

Create a supervised relationship sequence from a JSON definition

Flags

--definition <value> — Sequence definition JSON object

--definition-file <value> — Path to sequence definition JSON

--idempotency-key <value> required — Stable 8-128 character key for safe retries

Preview a supervised sequence on the server without committing it

Arguments

id required — Sequence ID

Flags

--idempotency-key <value> required — Stable 8-128 character key for reproducible server-side previews

--input <value> — Dry-run input JSON object

--input-file <value> — Path to dry-run input JSON

Enroll a relationship target in a supervised sequence

Arguments

id required — Sequence ID

Flags

--idempotency-key <value> required — Stable 8-128 character key for safe retries

--input <value> — Enrollment input JSON object

--input-file <value> — Path to enrollment input JSON

Show one supervised relationship sequence

Arguments

id required — Sequence ID

List supervised relationship sequences

Flags

--limit <value> — Maximum results

--status <value> — Filter by sequence status

Pause a supervised relationship sequence

Arguments

id required — Sequence ID

Flags

--idempotency-key <value> required — Stable 8-128 character key for safe retries

--reason <value> — Non-secret pause reason

Resume a supervised relationship sequence

Arguments

id required — Sequence ID

Flags

--idempotency-key <value> required — Stable 8-128 character key for safe retries

List execution evidence for a supervised relationship sequence

Arguments

id required — Sequence ID

Flags

--limit <value> — Maximum results

--status <value> — Filter by run status

Update a supervised relationship sequence from a JSON definition

Arguments

id required — Sequence ID

Flags

--definition <value> — Sequence update JSON object

--definition-file <value> — Path to sequence update JSON

--idempotency-key <value> required — Stable 8-128 character key for safe retries

Show the current relationship collaboration snapshot

Arguments

entity required — Relationship entity as opportunity:<uuid> or prospect:<uuid>

Tworzy niezmienną, niezatwierdzoną wersję zasobu źródłowego opartą na danych

Flags

--file <value> required — Source-asset version JSON file

--yes — Confirm immutable version creation

Wyświetla listę niezmiennych wersji zasobów źródłowych opartych na danych oraz najnowsze decyzje o zatwierdzeniu

Flags

--limit <value> — Maximum versions

--stable-key <value> — Filter by stable source-asset key

Dołącza decyzję o zatwierdzeniu do wersji zasobu źródłowego

Arguments

id required — Source-asset version UUID

Flags

--decision <approved|rejected|needs_changes> required

--reason <value> required

--yes — Confirm append-only review

Wyświetla jedną, konkretną, niezmienną wersję zasobu źródłowego i jej najnowszą recenzję

Arguments

id required — Source-asset version UUID

Tworzy projekt badawczy i standardowe zestawy danych

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

Planuje deterministyczny proces badawczy przed zapisem danych

Arguments

goal required — Research goal

Flags

--project <value> — Existing project ID

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

Tworzy deterministyczne zadania agentów dla receptury badania

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

Sprawdza kontekst projektu badawczego i gotowość CLI

Arguments

project — Project ID

Zainstaluj skillpack Siftable w lokalnym katalogu umiejętności

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

Wyświetl listę skillpacków Siftable do zainstalowania

Wyświetl podgląd lub usuń zadania zbiorczo

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>

Oznacz zadanie jako ukończone

Arguments

id required — Task ID

Utwórz powiązanie CSN między zadaniami w tym samym projekcie

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

Usuń powiązanie CSN z zadania

Arguments

id required — Task ID

edgeId required — Coupling edge ID

Flags

-y, --yes — Skip confirmation

Wyświetl listę powiązań CSN zadania

Arguments

id required — Task ID

Utwórz zadanie planowania

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

Usuń zadanie

Arguments

id required — Task ID

Flags

-y, --yes — Skip confirmation

Pobierz szczegóły zadania planowania

Arguments

id required — Task ID

Wyświetl listę zadań planowania

Flags

--cursor <value> — Continuation cursor from a previous page

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

--limit <value> default: 25 — 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

Aktualizuj pola planowania CSN zadania

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)

Aktualizuj zadanie planowania

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

Dodaj własny fakt do osi czasu

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

Wycofaj fakt z osi czasu

Arguments

id required — Timeline fact ID

Flags

--yes — Confirm retraction without prompting

Wyświetl listę faktów z filtrowaniem zakresu

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

Wygeneruj podsumowanie lub wyjaśnienie faktów na osi czasu

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

List Vault audit events (requires vault:audit:read)

Flags

--limit <value> — Maximum number of results

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Zapisz nowy zaszyfrowany sekret

Flags

--category <value> — Category

--description <value> — Description

--name <value> required — Secret name

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--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

Czyści lokalny artefakt dzierżawy i potwierdza jego stan: potwierdzony, zakończony niepowodzeniem lub nieznany

Arguments

id required

Flags

--checkout-root <value> — Git checkout used to prove runtime separation

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Wyświetla listę dzierżaw środowiska (bez wartości) i metadane dotyczące ich czyszczenia

Flags

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Unieważnia dzierżawę, usuwa jej lokalny artefakt (jeśli istnieje) i potwierdza wykonanie czyszczenia

Arguments

id required

Flags

--checkout-root <value> — Git checkout used to prove runtime separation

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Sprawdza cykl życia dzierżawy środowiska (bez wartości)

Arguments

id required

Flags

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Wyświetl listę wpisów w sejfie (tylko metadane)

Flags

--category <value> — Filter by category

--limit <value> — Maximum number of results

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

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

Pobiera konkretny, zarządzany pakiet z Vault i zapisuje go w pliku środowiska deweloperskiego zarządzanym przez Sift

Flags

--approval-timeout <value> default: 600

--checkout-root <value> — Checkout containing .sift/environment.yaml

--destination <value> — Exact relative destination when the manifest declares more than one bundle

--endpoint-class <development|production|ci|shared_host|policy_ineligible> required — Explicit endpoint policy class; managed pulls accept development only

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--purpose <value> required

--replace — Replace a changed Sift-managed file using its exact observed precondition

Request human approval for one destination-bound Vault materialization

Flags

--destination <value> required

--entry <value> required

--expected-digest <value>

--field <value> required

--materializer-digest <value> required

--mode <0400|0600> default: "0600"

--nonce <value> required

--overwrite

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--purpose <value> required

--runner-fingerprint <value> required

--runner-public-key <value> required

--tracked-exception

--workspace-root <value> — Absolute local workspace root containing the destination

Unieważnia oczekującą materializację z Vault powiązaną z celem

Arguments

id required — Materialization ID

Flags

--legacy-context — Use the Personal/v0 identity of a request created with the deprecated path-shaped --workspace alias

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Request approval, wait, and materialize one Vault field at the exact approved path

Flags

--approval-timeout <value> default: 600

--destination <value> required — Destination path; relative paths resolve inside --workspace-root before approval

--entry <value> required

--field <value> required

--mode <0400|0600> default: "0600"

--overwrite

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--purpose <value> required

--tracked-exception

--workspace-root <value> — Absolute local workspace root containing the destination

Inspect safe status for a destination-bound Vault materialization

Arguments

id required

Flags

--legacy-context — Use the Personal/v0 identity of a request created with the deprecated path-shaped --workspace alias

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Przeszukaj wpisy w Vault

Arguments

query required — Search query

Flags

--limit <value> — Maximum number of results

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

Zaktualizuj metadane wpisu w Vault

Arguments

id required — Vault entry ID

Flags

--category <value> — Category

--description <value> — Description

--name <value> — Entry name

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--tags <value> — Comma-separated tags

--url <value> — Associated URL

Tworzy krótkotrwały artefakt pakietu środowiska poza drzewem roboczym Git

Flags

--approval-timeout <value> default: 600

--checkout-root <value> — Checkout containing .sift/environment.yaml

--consumer <value> required — Bound consumer identifier; not a command allowlist

--consumer-pid <value> — Optional already-running consumer process lifetime

--destination <value> — Manifest destination used only to select one exact bundle

--endpoint-class <development|production|ci|shared_host> required

--holder <value> — Bound holder identifier; defaults to the local runner fingerprint

--owner <value> — Exact Vault owner: personal or workspace:<tenant-id>

--purpose <value> required

--ttl <value> default: 300

Oznacz zadanie jako zablokowane

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Anuluj zadanie

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Przyjmij następne dostępne zadanie agenta

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

Zatwierdź i zakończ zadanie agenta

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Deterministycznie weryfikuje plik Work Contract V1 lub pobrany element pracy

Arguments

id — Work item ID to fetch and validate

Flags

--file <value> — Path to a Work Contract V1 JSON file

Utwórz zadanie agenta

Flags

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

--agent <value> — Assigned agent alias

--allow-deploy — Allow deployment in the authored contract

--allow-migrate — Allow migrations in the authored contract

--allow-network — Allow network access in the authored contract

--allow-vault — Allow audited Vault access in the authored contract

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

--capture-applicability <conversational_capture_required|non_conversational|unclassified> — Prospective capture applicability; this does not determine study eligibility

--capture-receipt <value> repeatable — Finalized capture receipt UUID to bind atomically; repeat for multi-surface handoffs

--context <value> — Input context JSON object

--contract <value> — Complete Work Contract V1 JSON

--contract-file <value> — Path to a complete Work Contract V1 JSON file

--depends-on <value> — Dependency JSON array: [{"workItemId":"<uuid>","requiredGate"?:"done"|"commands_passed"}]

--dry-run — Preview the normalized payload and contract without creating work

--exclude-scope <value> repeatable — Excluded workspace-relative write scope; repeat for multiple paths

--profile <coding|read-only|read_only> — Author a complete Work Contract V1 using the coding or read-only profile

--project <value> — Linked project ID

--prompt <value> — Agent prompt or instructions

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

--scope <value> repeatable — Included workspace-relative write scope; repeat for multiple paths

--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

Get authoritative dependencies and claimability for a work item

Arguments

id required — Work item UUID

Atomically replace the authoritative dependencies for a work item

Arguments

id required — Work item UUID

Flags

--depends-on <value> required — Dependency JSON array; pass [] to clear dependencies

Get a project default work-dependency gate

Flags

--project <value> required — Project UUID

Set a project default work-dependency gate

Flags

--gate <done|commands_passed> required — Default gate for dependencies that omit requiredGate

--project <value> required — Project UUID

C2: Revise queued, unclaimed work while preserving its UUID and dependency edges. Do not use after claim or execution; wait for a queued unclaimed state or create follow-up work. Example: raise queue rank or refine acceptance criteria while the item is queued and unclaimed. Counterexample: do not change status, dependencies, or an active worker lease with this capability. Execution-contract edits supersede the active verification plan and reset verification evidence; queue-rank-only edits do not. The same Idempotency-Key and payload replays the original receipt; a different payload with that key is rejected.

Arguments

id required — Work item ID

Flags

--acceptance-criteria <value> — Replacement acceptance criteria JSON array

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

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

--contract <value> — Replacement Work Contract V1 JSON

--contract-file <value> — Path to replacement Work Contract V1 JSON

--dry-run — Show normalized diff and proof consequences without mutating

--expected-revision <value> required — Observed work item revision

--idempotency-key <value> required — Stable retry key for this exact edit

--patch <value> — Editable fields as one JSON object

--patch-file <value> — Path to an editable-fields JSON object

--prompt <value> — Replacement prompt; use --patch for null

--rank <value> — Replacement queue rank

--reason <value> required — Auditable reason for the revision

--title <value> — Replacement title

--verify <value> — Replacement verification commands as JSON array or semicolon-separated text

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

Oznacz zadanie jako nieudane

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Pobierz szczegóły zadania agenta

Arguments

id required — Work item ID

Przedłuż dzierżawę zadania

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Wyświetl listę zadań agenta

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

Zwolnij zadanie do kolejki

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Return blocked work to the queue for a fresh claim

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Oznacz zadanie jako wymagające weryfikacji

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

List immutable, attributable work-item revision receipts and field diffs

Arguments

id required — Work item ID

Flags

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

Oznacz zadanie jako uruchomione

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)

--lease <value> — Lease seconds

--memory-decision <value> — Durable code-memory decision JSON (required on agent complete/review): {"decision":"store"|"skip","rationale":"...","fact"?,"category"?,"repositoryId"?,"filePath"?,"paths"?,"evidenceChunkIds"?,"sourceCommit"?,"confidence"?}

--owner <value> — Claim owner identity (required for lease-owned transitions)

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Submit externally executed evidence for an exact plan version and step ID

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact reference JSON array for larger logs

--attempt <value> required — Caller-stable attempt identity

--claim-owner <value> — Active lease owner for workspace-service evidence

--claim-token <value> — Opaque active lease token for workspace-service evidence

--environment <value> required — Execution environment label

--exit-code <value> — Process exit code when applicable

--outcome <passed|failed|error> required — Attempt outcome

--output <value> — Bounded output excerpt; secrets are redacted by the API

--plan-version <value> required — Active verification plan version

--provenance <value> — Evidence provenance JSON object

--ran-at <value> — RFC3339 execution timestamp

--step <value> required — Stable verification step UUID

List immutable verification-plan history and coverage

Arguments

id required — Work item ID

Show the active versioned verification plan and coverage

Arguments

id required — Work item ID

Create an audited active verification-plan revision

Arguments

id required — Work item ID

Flags

--expected-version <value> required — Observed active plan version

--provenance <value> — Revision provenance JSON object

--reason <value> required — Audited revision reason

--steps <value> — Verification step JSON array

--steps-file <value> — Path to a verification step JSON array

--yes — Confirm activation without prompting

Deprecated compatibility command. Hosted LLM verification is retired; use verification-command evidence.

Arguments

id required — Work item ID

Flags

--history — List historical verifier runs recorded before retirement

--model <value> — Deprecated; ignored because hosted verification is retired

--reps <value> — Deprecated; ignored because hosted verification is retired

Przygotuj bezkosztowy, bezinwazyjny plan dla dokładnie dwóch agentów roboczych AWS

Flags

--max-runtime-minutes <value> default: 120 — Per-worker runtime ceiling

--source-sha <value> — Reviewed 40-character source Git SHA; defaults to a clean current HEAD

--surface <cli|t3|codex|claude-code|mcp> default: "cli" — Calling control surface; does not change dispatch identity

--work-item <value> required; repeatable — Queued Sift work-item UUID; repeat exactly twice

Pobieraj zadania do wykonania, uruchamiaj lokalne polecenia i przesyłaj artefakty wymagające przeglądu.

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

Wyświetla bieżący wybór obszaru roboczego (osobisty lub zespołowy)

Wyświetla listę zespołowych obszarów roboczych dostępnych dla zalogowanego użytkownika

Wybiera zespołowy obszar roboczy w celu odnajdywania zasobów lub opcję Osobisty, aby anulować wybór

Arguments

id required — Workspace ID, or "personal"