MCP Server, CLI & API Reference

Funktionen und Bereitschaftsstatus der Siftable CLI anzeigen

Codebasis indizieren (Dateien scannen und hochladen)

Arguments

id — Repository ID

Flags

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

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

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

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

Agentenfreundliche Befehlsthemen und Workflow-Einstiegspunkte anzeigen

Diagnostiziere die lokale Siftable CLI-Konfiguration, ohne Secrets auszugeben

Starte den Siftable Terminal-Copiloten (sift interactive) – dein In-Process-KI-Assistent für Aufgaben, Arbeit, Kalender, Projekte und Personen

Erzeuge ein Mermaid-Diagramm im Terminal (Flowchart, Sequenz, Status, Klasse, ER, C4, Architektur, Mindmap). Liest eine .mmd-Datei oder 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)

Erstelle ein Agenten-Alias

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

Deaktiviere ein Agenten-Alias

Arguments

alias required — Agent alias or ID

Rufe ein Agenten-Alias ab

Arguments

alias required — Agent alias or ID

Liste Agenten-Aliase auf

Flags

--include-disabled — Include disabled aliases

Aktualisiere ein Agenten-Alias

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

Liste die einem Agenten-Alias zugewiesene Arbeit auf

Arguments

alias required — Agent alias or ID

Flags

--limit <value> — Maximum results

--status <value> — Work item status

Bei Siftable authentifizieren.

Gespeicherte Authentifizierung entfernen.

Authentifizierungsstatus anzeigen.

Kalendertermin erstellen

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

Kalendertermin löschen

Arguments

id required — Event ID

Flags

-y, --yes — Skip confirmation

Kalendertermine auflisten

Flags

--end <value> — End date (ISO 8601)

--limit <value> — Maximum number of results

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

Einen Kalendertermin aktualisieren

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

Git-Blame für eine Datei abrufen

Arguments

file required — Relative file path

Flags

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

Index der Entwickler-Expertise für ein Repository aktualisieren

Arguments

repo required — Repository ID

Commit-Historie für ein Repository abrufen

Arguments

repo required — Repository ID

Flags

--limit <value> — Maximum number of results

--path <value> — Filter by file path

Eine Aufgabe mit Code verknüpfen (Datei, Commit oder Repository)

Arguments

task-id required — Task ID

Flags

--commit <value> — Commit SHA

--file <value> — File path

--notes <value> — Notes about the link

--repo <value> required — Repository ID

Einen gespeicherten Fakt zur Codebasis löschen

Arguments

id required — Memory ID

Flags

-y, --yes — Skip confirmation

Gespeicherte Fakten zur Codebasis auflisten

Flags

--limit <value> — Maximum number of results

--repo <value> — Repository ID

Gespeicherte Fakten zur Codebasis suchen

Arguments

query required — Search query

Flags

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

--limit <value> — Maximum number of results

--repo <value> — Repository ID

Einen Fakt zur Codebasis speichern

Flags

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

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

--file <value> — Related file path

--repo <value> — Repository ID

Experten für einen Codebereich finden

Arguments

repo required — Repository ID

area required — Path, glob, or symbol

Flags

--limit <value> — Maximum number of results

Ein Repository und alle indizierten Daten löschen

Arguments

id required — Repository ID

Flags

-y, --yes — Skip confirmation

Codebasis inkrementell indizieren (erkennt Änderungen via Git)

Arguments

id required — Repository ID

Flags

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

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

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

Indizierte Repositories auflisten

Eine Codebasis zum Indizieren registrieren

Flags

--auto-index — Enable automatic indexing

--name <value> required — Repository name

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

--project <value> — Project ID to associate

Semantische Code-Suche

Arguments

query required — Search query

Flags

--language <value> — Filter by language

--limit <value> — Maximum number of results

--project <value> — Project ID

--repo <value> — Repository ID

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

Aktuellsten Index-Snapshot für ein Repository abrufen

Arguments

id required — Repository ID

Flags

--branch <value> — Filter by branch

--materialize — Generate a download URL for the snapshot

Indexierungsstatus für ein Repository prüfen

Arguments

id required — Repository ID

Schreibgeschützten Siftable- und lokalen Git-Kontext für tägliche Codex-Arbeits-Reviews sammeln

Flags

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

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

--skip-git — Skip local git summary

Datensätze zu einem Dataset hinzufügen

Arguments

id required — Dataset ID

Flags

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

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

Dataset-Einträge mit gruppierten Metriken aggregieren (Anzahl, Durchschnitt, Summe, Min, Max, Median, Standardabweichung, Perzentil, Verhältnis)

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

Erzeuge fundierte Erkenntnisse in natürlicher Sprache für einen Datensatz

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

Wende einen gespeicherten Datensatz-Diff-Plan an

Arguments

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

Flags

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

Archiviere einen Datensatz, ohne die physische Tabelle zu löschen

Arguments

id required — Dataset ID

Flags

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

Unterteile ein numerisches oder Datumsfeld in Bereiche mit aggregierten Metriken pro Bucket

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

Plane oder starte die Bereinigung für Scratch-Datensätze mit Lifecycle-Tags

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

Vergleiche Metriken verschiedener Segmente eines kategorialen Feldes direkt nebeneinander

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)

Berechne abgeleitete Felder aus einem Datensatz oder einem früheren Ergebnis

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

Zeige ein für Agenten lesbares Datensatz-Schema und den Capabilities-Contract an

Arguments

id required — Dataset ID

Flags

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

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

Erstelle einen Datensatz

Flags

--description <value> — Dataset description

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

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

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

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

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

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

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

--title <value> required — Dataset title

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

Finde doppelte Datensätze per Schlüssel, ohne Daten zu verändern.

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

Lösche ein Dataset dauerhaft und entferne die zugehörige physische Tabelle.

Arguments

id required — Dataset ID

Flags

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

Lösche einen Datensatz aus einem Dataset.

Arguments

id required — Dataset ID

record-id required — Record ID

Flags

-y, --yes — Skip confirmation

Zeige eine Vorschau der Zeilenänderungen aus einer CSV-, JSON- oder JSONL-Datei an.

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

Liste gespeicherte Dataset-Diff-Pläne auf.

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

Zeige einen gespeicherten Dataset-Diff-Plan an.

Arguments

id required — Diff plan ID

Exportiere begrenzte Datensätze als CSV, JSON, JSONL oder 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

Zeige begrenzte Facetten-Zusammenfassungen für Dataset-Felder an.

Arguments

id required — Dataset ID

Flags

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

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

Berechne Formelfelder und zeige eine Vorschau der prüfbaren Dataset-Updates an.

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

Rufe Dataset-Details und das Schema ab.

Arguments

id required — Dataset ID

Erklärt Datensatz-Formeln, Graphen, Ansichten, Qualität und die Auswirkungen der Materialisierung

Arguments

id required — Dataset ID

Flags

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

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

Importiert CSV-, JSON- oder JSONL-Zeilen in einen neuen oder bestehenden Datensatz

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

Verknüpft einen Datensatz mit sich selbst über Alias-Felder wie left.Close und 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

Listet Datensätze auf

Flags

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

Sucht Datensatzeinträge anhand einer exakten Key-Value-Übereinstimmung

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

Materialisiert ein abgeleitetes Ergebnis in einen neuen Scratch-Datensatz

Flags

--description <value> — Dataset description

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

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

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

Erstellt eine Pivot-Zusammenfassung aus gruppierten Datensatz-Metriken

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

Validiert und normalisiert eine leichtgewichtige Plot-Payload aus einem abgeleiteten Ergebnis

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

Zeigt begrenzte Profilinformationen für einen Datensatz

Arguments

id required — Dataset ID

Flags

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

Datensätze aus einem Dataset abfragen

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"}]'

Datensätze nach Sortierung oder gewichteter numerischer Formel ordnen

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

Zwei Datasets per Schlüssel vergleichen, ohne sie zu verändern

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

Dataset-Schema bearbeiten (Felder hinzufügen, aktualisieren oder löschen)

Arguments

id required — Dataset ID

Flags

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

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

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

Datensätze in textähnlichen Feldern durchsuchen

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

Zusammenfassung eines Datasets abrufen (Zeilenanzahl, Felder, Beispielzeilen)

Arguments

id required — Dataset ID

Integrierte Dataset-Vorlagen auflisten

Schema einer integrierten Dataset-Vorlage anzeigen

Arguments

template required — Template name

Zeitreihen eines Datasets analysieren (mit Lag, pct_change, Rolling Windows, Drawdown, Volatilität und Korrelation)

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

Aktualisiere einen Datensatz in einem Dataset

Arguments

id required — Dataset ID

record-id required — Record ID

Flags

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

Validiere ein Dataset anhand einer integrierten Vorlage

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

Lade ein Dokument (PDF, Markdown oder Text) als Notiz hoch

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

Füge eine Person als Teilnehmer zu einem bestehenden Research-Event hinzu

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

Erstelle einen Timeline-Fakt für ein Research-Event mit Teilnehmern

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

Timeline-Fakten zu Forschungsereignissen auflisten

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

Einen geprüften Evidence Graph Diff-Plan anwenden

Arguments

id required — Persisted diff plan ID

Flags

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

Auswirkungen eines gespeicherten Diff-Plans auf den Evidence Graph erklären

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

Gespeicherte Evidence Graph Diff-Pläne auflisten

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

Einen Evidence Graph Diff-Plan mit fachspezifischer Zusammenfassung anzeigen

Arguments

id required — Persisted diff plan ID

Agenten-Tasks zur Extraktion von Evidence Graph Kandidaten erstellen (ohne Anwendung)

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

Ein Evidence Graph Projekt und datensatzgestützte Arbeitstabellen erstellen

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

Evidence-Graph-Workflow planen, bevor der validierte Status geschrieben wird

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

Zeitachse und Beziehungsprojektion des Evidence-Graphs im Testlauf simulieren

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

Evidence-Graph-Prüfbericht aus einem datensatzbasierten Evidence-Paket erstellen

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

Quell-Ledger-Zeilen des Evidence-Graphs in eine datensatzbasierte Quelltabelle importieren

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

Provenienz, Review, Projektion und Zitationsinvarianten des Evidence-Graphs verifizieren

Flags

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

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

Erkläre einen begrenzten Pfad im Graphen zwischen zwei Entitäten

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

Erkläre einen begrenzten Pfad im Graphen zwischen zwei Entitäten

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

Zeige die lokalen Nachbarn einer Entität im Graphen

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

Vorschau einer Graph-Entität anzeigen

Arguments

entity required — Entity reference as type:uuid

Verknüpfbare Entitäten für die Arbeit am Graphen suchen

Arguments

query required — Search query

Flags

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

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

Notizen in der Vorschau anzeigen oder gesammelt löschen

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>

Eine Notiz erstellen

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

Eine Notiz löschen

Arguments

id required — Note ID

Flags

-y, --yes — Skip confirmation

Eine Notiz mit vollständigem Inhalt abrufen

Arguments

id required — Note ID

Notizen auflisten

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

Notizen suchen

Arguments

query required — Search query

Flags

--limit <value> — Maximum number of results

--project <value> — Filter by project ID

Notiz aktualisieren

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

Vorschau oder Massenlöschen von Organisationen

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

Organisation erstellen

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

Organisation löschen

Arguments

id required — Organization ID

Flags

-y, --yes — Skip confirmation

Organisationen suchen

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

Organisation aktualisieren

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

Vorschau anzeigen oder Kontakte gesammelt löschen

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

Kontakt erstellen

Flags

--birth-year <value> — Birth year

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

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

--email <value> — Email address

--estimated-age <value> — Estimated age

--job-title <value> — Job title

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

--location <value> — Location

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

--name <value> required — Full name

--notes <value> — Notes about this person

--phone <value> — Phone number

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

--website <value> — Personal website

Kontakt löschen

Arguments

id required — Person ID

Flags

-y, --yes — Skip confirmation

Personenprofil mit Merkmalen und Beziehungen abrufen

Arguments

id required — Person ID

Personenzentrierten Beziehungsgraphen anzeigen

Arguments

id required — Person ID

Flags

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

--include-inactive — Include inactive relationship edges

Verwandtschaft oder Beziehungsgrad zwischen zwei Personen erklären

Arguments

egoPersonId required — Ego/source person ID

targetPersonId required — Target person ID

Flags

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

Kontakte auflisten

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

Beziehung zwischen zwei Personen erstellen oder aktualisieren

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

Kontakte suchen

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

Timeline-Fakten einer Person auflisten

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

Kontakt aktualisieren

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

Projekt archivieren

Arguments

id required — Project ID

Flags

-y, --yes — Skip confirmation

Projektkontext abrufen (Aufgaben, Notizen, Signale)

Arguments

id required — Project ID

Projekt erstellen

Flags

--emoji <value> — Single emoji

--name <value> required — Project name

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

--summary <value> — Project summary

Projekte auflisten

Flags

--include-archived — Include archived projects

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

Den kanonischen CSN-Planungs-Snapshot für ein Projekt abrufen

Arguments

id required — Project ID

Den kanonischen CSN-Planungs-Snapshot für ein Projekt neu berechnen

Arguments

id required — Project ID

Ein Projekt aktualisieren

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

Integrierte Recherche-Workflow-Rezepte auflisten

Ein integriertes Recherche-Workflow-Rezept anzeigen

Arguments

id required — Recipe ID

Erstelle ein Forschungsprojekt und Standard-Datensätze

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

Plane einen deterministischen Research-Workflow, bevor du Daten schreibst.

Arguments

goal required — Research goal

Flags

--project <value> — Existing project ID

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

Erstelle deterministische Agenten-Aufgaben für ein Research-Rezept.

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

Prüfe den Kontext deines Research-Projekts und die CLI-Bereitschaft.

Arguments

project — Project ID

Installiere ein Siftable-Skillpack in ein lokales Skills-Verzeichnis

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

Liste installierbare Siftable-Skillpacks auf

Zeige eine Vorschau an oder lösche Aufgaben gesammelt

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>

Markiere eine Aufgabe als erledigt

Arguments

id required — Task ID

Erstelle eine CSN-Kopplungskante zwischen Aufgaben im selben Projekt

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

Lösche eine CSN-Kopplungskante von einer Aufgabe

Arguments

id required — Task ID

edgeId required — Coupling edge ID

Flags

-y, --yes — Skip confirmation

CSN-Kopplungskanten einer Aufgabe auflisten

Arguments

id required — Task ID

Menschliche Planungsaufgabe erstellen

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

Aufgabe löschen

Arguments

id required — Task ID

Flags

-y, --yes — Skip confirmation

Details einer menschlichen Planungsaufgabe abrufen

Arguments

id required — Task ID

Menschliche Planungsaufgaben auflisten

Flags

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

--limit <value> — Maximum number of results

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

--project <value> — Filter by project ID

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

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

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

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

CSN-Planungsfelder einer Aufgabe aktualisieren

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)

Menschliche Planungsaufgabe aktualisieren

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

Erstelle einen selbst verfassten Timeline-Fakt

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

Nimm einen Timeline-Fakt zurück

Arguments

id required — Timeline fact ID

Flags

--yes — Confirm retraction without prompting

Liste Timeline-Fakten mit eingegrenzten Filtern auf

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

Erstelle eine narrative Zusammenfassung oder Erklärung für Timeline-Fakten

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

Speichere ein neues verschlüsseltes Secret

Flags

--category <value> — Category

--description <value> — Description

--name <value> required — Secret name

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

--slug <value> — Machine-friendly identifier

--tags <value> — Comma-separated tags

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

--url <value> — Associated URL

Liste Vault-Einträge auf (nur Metadaten)

Flags

--category <value> — Filter by category

--limit <value> — Maximum number of results

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

Retired: Vault plaintext reveal is unavailable from the CLI

Arguments

id required — Vault entry ID

Suche nach Vault-Einträgen

Arguments

query required — Search query

Flags

--limit <value> — Maximum number of results

Aktualisiere die Metadaten eines Vault-Eintrags

Arguments

id required — Vault entry ID

Flags

--category <value> — Category

--description <value> — Description

--name <value> — Entry name

--tags <value> — Comma-separated tags

--url <value> — Associated URL

Markiere ein Arbeitselement als blockiert

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Brich ein Arbeitselement ab

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Übernimm das nächste verfügbare Arbeitselement für ausführbare Agenten

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

Genehmige und schließe ein Arbeitselement für ausführbare Agenten ab

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Erstelle ein Arbeitselement für ausführbare Agenten

Flags

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

--agent <value> — Assigned agent alias

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

--context <value> — Input context JSON object

--project <value> — Linked project ID

--prompt <value> — Agent prompt or instructions

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

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

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

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

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

Arbeitselement als fehlgeschlagen markieren

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Details zu einem Agent-Arbeitselement abrufen

Arguments

id required — Work item ID

Lease für ein Arbeitselement verlängern

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Arbeitselemente für ausführbare Agenten auflisten

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

Beanspruchtes Arbeitselement wieder in die Warteschlange freigeben

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Agent-Arbeit zur menschlichen Überprüfung markieren

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

Arbeitselement als laufend markieren

Arguments

id required — Work item ID

Flags

--artifacts <value> — Artifact refs JSON array

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

--lease <value> — Lease seconds

--owner <value> — Claim owner identity

--reason <value> — Block or failure reason

--summary <value> — Result summary

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

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

Arguments

id required — Work item ID

Flags

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

--model <value> — Verifier model override

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

Übernimm ausführbare Aufgaben, führe einen lokalen Worker-Befehl aus und melde Artefakte, die geprüft werden müssen.

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