MCP Server, CLI & API Reference
Connect any MCP-compatible agent — or use the CLI directly from your terminal. One platform, two interfaces, 60+ tools across every domain in the workspace.
Hızlı Başlangıç
Barındırılan MCP, Streamable HTTP üzerinden OAuth kullanır. Siftable URL'si ile başlayın; belirteç kopyalayıp yapıştırmanıza gerek yoktur.
1. Barındırılan MCP URL'sini ekleyin
https://siftable.io/api/v1/mcp adresini uzak bir MCP sunucusu veya bağlayıcı olarak ekleyin. Artık kullanılmayan /sse uç noktasını kullanmayın.
2. OAuth'u tamamlayın
İstemcinizde Connect, Authenticate veya Login seçeneğini belirleyin ve Siftable onay ekranında erişimi onaylayın. Bu yapılandırmaya bir Authorization üst bilgisi eklemeyin.
{ "mcpServers": { "siftable": { "type": "http", "url": "https://siftable.io/api/v1/mcp" } } }
3. Bağlantıyı doğrula
context_current işlevini çağırın, ardından bir proje veya görevi listeleyin. Başka bir işleme ihtiyacınız olduğunda find_capability işlevini kullanın.
# Agent calls: project_list() task_list(status: "in_progress") calendar_list_events(startDate: "2026-02-17", endDate: "2026-02-23") # Agent now has your full operational context.
CLI Installation
Siftable CLI, size tam terminal komut yüzeyini ve etkileşimli bir yardımcı pilot sunar. CLI'a özel kimlik doğrulama ve yerel yeteneklerle, barındırılan MCP ile aynı kayıtları kullanır. İkili dosya sift olarak yüklenir (siftable ve exf uyumluluk takma adları ile birlikte).
1. Install
npm install -g @siftable/cli # npm bun install -g @siftable/cli # bun pnpm add -g @siftable/cli # pnpm # or run without installing npx @siftable/cli <command>
2. Authenticate
The CLI uses device flow authentication — it opens your browser, you approve, and a token is stored locally.
$ sift auth login
Your verification code: ZFMV-SBGJ
Opening browser...
If the browser didn't open, visit: https://siftable.io/app/device?code=ZFMV-SBGJ
Waiting for authorization...
Logged in successfully!
3. Run your first command
$ sift projects list NAME STATUS TASKS Siftable active 12 Marketing Site active 4 Mobile App planning 0 $ sift projects context <id> # Full project context: tasks, signals, notes, members.
Every CLI command supports --json for machine-readable output. Pipe it into jq, feed it to scripts, or let agents parse it directly.
Kimlik Doğrulama
Barındırılan MCP için OAuth, etkileşimli CLI oturumları için cihaz akışını, etkileşimsiz otomasyon veya yerel MCP istemcileri için ise Kişisel Erişim Belirteçlerini kullanın.
Cihaz Akışı (CLI)
sift auth login komutunu çalıştırın. CLI tarayıcınızı açar, Google ile giriş yaparsınız ve cihaz kodunu onaylarsınız. Bir PAT oluşturulur ve otomatik olarak ~/.config/siftable/ dizinine kaydedilir. Kopyalayıp yapıştırılacak bir belirteç yoktur.
Kişisel Erişim Belirteci (otomasyon ve yerel MCP)
Etkileşimsiz otomasyon veya yerel bir MCP istemcisi için Settings → Integrations → Developer / AI Clients bölümünde bir belirteç oluşturun ve bunu Authorization üst bilgisinde iletin. Statik belirteçler OAuth kapsam yükseltmesini kullanamaz.
Authorization: Bearer sift_pat_your_token_here
Tokenlar belirli alanlarla (yalnızca görevler, yalnızca takvim, tam erişim vb.) sınırlandırılmıştır. CI işlem hatları için, SIFT_TOKEN değerini bir ortam değişkeni olarak ayarlayın.
$ sift auth login $ sift auth status $ sift auth logout
Token kapsamları ve kullanılabilir yazma işlemleri, çalışma alanı yapılandırmanıza ve planınıza bağlıdır. Hesabınızdaki güncel limitler için Ayarlar → Entegrasyonlar → Geliştirici / Yapay Zeka İstemcileri ve Fiyatlandırma bölümünü kontrol edin.
MCP Bağlantısı
Siftable barındırılan MCP, OAuth ile birlikte Streamable HTTP kullanır. Uç nokta:
https://siftable.io/api/v1/mcp
Bu URL'yi ChatGPT, Codex, Cursor, Claude, Grok ve uyumlu MCP SDK uygulamaları dahil olmak üzere OAuth yeteneğine sahip uzak istemcilerle kullanın. Barındırılan MCP kurulum kılavuzunda istemciye özel adımlar yer almaktadır.
Görevler
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| task_list | sift tasks list |
READ | List tasks with filters: status (inbox, next_action, in_progress, waiting_for, completed, archived), phase, project, limit. |
| task_get | sift tasks get |
READ | Get a single task with full details: description, due date, priority, project, linked code. |
| task_create | sift tasks create |
WRITE | Create a task. Accepts title, description, priority (do_now, schedule, delegate, someday), project, due date. |
| task_update | sift tasks update |
WRITE | Update task fields: title, description, status, priority, due date, project assignment. |
| task_complete | sift tasks complete |
WRITE | Mark a task as completed. |
| task_delete | sift tasks delete |
DELETE | Permanently delete a task. |
$ sift tasks list --status in_progress TITLE STATUS PRIORITY DUE Ship CLI docs in_progress do_now 2026-02-27 Fix device flow auth in_progress do_now - $ sift tasks create --title "Review PR #312" --priority do_now --json {"id":"abc-123","title":"Review PR #312","status":"inbox","priority":"do_now"}
Takvim
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| calendar_list_events | sift calendar list |
READ | List events in a date range. Returns title, start/end times, location, description. Supports limit. |
| calendar_create_event | sift calendar create |
WRITE | Create a calendar event. Requires title, startTime, endTime (ISO 8601). Optional: description, location. |
| calendar_update_event | sift calendar update |
WRITE | Update an existing event's title, times, description, or location. |
| calendar_delete_event | sift calendar delete |
DELETE | Remove an event from the calendar. |
$ sift calendar list --start 2026-02-24 --end 2026-02-28 TITLE START END LOCATION Team standup Feb 25 09:00 Feb 25 09:30 Zoom Product review Feb 26 14:00 Feb 26 15:00 Conf Room B $ sift calendar create --title "Ship CLI v0.3" \ --start 2026-02-27T10:00:00Z --end 2026-02-27T10:30:00Z
Projeler
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| project_list | sift projects list |
READ | List projects. Filter by status (planning, active, on_hold, blocked, completed). Include archived. |
| project_get_context | sift projects context |
READ | Full project context: tasks, notes, members, signals. The richest single call for understanding a project. |
| project_create | sift projects create |
WRITE | Create a project with name, summary, status, and emoji. |
| project_update | sift projects update |
WRITE | Update project name, summary, status, or emoji. |
| project_archive | sift projects archive |
WRITE | Archive a completed or inactive project. |
Bilgi Tabanı
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| note_search | sift notes search |
READ | Semantic + full-text search across notes. Filter by project. |
| note_list | sift notes list |
READ | List notes. Filter by type (note, concept, meeting, reference, daily, dataset) and project. |
| note_get | sift notes get |
READ | Get full note content by ID. |
| note_create | sift notes create |
WRITE | Create a note with title, markdown content, type, and optional project. |
| note_update | sift notes update |
WRITE | Update note title, content, or type. |
| note_delete | sift notes delete |
DELETE | Delete a note. |
Datasets
Structured datasets support grounded summaries, grouped analysis, ranking, bucketing, time-series work, import/export, schema changes, and record mutations from the same CLI and MCP-backed platform.
| Capability | CLI | Access | Description |
|---|---|---|---|
| Browse and inspect | sift datasets list, get, query, summarize |
READ | List datasets, inspect schema, query records, and get row-count and sample summaries. |
| Grounded analysis | sift datasets analyze, aggregate, compare |
READ | Generate natural-language insights, grouped metrics, and side-by-side segment comparisons. |
| Ranking and bucketing | sift datasets rank, bucket |
READ | Sort or score records, then bucket numeric or date fields into ranges with metrics per bucket. |
| Time series and plots | sift datasets timeseries, plot |
READ | Compute lag, pct-change, rolling windows, drawdown, or normalize plotting payloads from derived results. |
| Import and export | sift datasets import, export |
WRITE | Bring CSVs in, append to existing datasets, or export filtered results back to CSV. |
| Create and materialize | sift datasets create, materialize |
WRITE | Create datasets directly or turn a derived result into a new scratch dataset. |
| Schema and records | sift datasets schema, add, update-record, delete-record |
WRITE | Modify field definitions, add rows, update rows, and delete rows with explicit commands. |
| Derived workflows | sift datasets join, compute |
READ | Join dataset slices and compute derived fields before materializing or plotting the result. |
$ sift datasets list $ sift datasets summarize <dataset-id> $ sift datasets analyze <dataset-id> --focus-fields BMI,Outcome $ sift datasets aggregate <dataset-id> --group-by Outcome \ --metrics '[{"operation":"count","as":"rows"},{"operation":"avg","field":"BMI","as":"avg_bmi"}]' $ sift datasets compare <dataset-id> --segment-field Outcome \ --metrics '[{"operation":"avg","field":"Glucose","as":"avg_glucose"}]' $ sift datasets rank <dataset-id> --sorts '[{"field":"BMI","direction":"desc"}]' --limit 10 $ sift datasets bucket <dataset-id> --field Age --bucket-count 5 \ --metrics '[{"operation":"count","as":"rows"}]'
Kişiler
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| people_search | sift people search |
READ | Search contacts by name. Returns relationship type, company, contact info, interaction history. |
| — | sift people list |
READ | List all contacts. CLI-only convenience wrapper. |
| person_create | sift people create |
WRITE | Create a contact with name, relationship, company, and contact details. |
| person_update | sift people update |
WRITE | Update a contact's details, relationship, or company. |
| person_delete | sift people delete |
DELETE | Delete a contact. |
Kod Hafızası
Kod tabanınızla ilgili özenle seçilmiş bilgileri depolayın ve dilediğinizde erişin. Kaynak kodu Git, rg veya kendi düzenleyicinizle yerel olarak inceleyin; Siftable kaynak kodu indeksleme veya arama hizmeti sunmaz.
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| code_memory_store | sift code memory store |
WRITE | Store a fact. Categories: architecture, integration, convention, entrypoint, gotcha, ownership. Optional: file path, repository. |
| code_memory_search | sift code memory search |
READ | Semantic search over stored code facts. Filter by category or repository. |
| code_memory_list | sift code memory list |
READ | List all stored code memories. Filter by repository. |
| code_memory_delete | sift code memory delete |
DELETE | Delete a stored code memory by ID. |
Belgeler
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| upload_document | sift documents upload |
WRITE | Upload a PDF, Markdown, or text file into Knowledge. Set by file path or inline content. Auto-detects type. |
Vault
Encrypted secret storage. Store API keys, credentials, OAuth tokens, SSH keys, and sensitive notes. Values are encrypted at rest and audit-logged on read.
| MCP Tool | CLI | Access | Description |
|---|---|---|---|
| vault_create | sift vault create |
WRITE | Store a new encrypted secret. Types: env_var, credential, oauth_token, ssh_key, certificate, note. |
| vault_list | sift vault list |
READ | List vault entries (metadata only — never decrypted values). Filter by type or category. |
| vault_search | sift vault search |
READ | Search vault entries by name, slug, or description. Returns metadata only. |
| vault_update | sift vault update |
WRITE | Update vault entry metadata: name, tags, category, description. |
$ sift vault create --name "Stripe API Key" --json # Interactive prompt for sensitive payload values $ sift vault list NAME TYPE CATEGORY CREATED Stripe API Key env_var payments 2026-02-25 GitHub PAT credential devtools 2026-02-20 $ sift vault materialize run --help # Approved plaintext goes only to the exact local destination. $ sift env pull --help # Pull an approved .sift/environment.yaml bundle.
Workflows
Cross-domain recipes that combine multiple tools. These patterns work identically via MCP or CLI.
Link Code to Tasks
Connect implementation work to the task that motivated it. Agents and teammates can trace why code changed.
task_create(title: "Implement device flow auth", priority: "do_now")
# ... implement the feature ...
task_link_code(taskId: "abc-123", repositoryId: "repo-456",
commitSha: "5cf5f22", filePath: "src/services/deviceAuthService.ts",
notes: "Fixed verification_uri to use /app/device")
task_complete(taskId: "abc-123")
$ sift tasks create --title "Implement device flow auth" --priority do_now $ sift code link abc-123 --repo repo-456 \ --commit 5cf5f22 --file src/services/deviceAuthService.ts $ sift tasks complete abc-123
Project Onboarding
New to a project? Pull the full context in three commands.
# 1. Get the big picture $ sift projects context <id> # 2. See what's in flight $ sift tasks list --project <id> --status in_progress # 3. Check code conventions $ sift code memory search "architecture and conventions"
End-of-Day Review
Summarize what happened today. Works great as an agent prompt or a manual check.
# Agent calls: calendar_list_events(startDate: "2026-02-26", endDate: "2026-02-26") task_list(status: "completed", limit: 20) task_list(status: "in_progress") # Agent now has: today's meetings, completed tasks, and remaining work. # It can draft a standup summary, update project status, or flag blockers.
$ sift calendar list --start 2026-02-26 --end 2026-02-26 $ sift tasks list --status completed --limit 20 --json | jq '.tasks[] | .title' $ sift tasks list --status in_progress
Store a Debug Discovery
Found a gotcha? Store it so your future self (or your agent) doesn't rediscover it the hard way.
$ sift code memory store \ --fact "Device flow verification_uri must use /app/device (SPA path), not /device (marketing homepage)" \ --category gotcha \ --file src/services/deviceAuthService.ts
İdempotentlik
Yazma işlemleri (task_create, note_create, calendar_create_event vb.) isteğe bağlı bir idempotencyKey parametresi kabul eder. Aynı anahtarla bir isteği tekrar gönderirsen, Siftable kopya oluşturmak yerine orijinal sonucu döndürür.
task_create(
title: "Review PR #247",
priority: "do_now",
idempotencyKey: "agent-run-42-task-pr247"
)
# Safe to retry. Same key = same result.
İzinler
Token'lar alan bazında kapsamlanır. Sadece takvim yetkili token görevleri veya kişileri okuyamaz. Token'larını agent'ının ihtiyaç duyduğu minimum erişime kapsama.
Mevcut kapsamlar:
tasks:read/tasks:write— Task listing, CRUD, and completioncalendar:read/calendar:write— Event listing and creationprojects:read/projects:write— Project management and contextknowledge:read/knowledge:write— Notes, search, document uploadpeople:read/people:write— Contact search and CRM updateswork:read/work:write— Agent work queue itemsorg:read— Workspace org metadatamcp:*— All MCP operations (recommended for IDE and agent use)
Kullanılabilir yazma işlemleri, token kapsamınıza ve mevcut çalışma alanı planınıza bağlıdır. Üretim ortamında yazma işlemlerine güvenmeden önce oluşturduğunuz token'ı ve mevcut fiyatlandırma sayfasını kontrol edin.
CLI Komut Referansı
All 169 commands from @siftable/cli@0.5.29, generated from the oclif manifest so this page cannot drift from sift --help. Every command also accepts the global flags (--json, --token, --api-url, --workspace, --no-input).
Tüm komutlar şu genel bayrakları da destekler: --json (ham JSON çıktısı), --token / SIFT_TOKEN, --api-url / SIFT_API_URL (varsayılan https://siftable.io), --workspace / SIFT_WORKSPACE_ID ve --no-input (onay istemlerini kapatır). Silme işlemi yapan komutlar --confirm veya -y gerektirir.
Genel
Üst düzey komutlar ve denetim araçları.
5 komut
sift capabilitiesSiftable CLI yeteneklerini ve hazırlık durumunu görüntüleyin
sift commandsAgent dostu komut konularını ve iş akışı giriş noktalarını görüntüleyin
sift doctorGizli bilgileri açığa çıkarmadan yerel Siftable CLI yapılandırmasını denetleyin
sift interactiveSiftable terminal copilot'unu (sift interactive) başlatın; görevleriniz, işleriniz, takviminiz, projeleriniz ve kişileriniz için süreç içi bir AI asistanı.
- Flags
--connected-models— List eligible connected models and exit--connection <value>— Select a Model Connection UUID for a gateway invocation--max-output-tokens <value>— Maximum connected-model output tokens (1-32768)--model <value>— Select an eligible connected model for a gateway invocation--prompt <value>— Invoke the selected connected model once and exit--stream— Consume selected connected-model output incrementally
sift mermaidTerminale bir Mermaid diyagramı (akış şeması, dizi, durum, sınıf, ER, C4, mimari, zihin haritası) çizin. .mmd dosyasını veya stdin'i okur.
- Arguments
file— Path to a .mmd file (omit to read stdin)- Flags
--ascii— Use ASCII glyphs instead of Unicode box drawing--color <none|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>— 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)
Ajanlar
Ajan takma adları.
6 komut
sift agents createAjan takma adı oluştur
- Flags
--alias <value>— 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>— Agent type
sift agents disableAjan takma adını devre dışı bırak
- Arguments
aliasrequired — Agent alias or ID
sift agents getAjan takma adını getir
- Arguments
aliasrequired — Agent alias or ID
sift agents listAjan takma adlarını listele
- Flags
--include-disabled— Include disabled aliases
sift agents updateAjan takma adını güncelle
- Arguments
aliasrequired — 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
sift agents workAjan takma adına atanan işleri listele
- Arguments
aliasrequired — Agent alias or ID- Flags
--limit <value>— Maximum results--status <value>— Work item status
Ai
5 commands
sift ai connectShow the secure browser flow for adding a non-exportable Model Connection
- Flags
--url <value>— Siftable Model Connections settings URL
sift ai invokeInvoke an eligible connected model (requires ai:invoke and ai:connections:use)
- Flags
--connection <value>— Model Connection UUID returned by sift ai list--max-output-tokens <value>— Maximum output tokens (1-32768)--model <value>— Eligible model ID returned by sift ai list--prompt <value>— Prompt text--stream— Consume and print incremental connected-model output
sift ai listList eligible connected models (requires ai:models:read)
sift ai statusShow non-secret Model Connection status (requires ai:connections:use)
- Arguments
connection— Optional Model Connection UUID
sift ai usageShow connected-model usage totals (requires ai:usage:read)
- Flags
--from <value>— ISO-8601 period start--to <value>— ISO-8601 period end
Approvals
2 commands
sift approvals requestRequest a governed action approval; this command cannot approve or consume it
- Flags
--action <value>— Governed action identifier--destination <value>— Destination binding JSON object--expires-in <value>— Approval lifetime in seconds (30-600)--operation <value>— Operation identifier--purpose <value>— Human-readable non-secret purpose--resource-id <value>— Resource identifier--resource-type <value>— Resource type identifier
sift approvals statusInspect a governed approval requested by this CLI identity
- Arguments
idrequired — Approval ID
Kimlik Doğrulama
Kimlik doğrulama komutları.
3 komut
sift auth loginSiftable ile kimlik doğrulayın
- Flags
--scope <ai:models:read|ai:invoke|ai:usage:read|ai:connections:use|vault:metadata:read|vault:manage|vault:audit:read>— Incremental AI invocation or Vault scope to request (repeatable; management AI scopes and plaintext reveal are unavailable)
sift auth logoutKayıtlı kimlik doğrulamasını kaldırın
sift auth statusKimlik doğrulama durumunu görüntüleyin
Billing
4 commands
sift billing fallback decideAllow, deny, or always allow personal funding for a quoted workspace operation
- Flags
--decision <allow|deny|always_allow>--monthly-cap-micros <value>— Monthly micro-USD cap for always_allow--quote <value>— Server-issued operation quote ID
sift billing fallback policyRead or update the workspace personal-fallback policy
- Flags
--disabled— Disable and revoke personal fallback--enabled— Enable personal fallback
sift billing fallback revokeRevoke one of your active personal-fallback consents
- Arguments
consentIdrequired
sift billing fallback statusShow your active personal-fallback decisions for a workspace
Takvim
Takvim etkinlikleri.
4 komut
sift calendar createTakvim etkinliği oluşturun
- 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
sift calendar deleteTakvim etkinliğini silin
- Arguments
idrequired — Event ID- Flags
-y, --yes— Skip confirmation
sift calendar listTakvim etkinliklerini listeleyin
- Flags
--end <value>— End date (ISO 8601)--limit <value>— Maximum number of results--start <value>— Start date (ISO 8601)
sift calendar updateTakvim etkinliğini güncelle
- Arguments
idrequired — 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
Capabilities
5 commands
sift capabilities createCreate a reviewed server-brokered Vault capability
- Flags
--adapter <value>— Reviewed static adapter ID--expires-in <value>— Lifetime in seconds (300-2592000)--field <value>— Credential payload field--operation <value>— Comma-separated allowlisted operations--provider <value>— Provider ID--purpose <value>— Non-secret human-readable purpose--vault-entry <value>— Vault entry UUID
sift capabilities describeDescribe safe metadata for one Vault capability
- Arguments
idrequired — Capability metadata ID
sift capabilities executeExecute one typed operation through a Vault capability handle
- Flags
--approval <value>— Governed approval UUID when required--handle <value>— Opaque vcap_ capability handle--idempotency-key <value>— Stable 8-128 character key for safe retries--input <value>— Typed operation input JSON object--operation <value>— Allowlisted operation
sift capabilities listList safe metadata for Vault capability handles
sift capabilities revokeRevoke a Vault capability
- Arguments
idrequired — Capability metadata ID
Kod
Kod araçları.
13 komut
sift code blameBir dosya için Git blame bilgilerini göster
- Arguments
filerequired — Relative file path- Flags
--root <value>— Repository root path
sift code memory confirmBir kod hafızası adayını denetlenebilir bir gerekçeyle onaylayın
- Arguments
idrequired — Memory ID- Flags
--reason <value>— Audit reason
sift code memory deleteKayıtlı bir kod tabanı bilgisini sil
- Arguments
idrequired — Memory ID- Flags
-y, --yes— Skip confirmation
sift code memory detect-staleMuhtemelen güncelliğini yitirmiş kod hafızalarını tespit edin ve needs_review olarak işaretleyin (asla silmez)
- Flags
--limit <value>— Maximum memories to scan--repo <value>— Repository ID
sift code memory editBir kod hafızasını yerinde düzenleyin; önceki içerik denetim kaydında kalır
- Arguments
idrequired — Memory ID- Flags
--confidence <value>— Confidence 0-1--fact <value>— Updated fact--reason <value>— Audit reason
sift code memory eventsBir kod hafızası için yalnızca ekleme yapılan kürasyon/soy olaylarını listeleyin
- Arguments
idrequired — Memory ID- Flags
--limit <value>— Maximum number of events
sift code memory getBir kod hafızasını kaynağı, kanıtı ve yaşam döngüsüyle birlikte gösterin
- Arguments
idrequired — Memory ID
sift code memory listKayıtlı kod tabanı bilgilerini listele
- 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
sift code memory needs-reviewGüncelliğini yitirmiş veya çelişkili olabilecek bir kod hafızasını needs_review olarak işaretleyin (asla silmez)
- Arguments
idrequired — Memory ID- Flags
--reason <value>— Audit reason--signal <value>— Staleness signal (repeatable)
sift code memory rejectBir kod hafızasını denetlenebilir bir gerekçeyle reddedin (geçici ret; asla silmez)
- Arguments
idrequired — Memory ID- Flags
--reason <value>— Audit reason
sift code memory searchKayıtlı kod tabanı bilgilerinde ara
- Arguments
queryrequired — 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
sift code memory storeBir kod tabanı bilgisi kaydet
- Flags
--agent <value>— Authoring agent (marks memory as agent-authored)--category <architecture|integration|convention|entrypoint|gotcha|ownership>— Fact category--commit <value>— Source commit SHA--confidence <value>— Confidence 0-1--evidence-chunk <value>— Historical indexed chunk ID supporting the fact--fact <value>— Fact to store (1-2 sentences)--file <value>— Related file path--path <value>— Additional related path (repeatable)--reason <value>— Capture reason (required with --agent)--repo <value>— Repository ID--work-item <value>— Related agent work item ID
sift code memory supersedeBir kod hafızasını yeni bir bilgiyle geçersiz kılın; eski hafıza soy olarak saklanır
- Arguments
idrequired — 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>— Evidence chunk ID (repeatable)--fact <value>— Replacement fact--file <value>— Related file path--path <value>— Additional related path (repeatable)--reason <value>— Audit reason
Codex
Codex otomasyon yardımcıları.
1 komut
sift codex daily-review collectCodex günlük çalışma incelemeleri için salt okunur Siftable ve yerel git bağlamını toplayın
- Flags
--calendar-days <value>— Calendar lookahead days--limit <value>— Maximum records per source--skip-git— Skip local git summary
Bağlam
1 komut
sift context currentMevcut principal, sahip, proje ve yerel checkout bağlamını açıklayın
- Flags
--workspace-root <value>— Absolute local checkout root to describe (never sent as a workspace tenant ID)
Crm
6 komut
sift crm import applyMevcut bir CRM içe aktarma planındaki yalnızca onaylanmış işlemleri uygulayın; tekrar çalıştırmak güvenlidir
- Arguments
planIdrequired — Durable CRM import plan UUID- Flags
--yes— Confirm canonical CRM writes without prompting
sift crm import approveMevcut bir CRM içe aktarma planındaki bekleyen tüm işlemleri veya seçilenleri onaylayın
- Arguments
planIdrequired — Durable CRM import plan UUID- Flags
--operation-id <value>— Stable operation ID to approve; repeat to approve a subset--reason <value>— Human approval reason recorded on the plan--yes— Confirm the approval without prompting
sift crm import getKalıcı bir CRM içe aktarma planını sabit plan ID'si ile sürdürün ve inceleyin
- Arguments
planIdrequired — Durable CRM import plan UUID
sift crm import planAsıl CRM kayıtlarını yazmadan CSV, TSV, XLS veya XLSX dosyalarından kalıcı bir CRM içe aktarma planı oluşturun veya yeniden kullanın
- Arguments
filerequired — Local CSV, TSV, XLS, or XLSX source (8 MiB maximum)- Flags
--mapping-mode <manual|workspace_auto>— Manual mapping or approved workspace mapping profile--provider <generic|salesforce>— Source provider mapping
sift crm organizations convertBir CRM organizasyonu ile bir çalışma alanı arasındaki yönetilen sınırı açıklayın
- Arguments
idrequired — CRM organization ID
sift crm organizations listYalnızca CRM organizasyonlarını listeleyin; ortak çalışma alanları hariç tutulur
- Flags
--limit <value>— Maximum number of CRM results--search <value>— Optional fuzzy search query
Veri Kümeleri
Yapılandırılmış veri kümeleri.
43 komut
sift datasets addVeri kümesine kayıt ekleyin
- Arguments
idrequired — Dataset ID- Flags
--idempotency-key <value>— Caller-owned stable key for replaying this exact dataset mutation--record <value>— Record as JSON object, e.g. '{"name":"Alice","age":"30"}'--records <value>— Multiple records as JSON array
sift datasets aggregateVeri kümesi kayıtlarını gruplandırılmış metriklerle (count, avg, sum, min, max, median, stddev, percentile, ratio) özetleyin
- Arguments
idrequired — 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>— Max rows--metrics <value>— JSON array of metrics [{operation, field, as}]--sorts <value>— JSON array of sorts
sift datasets analyzeVeri kümesi için doğal dilde veriye dayalı içgörüler üretin
- Arguments
idrequired — Dataset ID- Flags
--filters <value>— JSON array of filters--focus-fields <value>— Comma-separated field names to focus analysis on--max-insights <value>— Max insights to generate--mode <descriptive|operational>— Analysis mode--signal-limit <value>— Max decision signals to return
sift datasets apply-diffKayıtlı veri kümesi fark planını uygulayın
- Arguments
planrequired — Path to a local diff plan or persisted diff plan ID- Flags
--yes— Confirm applying the saved diff plan without prompting
sift datasets archiveFiziksel tabloyu kaldırmadan veri kümesini arşivleyin
- Arguments
idrequired — Dataset ID- Flags
-y, --yes— Confirm dataset archival without prompting
sift datasets bucketSayısal veya tarih alanlarını aralıklara bölerek her grup için toplu metrikler hesaplayın
- Arguments
idrequired — Dataset ID- Flags
--boundaries <value>— Comma-separated boundary values (omit for auto-bucketing)--bucket-count <value>— Number of auto-buckets (default: 5)--field <value>— Field to bucket--filters <value>— JSON array of filters--metrics <value>— JSON array of metrics
sift datasets cleanupYaşam döngüsü etiketli geçici veri kümeleri için temizlik planlayın veya uygulayın
- 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>— 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
sift datasets compareKategorik bir alanın segmentleri arasındaki metrikleri yan yana karşılaştırın
- Arguments
idrequired — Dataset ID- Flags
--filters <value>— JSON array of filters--limit <value>— Max segment values to compare--metrics <value>— JSON array of metrics--segment-field <value>— Categorical field to segment by--segment-values <value>— Comma-separated segment values (auto-discovers if omitted)
sift datasets computeVeri kümesinden veya önceki sonuçlardan türetilmiş alanlar hesaplayın
- Arguments
id— Dataset ID- Flags
--computed-fields <value>— JSON array of computed fields, e.g. '[{"as":"spread","expression":"right.Close-left.Close"}]'--filters <value>— JSON array of filters--limit <value>— 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
sift datasets contractAracıların okuyabileceği veri kümesi şemasını ve yetenek sözleşmesini gösterin
- Arguments
idrequired — Dataset ID- Flags
--resolve <value>— Comma-separated semantic field references to resolve--template <value>— Validate contract against a built-in template
sift datasets createVeri kümesi oluşturun
- Flags
--description <value>— Dataset description--fields <value>— Field definitions as JSON array, e.g. '[{"name":"age","type":"number"}]'--idempotency-key <value>— 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>— Dataset title--ttl <value>— Lifecycle TTL duration, e.g. 12h, 7d, 30d
sift datasets dedupeVeriyi değiştirmeden, anahtara göre yinelenen kayıtları bulun
- Arguments
idrequired — Dataset ID- Flags
--key <value>— Field name used to group duplicates--limit <value>— Maximum records to scan in one bounded pass
sift datasets deleteVeri kümesini kalıcı olarak silin ve fiziksel tablosunu kaldırın
- Arguments
idrequired — Dataset ID- Flags
-y, --yes— Confirm dataset deletion without prompting
sift datasets delete-recordVeri kümesinden bir kayıt silin
- Arguments
idrequired — Dataset IDrecord-idrequired — Record ID- Flags
--idempotency-key <value>— Caller-owned stable key for replaying this exact dataset mutation-y, --yes— Skip confirmation
sift datasets diffCSV, JSON veya JSONL dosyasındaki satır değişikliklerini önizleyin
- Arguments
idrequired — Dataset ID- Flags
--batch-size <value>— Records per backend batch--from-file <value>— 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
sift datasets diff-plans listKaydedilen veri kümesi fark planlarını listeleyin
- Flags
--dataset-id <value>— Filter by dataset ID--limit <value>— Maximum plans to return--status <draft|validated|applied|rejected|expired>— Filter by plan status
sift datasets diff-plans showKaydedilen bir veri kümesi fark planını görüntüleyin
- Arguments
idrequired — Diff plan ID
sift datasets exportVeri kümesi kayıtlarını CSV, JSON, JSONL veya Markdown formatında dışa aktarın
- Arguments
idrequired — Dataset ID- Flags
--filters <value>— JSON array of filters--format <csv|json|jsonl|markdown>— Export format--limit <value>— Max rows to export-o, --output <value>— Output file path (writes to stdout if omitted)--sorts <value>— JSON array of sorts
sift datasets facetsVeri kümesi alanları için sınırlı faset özetlerini görüntüleyin
- Arguments
idrequired — Dataset ID- Flags
--fields <value>— Comma-separated field names to facet--limit <value>— Maximum values per facet
sift datasets formula-planFormül alanlarını hesaplayın ve incelenebilir güncellemeleri önizleyin
- Arguments
idrequired — Dataset ID- Flags
--computed-fields <value>— JSON array of computed fields, e.g. '[{"as":"score","expression":"confidence * reliability"}]'--filters <value>— JSON array of filters for compute source--limit <value>— 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>— Field used to match rows for update
sift datasets getVeri kümesi detaylarını ve şemasını alın
- Arguments
idrequired — Dataset ID
sift datasets impactVeri kümesi formülü, grafiği, görünümü, kalitesi ve materyalizasyon etkisini açıklayın
- Arguments
idrequired — Dataset ID- Flags
--from-plan <value>— Persisted diff plan ID to inspect--operation <value>— Committed dataset operation ID to inspect
sift datasets importCSV, JSON veya JSONL satırlarını yeni veya mevcut bir veri kümesine aktarın
- Arguments
filerequired — Path to CSV, JSON, or JSONL file- Flags
--batch-size <value>— 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
sift datasets inspect-fileBir veri kümesi oluşturmadan veya değiştirmeden yerel bir CSV, TSV, XLS veya XLSX dosyasının yapısını inceleyin
- Arguments
filerequired — 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
sift datasets joinleft.Close ve right.Close gibi takma ad kapsamlı alanları kullanarak bir veri kümesini kendisiyle birleştirin
- Arguments
idrequired — Dataset ID- Flags
--join-keys <value>— JSON array of join keys, e.g. '[{"leftField":"Date","rightField":"Date"}]'--join-type <inner|left|right>— Join type--left-alias <value>— Left alias--left-filters <value>— JSON array of left-side filters--limit <value>— Maximum joined rows--right-alias <value>— 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
sift datasets listVeri kümelerini listeleyin
- Flags
--limit <value>— Maximum number of results
sift datasets lookupTam anahtar/değer eşleşmesiyle veri kümesi kayıtlarını arayın
- Arguments
idrequired — Dataset ID- Flags
--key <value>— Field name to match--limit <value>— Maximum matching records--value <value>— Exact value to match
sift datasets materializeTüretilmiş bir sonucu yeni bir geçici veri kümesine materyalize edin
- Flags
--description <value>— Dataset description--idempotency-key <value>— 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>— Title of the new dataset
sift datasets pivotGruplandırılmış veri kümesi metriklerinden pivot tarzı bir özet oluşturun
- Arguments
idrequired — Dataset ID- Flags
--cols <value>— Column field--filters <value>— JSON array of filters--limit <value>— Maximum grouped cells to request--metrics <value>— JSON metrics array; defaults to count--rows <value>— Row field
sift datasets plotTüretilmiş bir sonuçtan gelen hafif bir grafik veri yükünü doğrulayın ve normalleştirin
- Flags
--chart-type <line|bar|scatter>— 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>— X-axis field--y-fields <value>— Comma-separated Y-axis fields
sift datasets profileBir veri kümesi için sınırlı profil bilgilerini gösterin
- Arguments
idrequired — Dataset ID- Flags
--sample-limit <value>— Number of sample rows to include
sift datasets qualityYapılandırılmış eksik değer metrikleri ve yinelenen değer gözlemleriyle veri kümesi kalitesini kontrol edin
- Arguments
idrequired — Dataset ID- Flags
--fields <value>— Comma-separated field names to check--repeat-threshold <value>— Minimum occurrences for a repeated value to be reported
sift datasets queryVeri kümesindeki kayıtları sorgulayın
- Arguments
idrequired — 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>— Maximum number of records--sorts <value>— Sort spec as JSON array, e.g. '[{"field":"name","direction":"asc"}]'
sift datasets rankVeri kümesi kayıtlarını sıralama ölçütlerine veya ağırlıklı sayısal formüllere göre derecelendirin
- Arguments
idrequired — Dataset ID- Flags
--filters <value>— JSON array of filters--formula <value>— JSON formula object {weights: [{field, weight}]}--limit <value>— Max rows--sorts <value>— JSON array of sorts
sift datasets reconcileİki veri kümesini, verileri değiştirmeden anahtar üzerinden karşılaştırın
- Arguments
leftrequired — Left dataset IDrightrequired — Right dataset ID- Flags
--left-key <value>— Left dataset key field--limit <value>— Maximum rows to scan from each dataset--right-key <value>— Right dataset key field; defaults to --left-key
sift datasets schemaVeri kümesi şemasını düzenleyin (alan ekleme, güncelleme veya silme)
- Arguments
idrequired — 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>— Caller-owned stable key for replaying this exact dataset mutation--operation <add_field|update_field|delete_field>— Schema operation
sift datasets searchSeçili metin alanlarında veri kümesi kayıtlarını arayın
- Arguments
idrequired — Dataset IDqueryrequired — 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>— Maximum merged records--per-field-limit <value>— Maximum records to request per searched field
sift datasets summarizeVeri kümesinin özetini görüntüleyin (satır sayısı, alanlar, örnek satırlar)
- Arguments
idrequired — Dataset ID
sift datasets templates listHazır veri kümesi şablonlarını listeleyin
sift datasets templates showHazır bir veri kümesi şablonunun şemasını görüntüleyin
- Arguments
templaterequired — Template name
sift datasets timeseriesVeri kümesi zaman serilerini lag, pct_change, rolling windows, drawdown, volatility ve correlation ile analiz edin
- Arguments
idrequired — Dataset ID- Flags
--date-field <value>— Date field name--filters <value>— JSON array of filters--limit <value>— Maximum output rows--metrics <value>— JSON array of metric definitions--order-direction <asc|desc>— 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
sift datasets update-recordVeri kümesindeki bir kaydı güncelleyin
- Arguments
idrequired — Dataset IDrecord-idrequired — Record ID- Flags
--fields <value>— Field updates as JSON object, e.g. '{"status":"done"}'--idempotency-key <value>— Caller-owned stable key for replaying this exact dataset mutation
sift datasets validateVeri kümesini yerleşik bir şablonla doğrulayın
- Arguments
idrequired — 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>— Built-in template name
Dokümanlar
Doküman yükleme.
1 komut
sift documents uploadBir dokümanı (PDF, Markdown veya metin) not olarak yükleyin
- Arguments
filerequired — Path to file- Flags
--project <value>— Project ID--title <value>— Note title (defaults to filename)--type <note|concept|meeting|reference|daily|dataset>— Note type
Ortam
Bildirimsel ortam sözleşmeleri ve yönetilen Vault demetlerinin oluşturulması.
11 komut
sift env checkOrtam sözleşmesini yerel veya CI kullanımı için doğrulayın
- 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
sift env diffDeğer içermeyen ortam sözleşmesi sapmasını gösterin
- Flags
--checkout-root <value>— Exact Git checkout root containing .sift/environment.yaml
sift env endpoint enrollVault erişimi vermeden bir genel uç nokta kimliğini kaydedin
- Flags
--dedicated— Endpoint is a dedicated runner--endpoint-class <interactive_desktop|remote_vm|noninteractive_runner|shared_host|ci_runner|production_host|multi_tenant>— Explicit endpoint policy class--kill-switch— Runner has an enforced kill switch--owner <value>— personal or workspace:<uuid>--storage-tier <hardware_host_bound|systemd_managed|convenience_keyring|none>— Actual endpoint key storage tier; convenience_keyring is not hardware-backed
sift env exampleYalnızca adlar ve yer tutuculardan oluşan deterministik bir örnek oluşturun
- Flags
--checkout-root <value>— Exact Git checkout root containing .sift/environment.yaml--write— Write the deterministic output to .env.example instead of displaying it
sift env import applyGözden geçirilmiş bir dotenv içe aktarma planını tek bir işlemle uygulayın.
- 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>— Reviewed value-free plan artifact--source <value>— Same explicit dotenv source used to create the plan
sift env import planAdı belirtilen bir dotenv kaynağı için, değerleri içermeyen ve sahibe özel bir plan oluşturun.
- Flags
--checkout-root <value>— Checkout used only to reject Sift-managed source files--decision <value>— Explicit per-index decision: INDEX:keep-existing|overwrite|skip|rename=NAME--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--plan-file <value>— New local value-free plan artifact to create--project <value>— Exact owner-scoped project UUID--source <value>— Explicit dotenv source file
sift env pullYönetilen bir Vault demetini, Sift tarafından yönetilen bir geliştirme ortamı dosyasına çekin.
- Flags
--approval-timeout <value>--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>— Explicit endpoint policy class; managed pulls accept development only--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--purpose <value>--replace— Replace a changed Sift-managed file using its exact observed precondition
sift env push applyGözden geçirilmiş bir dotenv içe aktarma planını tek bir işlemle uygulayın.
- 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>— Reviewed value-free plan artifact--source <value>— Same explicit dotenv source used to create the plan
sift env push planAdı belirtilen bir dotenv kaynağı için, değerleri içermeyen ve sahibe özel bir plan oluşturun.
- Flags
--checkout-root <value>— Checkout used only to reject Sift-managed source files--decision <value>— Explicit per-index decision: INDEX:keep-existing|overwrite|skip|rename=NAME--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--plan-file <value>— New local value-free plan artifact to create--project <value>— Exact owner-scoped project UUID--source <value>— Explicit dotenv source file
sift env rmSift yönetimindeki belirli bir yerel ortam dosyasını kaldırın.
- 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— Confirm removal of the exact recognized managed file
sift env statusYerel ortamın değer içermeyen durumunu bildirin.
- Flags
--checkout-root <value>— Exact Git checkout root containing .sift/environment.yaml
Olaylar
Zaman çizelgesi verileriyle desteklenen araştırma etkinlikleri.
3 komut
sift events attach-personMevcut bir araştırma etkinliğine katılımcı ekleyin
- Arguments
eventrequired — Existing temporal fact IDpersonrequired — Person UUID to attach- Flags
--role <value>— Participant role--yes— Confirm participant attachment without prompting
sift events createKatılımcıların yer aldığı bir araştırma etkinliği zaman çizelgesi verisi oluşturun
- Flags
--body <value>— Event notes/body--confidence <low|medium|high>— Confidence level--entity <value>— Participant/entity as type:uuid or type:uuid:role; repeatable--org <value>— Organization UUID participant; repeatable--person <value>— Person UUID participant; repeatable--precision <millisecond|minute|hour|day|month|year|decade|century|millennium|mega_year|era>— Temporal precision--source <value>— 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>— Event title--visibility <org_public|private|restricted>— Timeline visibility--year <value>— Historical year CE--year-end <value>— Historical end year CE
sift events listAraştırma olay akışındaki olguları listeleyin
- Flags
--cursor <value>— Pagination cursor--end <value>— End boundary--entity <value>— Filter by entity ref type:uuid--limit <value>— Maximum events--order <asc|desc>— Sort order--person <value>— Filter by person UUID--q <value>— Text search query--start <value>— Start boundary
Evidence
Evidence Graph kurulumu ve kanıt iş akışı yönetimi.
11 komut
sift evidence diff applyİncelenmiş bir Evidence Graph fark planını uygulayın
- Arguments
idrequired — Persisted diff plan ID- Flags
--yes— Confirm applying the reviewed diff plan without prompting
sift evidence diff impactKaydedilen bir fark planının Evidence Graph üzerindeki etkilerini açıklayın
- Arguments
idrequired — Persisted diff plan ID, or local when using --from-file- Flags
--from-file <value>— Local diff plan JSON file to explain without API access
sift evidence diff listKaydedilen Evidence Graph fark planlarını listeleyin
- Flags
--dataset-id <value>— Filter by evidence dataset ID--limit <value>— 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
sift evidence diff showBir Evidence Graph fark planını alana özgü özetle görüntüleyin
- Arguments
idrequired — Persisted diff plan ID
sift evidence extractEvidence Graph aday çıkarımı için (değişiklik uygulamayan) ajan görevi oluşturun
- Flags
--agent <value>— 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>— Evidence workflow pack--project <value>— Project ID--source-dataset <value>— Evidence sources dataset ID--targets <value>— Comma-separated extraction targets--yes— Confirm work item creation without prompting
sift evidence initBir Evidence Graph projesi ve veri kümesi tabanlı çalışma tabloları oluşturun
- Arguments
namerequired — 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>— Evidence workflow pack--yes— Confirm creation without prompting
sift evidence planGüvenilir durumu kaydetmeden önce bir Evidence Graph iş akışı planlayın
- Arguments
goalrequired — Evidence Graph goal- Flags
--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history>— Evidence workflow pack--project <value>— Existing project ID--source-dataset <value>— Existing evidence sources dataset ID
sift evidence projectEvidence Graph zaman çizelgesi ve ilişki projeksiyonunu simüle edin
- 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>— Evidence workflow pack--project <value>— Evidence Graph project ID
sift evidence proof reportVeri kümesi tabanlı bir kanıt paketinden Evidence Graph kanıt raporu oluşturun
- Flags
--format <json|markdown>— Report format--from-file <value>— Evidence packet JSON file to report on--project <value>— Evidence Graph project ID for report metadata
sift evidence sources importEvidence Graph kaynak defteri satırlarını veri kümesi tabanlı bir kaynak tablosuna aktarın
- Arguments
filerequired — Path to CSV, JSON, or JSONL source ledger rows- Flags
--batch-size <value>— Records per backend batch--dataset-id <value>— Evidence sources dataset ID--dry-run— Validate and plan source import without writing--upsert-by <value>— Field name used to update matching source rows--yes— Confirm mutating imports without prompting
sift evidence verifyEvidence Graph kaynak, inceleme, projeksiyon ve atıf sabitlerini doğrulayın
- Flags
--from-file <value>— Evidence packet JSON file to verify--project <value>— Evidence Graph project ID for report metadata
Grants
4 commands
sift grants adaptersList reviewed local execution adapters and honest containment tiers
sift grants requestRequest a human-approved grant for a pre-registered trusted local runner
- Flags
--adapter <value>--audience <value>--credential-field <value>--cwd <value>--executable <value>— Resolved reviewed executable path--executable-digest <value>--issuer <value>--operation <value>--purpose <value>--runner-fingerprint <value>--runner-public-key <value>— PEM public-key file from the trusted local runner--scope <value>— Provider scope JSON with string values--vault-entry <value>
sift grants runRequest approval, redeem in memory, and run exactly one reviewed child process
- Flags
--adapter <github_gh|github_publish_pr|terraform_apply>--approval-timeout <value>--audience <value>--body-file <value>— PR body file for github_publish_pr--credential-field <value>--cwd <value>--issuer <value>--operation <value>--purpose <value>--scope <value>--vault-entry <value>
sift grants statusInspect safe status for an ephemeral local execution grant
- Arguments
idrequired
Grafik
Varlık graf araması ve komşuluklar.
5 komut
sift graph betweenİki varlık arasındaki sınırlı graf yolunu açıklayın
- Arguments
sourcerequired — Source entity reference as type:uuidtargetrequired — Target entity reference as type:uuid- Flags
--depth <value>— Maximum path depth, backend clamps to 1-5--frontier-limit <value>— Maximum links to inspect per path expansion, backend clamps to 1-1000
sift graph explainİki varlık arasındaki sınırlı graf yolunu açıklayın
- Arguments
sourcerequired — Source entity reference as type:uuidtargetrequired — Target entity reference as type:uuid- Flags
--depth <value>— Maximum path depth, backend clamps to 1-5--frontier-limit <value>— Maximum links to inspect per path expansion, backend clamps to 1-1000
sift graph neighborsBir varlığın yerel graf komşularını gösterin
- Arguments
entityrequired — Entity reference as type:uuid- Flags
--depth <value>— Graph depth, backend clamps to 1-3--limit <value>— Maximum graph items, backend clamps to 1-200
sift graph previewBir grafik öğesini önizleyin
- Arguments
entityrequired — Entity reference as type:uuid
sift graph searchGrafik çalışmaları için bağlanabilir öğeleri arayın
- Arguments
queryrequired — Search query- Flags
--limit <value>— Maximum results--types <value>— Comma-separated entity types
Notlar
Bilgi notları.
7 komut
sift notes bulk-deleteNotları önizleyin veya toplu silin
- 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>
sift notes createNot oluşturun
- 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>— Note title--type <note|concept|meeting|reference|daily|dataset>— Note type
sift notes deleteNotu silin
- Arguments
idrequired — Note ID- Flags
-y, --yes— Skip confirmation
sift notes getNotu tüm içeriğiyle getirin
- Arguments
idrequired — Note ID
sift notes listNotları listeleyin
- 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
sift notes searchNotlarda ara
- Arguments
queryrequired — Search query- Flags
--limit <value>— Maximum number of results--project <value>— Filter by project ID
sift notes updateNotu güncelle
- Arguments
idrequired — 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
Organizasyonlar
Organizasyonlar ve şirketler.
5 komut
sift organizations bulk-deleteOrganizasyonları önizle veya toplu sil
- 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
sift organizations createOrganizasyon oluştur
- 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 (e.g. prospect, customer, partner, vendor)--type <value>— Organization type (e.g. company, nonprofit, government, school)--website <value>— Website URL
sift organizations deleteOrganizasyonu sil
- Arguments
idrequired — Organization ID- Flags
-y, --yes— Skip confirmation
sift organizations searchOrganizasyonlarda ara
- 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
sift organizations updateOrganizasyonu güncelleyin
- Arguments
idrequired — 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
Kişiler
Kişiler ve bağlantılar.
15 komut
sift people bulk-deleteKişileri önizleyin veya toplu olarak silin
- 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
sift people context addBir kişiyle aranızdaki Kişisel veya İş ilişkisini ekleyin.
- Arguments
personIdrequired — Person ID- Flags
--basis <value>— Why this relationship is recorded--confidence <value>— Evidence confidence from 0 to 1--context <personal|work>— Relationship context--primary— Make this the primary relationship in its context--relationship <value>— Relationship type, e.g. friend, client, mentor
sift people context listBir kişiyi nasıl tanıdığınızı listeleyin.
- Arguments
personIdrequired — Person ID
sift people context removeBir kişiyle aranızdaki ilişkiyi kaldırın.
- Arguments
personIdrequired — Person IDrelationshipIdrequired — Context relationship ID- Flags
--dry-run— Show what would be removed without writing-y, --yes— Remove without prompting
sift people createKişi oluşturun
- 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>— 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>— 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
sift people deleteKişiyi silin
- Arguments
idrequired — Person ID- Flags
-y, --yes— Skip confirmation
sift people enrichBir kişi hakkındaki halka açık bilgileri, yeniden yürütmeye karşı güvenli bir şekilde araştırın.
- Arguments
idrequired — Person ID- Flags
--dataset <value>— Optional dataset ID for a reviewable reconciliation plan--dataset-upsert-by <value>— Preferred dataset identity field--idempotency-key <value>— Stable 8-128 character key for exact retries--mode <standard|ultra>— Research depth
sift people getKişi profilini özellik ve ilişkileriyle birlikte getirin
- Arguments
idrequired — Person ID
sift people graphKişi odaklı ilişki grafiğini görüntüleyin
- Arguments
idrequired — Person ID- Flags
--depth <value>— Relationship graph depth--include-inactive— Include inactive relationship edges
sift people kinshipİki kişi arasındaki akrabalık bağını veya yakınlık derecesini açıklayın
- Arguments
egoPersonIdrequired — Ego/source person IDtargetPersonIdrequired — Target person ID- Flags
--max-depth <value>— Maximum relationship depth
sift people listKişileri listeleyin
- Flags
--category <family|romantic|professional|social>— Relationship category--contains <value>— Name substring filter--context <all|personal|work>— 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
sift people relateİki kişi arasında ilişki oluşturun veya güncelleyin
- Arguments
personAIdrequired — First person IDpersonBIdrequired — Second person ID- Flags
--dry-run— Preview the relationship payload without writing--notes <value>— Relationship notes--type <value>— Relationship type, e.g. colleague, sibling, spouse, collaborator-y, --yes— Apply without prompting
sift people searchKişileri arayın
- Arguments
queryrequired — 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
sift people timelineBir kişiyle bağlantılı zaman tüneli bilgilerini listeleyin
- Arguments
idrequired — Person ID- Flags
--limit <value>— Maximum facts to return--order <asc|desc>— Sort order--role <value>— Filter by entity role, comma-separated
sift people updateBir kişiyi güncelleyin
- Arguments
idrequired — 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
Projeler
Proje yönetimi.
7 komut
sift projects archiveBir projeyi arşivleyin
- Arguments
idrequired — Project ID- Flags
-y, --yes— Skip confirmation
sift projects contextProje bağlamını (görevler, notlar, sinyaller) alın
- Arguments
idrequired — Project ID
sift projects createBir proje oluşturun
- Flags
--emoji <value>— Single emoji--name <value>— Project name--status <planning|active|on_hold|blocked|completed>— Project status--summary <value>— Project summary
sift projects listProjeleri listeleyin
- Flags
--include-archived— Include archived projects--status <planning|active|on_hold|blocked|completed>— Filter by status
sift projects planningBir projenin temel CSN planlama anlık görüntüsünü alın
- Arguments
idrequired — Project ID
sift projects planning-recomputeBir projenin temel CSN planlama anlık görüntüsünü yeniden hesaplayın
- Arguments
idrequired — Project ID
sift projects updateBir projeyi güncelleyin
- Arguments
idrequired — Project ID- Flags
--emoji <value>— Single emoji--name <value>— Project name--status <planning|active|on_hold|blocked|completed>— Project status--summary <value>— Project summary
Tarifler
Yerleşik araştırma iş akışı tarifleri.
2 komut
sift recipes listYerleşik araştırma iş akışı tariflerini listeleyin
sift recipes showYerleşik bir araştırma iş akışı tarifini görüntüleyin
- Arguments
idrequired — Recipe ID
Relationships
79 commands
sift relationships actions dry-runPreview a relationship action on the server without committing it
- Arguments
idrequired — Relationship action IDentity— Relationship entity as opportunity:<uuid> or prospect:<uuid>- Flags
--entity <value>— Target as prospect:uuid or opportunity:uuid--idempotency-key <value>— Stable 8-128 character key for reproducible server-side previews--input <value>— Action input JSON object--input-file <value>— Path to action input JSON
sift relationships actions listList 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
sift relationships actions runRun any canonical relationship action with replay-safe caller identity
- Arguments
idrequired — Canonical action ID from relationships actions listentity— 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>— 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
sift relationships actions showShow one registered relationship action
- Arguments
idrequired — Relationship action ID
sift relationships briefCompose an exact, evidence-grounded relationship brief
- Arguments
subjectrequired — Subject as prospect:uuid or opportunity:uuid- Flags
--lens <value>— Relationship lens identifier
sift relationships composer approver-editOnaylayana atfedilen bir revizyon oluşturun ve koçluk incelemesini yeniden açın.
- Arguments
idrequired — Composer session UUID- Flags
--body <value>--expected-version <value>--reason <value>--subject <value>--yes— Confirm the attributed edit
sift relationships composer bind-senderBelirttiğiniz aktif e-posta hesabını kalıcı taslağa bağlayın.
- Arguments
idrequired — Composer session UUID- Flags
--expected-version <value>— Current optimistic session version--sender <value>— Connected email account UUID
sift relationships composer confirmBağlı özeti onaylayın ve ilk kalıcı taslak revizyonunu oluşturun.
- Arguments
idrequired — Composer session UUID- Flags
--expected-version <value>— Current optimistic session version--yes— Confirm brief and create draft
sift relationships composer createKalıcı bir ilişki taslağı oturumu oluşturun veya devam edin.
- Arguments
subjectrequired — Subject as prospect:uuid or opportunity:uuid- Flags
--file <value>— JSON file with source, recommendation, brief, and ranked evidence
sift relationships composer dispatchYönetilen bir ilişki mesajını, onayını koruyarak hemen gönderin veya zamanlayın.
- Arguments
idrequired — Composer session UUID- Flags
--at <value>— ISO-8601 time required for send_later--choice <approve_only|send_now|send_later>— Dispatch outcome--expected-version <value>— Current optimistic session version--idempotency-key <value>— Stable retry key for this exact choice and time--yes— Confirm this governed dispatch choice
sift relationships composer evaluateMevcut kalıcı taslağı değerlendirin ve ifadeye dayalı koçluk bulgularını ekleyin.
- Arguments
idrequired — Composer session UUID- Flags
--expected-version <value>— Current optimistic session version
sift relationships composer finding-actionAtfedilebilir bir koçluk bulgusunu açıklayın, önizleyin, kabul edin, reddedin veya geri alın.
- Arguments
idrequired — Composer session UUIDfindingrequired — Coaching finding UUID- Flags
--action <explain|preview|accept|reject|undo>--expected-version <value>— Current optimistic session version--yes— Confirm a mutating coaching decision
sift relationships composer historySalt okunur koçluk ve taslak karar geçmişini kaydedilme sırasına göre gösterir.
- Arguments
idrequired — Composer session UUID
sift relationships composer request-approvalBelirli bir composer değerlendirmesi için onay talep eder veya onaya devam eder; onay yalnızca tarayıcı üzerinden yapılabilir.
- Arguments
idrequired — Composer session UUID- Flags
--expected-version <value>— Current optimistic session version--idempotency-key <value>— Stable approval-request retry key--yes— Confirm the approval request
sift relationships composer request-changesBir değerlendirmenin aslını, mesajda değişiklik yapmadan yazarına iade eder.
- Arguments
idrequired — Composer session UUID- Flags
--expected-version <value>--reason <value>--yes— Confirm the review interruption
sift relationships composer resolve-identityDeğerlendirilmiş bir mesaj için olası kopya kontrolünü çözer veya yönlendirir.
- Arguments
idrequired — Composer session UUID- Flags
--candidate <value>— Candidate person UUID--decision <same_person|different_people|route_to_owner>--expected-version <value>--yes— Confirm the identity decision
sift relationships composer reviewYönlendirmesi tamamlanmış kalıcı bir taslağı denetimli değerlendirmeye gönderir.
- Arguments
idrequired — Composer session UUID- Flags
--approver-user-id <value>— Optional active internal workspace member who will approve the exact message--expected-version <value>— Current optimistic session version--yes— Confirm the transition to review
sift relationships composer save-draftBir ilişki taslağının yeni ve kalıcı bir revizyonunu kaydeder.
- Arguments
idrequired — Composer session UUID- Flags
--file <value>— JSON file with expectedVersion, subject, and bodyText
sift relationships composer showKalıcı bir ilişki composer oturumunu gösterir.
- Arguments
idrequired — Composer session UUID
sift relationships composer updateTaslak oluşturulmadan önce ilişkili niyeti ve sıralanmış kanıtları günceller.
- Arguments
idrequired — Composer session UUID- Flags
--file <value>— JSON file with expectedVersion, brief, and evidence
sift relationships contact-plan inspectKaynak yaşam döngülerinde değişiklik yapmadan, standart bir kişi iletişim planını inceler.
- Arguments
personrequired — Canonical person UUID- Flags
--from <value>— Inclusive ISO-8601 inspection window start--limit <value>— Maximum projected items--timezone <value>— IANA display timezone--to <value>— Inclusive ISO-8601 inspection window end
sift relationships diagnoses createDeğiştirilemez ve kanıta dayalı bir ilişki teşhisi anlık görüntüsü oluşturur.
- Flags
--file <value>— Diagnosis JSON file--yes— Confirm immutable diagnosis creation
sift relationships diagnoses listDeğiştirilemez ilişki teşhisi anlık görüntülerini listeler.
- Flags
--limit <value>--subject-id <value>--subject-type <prospect|opportunity>
sift relationships email-accounts listİlişki taslakları ve denetimli gönderimler için kullanılabilecek gönderici hesaplarını listeler.
sift relationships generated-assets draftOnaylanmış bir erişim materyalinden özel bir iletişim teklifi oluşturur; gönderim yapmaz.
- Arguments
idrequired — Generated outreach/follow-up asset UUID- Flags
--file <value>— Exact senderAccountId, destination, optional edits, and idempotency JSON file--yes— Confirm proposal creation
sift relationships generated-assets generateOnaylanmış playbook ve kaynak materyallerin belirli sürümlerinden dayanaklı bir materyal üretir.
- Flags
--file <value>— Generation request JSON file--yes— Confirm immutable asset generation
sift relationships generated-assets listOluşturulan ilişki materyallerini manifestoları ve son değerlendirmeleriyle birlikte listeler.
- Flags
--limit <value>--subject-id <value>--subject-type <prospect|opportunity>
sift relationships generated-assets reviewOluşturulmuş bir yapıta manuel onay kararını ekler.
- Arguments
idrequired — Generated asset UUID- Flags
--decision <approved|rejected|needs_changes>--reason <value>--yes— Confirm append-only review
sift relationships generated-assets review-historyOluşturulmuş bir materyalin salt okunur değerlendirme geçmişini listeler.
- Arguments
idrequired — Generated asset UUID
sift relationships generated-assets showOluşturulmuş bir materyali, tam manifestosunu ve son onay durumunu gösterir.
- Arguments
idrequired — Generated asset UUID
sift relationships generated-assets usage-listOluşturulmuş bir materyalin salt okunur kullanım ve sonuç bağlantılarını listeler.
- Arguments
idrequired — Generated asset UUID
sift relationships generated-assets usage-recordOluşturulmuş bir materyale dışa aktarma, dahili paylaşım veya sonuç bağlantısı kaydı ekler.
- Arguments
idrequired — Generated asset UUID- Flags
--idempotency-key <value>— Stable 8-128 character retry key--kind <exported|shared_internally|outcome_linked>--outcome <value>— Stable outcome reference; required for outcome_linked--yes— Confirm append-only usage record
sift relationships handoffs listList immutable relationship outcome receipts in the onboarding queue
- Flags
--limit <value>— Maximum receipts
sift relationships handoffs showShow one immutable relationship outcome handoff receipt
- Arguments
idrequired — Outcome handoff receipt UUID
sift relationships meetings brief createOnaylanmış ilişki kanıtlarından, kaynakları belirtilmiş bir toplantı özeti oluşturun.
- Flags
--input <value>— Exact meeting brief input JSON--input-file <value>— Path to exact meeting brief input JSON
sift relationships meetings brief showKaynaklı toplantı özetini, tam girdilerinden yeniden oluşturarak görüntüleyin.
- Flags
--input <value>— Exact owner, subject, approved asset, and optional meeting JSON--input-file <value>— Path to exact meeting brief input JSON
sift relationships meetings evidence captureİzne tabi transkript kanıtlarını veya açıkça belirtilen manuel notları kaydedin.
- Flags
--idempotency-key <value>— 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
sift relationships meetings evidence showTek bir esas toplantı kanıtı olayını ve kaynak konumlarını inceleyin.
- Arguments
idrequired — Relationship meeting evidence event UUID
sift relationships meetings proposals applyOnaylanmış bir toplantı teklifini, güncel ön koşul kontrollerini yaptıktan sonra atomik olarak uygulayın.
- Arguments
idrequired — Approved meeting proposal UUID- Flags
--expected-proposal-digest <value>— Exact reviewed proposal digest--yes— Confirm the persistent internal relationship-state change
sift relationships meetings proposals createKayıtlı bir ilişki eylemi için kanıtlara dayalı ve değiştirilemez bir teklif oluşturun.
- Flags
--idempotency-key <value>— 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
sift relationships meetings proposals listToplantı kaynaklı ilişki tekliflerini ve değerlendirme süreçlerini listeleyin.
- 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
sift relationships meetings proposals reviewDeğiştirilmemiş bir toplantı teklifine, sorumlusu belirtilen bir onay veya ret ekleyin.
- Arguments
idrequired — 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
sift relationships meetings proposals showToplantı kaynaklı bir ilişki teklifini, kanıtlarını, farklarını ve kurtarma planını inceleyin.
- Arguments
idrequired — Meeting proposal UUID
sift relationships outcomes describeÇalışma zamanı ilişki sonucu sözleşmelerini ve güvenlik sınırlarını tanımlayın.
sift relationships outcomes inspectBeyan edilen ilişki sonuçlarını Answer/C0 modunda, kalıcı olarak kaydetmeden inceleyin.
- Flags
--input <value>— Exact InspectRelationshipOutcomeInput JSON--input-file <value>— Path to exact inspection input JSON
sift relationships outcomes interventionsBir anlık görüntüye ait, sınırlı ve incelenebilir tek müdahale grubunu gösterin.
- Arguments
snapshotIdrequired — Relationship-outcome snapshot ID
sift relationships outcomes listİlişki sonucu anlık görüntülerini, sınırlı imleçle sayfalayarak listeleyin.
- Flags
--cursor <value>— Opaque cursor from the previous page--limit <value>— 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
sift relationships outcomes recordsTam anlık görüntü kayıtlarını, sınırlı imleçle sayfalayarak listeleyin.
- Arguments
snapshotIdrequired — Relationship-outcome snapshot ID- Flags
--cursor <value>— Opaque cursor from the previous page--limit <value>— Maximum records to return--posture <value>— Filter by the declared record posture--risk <value>— Filter by low, moderate, high, or unknown operational risk
sift relationships outcomes reviewÖnerilen kayıtlı eylemleri çalıştırmadan, idempotent bir anlık görüntü incelemesi kaydedin.
- Arguments
snapshotIdrequired — Relationship-outcome snapshot ID- Flags
--dry-run— Validate authority and selected interventions without recording a review--idempotency-key <value>— 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
sift relationships outcomes runBir C2 ilişki sonucu anlık görüntüsü oluşturun veya deneme çalıştırması yapın; önerilen eylemler asla yürütülmez.
- Flags
--dry-run— Validate and project without persisting a snapshot--idempotency-key <value>— 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
sift relationships outcomes showDeğiştirilemez bir ilişki sonucu anlık görüntüsünü gösterin.
- Arguments
snapshotIdrequired — Relationship-outcome snapshot ID
sift relationships playbook-recommendations createEn az üç makul hamle içeren etkili bir tavsiye kaydedin.
- Flags
--file <value>— Recommendation JSON file--yes— Confirm immutable recommendation creation
sift relationships playbook-recommendations listKaydedilmiş ilişki oyun kitabı tavsiyelerini alternatif hamleleriyle birlikte listeleyin.
- Flags
--limit <value>--subject-id <value>--subject-type <prospect|opportunity>
sift relationships playbooks createÇalışma zamanı sözleşmesi JSON'undan, değiştirilemez ve onaylanmamış bir ilişki oyun kitabı sürümü oluşturun.
- Flags
--file <value>— Playbook version JSON file--yes— Confirm immutable version creation
sift relationships playbooks listDeğiştirilemez ilişki playbook sürümlerini ve son onay kararlarını listeler.
- Flags
--limit <value>— Maximum versions--stable-key <value>— Filter by stable playbook key
sift relationships playbooks reviewPlaybook sürümüne kullanıcı onayı ekler.
- Arguments
idrequired — Playbook version UUID- Flags
--decision <approved|rejected|needs_changes>--reason <value>— Attributable review reason--yes— Confirm append-only review
sift relationships playbooks showDeğiştirilemez bir ilişki playbook sürümünü ve son onayını gösterir.
- Arguments
idrequired — Playbook version UUID
sift relationships proposals getInspect one relationship action proposal and its evidence
- Arguments
idrequired — Proposal ID
sift relationships proposals listList 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
sift relationships proposals request-approvalRequest short-lived human approval for a proposal; cannot approve or consume it
- Arguments
idrequired — Proposal ID- Flags
--idempotency-key <value>— Stable 8-128 character key for safe retries--purpose <value>— Non-secret reason shown to the human approver
sift relationships queues listList relationship team queues in the active workspace
sift relationships recommendations executeExecute an accepted, current recommendation through the canonical action runtime
- Arguments
idrequired — Recommendation UUID- Flags
--yes— Confirm canonical action execution
sift relationships recommendations listList immutable relationship recommendation snapshots
- Flags
--lens <value>— Relationship lens identifier--limit <value>— Maximum recommendations--subject <value>— Filter by prospect:uuid or opportunity:uuid
sift relationships recommendations reviewAppend an ordinary review decision to a relationship recommendation
- Arguments
idrequired — Recommendation UUID- Flags
--decision <accepted|dismissed|snoozed|needs_information>— Review decision--reason <value>— Review reason--snoozed-until <value>— Offset-aware ISO date-time, required for snoozed--yes— Confirm the append-only review
sift relationships recommendations showShow a relationship recommendation with its exact citations and gates
- Arguments
idrequired — Recommendation UUID
sift relationships sequences createCreate 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>— Stable 8-128 character key for safe retries
sift relationships sequences dry-runPreview a supervised sequence on the server without committing it
- Arguments
idrequired — Sequence ID- Flags
--idempotency-key <value>— 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
sift relationships sequences enrollEnroll a relationship target in a supervised sequence
- Arguments
idrequired — Sequence ID- Flags
--idempotency-key <value>— Stable 8-128 character key for safe retries--input <value>— Enrollment input JSON object--input-file <value>— Path to enrollment input JSON
sift relationships sequences getShow one supervised relationship sequence
- Arguments
idrequired — Sequence ID
sift relationships sequences listList supervised relationship sequences
- Flags
--limit <value>— Maximum results--status <value>— Filter by sequence status
sift relationships sequences pausePause a supervised relationship sequence
- Arguments
idrequired — Sequence ID- Flags
--idempotency-key <value>— Stable 8-128 character key for safe retries--reason <value>— Non-secret pause reason
sift relationships sequences resumeResume a supervised relationship sequence
- Arguments
idrequired — Sequence ID- Flags
--idempotency-key <value>— Stable 8-128 character key for safe retries
sift relationships sequences runsList execution evidence for a supervised relationship sequence
- Arguments
idrequired — Sequence ID- Flags
--limit <value>— Maximum results--status <value>— Filter by run status
sift relationships sequences updateUpdate a supervised relationship sequence from a JSON definition
- Arguments
idrequired — Sequence ID- Flags
--definition <value>— Sequence update JSON object--definition-file <value>— Path to sequence update JSON--idempotency-key <value>— Stable 8-128 character key for safe retries
sift relationships showShow the current relationship collaboration snapshot
- Arguments
entityrequired — Relationship entity as opportunity:<uuid> or prospect:<uuid>
sift relationships source-assets createDeğiştirilemez, onaylanmamış bir grounded source-asset sürümü oluşturur.
- Flags
--file <value>— Source-asset version JSON file--yes— Confirm immutable version creation
sift relationships source-assets listDeğiştirilemez grounded source-asset sürümlerini ve son onay kararlarını listeler.
- Flags
--limit <value>— Maximum versions--stable-key <value>— Filter by stable source-asset key
sift relationships source-assets reviewSource-asset sürümüne kullanıcı onayı ekler.
- Arguments
idrequired — Source-asset version UUID- Flags
--decision <approved|rejected|needs_changes>--reason <value>--yes— Confirm append-only review
sift relationships source-assets showBelirli bir değiştirilemez source-asset sürümünü ve son incelemesini gösterir.
- Arguments
idrequired — Source-asset version UUID
Araştırma
Araştırma iş akışı planlama ve orkestrasyonu.
4 komut
sift research initBir araştırma projesi ve standart veri kümeleri oluşturun
- Arguments
namerequired — Research project name- Flags
--dry-run— Preview project/dataset creation without writing--template <historical-research>— Research template--yes— Confirm creation without prompting
sift research planVeri yazmadan önce deterministik bir araştırma iş akışı planlayın
- Arguments
goalrequired — Research goal- Flags
--project <value>— Existing project ID--source-dataset <value>— Existing sources dataset ID
sift research runBir araştırma tarifi için deterministik ajan çalışması oluşturun
- Arguments
reciperequired — Research run recipe- Flags
--agent <value>— 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
sift research statusAraştırma projesi bağlamını ve CLI hazırlık durumunu denetleyin
- Arguments
project— Project ID
Yetenekler
Yüklenebilir Siftable skillpack'leri.
2 komut
sift skills installBir Siftable skillpack'ini yerel skills dizinine yükleyin
- Arguments
idrequired — Skillpack ID- Flags
--force— Replace an existing installed skill--target <value>— Installed skills directory-y, --yes— Confirm replacing an existing skill
sift skills listYüklenebilir Siftable skillpack'lerini listeleyin
Görevler
İnsan planlama görevleri.
11 komut
sift tasks bulk-deleteGörevleri önizleyin veya toplu olarak silin
- 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>
sift tasks completeBir görevi tamamlandı olarak işaretleyin
- Arguments
idrequired — Task ID
sift tasks coupling-createAynı projedeki görevler arasında bir CSN coupling edge oluşturun
- Arguments
idrequired — Source task IDtargetrequired — Target task ID- Flags
--note <value>— Optional note--strength <value>— Coupling strength (0-1)--type <info|resource>— Coupling type
sift tasks coupling-deleteBir görevden CSN coupling edge silin
- Arguments
idrequired — Task IDedgeIdrequired — Coupling edge ID- Flags
-y, --yes— Skip confirmation
sift tasks coupling-listBir görevin CSN bağlantı uçlarını listeleyin
- Arguments
idrequired — Task ID
sift tasks createİnsan planlama görevi oluşturun
- 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>— Task title
sift tasks deleteBir görevi silin
- Arguments
idrequired — Task ID- Flags
-y, --yes— Skip confirmation
sift tasks getİnsan planlama görevi detaylarını getirin
- Arguments
idrequired — Task ID
sift tasks listİnsan planlama görevlerini listeleyin
- Flags
--cursor <value>— Continuation cursor from a previous page--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
sift tasks planning-updateBir görevin CSN planlama alanlarını güncelleyin
- Arguments
idrequired — 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)
sift tasks updateİnsan planlama görevini güncelleyin
- Arguments
idrequired — 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
Zaman Çizelgesi
Zaman çizelgesi kayıtları ve anlatılar.
4 komut
sift timeline createKullanıcı tanımlı bir zaman çizelgesi kaydı oluşturun
- Flags
--body <value>— Fact body or notes--confidence <low|medium|high>— Confidence level--entity <value>— Participant/entity as type:uuid or type:uuid:role; repeatable--fact-type <value>— Fact type--precision <millisecond|minute|hour|day|month|year|decade|century|millennium|mega_year|era>— 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>— Fact title--visibility <org_public|private|restricted>— Timeline visibility--year <value>— Historical year CE--year-end <value>— Historical end year CE
sift timeline deleteBir zaman çizelgesi kaydını geri çekin
- Arguments
idrequired — Timeline fact ID- Flags
--yes— Confirm retraction without prompting
sift timeline listZaman çizelgesi kayıtlarını belirli filtrelerle listeleyin
- 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>— Maximum items to return--order <asc|desc>— Sort order--q <value>— Text search query--source-types <value>— Comma-separated source types--start <value>— Start boundary, ISO timestamp or supported historical boundary
sift timeline narrativeZaman çizelgesi kayıtları için özet veya açıklama oluşturun
- Flags
--action <summarize|changed_since|led_to|what_next|cross_object>— Narrative action--entity <value>— Entity scope as type:uuid--entity-roles <value>— Comma-separated entity roles--fact-type <value>— Fact type filter--limit <value>— 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
Vault
Gizli bilgiler kasası.
15 komut
sift vault auditList Vault audit events (requires vault:audit:read)
- Flags
--limit <value>— Maximum number of results--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>
sift vault createYeni bir şifreli gizli bilgi kaydedin
- Flags
--category <value>— Category--description <value>— Description--name <value>— Secret name--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--payload <value>— 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
sift vault leases cleanYerel bir lease artifact'ını temizler ve onaylanmış, başarısız ya da bilinmeyen durumunu bildirir.
- Arguments
idrequired- Flags
--checkout-root <value>— Git checkout used to prove runtime separation--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>
sift vault leases listDeğer içermeyen ortam lease'lerini ve temizleme üst verilerini listeler.
- Flags
--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>
sift vault leases revokeGelecekteki lease kullanımını iptal eder, mevcutsa yerel artifact'ı kaldırır ve temizlendiğini bildirir.
- Arguments
idrequired- Flags
--checkout-root <value>— Git checkout used to prove runtime separation--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>
sift vault leases statusDeğer içermeyen bir ortam lease'inin yaşam döngüsünü inceler.
- Arguments
idrequired- Flags
--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>
sift vault listKasa kayıtlarını listeleyin (yalnızca meta veriler)
- 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
sift vault materialize environmentYönetilen belirli bir Vault paketini Sift yönetimindeki bir geliştirme ortamı dosyasına çeker.
- Flags
--approval-timeout <value>--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>— Explicit endpoint policy class; managed pulls accept development only--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--purpose <value>--replace— Replace a changed Sift-managed file using its exact observed precondition
sift vault materialize requestRequest human approval for one destination-bound Vault materialization
- Flags
--destination <value>--entry <value>--expected-digest <value>--field <value>--materializer-digest <value>--mode <0400|0600>--nonce <value>--overwrite--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--purpose <value>--runner-fingerprint <value>--runner-public-key <value>--tracked-exception--workspace-root <value>— Absolute local workspace root containing the destination
sift vault materialize revokeBeklemedeki, hedefe bağlı bir Vault materyalizasyonunu iptal eder.
- Arguments
idrequired — 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>
sift vault materialize runRequest approval, wait, and materialize one Vault field at the exact approved path
- Flags
--approval-timeout <value>--destination <value>— Destination path; relative paths resolve inside --workspace-root before approval--entry <value>--field <value>--mode <0400|0600>--overwrite--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--purpose <value>--tracked-exception--workspace-root <value>— Absolute local workspace root containing the destination
sift vault materialize statusInspect safe status for a destination-bound Vault materialization
- Arguments
idrequired- 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>
sift vault searchVault kayıtlarını arayın
- Arguments
queryrequired — Search query- Flags
--limit <value>— Maximum number of results--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>
sift vault updateVault kaydı meta verilerini güncelleyin
- Arguments
idrequired — 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
sift vault use leaseGit çalışma ağacının dışında belirli, kısa ömürlü bir ortam paketi artifact'ı oluşturur.
- Flags
--approval-timeout <value>--checkout-root <value>— Checkout containing .sift/environment.yaml--consumer <value>— 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>--holder <value>— Bound holder identifier; defaults to the local runner fingerprint--owner <value>— Exact Vault owner: personal or workspace:<tenant-id>--purpose <value>--ttl <value>
İş
Yürütülebilir ajan iş kuyruğu.
25 komut
sift work blockİş öğesini engellendi olarak işaretleyin
- Arguments
idrequired — 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"?}]
sift work cancelİş öğesini iptal edin
- Arguments
idrequired — 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"?}]
sift work claimSıradaki uygun yürütülebilir ajan iş öğesini üstlenin
- Arguments
id— Optional specific work item ID- Flags
--agent <value>— Agent alias to claim for--lease <value>— Lease seconds--owner <value>— Claim owner identity
sift work completeYürütülebilir ajan iş öğesini onaylayın ve tamamlayın
- Arguments
idrequired — 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"?}]
sift work contract checkWork Contract V1 dosyasını veya alınmış bir iş öğesini deterministik olarak doğrular.
- Arguments
id— Work item ID to fetch and validate- Flags
--file <value>— Path to a Work Contract V1 JSON file
sift work createYürütülebilir ajan iş öğesi oluşturun
- 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>— 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>— 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>— Queue rank--scope <value>— Included workspace-relative write scope; repeat for multiple paths--task <value>— Parent human planning task ID--title <value>— Executable work item title--verify <value>— Verification commands separated by semicolons--write-scope <value>— Write scope JSON object
sift work dependencies getGet authoritative dependencies and claimability for a work item
- Arguments
idrequired — Work item UUID
sift work dependencies setAtomically replace the authoritative dependencies for a work item
- Arguments
idrequired — Work item UUID- Flags
--depends-on <value>— Dependency JSON array; pass [] to clear dependencies
sift work dependency-policy getGet a project default work-dependency gate
- Flags
--project <value>— Project UUID
sift work dependency-policy setSet a project default work-dependency gate
- Flags
--gate <done|commands_passed>— Default gate for dependencies that omit requiredGate--project <value>— Project UUID
sift work editC2: 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
idrequired — 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>— Observed work item revision--idempotency-key <value>— 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>— 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
sift work failİş öğesini başarısız olarak işaretleyin
- Arguments
idrequired — 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"?}]
sift work getYürütülebilir ajan iş öğesi detaylarını alın
- Arguments
idrequired — Work item ID
sift work heartbeatİş öğesi kiralama süresini uzatın
- Arguments
idrequired — 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"?}]
sift work listYürütülebilir ajan iş öğelerini listeleyin
- 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
sift work releaseSahiplenilen iş öğesini kuyruğa geri bırakın
- Arguments
idrequired — 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"?}]
sift work requeueReturn blocked work to the queue for a fresh claim
- Arguments
idrequired — 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"?}]
sift work reviewYürütülebilir ajan işini insan incelemesi gerektiriyor olarak işaretleyin
- Arguments
idrequired — 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"?}]
sift work revisionsList immutable, attributable work-item revision receipts and field diffs
- Arguments
idrequired — Work item ID- Flags
--limit <value>— Maximum revisions to return
sift work startİş öğesini çalışıyor olarak işaretleyin
- Arguments
idrequired — 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"?}]
sift work verification evidenceSubmit externally executed evidence for an exact plan version and step ID
- Arguments
idrequired — Work item ID- Flags
--artifacts <value>— Artifact reference JSON array for larger logs--attempt <value>— 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>— Execution environment label--exit-code <value>— Process exit code when applicable--outcome <passed|failed|error>— Attempt outcome--output <value>— Bounded output excerpt; secrets are redacted by the API--plan-version <value>— Active verification plan version--provenance <value>— Evidence provenance JSON object--ran-at <value>— RFC3339 execution timestamp--step <value>— Stable verification step UUID
sift work verification historyList immutable verification-plan history and coverage
- Arguments
idrequired — Work item ID
sift work verification planShow the active versioned verification plan and coverage
- Arguments
idrequired — Work item ID
sift work verification reviseCreate an audited active verification-plan revision
- Arguments
idrequired — Work item ID- Flags
--expected-version <value>— Observed active plan version--provenance <value>— Revision provenance JSON object--reason <value>— Audited revision reason--steps <value>— Verification step JSON array--steps-file <value>— Path to a verification step JSON array--yes— Confirm activation without prompting
sift work verifyDeprecated compatibility command. Hosted LLM verification is retired; use verification-command evidence.
- Arguments
idrequired — 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
Worker
Yerel iş yürütücüler.
2 komut
sift worker dispatchTam olarak iki AWS ajan çalışanı için maliyetsiz ve sistemi etkilemeyen bir plan oluşturun
- Flags
--max-runtime-minutes <value>— 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>— Calling control surface; does not change dispatch identity--work-item <value>— Queued Sift work-item UUID; repeat exactly twice
sift worker runYürütülebilir işleri alın, yerel bir worker komutu çalıştırın ve inceleme gerektiren çıktıları bildirin.
- Flags
--agent <value>— Agent alias to claim work for--command <value>— Local command to run for the claimed work item--cwd <value>— Fallback working directory for the local command--lease <value>— Lease seconds--owner <value>— Worker owner fingerprint
Çalışma Alanları
3 komut
sift workspaces currentMevcut Kişisel veya ortak çalışma alanı seçimini gösterir.
sift workspaces listOturum açmış kullanıcının erişebileceği ortak çalışma alanlarını listeler.
sift workspaces useKeşif için bir ortak çalışma alanı seçer ya da bu seçimi temizlemek için Kişisel'i kullanır.
- Arguments
idrequired — Workspace ID, or "personal"
Etkileşimli Copilot
sift interactive komutu; sohbet eden, araçları çalıştıran, kod düzenleyen, paralel ajan dalları oluşturan, iş planlayan ve diyagramlar çizen bir terminal yardımcısı başlatır. Tüm bunlar terminalde, dosya sisteminiz ve Siftable çalışma grafiği üzerinde gerçekleşir.
$ sift interactive
Gereksinimler & başlatma
- Bun gereklidir.
sift interactivekomutu Bun'ı yeniden çalıştırır; yüklü değilsecurl -fsSL https://bun.sh/install | bashkomutunu ekrana basar. - Kimlik doğrulaması gereklidir —
--token,SIFT_TOKENveyasift auth loginüzerinden yapılabilir. - Zihin süreç içinde (in-process) çalışır — başlatılması gereken ayrı bir arka plan hizmeti yoktur.
- Yazma işlemleri çalışma alanı köküyle sınırlıdır — başlatma dizininizin
.gitiçeren en yakın üst dizini./statusbu sınırı raporlar ve yerel yazma yolu bu sınırı zorunlu kılar.
Arayüz
The composer is a full readline-capable text area. Enter submits; Shift+Enter / Ctrl+J insert a newline; submitting while the agent is busy queues your message. !command runs via bash -lc into the transcript (a bare !cd <path> changes the session directory; output clipped to ~4000 chars). Large or structured pastes become a collapsed chip; pasted images are validated, normalized, and attached. ? on an empty composer shows hotkeys.
Slash komutları
Komut menüsünü açmak için / yazın. Gizli komutlar yazılabilir ancak menüde görünmez.
| Command | Group | Description |
|---|---|---|
/help, /hotkeys, /status | Session | Command list, keyboard shortcuts, and current model/scope/queue status |
/cwd [path] | Session | Show or change the working directory (recomputes the workspace root) |
/copy [last|all|explorer] | Session | Copy the latest reply, whole transcript, or latest explorer report to the clipboard |
/clear, /quit | Session | Reset the transcript; exit |
/threads [clear], /compact | Session | Manage the persisted thread; force a context compaction (requires context compaction enabled) |
/model [id] [effort] | Model | Open the model picker or select a model and reasoning effort directly |
/codex [login|on|use|off|logout|status] | Model | Control the Codex (ChatGPT) engine; default subcommand is status |
/key <provider> <key>, /key vault <provider> | Model | Store a provider API key, or hydrate it from Siftable Vault |
/login | Model | Siftable device-code login from inside the TUI |
/explorer | Model | Configure the repo Explorer (context-gathering backend) |
/skills [name] | Skills | List discovered skills, or print one skill's body |
/branches | Branches | Open the parallel-agent branches hub |
/spawn <title> [--rw <globs>|--rw-any|--ro] | Branches | Start a child agent branch in its own git worktree with an access mode |
/merge, /rebase, /sendback, /reject | Branches | Land, replay, resume, or reject a child branch |
/work | Work | Open the work-queue hub (board of agents and items by status) |
/plan [objective | work [--apply] [--after SRC:DST] [--limit N] | view] | Work | Plan from an objective, or compute a precedence DAG over the agent work queue as a Mermaid graph |
/handoff <title> [--agent ..] [--files ..] [--acceptance ..] [--verify ..] | Work | Create a Siftable work item from the current context |
/proof <claim>, /remember <fact> --category <..> | Work | Gather code/test evidence; store durable code memory |
/crew [list|show|new|run], /collab | Crews | Manage and run multi-agent crews; show in-process collaboration sessions |
/mermaid [request|file.mmd|source], /view | Diagrams | Render Mermaid (NL request, file, or source) in the terminal; open the pannable viewer |
/theme, /sounds [on|off] | Appearance | Open the appearance picker; toggle UI sounds |
Modeller ve motorlar
The model picker (/model) is two-stage: choose a model, then a reasoning effort (saved to ~/.siftable/prefs.json). The catalog includes GPT-5.6 Sol, Terra, and Luna (ChatGPT plan via the Codex engine — /codex login / /codex on select Sol by default), Claude Opus 4.8 (OpenRouter or direct Anthropic with ANTHROPIC_API_KEY), Claude Sonnet 4.6 / Haiku 4.5, Gemini 3.x Flash / Flash-Lite, GPT-5.4 mini / nano, and Morph v3 Large (apply-only). Codex drives the OpenAI codex app-server sidecar (ChatGPT device-code login). All other providers route through the bundled OpenFunction agent via <PROVIDER>_API_KEY. /key vault <provider> hydrates a key from Siftable Vault behind an approval prompt; the secret is never printed or written to disk.
Repo Explorer
/explorer configures repository context gathering before a turn. Modes: auto, off, deterministic, scout, fanout, warpgrep. Pick a scout model and budget (cheap/normal/deep). warpgrep needs MORPH_API_KEY (auto-hydrated from Vault when available). Settings persist in prefs.json.
Yetenekler
SKILL.md yetenekleri (proje > kullanıcı > yerleşik) <root>/{.sift,.claude,.codex,.agents}/skills, ~/.claude|.codex|.agents/skills, ~/.config/sift/skills dizinlerinden ve paketle gelenlerden taranır. Agent bir yeteneği araç üzerinden çağırabilir; sistem isteminde yaklaşık 50 taneye kadar yetenek sunulur.
Klavye kısayolları
Katmanlar klavyeyi öncelikli olarak yakaladığı için tuş atamaları moda özeldir.
- Enter submit (queues if busy) · Shift+Enter/Ctrl+J newline · Tab complete a lone
/foo· ↑/↓ prompt history - Esc abort turn → clear draft → deselect · Ctrl+C abort → clear → deselect → quit (never copies) · Ctrl+D quit on empty draft
- Cmd/Super+A select all · Cmd+C/Ctrl+Shift+C copy selection or latest reply · Ctrl+O Explorer diagnostics · ? hotkeys
- Approval gate: y/Enter allow once · a always · b bypass-all · n/Esc deny
Yerel hızlandırma
Performans açısından kritik yollar (bağlam sıkıştırma, uzun iş parçacığı belleği, dosya sistemi tarama, birleştirme orkestrasyonu, görsel işleme), Bun FFI aracılığıyla yüklenen yerel Zig modülleri üzerinden çalışır ve her birinin TypeScript tabanlı bir yedeği bulunur. Paket, macOS (Apple Silicon) ve Linux (x64) için önceden derlenmiş kütüphanelerle birlikte gelir; diğer platformlar yedek mekanizmasını kullanır. Yedekleri zorunlu kılmak için SIFT_NO_NATIVE=1, canlı bağlam-token sayacını ve iş parçacığı sürekliliğini etkinleştirmek için SIFT_CONTEXT_COMPACTION=1 ayarını kullanın.
Görünüm & ses
/theme komutu 10 farklı tema sunar (varsayılan "sieve" — antrasit üzerine sıcak kehribar); ayarlar ~/.siftable/appearance.json dosyasına kaydedilir. /sounds arayüz seslerini açıp kapatır (varsayılan olarak kapalıdır); tercihler ~/.siftable/sounds.json dosyasına kaydedilir ve SIFT_SOUNDS ile değiştirilebilir.
The copilot is read-only by default; write/edit tools are scoped to the workspace root and gated by a four-way approval prompt (allow once / always / bypass-all / deny). With nothing listening, requests deny. Auto-approve environment overrides are always scrubbed at launch.
Tüm komutları, tuş atamalarını, ortam değişkenlerini ve yapılandırma dosyalarını içeren tam referans: GitHub'daki docs/interactive.md.