Documentation Reference · 06

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.

ਤੁਰੰਤ ਸ਼ੁਰੂਆਤ

ਆਪਣੇ ਏਜੰਟ ਨੂੰ 5 ਮਿੰਟਾਂ ਤੋਂ ਵੀ ਘੱਟ ਸਮੇਂ ਵਿੱਚ ਕਨੈਕਟ ਕਰੋ।

1. ਇੱਕ ਨਿੱਜੀ ਐਕਸੈਸ ਟੋਕਨ ਪ੍ਰਾਪਤ ਕਰੋ

Log in to Siftable, go to Settings → API Tokens, and create a new token. Tokens are scoped — you choose which domains the token can access.

2. ਆਪਣੇ MCP ਕਲਾਇੰਟ ਨੂੰ ਕੌਂਫਿਗਰ ਕਰੋ

Siftable ਨੂੰ ਆਪਣੇ ਏਜੰਟ ਦੀ MCP ਕੌਂਫਿਗਰੇਸ਼ਨ ਵਿੱਚ ਸ਼ਾਮਲ ਕਰੋ। ਇਹ Claude Code, Cursor, Windsurf, ਅਤੇ ਕਿਸੇ ਵੀ MCP-ਅਨੁਕੂਲ ਕਲਾਇੰਟ ਨਾਲ ਕੰਮ ਕਰਦਾ ਹੈ।

claude_code_config.json
{
  "mcpServers": {
    "siftable": {
      "url": "https://siftable.io/api/v1/mcp/sse",
      "headers": {
        "Authorization": "Bearer sift_pat_your_token_here"
      }
    }
  }
}

3. ਕਨੈਕਸ਼ਨ ਦੀ ਪੁਸ਼ਟੀ ਕਰੋ

ਆਪਣੇ ਏਜੰਟ ਨੂੰ ਆਪਣੇ ਪ੍ਰੋਜੈਕਟਾਂ ਜਾਂ ਕੰਮਾਂ ਦੀ ਸੂਚੀ ਬਣਾਉਣ ਲਈ ਕਹੋ। ਜੇਕਰ ਇਹ ਡੇਟਾ ਵਾਪਸ ਕਰਦਾ ਹੈ, ਤਾਂ ਤੁਸੀਂ ਕਨੈਕਟ ਹੋ ਗਏ ਹੋ।

Example agent interaction
# 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

The Siftable CLI gives you the full command surface — 169 commands across every domain — from your terminal. Same API, same data, same permissions, plus an interactive copilot. The binary installs as sift (with siftable and the exf compatibility alias).

1. Install

Terminal
npm install  -g @siftable/cli     # npm · current: @siftable/cli@0.5.29
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.

Terminal
$ 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

Terminal
$ 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.

ਪ੍ਰਮਾਣਿਕਤਾ

Siftable ਦੋ ਪ੍ਰਮਾਣਿਕਤਾ (authentication) ਤਰੀਕਿਆਂ ਦਾ ਸਮਰਥਨ ਕਰਦਾ ਹੈ। ਇੰਟਰਐਕਟਿਵ CLI ਸੈਸ਼ਨਾਂ ਲਈ ਡਿਵਾਈਸ ਫਲੋ ਦੀ ਵਰਤੋਂ ਕਰੋ, ਜਾਂ MCP ਕਲਾਇੰਟਸ ਅਤੇ CI/CD ਲਈ ਨਿੱਜੀ ਐਕਸੈਸ ਟੋਕਨਾਂ (Personal Access Tokens) ਦੀ ਵਰਤੋਂ ਕਰੋ।

ਡਿਵਾਈਸ ਫਲੋ (CLI)

exf auth login ਚਲਾਓ। CLI ਤੁਹਾਡਾ ਬ੍ਰਾਊਜ਼ਰ ਖੋਲ੍ਹਦਾ ਹੈ, ਤੁਸੀਂ Google ਨਾਲ ਸਾਈਨ ਇਨ ਕਰਦੇ ਹੋ ਅਤੇ ਡਿਵਾਈਸ ਕੋਡ ਨੂੰ ਮਨਜ਼ੂਰੀ ਦਿੰਦੇ ਹੋ। ਇੱਕ PAT ਜਨਰੇਟ ਹੁੰਦਾ ਹੈ ਅਤੇ ਆਪਣੇ ਆਪ ~/.config/exf/ ਵਿੱਚ ਸਟੋਰ ਹੋ ਜਾਂਦਾ ਹੈ। ਕਾਪੀ-ਪੇਸਟ ਕਰਨ ਲਈ ਕੋਈ ਟੋਕਨ ਨਹੀਂ।

ਨਿੱਜੀ ਪਹੁੰਚ ਟੋਕਨ (MCP & API)

MCP ਕਲਾਇੰਟਸ ਅਤੇ ਪ੍ਰੋਗਰਾਮੇਟਿਕ ਐਕਸੈਸ ਲਈ, Settings → API Tokens ਵਿੱਚ ਇੱਕ ਟੋਕਨ ਬਣਾਓ। ਇਸਨੂੰ Authorization ਹੈਡਰ ਵਿੱਚ ਪਾਸ ਕਰੋ:

HTTP Header
Authorization: Bearer sift_pat_your_token_here

ਟੋਕਨ ਖਾਸ ਡੋਮੇਨਾਂ (ਸਿਰਫ਼-ਕਾਰਜ, ਸਿਰਫ਼-ਕੈਲੰਡਰ, ਪੂਰੀ ਪਹੁੰਚ, ਆਦਿ) ਤੱਕ ਸੀਮਿਤ ਹਨ। CI ਪਾਈਪਲਾਈਨਾਂ ਲਈ, EXF_PAT ਨੂੰ ਇੱਕ ਵਾਤਾਵਰਣ ਵੇਰੀਏਬਲ ਵਜੋਂ ਸੈੱਟ ਕਰੋ।

Auth Commands
$ sift auth login
$ sift auth status
$ sift auth logout

ਟੋਕਨ ਸਕੋਪ ਅਤੇ ਉਪਲਬਧ ਰਾਈਟ ਓਪਰੇਸ਼ਨ ਤੁਹਾਡੀ ਵਰਕਸਪੇਸ ਕੌਨਫਿਗਰੇਸ਼ਨ ਅਤੇ ਪਲਾਨ 'ਤੇ ਨਿਰਭਰ ਕਰਦੇ ਹਨ। ਆਪਣੇ ਖਾਤੇ ਦੀਆਂ ਮੌਜੂਦਾ ਹੱਦਾਂ ਲਈ ਸੈਟਿੰਗਾਂ → API ਟੋਕਨ ਅਤੇ ਕੀਮਤਾਂ ਦੀ ਜਾਂਚ ਕਰੋ।

MCP ਕਨੈਕਸ਼ਨ

Siftable uses the Server-Sent Events (SSE) transport for MCP. The endpoint is:

MCP Endpoint
https://siftable.io/api/v1/mcp/sse

ਕਿਸੇ ਵੀ MCP ਕਲਾਇੰਟ ਦੇ ਅਨੁਕੂਲ ਜੋ SSE ਟ੍ਰਾਂਸਪੋਰਟ ਦਾ ਸਮਰਥਨ ਕਰਦਾ ਹੈ: Claude Code, Claude Desktop, Cursor, Windsurf, Continue, ਅਤੇ MCP SDK ਦੀ ਵਰਤੋਂ ਕਰਦੇ ਹੋਏ ਕਸਟਮ ਲਾਗੂਕਰਨ।

ਕੰਮ

Task Domain 6 tools
MCP ToolCLIAccessDescription
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.
CLI Examples
$ 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"}

ਕੈਲੰਡਰ

Calendar Domain 4 tools
MCP ToolCLIAccessDescription
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.
CLI Examples
$ 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

ਪ੍ਰੋਜੈਕਟ

Project Domain 5 tools
MCP ToolCLIAccessDescription
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.

ਗਿਆਨ

Knowledge Domain 6 tools
MCP ToolCLIAccessDescription
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

Dataset Domain 19 commands

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.

CapabilityCLIAccessDescription
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.
CLI Examples
$ 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"}]'

ਲੋਕ

People Domain 5 tools
MCP ToolCLIAccessDescription
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.

Codebase

Codebase Domain 12 tools

Index your repositories for semantic code search. Siftable parses your code into symbols and embeddings for fast retrieval.

MCP ToolCLIAccessDescription
codebase_list sift codebase list READ List all indexed repositories.
codebase_register sift codebase register WRITE Register a repository for indexing. Set root path, name, include/exclude patterns.
codebase_status sift codebase status READ Check indexing status for a repository.
codebase_index sift codebase WRITE Full index: scan and upload all files matching patterns.
codebase_index_incremental sift codebase incremental WRITE Git-aware incremental index. Only processes changed files since last index.
codebase_search sift codebase search READ Semantic code search. Filter by repository, language, symbol type (function, class, interface, type, export, impl).
codebase_snapshot_status sift codebase snapshot READ Get the latest index snapshot for a repository, optionally filtered by branch or materialized for download.
codebase_delete sift codebase delete DELETE Delete a repository and all indexed code data.
code_who_knows sift code who-knows READ Find developers with expertise in a code area. Based on git history and contribution patterns.
code_compute_expertise sift code expertise WRITE Refresh the expertise index for a repository.
code_history sift code history READ Get commit history. Filter by file path.
git_blame_symbol sift code blame READ Git blame for a file or line range. Shows who last modified each line.
Related Code CLI
$ sift code history <repo-id> --path src/auth/service.ts
$ sift code blame src/auth/service.ts --root .
$ sift code expertise <repo-id>
$ sift code who-knows <repo-id> src/auth
$ sift code link <task-id> --repo <repo-id> --file src/auth/service.ts

Code Memory

Code Memory Domain 4 tools

ਆਪਣੇ ਕੋਡਬੇਸ ਬਾਰੇ ਤੱਥਾਂ ਨੂੰ ਸਟੋਰ ਕਰੋ ਅਤੇ ਪ੍ਰਾਪਤ ਕਰੋ। ਆਰਕੀਟੈਕਚਰ ਦੇ ਫੈਸਲੇ, ਸੰਮੇਲਨ, ਗੋਟਚਾਸ (gotchas), ਮਾਲਕੀ — ਸਥਾਈ ਗਿਆਨ ਜੋ ਸੈਸ਼ਨਾਂ ਦੌਰਾਨ ਬਣਿਆ ਰਹਿੰਦਾ ਹੈ।

MCP ToolCLIAccessDescription
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.

ਦਸਤਾਵੇਜ਼

Document Domain 1 command
MCP ToolCLIAccessDescription
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

Vault Domain 5 tools

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 ToolCLIAccessDescription
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.
CLI Examples
$ 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 read <id>
# Retired: opens no secret. Use the first-party web Vault.

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.

MCP
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")
CLI
$ 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.

CLI
# 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.

MCP (agent prompt)
# 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.
CLI
$ sift calendar list --start 2026-02-26 --end 2026-02-26
$ sift tasks list --status completed --limit 20 --json | jq '.[] | .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.

CLI
$ 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

Idempotency

Write operations (task_create, note_create, calendar_create_event, etc.) accept an optional idempotencyKey parameter. If you retry a request with the same key, Siftable returns the original result instead of creating a duplicate.

Idempotent task creation
task_create(
  title: "Review PR #247",
  priority: "do_now",
  idempotencyKey: "agent-run-42-task-pr247"
)

# Safe to retry. Same key = same result.

ਇਜਾਜ਼ਤਾਂ

ਟੋਕਨ ਪ੍ਰਤੀ ਡੋਮੇਨ ਸਕੋਪ ਕੀਤੇ ਗਏ ਹਨ। ਸਿਰਫ਼-ਕੈਲੰਡਰ ਵਾਲਾ ਟੋਕਨ ਕੰਮਾਂ ਜਾਂ ਲੋਕਾਂ ਨੂੰ ਨਹੀਂ ਪੜ੍ਹ ਸਕਦਾ। ਆਪਣੇ ਟੋਕਨਾਂ ਨੂੰ ਘੱਟੋ-ਘੱਟ ਪਹੁੰਚ ਤੱਕ ਸੀਮਤ ਕਰੋ ਜਿਸਦੀ ਤੁਹਾਡੇ ਏਜੰਟ ਨੂੰ ਲੋੜ ਹੈ।

ਉਪਲਬਧ ਸਕੋਪ:

  • tasks:read / tasks:write — Task listing, CRUD, and completion
  • calendar:read / calendar:write — Event listing and creation
  • projects:read / projects:write — Project management and context
  • knowledge:read / knowledge:write — Notes, search, document upload
  • people:read / people:write — Contact search and CRM updates
  • work:read / work:write — Agent work queue items
  • org:read — Workspace org metadata
  • mcp:* — All MCP operations (recommended for IDE and agent use)

ਉਪਲਬਧ ਰਾਈਟ ਓਪਰੇਸ਼ਨ ਤੁਹਾਡੇ ਟੋਕਨ ਸਕੋਪ ਅਤੇ ਮੌਜੂਦਾ ਵਰਕਸਪੇਸ ਪਲਾਨ 'ਤੇ ਨਿਰਭਰ ਕਰਦੇ ਹਨ। ਪ੍ਰੋਡਕਸ਼ਨ ਵਿੱਚ ਰਾਈਟਸ 'ਤੇ ਭਰੋਸਾ ਕਰਨ ਤੋਂ ਪਹਿਲਾਂ ਆਪਣੇ ਜਾਰੀ ਕੀਤੇ ਟੋਕਨ ਅਤੇ ਮੌਜੂਦਾ ਕੀਮਤਾਂ ਵਾਲੇ ਪੰਨੇ ਦੀ ਜਾਂਚ ਕਰੋ।

CLI ਕਮਾਂਡ ਰੈਫਰੈਂਸ

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).

ਹਰ ਕਮਾਂਡ ਇਹ ਗਲੋਬਲ ਫਲੈਗ ਵੀ ਸਵੀਕਾਰ ਕਰਦੀ ਹੈ: --json (raw JSON ਆਉਟਪੁੱਟ), --token / SIFT_TOKEN, --api-url / SIFT_API_URL (ਡਿਫੌਲਟ https://siftable.io), --workspace / SIFT_WORKSPACE_ID, ਅਤੇ --no-input (ਪ੍ਰੋਂਪਟ ਬੰਦ ਕਰਨ ਲਈ)। ਡੇਟਾ ਮਿਟਾਉਣ ਵਾਲੀਆਂ ਕਮਾਂਡਾਂ ਲਈ --confirm ਜਾਂ -y ਜ਼ਰੂਰੀ ਹੈ।

ਆਮ

ਮੁੱਖ ਕਮਾਂਡਾਂ ਅਤੇ ਜਾਂਚ।

6 ਕਮਾਂਡਾਂ
Shellsift
sift capabilities

Siftable CLI ਦੀਆਂ ਸਮਰੱਥਾਵਾਂ ਅਤੇ ਤਿਆਰੀ ਦੀ ਸਥਿਤੀ ਦਿਖਾਓ

Shellsift
sift codebase

ਕੋਡਬੇਸ ਨੂੰ ਇੰਡੈਕਸ ਕਰੋ (ਫ਼ਾਈਲਾਂ ਸਕੈਨ ਅਤੇ ਅੱਪਲੋਡ ਕਰੋ)

Arguments
id — Repository ID
Flags
--exclude <value> — Comma-separated exclude glob patterns
--include <value> — Comma-separated include glob patterns
--incremental — Git-aware incremental index (changed files only)
--path <value> — Absolute path to repository root
Shellsift
sift commands

ਏਜੰਟ-ਫ੍ਰੈਂਡਲੀ ਕਮਾਂਡ ਟੌਪਿਕਸ ਅਤੇ ਵਰਕਫ਼ਲੋ ਐਂਟਰੀ ਪੁਆਇੰਟਸ ਦਿਖਾਓ

Shellsift
sift doctor

ਗੁਪਤ ਜਾਣਕਾਰੀ ਦਿਖਾਏ ਬਿਨਾਂ ਲੋਕਲ Siftable CLI ਕਨਫ਼ੀਗਰੇਸ਼ਨ ਦੀ ਪੜਤਾਲ ਕਰੋ

Shellsift
sift interactive

Siftable ਟਰਮੀਨਲ ਕੋਪਾਇਲਟ (sift interactive) ਸ਼ੁਰੂ ਕਰੋ — ਤੁਹਾਡੇ ਕੰਮਾਂ, ਕੰਮਕਾਜ, ਕੈਲੰਡਰ, ਪ੍ਰੋਜੈਕਟਾਂ ਅਤੇ ਲੋਕਾਂ ਲਈ ਇੱਕ AI ਸਹਾਇਕ।

Flags
--connected-models — List eligible connected models and exit
--connection <value> needs model — Select a Model Connection UUID for a gateway invocation
--max-output-tokens <value> needs prompt — Maximum connected-model output tokens (1-32768)
--model <value> — Select an eligible connected model for a gateway invocation
--prompt <value> needs model — Invoke the selected connected model once and exit
--stream needs prompt — Consume selected connected-model output incrementally
Shellsift
sift mermaid

ਟਰਮੀਨਲ ਵਿੱਚ Mermaid ਡਾਇਗ੍ਰਾਮ (flowchart, sequence, state, class, ER, C4, architecture, mindmap) ਰੈਂਡਰ ਕਰੋ। ਇਹ .mmd ਫ਼ਾਈਲ ਜਾਂ stdin ਨੂੰ ਪੜ੍ਹਦਾ ਹੈ।

Arguments
file — Path to a .mmd file (omit to read stdin)
Flags
--ascii — Use ASCII glyphs instead of Unicode box drawing
--color <none|truecolor> default: "truecolor" — Color mode
--height <value> — Fit into an exact N-row pane (pads/clips)
--max-height <value> — Bound the diagram to N rows (no padding)
--max-width <value> — Bound the diagram to N columns (no padding)
--overflow <allow|clip|error> default: "clip" — What to do when the diagram exceeds the bounds
--unicode — Use Unicode box drawing (default)
--width <value> — Fit into an exact N-column pane (pads/clips)

ਏਜੰਟ

ਏਜੰਟ ਏਲੀਅਸ।

6 ਕਮਾਂਡਾਂ
Shellsift
sift agents create

ਏਜੰਟ ਏਲੀਅਸ ਬਣਾਓ

Flags
--alias <value> required — Stable alias slug, e.g. codex
--capabilities <value> — Capabilities JSON object
--hidden — Hide from normal user-visible lists
--name <value> — Display name
--operator <value> — Linked daemon/operator ID
--permissions <value> — Default permissions JSON object
--type <value> default: "custom" — Agent type
Shellsift
sift agents disable

ਏਜੰਟ ਏਲੀਅਸ ਡਿਸੇਬਲ ਕਰੋ

Arguments
alias required — Agent alias or ID
Shellsift
sift agents get

ਏਜੰਟ ਏਲੀਅਸ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
alias required — Agent alias or ID
Shellsift
sift agents list

ਏਜੰਟ ਏਲੀਅਸਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Flags
--include-disabled — Include disabled aliases
Shellsift
sift agents update

ਏਜੰਟ ਏਲੀਅਸ ਅੱਪਡੇਟ ਕਰੋ

Arguments
alias required — Agent alias or ID
Flags
--capabilities <value> — Capabilities JSON object
--hidden — Hide from normal user-visible lists
--name <value> — Display name
--operator <value> — Linked daemon/operator ID
--permissions <value> — Default permissions JSON object
--status <active|disabled> — Alias status
--type <value> — Agent type
--visible — Show in normal user-visible lists
Shellsift
sift agents work

ਏਜੰਟ ਏਲੀਅਸ ਨੂੰ ਸੌਂਪੇ ਗਏ ਕੰਮਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Arguments
alias required — Agent alias or ID
Flags
--limit <value> — Maximum results
--status <value> — Work item status

Ai

5 commands
Shellsift
sift ai connect

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

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

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

Flags
--connection <value> required — Model Connection UUID returned by sift ai list
--max-output-tokens <value> — Maximum output tokens (1-32768)
--model <value> required — Eligible model ID returned by sift ai list
--prompt <value> required — Prompt text
--stream — Consume and print incremental connected-model output
Shellsift
sift ai list

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

Shellsift
sift ai status

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

Arguments
connection — Optional Model Connection UUID
Shellsift
sift ai usage

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

Flags
--from <value> — ISO-8601 period start
--to <value> — ISO-8601 period end

Approvals

2 commands
Shellsift
sift approvals request

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

Flags
--action <value> required — Governed action identifier
--destination <value> default: "{}" — Destination binding JSON object
--expires-in <value> — Approval lifetime in seconds (30-600)
--operation <value> required — Operation identifier
--purpose <value> required — Human-readable non-secret purpose
--resource-id <value> required — Resource identifier
--resource-type <value> required — Resource type identifier
Shellsift
sift approvals status

Inspect a governed approval requested by this CLI identity

Arguments
id required — Approval ID

Auth

Authentication ਕਮਾਂਡਾਂ।

3 ਕਮਾਂਡਾਂ
Shellsift
sift auth login

Siftable ਨਾਲ Authentication ਕਰੋ

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

ਸੇਵ ਕੀਤੀ Authentication ਹਟਾਓ

Shellsift
sift auth status

Authentication ਸਥਿਤੀ ਦੇਖੋ

Billing

4 commands
Shellsift
sift billing fallback decide

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

Flags
--decision <allow|deny|always_allow> required
--monthly-cap-micros <value> — Monthly micro-USD cap for always_allow
--quote <value> required — Server-issued operation quote ID
Shellsift
sift billing fallback policy

Read or update the workspace personal-fallback policy

Flags
--disabled — Disable and revoke personal fallback
--enabled — Enable personal fallback
Shellsift
sift billing fallback revoke

Revoke one of your active personal-fallback consents

Arguments
consentId required
Shellsift
sift billing fallback status

Show your active personal-fallback decisions for a workspace

ਕੈਲੰਡਰ

ਕੈਲੰਡਰ ਈਵੈਂਟ।

4 ਕਮਾਂਡਾਂ
Shellsift
sift calendar create

ਕੈਲੰਡਰ ਈਵੈਂਟ ਬਣਾਓ

Flags
--description <value> — Event description
--end <value> required — End time (ISO 8601)
--location <value> — Event location
--start <value> required — Start time (ISO 8601)
--title <value> required — Event title
Shellsift
sift calendar delete

ਕੈਲੰਡਰ ਈਵੈਂਟ ਮਿਟਾਓ

Arguments
id required — Event ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift calendar list

ਕੈਲੰਡਰ ਈਵੈਂਟਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Flags
--end <value> — End date (ISO 8601)
--limit <value> — Maximum number of results
--start <value> — Start date (ISO 8601)
Shellsift
sift calendar update

ਕੈਲੰਡਰ ਈਵੈਂਟ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Event ID
Flags
--description <value> — Event description
--end <value> — End time (ISO 8601)
--location <value> — Event location
--start <value> — Start time (ISO 8601)
--title <value> — Event title

Capabilities

5 commands
Shellsift
sift capabilities create

Create a reviewed server-brokered Vault capability

Flags
--adapter <value> required — Reviewed static adapter ID
--expires-in <value> — Lifetime in seconds (300-2592000)
--field <value> default: "value" — Credential payload field
--operation <value> required — Comma-separated allowlisted operations
--provider <value> required — Provider ID
--purpose <value> required — Non-secret human-readable purpose
--vault-entry <value> required — Vault entry UUID
Shellsift
sift capabilities describe

Describe safe metadata for one Vault capability

Arguments
id required — Capability metadata ID
Shellsift
sift capabilities execute

Execute one typed operation through a Vault capability handle

Flags
--approval <value> — Governed approval UUID when required
--handle <value> required — Opaque vcap_ capability handle
--idempotency-key <value> — Stable 8-128 character key for safe retries
--input <value> default: "{}" — Typed operation input JSON object
--operation <value> required — Allowlisted operation
Shellsift
sift capabilities list

List safe metadata for Vault capability handles

Shellsift
sift capabilities revoke

Revoke a Vault capability

Arguments
id required — Capability metadata ID

ਕੋਡ

ਕੋਡ ਟੂਲ।

9 ਕਮਾਂਡਾਂ
Shellsift
sift code blame

ਫ਼ਾਈਲ ਲਈ Git blame

Arguments
file required — Relative file path
Flags
--root <value> default: "." — Repository root path
Shellsift
sift code expertise

ਰਿਪੋਜ਼ਟਰੀ ਲਈ ਡਿਵੈਲਪਰ ਐਕਸਪਰਟੀਜ਼ ਇੰਡੈਕਸ ਰਿਫ਼੍ਰੈਸ਼ ਕਰੋ

Arguments
repo required — Repository ID
Shellsift
sift code history

ਰਿਪੋਜ਼ਟਰੀ ਲਈ ਕਮਿਟ ਹਿਸਟਰੀ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
repo required — Repository ID
Flags
--limit <value> — Maximum number of results
--path <value> — Filter by file path
Shellsift
sift code link

ਕਿਸੇ ਕੰਮ ਨੂੰ ਕੋਡ (ਫ਼ਾਈਲ, ਕਮਿਟ, ਜਾਂ ਰਿਪੋਜ਼ਟਰੀ) ਨਾਲ ਲਿੰਕ ਕਰੋ

Arguments
task-id required — Task ID
Flags
--commit <value> — Commit SHA
--file <value> — File path
--notes <value> — Notes about the link
--repo <value> required — Repository ID
Shellsift
sift code memory delete

ਸੇਵ ਕੀਤਾ ਕੋਡਬੇਸ ਤੱਥ ਮਿਟਾਓ

Arguments
id required — Memory ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift code memory list

ਸੇਵ ਕੀਤੇ ਕੋਡਬੇਸ ਤੱਥਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Flags
--limit <value> — Maximum number of results
--repo <value> — Repository ID
Shellsift
sift code memory search

ਕੋਡਬੇਸ ਦੇ ਸੇਵ ਕੀਤੇ ਤੱਥ ਖੋਜੋ

Arguments
query required — Search query
Flags
--category <architecture|integration|convention|entrypoint|gotcha|ownership> — Filter by category
--limit <value> — Maximum number of results
--repo <value> — Repository ID
Shellsift
sift code memory store

ਕੋਡਬੇਸ ਦਾ ਕੋਈ ਤੱਥ ਸੇਵ ਕਰੋ

Flags
--category <architecture|integration|convention|entrypoint|gotcha|ownership> required — Fact category
--evidence-chunk <value> repeatable — Historical indexed chunk ID supporting the fact
--fact <value> required — Fact to store (1-2 sentences)
--file <value> — Related file path
--repo <value> — Repository ID
Shellsift
sift code who-knows

ਕੋਡ ਦੇ ਕਿਸੇ ਖੇਤਰ ਲਈ ਮਾਹਿਰ ਲੱਭੋ

Arguments
repo required — Repository ID
area required — Path, glob, or symbol
Flags
--limit <value> — Maximum number of results

ਕੋਡਬੇਸ

ਕੋਡ ਇੰਡੈਕਸਿੰਗ ਅਤੇ ਖੋਜ।

7 ਕਮਾਂਡਾਂ
Shellsift
sift codebase delete

ਰਿਪੋਜ਼ਟਰੀ ਅਤੇ ਸਾਰਾ ਇੰਡੈਕਸ ਕੀਤਾ ਡਾਟਾ ਮਿਟਾਓ

Arguments
id required — Repository ID
Flags
-y, --yes — Skip plan confirmation
Shellsift
sift codebase incremental

git ਰਾਹੀਂ ਬਦਲੀਆਂ ਫ਼ਾਈਲਾਂ ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਕੋਡਬੇਸ ਨੂੰ ਇੰਕਰੀਮੈਂਟਲ ਤਰੀਕੇ ਨਾਲ ਇੰਡੈਕਸ ਕਰੋ

Arguments
id required — Repository ID
Flags
--exclude <value> — Comma-separated exclude glob patterns
--include <value> — Comma-separated include glob patterns
--path <value> required — Absolute path to repository root
Shellsift
sift codebase list

ਇੰਡੈਕਸ ਕੀਤੀਆਂ ਰਿਪੋਜ਼ਟਰੀਆਂ ਦੀ ਲਿਸਟ ਦੇਖੋ

Shellsift
sift codebase register

ਇੰਡੈਕਸਿੰਗ ਲਈ ਕੋਡਬੇਸ ਰਜਿਸਟਰ ਕਰੋ

Flags
--auto-index — Enable automatic indexing
--name <value> required — Repository name
--path <value> required — Absolute path to repository root
--project <value> — Project ID to associate
Shellsift
sift codebase search

ਸਿਮੈਂਟਿਕ ਕੋਡ ਖੋਜ

Arguments
query required — Search query
Flags
--language <value> — Filter by language
--limit <value> — Maximum number of results
--project <value> — Project ID
--repo <value> — Repository ID
--symbol-type <function|class|interface|type|export|impl> — Filter by symbol type
Shellsift
sift codebase snapshot

ਰਿਪੋਜ਼ਟਰੀ ਲਈ ਨਵੀਨਤਮ ਇੰਡੈਕਸ ਸਨੈਪਸ਼ਾਟ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Repository ID
Flags
--branch <value> — Filter by branch
--materialize — Generate a download URL for the snapshot
Shellsift
sift codebase status

ਰਿਪੋਜ਼ਟਰੀ ਦੀ ਇੰਡੈਕਸਿੰਗ ਸਥਿਤੀ ਚੈੱਕ ਕਰੋ

Arguments
id required — Repository ID

Codex

Codex ਆਟੋਮੇਸ਼ਨ ਸਹਾਇਕ।

1 ਕਮਾਂਡ
Shellsift
sift codex daily-review collect

Codex ਦੀ ਰੋਜ਼ਾਨਾ ਕੰਮ ਦੀ ਸਮੀਖਿਆ ਲਈ Siftable ਅਤੇ ਲੋਕਲ git ਦਾ ਰੀਡ-ਓਨਲੀ ਸੰਦਰਭ ਇਕੱਠਾ ਕਰੋ

Flags
--calendar-days <value> default: 7 — Calendar lookahead days
--limit <value> default: 20 — Maximum records per source
--skip-git — Skip local git summary

ਡੇਟਾਸੈੱਟ

ਸਟ੍ਰਕਚਰਡ ਡਾਟਾਸੈੱਟ।

41 ਕਮਾਂਡਾਂ
Shellsift
sift datasets add

ਡੇਟਾਸੈੱਟ ਵਿੱਚ ਰਿਕਾਰਡ ਜੋੜੋ

Arguments
id required — Dataset ID
Flags
--record <value> repeatable — Record as JSON object, e.g. '{"name":"Alice","age":"30"}'
--records <value> — Multiple records as JSON array
Shellsift
sift datasets aggregate

ਗਰੁੱਪ ਕੀਤੇ ਮੈਟ੍ਰਿਕਸ (count, avg, sum, min, max, median, stddev, percentile, ratio) ਨਾਲ ਡੇਟਾਸੈੱਟ ਰਿਕਾਰਡਾਂ ਨੂੰ ਐਗਰੀਗੇਟ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--filters <value> — JSON array of filters
--group-by <value> — Comma-separated field names to group by
--having <value> — JSON array of having clauses [{metric, operator, value}]
--limit <value> default: 100 — Max rows
--metrics <value> — JSON array of metrics [{operation, field, as}]
--sorts <value> — JSON array of sorts
Shellsift
sift datasets analyze

ਡੇਟਾਸੈੱਟ ਲਈ ਕੁਦਰਤੀ ਭਾਸ਼ਾ ਵਿੱਚ ਸਹੀ ਜਾਣਕਾਰੀ ਤਿਆਰ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--filters <value> — JSON array of filters
--focus-fields <value> — Comma-separated field names to focus analysis on
--max-insights <value> default: 5 — Max insights to generate
--mode <descriptive|operational> — Analysis mode
--signal-limit <value> — Max decision signals to return
Shellsift
sift datasets apply-diff

ਸੇਵ ਕੀਤੇ ਡੇਟਾਸੈੱਟ ਡਿਫ਼ (diff) ਪਲਾਨ ਨੂੰ ਲਾਗੂ ਕਰੋ

Arguments
plan required — Path to a local diff plan or persisted diff plan ID
Flags
--yes — Confirm applying the saved diff plan without prompting
Shellsift
sift datasets archive

ਫਿਜ਼ੀਕਲ ਟੇਬਲ ਨੂੰ ਹਟਾਏ ਬਿਨਾਂ ਡੇਟਾਸੈੱਟ ਨੂੰ ਆਰਕਾਈਵ ਕਰੋ

Arguments
id required — Dataset ID
Flags
-y, --yes — Confirm dataset archival without prompting
Shellsift
sift datasets bucket

ਨਿਊਮੈਰਿਕ ਜਾਂ ਤਾਰੀਖ਼ ਵਾਲੇ ਫ਼ੀਲਡ ਨੂੰ ਰੇਂਜਾਂ ਵਿੱਚ ਵੰਡੋ ਅਤੇ ਹਰੇਕ ਬਕਟ ਲਈ ਐਗਰੀਗੇਟ ਮੈਟ੍ਰਿਕਸ ਦੇਖੋ

Arguments
id required — Dataset ID
Flags
--boundaries <value> — Comma-separated boundary values (omit for auto-bucketing)
--bucket-count <value> — Number of auto-buckets (default: 5)
--field <value> required — Field to bucket
--filters <value> — JSON array of filters
--metrics <value> — JSON array of metrics
Shellsift
sift datasets cleanup

ਲਾਈਫਸਾਈਕਲ-ਟੈਗ ਕੀਤੇ ਸਕ੍ਰੈਚ ਡੇਟਾਸੈੱਟਾਂ ਦੀ ਸਫ਼ਾਈ ਦੀ ਯੋਜਨਾ ਬਣਾਓ ਜਾਂ ਲਾਗੂ ਕਰੋ

Flags
--dry-run — Return a deterministic cleanup plan without deleting datasets
--lifecycle <value> — Lifecycle kind to clean, e.g. scratch, benchmark, research-run
--limit <value> default: 100 — Maximum lifecycle datasets to inspect
--now <value> — Deterministic timestamp for tests and scheduled cleanup
--older-than <value> — Only include datasets older than this duration, e.g. 12h, 7d
--orphaned — Include stale dataset notes that no longer have a backing dataset row
--tag <value> — Lifecycle tag to clean, e.g. benchmark
-y, --yes — Confirm deletion when applying cleanup with --no-dry-run
Shellsift
sift datasets compare

ਕੈਟੇਗੋਰੀਕਲ ਫ਼ੀਲਡ ਦੇ ਵੱਖ-ਵੱਖ ਹਿੱਸਿਆਂ ਦੇ ਮੈਟ੍ਰਿਕਸ ਦੀ ਆਪਸ ਵਿੱਚ ਤੁਲਨਾ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--filters <value> — JSON array of filters
--limit <value> default: 10 — Max segment values to compare
--metrics <value> — JSON array of metrics
--segment-field <value> required — Categorical field to segment by
--segment-values <value> — Comma-separated segment values (auto-discovers if omitted)
Shellsift
sift datasets compute

ਡੇਟਾਸੈੱਟ ਜਾਂ ਪਹਿਲਾਂ ਤੋਂ ਮੌਜੂਦ ਨਤੀਜਿਆਂ ਤੋਂ ਡਿਰਾਈਵਡ ਫ਼ੀਲਡਾਂ ਦੀ ਗਣਨਾ ਕਰੋ

Arguments
id — Dataset ID
Flags
--computed-fields <value> required — JSON array of computed fields, e.g. '[{"as":"spread","expression":"right.Close-left.Close"}]'
--filters <value> — JSON array of filters
--limit <value> default: 50 — Maximum rows
--order-by <value> — JSON array of order clauses
--select <value> — Comma-separated fields to include
--sorts <value> — JSON array of output sorts
--source-result <value> — Inline JSON for a prior derived result
--source-result-file <value> — Path to a JSON file containing a prior derived result
Shellsift
sift datasets contract

ਏਜੰਟ ਦੇ ਪੜ੍ਹਨਯੋਗ ਡੇਟਾਸੈੱਟ ਸਕੀਮਾ ਅਤੇ ਸਮਰੱਥਾ ਦਾ ਕੰਟਰੈਕਟ ਦਿਖਾਓ

Arguments
id required — Dataset ID
Flags
--resolve <value> — Comma-separated semantic field references to resolve
--template <value> — Validate contract against a built-in template
Shellsift
sift datasets create

ਡੇਟਾਸੈੱਟ ਬਣਾਓ

Flags
--description <value> — Dataset description
--fields <value> — Field definitions as JSON array, e.g. '[{"name":"age","type":"number"}]'
--lifecycle <value> — Lifecycle kind for generated datasets, e.g. scratch, benchmark, research-run
--metadata <value> — Dataset metadata as JSON object
--note-id <value> — Link to an existing note
--run-id <value> — Lifecycle run identifier
--scratch — Shortcut for --lifecycle scratch --tags scratch
--tags <value> — Comma-separated lifecycle tags
--title <value> required — Dataset title
--ttl <value> — Lifecycle TTL duration, e.g. 12h, 7d, 30d
Shellsift
sift datasets dedupe

ਡਾਟਾ ਬਦਲੇ ਬਿਨਾਂ ਕੀ (key) ਰਾਹੀਂ ਡਾਟਾਸੈੱਟ ਦੇ ਡੁਪਲੀਕੇਟ ਰਿਕਾਰਡ ਲੱਭੋ

Arguments
id required — Dataset ID
Flags
--key <value> required — Field name used to group duplicates
--limit <value> default: 500 — Maximum records to scan in one bounded pass
Shellsift
sift datasets delete

ਡਾਟਾਸੈੱਟ ਨੂੰ ਪੱਕੇ ਤੌਰ 'ਤੇ ਮਿਟਾਓ ਅਤੇ ਇਸਦੀ ਫਿਜ਼ੀਕਲ ਟੇਬਲ ਨੂੰ ਹਟਾਓ

Arguments
id required — Dataset ID
Flags
-y, --yes — Confirm dataset deletion without prompting
Shellsift
sift datasets delete-record

ਡਾਟਾਸੈੱਟ ਵਿੱਚੋਂ ਇੱਕ ਰਿਕਾਰਡ ਮਿਟਾਓ

Arguments
id required — Dataset ID
record-id required — Record ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift datasets diff

CSV, JSON, ਜਾਂ JSONL ਫ਼ਾਈਲ ਤੋਂ ਡਾਟਾਸੈੱਟ ਵਿੱਚ ਹੋਣ ਵਾਲੀਆਂ ਤਬਦੀਲੀਆਂ ਦੀ ਝਲਕ ਦੇਖੋ

Arguments
id required — Dataset ID
Flags
--batch-size <value> default: 100 — Records per backend batch
--from-file <value> required — Path to CSV, JSON, or JSONL rows to compare
--persist — Persist the diff plan in Siftable for later review/apply
--save-plan <value> — Write an applyable diff plan JSON file
--template <sources|people|events|claims|evidence_sources|evidence_source_fragments|evidence_claims|evidence_people|evidence_organizations|evidence_places|evidence_artifacts|evidence_events|evidence_relationships|evidence_contradictions> — Built-in template name
--upsert-by <value> — Field name used to match existing rows
Shellsift
sift datasets diff-plans list

ਸੇਵ ਕੀਤੇ ਡਾਟਾਸੈੱਟ diff ਪਲਾਨਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Flags
--dataset-id <value> — Filter by dataset ID
--limit <value> default: 50 — Maximum plans to return
--status <draft|validated|applied|rejected|expired> — Filter by plan status
Shellsift
sift datasets diff-plans show

ਸੇਵ ਕੀਤਾ ਡਾਟਾਸੈੱਟ diff ਪਲਾਨ ਦੇਖੋ

Arguments
id required — Diff plan ID
Shellsift
sift datasets export

ਡਾਟਾਸੈੱਟ ਰਿਕਾਰਡਾਂ ਨੂੰ CSV, JSON, JSONL, ਜਾਂ Markdown ਵਜੋਂ ਐਕਸਪੋਰਟ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--filters <value> — JSON array of filters
--format <csv|json|jsonl|markdown> default: "csv" — Export format
--limit <value> default: 500 — Max rows to export
-o, --output <value> — Output file path (writes to stdout if omitted)
--sorts <value> — JSON array of sorts
Shellsift
sift datasets facets

ਡਾਟਾਸੈੱਟ ਫੀਲਡਾਂ ਲਈ ਫੈਸੇਟ (facet) ਸੰਖੇਪ ਦੇਖੋ

Arguments
id required — Dataset ID
Flags
--fields <value> — Comma-separated field names to facet
--limit <value> default: 20 — Maximum values per facet
Shellsift
sift datasets formula-plan

ਫਾਰਮੂਲਾ ਫੀਲਡਾਂ ਦੀ ਗਣਨਾ ਕਰੋ ਅਤੇ ਡਾਟਾਸੈੱਟ ਅੱਪਡੇਟਾਂ ਦੀ ਝਲਕ ਦੇਖੋ

Arguments
id required — Dataset ID
Flags
--computed-fields <value> required — JSON array of computed fields, e.g. '[{"as":"score","expression":"confidence * reliability"}]'
--filters <value> — JSON array of filters for compute source
--limit <value> default: 100 — Maximum rows to compute and plan
--order-by <value> — JSON array of order clauses
--save-plan <value> — Write an applyable diff plan JSON file
--select <value> — Comma-separated fields to include in compute source
--sorts <value> — JSON array of output sorts
--target-fields <value> — Comma-separated computed field names to write; defaults to every computed field alias
--template <sources|people|events|claims> — Built-in template name for validation
--upsert-by <value> required — Field used to match rows for update
Shellsift
sift datasets get

ਡਾਟਾਸੈੱਟ ਦੇ ਵੇਰਵੇ ਅਤੇ ਸਕੀਮਾ (schema) ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Dataset ID
Shellsift
sift datasets impact

ਡਾਟਾਸੈੱਟ ਫਾਰਮੂਲਾ, ਗ੍ਰਾਫ਼, ਵਿਊ, ਕੁਆਲਿਟੀ ਅਤੇ ਮਟੀਰੀਅਲਾਈਜ਼ੇਸ਼ਨ ਦੇ ਪ੍ਰਭਾਵ ਦੀ ਵਿਆਖਿਆ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--from-plan <value> — Persisted diff plan ID to inspect
--operation <value> — Committed dataset operation ID to inspect
Shellsift
sift datasets import

CSV, JSON, ਜਾਂ JSONL ਰੋਅਜ਼ ਨੂੰ ਕਿਸੇ ਨਵੇਂ ਜਾਂ ਮੌਜੂਦਾ ਡਾਟਾਸੈੱਟ ਵਿੱਚ ਇੰਪੋਰਟ ਕਰੋ

Arguments
file required — Path to CSV, JSON, or JSONL file
Flags
--batch-size <value> default: 100 — Records per backend batch
--dataset-id <value> — Import into existing dataset instead of creating a new one
--description <value> — Dataset description
--dry-run — Validate and plan the import without writing
--lifecycle <value> — Lifecycle kind for generated datasets, e.g. scratch, benchmark, research-run
--metadata <value> — Dataset metadata as JSON object when creating a new dataset
--run-id <value> — Lifecycle run identifier
--scratch — Shortcut for --lifecycle scratch --tags scratch
--tags <value> — Comma-separated lifecycle tags
--template <sources|people|events|claims|evidence_sources|evidence_source_fragments|evidence_claims|evidence_people|evidence_organizations|evidence_places|evidence_artifacts|evidence_events|evidence_relationships|evidence_contradictions> — Built-in template name
--title <value> — Dataset title (defaults to filename)
--ttl <value> — Lifecycle TTL duration, e.g. 12h, 7d, 30d
--upsert-by <value> — Field name used to update matching rows instead of creating duplicates
--yes — Confirm mutating imports without prompting
Shellsift
sift datasets join

left.Close ਅਤੇ right.Close ਵਰਗੇ ਏਲੀਅਸ-ਸਕੋਪਡ ਫੀਲਡਸ ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਕਿਸੇ ਡਾਟਾਸੈੱਟ ਨੂੰ ਆਪਣੇ ਆਪ ਨਾਲ ਜੁਆਇਨ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--join-keys <value> required — JSON array of join keys, e.g. '[{"leftField":"Date","rightField":"Date"}]'
--join-type <inner|left|right> default: "inner" — Join type
--left-alias <value> default: "left" — Left alias
--left-filters <value> — JSON array of left-side filters
--limit <value> default: 50 — Maximum joined rows
--right-alias <value> default: "right" — Right alias
--right-filters <value> — JSON array of right-side filters
--select <value> — Comma-separated alias-scoped fields to return
--sorts <value> — JSON array of sorts
Shellsift
sift datasets list

ਡਾਟਾਸੈੱਟਾਂ ਦੀ ਲਿਸਟ ਦੇਖੋ

Flags
--limit <value> default: 50 — Maximum number of results
Shellsift
sift datasets lookup

ਸਹੀ key/value ਮੇਲ ਰਾਹੀਂ ਡਾਟਾਸੈੱਟ ਰਿਕਾਰਡ ਲੱਭੋ

Arguments
id required — Dataset ID
Flags
--key <value> required — Field name to match
--limit <value> default: 25 — Maximum matching records
--value <value> required — Exact value to match
Shellsift
sift datasets materialize

ਪ੍ਰਾਪਤ ਨਤੀਜੇ ਨੂੰ ਇੱਕ ਨਵੇਂ ਆਰਜ਼ੀ ਡਾਟਾਸੈੱਟ ਵਿੱਚ ਬਣਾਓ

Flags
--description <value> — Dataset description
--source-result <value> — Inline JSON for a derived result
--source-result-file <value> — Path to a JSON file containing a derived result
--title <value> required — Title of the new dataset
Shellsift
sift datasets pivot

ਗਰੁੱਪ ਕੀਤੇ ਡਾਟਾਸੈੱਟ ਮੈਟ੍ਰਿਕਸ ਤੋਂ ਇੱਕ ਪਿਵਟ-ਸਟਾਈਲ ਸਾਰਾਂਸ਼ ਬਣਾਓ

Arguments
id required — Dataset ID
Flags
--cols <value> required — Column field
--filters <value> — JSON array of filters
--limit <value> default: 500 — Maximum grouped cells to request
--metrics <value> — JSON metrics array; defaults to count
--rows <value> required — Row field
Shellsift
sift datasets plot

ਪ੍ਰਾਪਤ ਨਤੀਜੇ ਤੋਂ ਇੱਕ ਲਾਈਟਵੇਟ ਪਲਾਟ ਪੇਲੋਡ ਦੀ ਤਸਦੀਕ ਅਤੇ ਨੌਰਮਲਾਈਜ਼ ਕਰੋ

Flags
--chart-type <line|bar|scatter> required — Chart type
--series-field <value> — Optional series field
--source-result <value> — Inline JSON for a derived result
--source-result-file <value> — Path to a JSON file containing a derived result
--x-field <value> required — X-axis field
--y-fields <value> required — Comma-separated Y-axis fields
Shellsift
sift datasets profile

ਕਿਸੇ ਡਾਟਾਸੈੱਟ ਲਈ ਸੀਮਤ ਪ੍ਰੋਫ਼ਾਈਲ ਜਾਣਕਾਰੀ ਦਿਖਾਓ

Arguments
id required — Dataset ID
Flags
--sample-limit <value> default: 10 — Number of sample rows to include
Shellsift
sift datasets query

ਡੇਟਾਸੈੱਟ ਵਿੱਚੋਂ ਰਿਕਾਰਡ ਕੁਏਰੀ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--cursor <value> — Pagination cursor from previous query
--filters <value> — Filter conditions as JSON array, e.g. '[{"field":"status","value":"active"}]'
--include-deleted — Include soft-deleted records
--limit <value> default: 25 — Maximum number of records
--sorts <value> — Sort spec as JSON array, e.g. '[{"field":"name","direction":"asc"}]'
Shellsift
sift datasets rank

ਸੋਰਟ ਜਾਂ ਵੇਟਿਡ ਨਿਊਮੈਰਿਕ ਫਾਰਮੂਲੇ ਰਾਹੀਂ ਡੇਟਾਸੈੱਟ ਰਿਕਾਰਡਾਂ ਦੀ ਰੈਂਕਿੰਗ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--filters <value> — JSON array of filters
--formula <value> — JSON formula object {weights: [{field, weight}]}
--limit <value> default: 25 — Max rows
--sorts <value> — JSON array of sorts
Shellsift
sift datasets reconcile

ਕਿਸੇ ਵੀ ਡੇਟਾਸੈੱਟ ਨੂੰ ਬਦਲੇ ਬਿਨਾਂ, ਕੀ (key) ਰਾਹੀਂ ਦੋ ਡੇਟਾਸੈੱਟਾਂ ਦੀ ਤੁਲਨਾ ਕਰੋ

Arguments
left required — Left dataset ID
right required — Right dataset ID
Flags
--left-key <value> required — Left dataset key field
--limit <value> default: 500 — Maximum rows to scan from each dataset
--right-key <value> — Right dataset key field; defaults to --left-key
Shellsift
sift datasets schema

ਡੇਟਾਸੈੱਟ ਸਕੀਮਾ ਸੋਧੋ (ਫੀਲਡਾਂ ਜੋੜੋ, ਅੱਪਡੇਟ ਕਰੋ ਜਾਂ ਮਿਟਾਓ)

Arguments
id required — Dataset ID
Flags
--field <value> — Field definition as JSON, e.g. '{"name":"email","type":"text"}'
--field-id <value> — Field ID (required for update/delete)
--operation <add_field|update_field|delete_field> required — Schema operation
Shellsift
sift datasets search

ਚੁਣੀਆਂ ਹੋਈਆਂ ਟੈਕਸਟ ਵਰਗੀਆਂ ਫੀਲਡਾਂ ਵਿੱਚ ਡੇਟਾਸੈੱਟ ਰਿਕਾਰਡ ਖੋਜੋ

Arguments
id required — Dataset ID
query required — Search text
Flags
--fields <value> — Comma-separated fields to search; defaults to profile columns
--filters <value> — JSON array of base filters applied to every field search
--limit <value> default: 25 — Maximum merged records
--per-field-limit <value> default: 25 — Maximum records to request per searched field
Shellsift
sift datasets summarize

ਡੇਟਾਸੈੱਟ ਦੀ ਸਮਰੀ ਦੇਖੋ (ਰੋਅ ਦੀ ਗਿਣਤੀ, ਫੀਲਡਾਂ, ਸੈਂਪਲ ਰੋਅ)

Arguments
id required — Dataset ID
Shellsift
sift datasets templates list

ਇਨ-ਬਿਲਟ ਡੇਟਾਸੈੱਟ ਟੈਂਪਲੇਟਾਂ ਦੀ ਲਿਸਟ ਦੇਖੋ

Shellsift
sift datasets templates show

ਕਿਸੇ ਇਨ-ਬਿਲਟ ਡੇਟਾਸੈੱਟ ਟੈਂਪਲੇਟ ਦਾ ਸਕੀਮਾ ਦੇਖੋ

Arguments
template required — Template name
Shellsift
sift datasets timeseries

lag, pct_change, rolling windows, drawdown, volatility ਅਤੇ correlation ਨਾਲ ਡੇਟਾਸੈੱਟ ਟਾਈਮ ਸੀਰੀਜ਼ ਦਾ ਵਿਸ਼ਲੇਸ਼ਣ ਕਰੋ

Arguments
id required — Dataset ID
Flags
--date-field <value> required — Date field name
--filters <value> — JSON array of filters
--limit <value> default: 100 — Maximum output rows
--metrics <value> — JSON array of metric definitions
--order-direction <asc|desc> default: "asc" — Time ordering
--pivot — Emit explicit pivoted output
--segment-field <value> — Optional segment field
--segment-values <value> — Comma-separated segment values
--transforms <value> — JSON array of transform definitions
Shellsift
sift datasets update-record

ਡਾਟਾਸੈੱਟ ਵਿੱਚ ਰਿਕਾਰਡ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Dataset ID
record-id required — Record ID
Flags
--fields <value> required — Field updates as JSON object, e.g. '{"status":"done"}'
Shellsift
sift datasets validate

ਬਿਲਟ-ਇਨ ਟੈਂਪਲੇਟ ਨਾਲ ਡਾਟਾਸੈੱਟ ਨੂੰ ਵੈਲੀਡੇਟ ਕਰੋ

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

ਦਸਤਾਵੇਜ਼

ਦਸਤਾਵੇਜ਼ ਅੱਪਲੋਡ।

1 ਕਮਾਂਡ
Shellsift
sift documents upload

ਕਿਸੇ ਦਸਤਾਵੇਜ਼ (PDF, Markdown, ਜਾਂ ਟੈਕਸਟ) ਨੂੰ ਨੋਟ ਵਜੋਂ ਅੱਪਲੋਡ ਕਰੋ

Arguments
file required — Path to file
Flags
--project <value> — Project ID
--title <value> — Note title (defaults to filename)
--type <note|concept|meeting|reference|daily|dataset> — Note type

ਘਟਨਾਵਾਂ

ਰਿਸਰਚ ਈਵੈਂਟ ਜੋ ਟਾਈਮਲਾਈਨ ਫੈਕਟਸ 'ਤੇ ਅਧਾਰਿਤ ਹਨ।

3 ਕਮਾਂਡਾਂ
Shellsift
sift events attach-person

ਕਿਸੇ ਮੌਜੂਦਾ ਰਿਸਰਚ ਈਵੈਂਟ ਵਿੱਚ ਕਿਸੇ ਵਿਅਕਤੀ ਨੂੰ ਭਾਗੀਦਾਰ ਵਜੋਂ ਜੋੜੋ

Arguments
event required — Existing temporal fact ID
person required — Person UUID to attach
Flags
--role <value> default: "subject" — Participant role
--yes — Confirm participant attachment without prompting
Shellsift
sift events create

ਭਾਗੀਦਾਰਾਂ ਦੇ ਨਾਲ ਇੱਕ ਰਿਸਰਚ ਈਵੈਂਟ ਟਾਈਮਲਾਈਨ ਫੈਕਟ ਬਣਾਓ

Flags
--body <value> — Event notes/body
--confidence <low|medium|high> — Confidence level
--entity <value> repeatable — Participant/entity as type:uuid or type:uuid:role; repeatable
--org <value> repeatable — Organization UUID participant; repeatable
--person <value> repeatable — Person UUID participant; repeatable
--precision <millisecond|minute|hour|day|month|year|decade|century|millennium|mega_year|era> default: "year" — Temporal precision
--source <value> repeatable — Source entity as type:uuid or type:uuid:role; repeatable
--source-label <value> — Source/provenance label
--source-note <value> — Source/provenance note
--source-url <value> — Source/provenance URL
--timestamp <value> — ISO timestamp
--title <value> required — Event title
--visibility <org_public|private|restricted> — Timeline visibility
--year <value> — Historical year CE
--year-end <value> — Historical end year CE
Shellsift
sift events list

ਖੋਜ ਘਟਨਾਵਾਂ ਦੀ ਟਾਈਮਲਾਈਨ ਦੇ ਤੱਥਾਂ ਨੂੰ ਸੂਚੀਬੱਧ ਕਰੋ

Flags
--cursor <value> — Pagination cursor
--end <value> — End boundary
--entity <value> — Filter by entity ref type:uuid
--limit <value> default: 50 — Maximum events
--order <asc|desc> default: "asc" — Sort order
--person <value> — Filter by person UUID
--q <value> — Text search query
--start <value> — Start boundary

Evidence

Evidence Graph ਸੈੱਟਅੱਪ ਅਤੇ ਪਰੂਫ਼ ਵਰਕਫਲੋ ਦਾ ਸੰਚਾਲਨ।

11 ਕਮਾਂਡਾਂ
Shellsift
sift evidence diff apply

ਰਿਵਿਊ ਕੀਤੇ ਗਏ Evidence Graph diff ਪਲਾਨ ਨੂੰ ਲਾਗੂ ਕਰੋ

Arguments
id required — Persisted diff plan ID
Flags
--yes — Confirm applying the reviewed diff plan without prompting
Shellsift
sift evidence diff impact

ਸੇਵ ਕੀਤੇ ਗਏ diff ਪਲਾਨ ਲਈ Evidence Graph ਦੇ ਪ੍ਰਭਾਵਾਂ ਦੀ ਵਿਆਖਿਆ ਕਰੋ

Arguments
id required — Persisted diff plan ID, or local when using --from-file
Flags
--from-file <value> — Local diff plan JSON file to explain without API access
Shellsift
sift evidence diff list

Evidence Graph ਦੇ ਸੇਵ ਕੀਤੇ diff ਪਲਾਨਾਂ ਦੀ ਸੂਚੀ ਦਿਖਾਓ

Flags
--dataset-id <value> — Filter by evidence dataset ID
--limit <value> default: 50 — Maximum plans to return
--project <value> — Filter locally by Evidence Graph project ID when present on plans
--status <draft|validated|applied|rejected|expired> — Filter by plan status
Shellsift
sift evidence diff show

ਡੋਮੇਨ ਦੀ ਸਮਝ ਵਾਲੇ ਸਾਰਾਂਸ਼ ਦੇ ਨਾਲ Evidence Graph diff ਪਲਾਨ ਦਿਖਾਓ

Arguments
id required — Persisted diff plan ID
Shellsift
sift evidence extract

Evidence Graph ਕੈਂਡੀਡੇਟ ਐਕਸਟਰੈਕਸ਼ਨ ਲਈ no-apply ਏਜੰਟ ਕੰਮ ਬਣਾਓ

Flags
--agent <value> default: "researcher" — Assigned agent alias
--context <value> — Additional input context JSON object
--context-file <value> — Additional input context JSON file
--dry-run — Preview work item payload without writing
--no-apply — Keep extraction in proposed/diff-first mode
--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack
--project <value> — Project ID
--source-dataset <value> required — Evidence sources dataset ID
--targets <value> — Comma-separated extraction targets
--yes — Confirm work item creation without prompting
Shellsift
sift evidence init

Evidence Graph ਪ੍ਰੋਜੈਕਟ ਅਤੇ ਡਾਟਾਸੈੱਟ-ਬੈਕਡ ਵਰਕਿੰਗ ਟੇਬਲ ਬਣਾਓ

Arguments
name required — Evidence Graph project name
Flags
--dry-run — Preview project/dataset creation without writing
--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack
--yes — Confirm creation without prompting
Shellsift
sift evidence plan

trusted state ਲਿਖਣ ਤੋਂ ਪਹਿਲਾਂ Evidence Graph ਵਰਕਫ਼ਲੋ ਦੀ ਯੋਜਨਾ ਬਣਾਓ

Arguments
goal required — Evidence Graph goal
Flags
--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack
--project <value> — Existing project ID
--source-dataset <value> — Existing evidence sources dataset ID
Shellsift
sift evidence project

Evidence Graph ਟਾਈਮਲਾਈਨ ਅਤੇ ਰਿਲੇਸ਼ਨਸ਼ਿਪ ਪ੍ਰੋਜੈਕਸ਼ਨ ਦਾ ਡਰਾਈ-ਰਨ ਕਰੋ

Flags
--dry-run — Preview projection without writing
--from-file <value> — Local diff plan JSON file to project from without API access
--from-plan <value> — Persisted diff plan ID to project from
--pack <company-origin|family-history|investigation|compliance-evidence|account-history|codebase-history> default: "company-origin" — Evidence workflow pack
--project <value> — Evidence Graph project ID
Shellsift
sift evidence proof report

ਡਾਟਾਸੈੱਟ-ਬੈਕਡ ਐਵੀਡੈਂਸ ਪੈਕੇਟ ਤੋਂ Evidence Graph ਪਰੂਫ਼ ਰਿਪੋਰਟ ਤਿਆਰ ਕਰੋ

Flags
--format <json|markdown> default: "markdown" — Report format
--from-file <value> required — Evidence packet JSON file to report on
--project <value> — Evidence Graph project ID for report metadata
Shellsift
sift evidence sources import

Evidence Graph ਸੋਰਸ ਲੈਜਰ ਰੋਅਜ਼ ਨੂੰ ਡਾਟਾਸੈੱਟ-ਬੈਕਡ ਸੋਰਸ ਟੇਬਲ ਵਿੱਚ ਇੰਪੋਰਟ ਕਰੋ

Arguments
file required — Path to CSV, JSON, or JSONL source ledger rows
Flags
--batch-size <value> default: 100 — Records per backend batch
--dataset-id <value> — Evidence sources dataset ID
--dry-run — Validate and plan source import without writing
--upsert-by <value> default: "source_id" — Field name used to update matching source rows
--yes — Confirm mutating imports without prompting
Shellsift
sift evidence verify

Evidence Graph ਪ੍ਰੋਵੇਨੈਂਸ, ਰਿਵਿਊ, ਪ੍ਰੋਜੈਕਸ਼ਨ ਅਤੇ ਸਾਈਟੇਸ਼ਨ ਇਨਵੇਰੀਐਂਟਸ ਦੀ ਤਸਦੀਕ ਕਰੋ

Flags
--from-file <value> required — Evidence packet JSON file to verify
--project <value> — Evidence Graph project ID for report metadata

Grants

4 commands
Shellsift
sift grants adapters

List reviewed local execution adapters and honest containment tiers

Shellsift
sift grants request

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

Flags
--adapter <value> required
--audience <value> required
--credential-field <value> required
--cwd <value>
--executable <value> required — Resolved reviewed executable path
--executable-digest <value> required
--issuer <value> required
--operation <value> required
--purpose <value> required
--runner-fingerprint <value> required
--runner-public-key <value> required — PEM public-key file from the trusted local runner
--scope <value> required — Provider scope JSON with string values
--vault-entry <value> required
Shellsift
sift grants run

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

Flags
--adapter <github_gh|terraform_apply> required
--approval-timeout <value> default: 600
--audience <value> required
--credential-field <value> required
--cwd <value>
--issuer <value> required
--operation <value> required
--purpose <value> required
--scope <value> required
--vault-entry <value> required
Shellsift
sift grants status

Inspect safe status for an ephemeral local execution grant

Arguments
id required

ਗ੍ਰਾਫ਼

ਐਂਟੀਟੀ ਗ੍ਰਾਫ਼ ਖੋਜ ਅਤੇ ਗੁਆਂਢੀ ਐਂਟੀਟੀਜ਼।

5 ਕਮਾਂਡਾਂ
Shellsift
sift graph between

ਦੋ ਐਂਟੀਟੀਜ਼ ਵਿਚਕਾਰ ਇੱਕ ਸੀਮਤ ਗ੍ਰਾਫ਼ ਮਾਰਗ ਦੀ ਵਿਆਖਿਆ ਕਰੋ

Arguments
source required — Source entity reference as type:uuid
target required — Target entity reference as type:uuid
Flags
--depth <value> default: 4 — Maximum path depth, backend clamps to 1-5
--frontier-limit <value> default: 500 — Maximum links to inspect per path expansion, backend clamps to 1-1000
Shellsift
sift graph explain

ਦੋ ਐਂਟੀਟੀਜ਼ ਵਿਚਕਾਰ ਇੱਕ ਸੀਮਤ ਗ੍ਰਾਫ਼ ਮਾਰਗ ਦੀ ਵਿਆਖਿਆ ਕਰੋ

Arguments
source required — Source entity reference as type:uuid
target required — Target entity reference as type:uuid
Flags
--depth <value> default: 4 — Maximum path depth, backend clamps to 1-5
--frontier-limit <value> default: 500 — Maximum links to inspect per path expansion, backend clamps to 1-1000
Shellsift
sift graph neighbors

ਕਿਸੇ ਐਂਟੀਟੀ ਲਈ ਗੁਆਂਢੀ ਗ੍ਰਾਫ਼ ਐਂਟੀਟੀਜ਼ ਦਿਖਾਓ

Arguments
entity required — Entity reference as type:uuid
Flags
--depth <value> default: 1 — Graph depth, backend clamps to 1-3
--limit <value> default: 80 — Maximum graph items, backend clamps to 1-200
Shellsift
sift graph preview

ਇੱਕ ਗ੍ਰਾਫ਼ ਐਂਟਿਟੀ ਦਾ ਪ੍ਰੀਵਿਊ ਦੇਖੋ

Arguments
entity required — Entity reference as type:uuid
Shellsift
sift graph search

ਗ੍ਰਾਫ਼ ਲਈ ਲਿੰਕ ਹੋਣ ਯੋਗ ਐਂਟਿਟੀਜ਼ ਖੋਜੋ

Arguments
query required — Search query
Flags
--limit <value> default: 20 — Maximum results
--types <value> — Comma-separated entity types

ਨੋਟ

ਗਿਆਨ ਨੋਟਸ।

7 ਕਮਾਂਡਾਂ
Shellsift
sift notes bulk-delete

ਨੋਟਸ ਦਾ ਪ੍ਰੀਵਿਊ ਦੇਖੋ ਜਾਂ ਇਕੱਠੇ ਮਿਟਾਓ

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>
Shellsift
sift notes create

ਨੋਟ ਬਣਾਓ

Flags
--content <value> — Note content (markdown)
--metadata <value> — Note metadata as JSON
--metadata-file <value> — Read note metadata JSON from a file
--project <value> — Project ID
--title <value> required — Note title
--type <note|concept|meeting|reference|daily|dataset> — Note type
Shellsift
sift notes delete

ਨੋਟ ਮਿਟਾਓ

Arguments
id required — Note ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift notes get

ਪੂਰੀ ਜਾਣਕਾਰੀ ਦੇ ਨਾਲ ਨੋਟ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Note ID
Shellsift
sift notes list

ਨੋਟਸ ਦੀ ਸੂਚੀ ਦੇਖੋ

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
Shellsift
sift notes search

ਨੋਟ ਖੋਜੋ

Arguments
query required — Search query
Flags
--limit <value> — Maximum number of results
--project <value> — Filter by project ID
Shellsift
sift notes update

ਨੋਟ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Note ID
Flags
--content <value> — Note content (markdown)
--metadata <value> — Replace note metadata with this JSON object
--metadata-file <value> — Read replacement note metadata JSON from a file
--title <value> — Note title
--type <note|concept|meeting|reference|daily|dataset> — Note type

ਸੰਸਥਾਵਾਂ

ਸੰਸਥਾਵਾਂ ਅਤੇ ਕੰਪਨੀਆਂ।

5 ਕਮਾਂਡਾਂ
Shellsift
sift organizations bulk-delete

ਸੰਸਥਾਵਾਂ ਦਾ ਪ੍ਰੀਵਿਊ ਦੇਖੋ ਜਾਂ ਇਕੱਠੇ ਮਿਟਾਓ

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
Shellsift
sift organizations create

ਸੰਸਥਾ ਬਣਾਓ

Flags
--domain <value> — Domain (e.g. acme.com)
--industry <value> — Industry
--linkedin-url <value> — LinkedIn page URL
--location <value> — Location
--name <value> required — Organization name
--notes <value> — Notes
--relationship-status <value> — Relationship status (e.g. prospect, customer, partner, vendor)
--type <value> — Organization type (e.g. company, nonprofit, government, school)
--website <value> — Website URL
Shellsift
sift organizations delete

ਸੰਸਥਾ ਮਿਟਾਓ

Arguments
id required — Organization ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift organizations search

ਸੰਸਥਾਵਾਂ ਖੋਜੋ

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
Shellsift
sift organizations update

ਕਿਸੇ ਸੰਸਥਾ ਨੂੰ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Organization ID
Flags
--domain <value> — Domain (e.g. acme.com)
--industry <value> — Industry
--linkedin-url <value> — LinkedIn page URL
--location <value> — Location
--name <value> — Organization name
--notes <value> — Notes
--relationship-status <value> — Relationship status
--type <value> — Organization type
--website <value> — Website URL

ਲੋਕ

ਲੋਕ ਅਤੇ ਸੰਪਰਕ।

11 ਕਮਾਂਡਾਂ
Shellsift
sift people bulk-delete

ਸੰਪਰਕਾਂ ਦੀ ਝਲਕ ਦੇਖੋ ਜਾਂ ਉਹਨਾਂ ਨੂੰ ਇਕੱਠੇ ਮਿਟਾਓ

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
Shellsift
sift people create

ਕੋਈ ਸੰਪਰਕ ਬਣਾਓ

Flags
--birth-year <value> — Birth year
--birthday <value> — Birthday (YYYY-MM-DD)
--company <value> — Company name (auto-links to organization if exists)
--email <value> — Email address
--estimated-age <value> — Estimated age
--job-title <value> — Job title
--linkedin-url <value> — LinkedIn profile URL
--location <value> — Location
--mbti <value> — MBTI type (e.g. INTJ, ENFP)
--name <value> required — Full name
--notes <value> — Notes about this person
--phone <value> — Phone number
--relationship <value> — Relationship to user (e.g. friend, colleague, client, mentor)
--website <value> — Personal website
Shellsift
sift people delete

ਕੋਈ ਸੰਪਰਕ ਮਿਟਾਓ

Arguments
id required — Person ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift people get

ਕਿਸੇ ਵਿਅਕਤੀ ਦੀ ਪ੍ਰੋਫਾਈਲ, ਖੂਬੀਆਂ ਅਤੇ ਰਿਸ਼ਤਿਆਂ ਸਮੇਤ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Person ID
Shellsift
sift people graph

ਵਿਅਕਤੀ-ਕੇਂਦ੍ਰਿਤ ਰਿਸ਼ਤਿਆਂ ਦਾ ਗ੍ਰਾਫ਼ ਦਿਖਾਓ

Arguments
id required — Person ID
Flags
--depth <value> default: 2 — Relationship graph depth
--include-inactive — Include inactive relationship edges
Shellsift
sift people kinship

ਦੋ ਵਿਅਕਤੀਆਂ ਵਿਚਕਾਰ ਸਾਂਝ ਜਾਂ ਰਿਸ਼ਤੇ ਦੀ ਦੂਰੀ ਬਾਰੇ ਦੱਸੋ

Arguments
egoPersonId required — Ego/source person ID
targetPersonId required — Target person ID
Flags
--max-depth <value> default: 6 — Maximum relationship depth
Shellsift
sift people list

ਸੰਪਰਕਾਂ ਦੀ ਸੂਚੀ ਦਿਖਾਓ

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
Shellsift
sift people relate

ਦੋ ਲੋਕਾਂ ਵਿਚਕਾਰ ਸਬੰਧ ਬਣਾਓ ਜਾਂ ਅੱਪਡੇਟ ਕਰੋ

Arguments
personAId required — First person ID
personBId required — Second person ID
Flags
--dry-run — Preview the relationship payload without writing
--notes <value> — Relationship notes
--type <value> required — Relationship type, e.g. colleague, sibling, spouse, collaborator
-y, --yes — Apply without prompting
Shellsift
sift people search

ਕੰਟੈਕਟਸ ਖੋਜੋ

Arguments
query required — Search query
Flags
--contains <value> — Name substring filter
--equals <value> — Exact name filter
--has-no-email — Only contacts without an email
--limit <value> — Maximum number of results
--relationship <value> — Filter by relationshipToUser
--starts-with <value> — Name prefix filter
Shellsift
sift people timeline

ਕਿਸੇ ਵਿਅਕਤੀ ਨਾਲ ਜੁੜੇ ਟਾਈਮਲਾਈਨ ਤੱਥਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Arguments
id required — Person ID
Flags
--limit <value> default: 50 — Maximum facts to return
--order <asc|desc> default: "asc" — Sort order
--role <value> — Filter by entity role, comma-separated
Shellsift
sift people update

ਕੰਟੈਕਟ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Person ID
Flags
--birth-year <value> — Birth year
--birthday <value> — Birthday (YYYY-MM-DD)
--company <value> — Company name
--email <value> — Email address
--estimated-age <value> — Estimated age
--job-title <value> — Job title
--linkedin-url <value> — LinkedIn profile URL
--location <value> — Location
--mbti <value> — MBTI type (e.g. INTJ, ENFP)
--name <value> — Full name
--notes <value> — Notes about this person
--phone <value> — Phone number
--relationship <value> — Relationship to user
--website <value> — Personal website

ਪ੍ਰੋਜੈਕਟ

ਪ੍ਰੋਜੈਕਟ ਪ੍ਰਬੰਧਨ।

7 ਕਮਾਂਡਾਂ
Shellsift
sift projects archive

ਪ੍ਰੋਜੈਕਟ ਆਰਕਾਈਵ ਕਰੋ

Arguments
id required — Project ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift projects context

ਪ੍ਰੋਜੈਕਟ ਕੰਟੈਕਸਟ (ਕੰਮ, ਨੋਟਸ, ਸਿਗਨਲ) ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Project ID
Shellsift
sift projects create

ਪ੍ਰੋਜੈਕਟ ਬਣਾਓ

Flags
--emoji <value> — Single emoji
--name <value> required — Project name
--status <planning|active|on_hold|blocked|completed> — Project status
--summary <value> — Project summary
Shellsift
sift projects list

ਪ੍ਰੋਜੈਕਟਾਂ ਦੀ ਸੂਚੀ ਦਿਖਾਓ

Flags
--include-archived — Include archived projects
--status <planning|active|on_hold|blocked|completed> — Filter by status
Shellsift
sift projects planning

ਪ੍ਰੋਜੈਕਟ ਲਈ ਮੂਲ CSN ਯੋਜਨਾਬੰਦੀ ਸਨੈਪਸ਼ਾਟ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Project ID
Shellsift
sift projects planning-recompute

ਪ੍ਰੋਜੈਕਟ ਲਈ ਮੂਲ CSN ਯੋਜਨਾਬੰਦੀ ਸਨੈਪਸ਼ਾਟ ਦੀ ਦੁਬਾਰਾ ਗਣਨਾ ਕਰੋ

Arguments
id required — Project ID
Shellsift
sift projects update

ਪ੍ਰੋਜੈਕਟ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Project ID
Flags
--emoji <value> — Single emoji
--name <value> — Project name
--status <planning|active|on_hold|blocked|completed> — Project status
--summary <value> — Project summary

ਰੈਸਿਪੀਜ਼

ਬਿਲਟ-ਇਨ ਰਿਸਰਚ ਵਰਕਫ਼ਲੋ ਰੈਸਿਪੀਜ਼।

2 ਕਮਾਂਡਾਂ
Shellsift
sift recipes list

ਬਿਲਟ-ਇਨ ਰਿਸਰਚ ਵਰਕਫ਼ਲੋ ਰੈਸਿਪੀਜ਼ ਦੀ ਸੂਚੀ ਦੇਖੋ

Shellsift
sift recipes show

ਕੋਈ ਬਿਲਟ-ਇਨ ਰਿਸਰਚ ਵਰਕਫ਼ਲੋ ਰੈਸਿਪੀ ਦੇਖੋ

Arguments
id required — Recipe ID

Relationships

25 commands
Shellsift
sift relationships actions dry-run

Preview a relationship action on the server without committing it

Arguments
id required — Relationship action ID
entity — Relationship entity as opportunity:<uuid> or prospect:<uuid>
Flags
--entity <value> — Target as prospect:uuid or opportunity:uuid
--idempotency-key <value> required — Stable 8-128 character key for reproducible server-side previews
--input <value> — Action input JSON object
--input-file <value> — Path to action input JSON
Shellsift
sift relationships actions list

List registered relationship actions and their commitment policies

Flags
--approval-policy <value> — Filter by approval policy
--commitment <value> — Filter by commitment class
--limit <value> — Maximum results
Shellsift
sift relationships actions run

Run any canonical relationship action with replay-safe caller identity

Arguments
id required — Canonical action ID from relationships actions list
entity — Relationship entity as opportunity:<uuid> or prospect:<uuid>
Flags
--entity <value> — Target as prospect:uuid or opportunity:uuid
--expected-version <value> — Current collaboration version
--idempotency-key <value> required — Stable 8-128 character key for exact retries
--input <value> — Action input JSON object
--input-file <value> — Path to an action input JSON file
--yes — Confirm action execution
Shellsift
sift relationships actions show

Show one registered relationship action

Arguments
id required — Relationship action ID
Shellsift
sift relationships brief

Compose an exact, evidence-grounded relationship brief

Arguments
subject required — Subject as prospect:uuid or opportunity:uuid
Flags
--lens <value> default: "relationship" — Relationship lens identifier
Shellsift
sift relationships handoffs list

List immutable relationship outcome receipts in the onboarding queue

Flags
--limit <value> default: 100 — Maximum receipts
Shellsift
sift relationships handoffs show

Show one immutable relationship outcome handoff receipt

Arguments
id required — Outcome handoff receipt UUID
Shellsift
sift relationships proposals get

Inspect one relationship action proposal and its evidence

Arguments
id required — Proposal ID
Shellsift
sift relationships proposals list

List pending and historical relationship action proposals

Flags
--enrollment <value> — Filter by enrollment ID
--limit <value> — Maximum results
--sequence <value> — Filter by sequence ID
--status <value> — Filter by proposal status
Shellsift
sift relationships proposals request-approval

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

Arguments
id required — Proposal ID
Flags
--idempotency-key <value> required — Stable 8-128 character key for safe retries
--purpose <value> — Non-secret reason shown to the human approver
Shellsift
sift relationships queues list

List relationship team queues in the active workspace

Shellsift
sift relationships recommendations execute

Execute an accepted, current recommendation through the canonical action runtime

Arguments
id required — Recommendation UUID
Flags
--yes — Confirm canonical action execution
Shellsift
sift relationships recommendations list

List immutable relationship recommendation snapshots

Flags
--lens <value> — Relationship lens identifier
--limit <value> default: 50 — Maximum recommendations
--subject <value> — Filter by prospect:uuid or opportunity:uuid
Shellsift
sift relationships recommendations review

Append an ordinary review decision to a relationship recommendation

Arguments
id required — Recommendation UUID
Flags
--decision <accepted|dismissed|snoozed|needs_information> required — Review decision
--reason <value> — Review reason
--snoozed-until <value> — Offset-aware ISO date-time, required for snoozed
--yes — Confirm the append-only review
Shellsift
sift relationships recommendations show

Show a relationship recommendation with its exact citations and gates

Arguments
id required — Recommendation UUID
Shellsift
sift relationships sequences create

Create a supervised relationship sequence from a JSON definition

Flags
--definition <value> — Sequence definition JSON object
--definition-file <value> — Path to sequence definition JSON
--idempotency-key <value> required — Stable 8-128 character key for safe retries
Shellsift
sift relationships sequences dry-run

Preview a supervised sequence on the server without committing it

Arguments
id required — Sequence ID
Flags
--idempotency-key <value> required — Stable 8-128 character key for reproducible server-side previews
--input <value> — Dry-run input JSON object
--input-file <value> — Path to dry-run input JSON
Shellsift
sift relationships sequences enroll

Enroll a relationship target in a supervised sequence

Arguments
id required — Sequence ID
Flags
--idempotency-key <value> required — Stable 8-128 character key for safe retries
--input <value> — Enrollment input JSON object
--input-file <value> — Path to enrollment input JSON
Shellsift
sift relationships sequences get

Show one supervised relationship sequence

Arguments
id required — Sequence ID
Shellsift
sift relationships sequences list

List supervised relationship sequences

Flags
--limit <value> — Maximum results
--status <value> — Filter by sequence status
Shellsift
sift relationships sequences pause

Pause a supervised relationship sequence

Arguments
id required — Sequence ID
Flags
--idempotency-key <value> required — Stable 8-128 character key for safe retries
--reason <value> — Non-secret pause reason
Shellsift
sift relationships sequences resume

Resume a supervised relationship sequence

Arguments
id required — Sequence ID
Flags
--idempotency-key <value> required — Stable 8-128 character key for safe retries
Shellsift
sift relationships sequences runs

List execution evidence for a supervised relationship sequence

Arguments
id required — Sequence ID
Flags
--limit <value> — Maximum results
--status <value> — Filter by run status
Shellsift
sift relationships sequences update

Update a supervised relationship sequence from a JSON definition

Arguments
id required — Sequence ID
Flags
--definition <value> — Sequence update JSON object
--definition-file <value> — Path to sequence update JSON
--idempotency-key <value> required — Stable 8-128 character key for safe retries
Shellsift
sift relationships show

Show the current relationship collaboration snapshot

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

ਰਿਸਰਚ

ਰਿਸਰਚ ਵਰਕਫਲੋ ਦੀ ਯੋਜਨਾਬੰਦੀ ਅਤੇ ਸੰਚਾਲਨ।

4 ਕਮਾਂਡਾਂ
Shellsift
sift research init

ਇੱਕ ਰਿਸਰਚ ਪ੍ਰੋਜੈਕਟ ਅਤੇ ਸਟੈਂਡਰਡ ਡੇਟਾਸੈੱਟ ਬਣਾਓ

Arguments
name required — Research project name
Flags
--dry-run — Preview project/dataset creation without writing
--template <historical-research> default: "historical-research" — Research template
--yes — Confirm creation without prompting
Shellsift
sift research plan

ਡੇਟਾ ਲਿਖਣ ਤੋਂ ਪਹਿਲਾਂ ਇੱਕ ਨਿਸ਼ਚਿਤ ਰਿਸਰਚ ਵਰਕਫਲੋ ਦੀ ਯੋਜਨਾ ਬਣਾਓ

Arguments
goal required — Research goal
Flags
--project <value> — Existing project ID
--source-dataset <value> — Existing sources dataset ID
Shellsift
sift research run

ਰਿਸਰਚ ਰੈਸਿਪੀ ਲਈ ਨਿਸ਼ਚਿਤ ਏਜੰਟ ਕੰਮ ਬਣਾਓ

Arguments
recipe required — Research run recipe
Flags
--agent <value> default: "researcher" — Assigned agent alias
--context <value> — Additional input context JSON object
--context-file <value> — Additional input context JSON file
--dry-run — Preview work item payload without writing
--project <value> — Project ID
--source-dataset <value> — Source dataset ID
--yes — Confirm work item creation without prompting
Shellsift
sift research status

ਰਿਸਰਚ ਪ੍ਰੋਜੈਕਟ ਕੰਟੈਕਸਟ ਅਤੇ CLI ਦੀ ਤਿਆਰੀ ਦੀ ਜਾਂਚ ਕਰੋ

Arguments
project — Project ID

ਸਕਿੱਲਜ਼

ਇੰਸਟਾਲ ਕਰਨ ਯੋਗ Siftable ਸਕਿੱਲਪੈਕ।

2 ਕਮਾਂਡਾਂ
Shellsift
sift skills install

ਲੋਕਲ ਸਕਿੱਲ ਡਾਇਰੈਕਟਰੀ ਵਿੱਚ Siftable ਸਕਿੱਲਪੈਕ ਇੰਸਟਾਲ ਕਰੋ

Arguments
id required — Skillpack ID
Flags
--force — Replace an existing installed skill
--target <value> default: "skills" — Installed skills directory
-y, --yes — Confirm replacing an existing skill
Shellsift
sift skills list

ਇੰਸਟਾਲ ਕਰਨ ਯੋਗ Siftable ਸਕਿੱਲਪੈਕਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

ਕੰਮ

ਮਨੁੱਖੀ ਯੋਜਨਾਬੰਦੀ ਵਾਲੇ ਕੰਮ।

11 ਕਮਾਂਡਾਂ
Shellsift
sift tasks bulk-delete

ਕੰਮਾਂ ਦਾ ਪ੍ਰੀਵਿਊ ਦੇਖੋ ਜਾਂ ਉਹਨਾਂ ਨੂੰ ਇਕੱਠੇ ਮਿਟਾਓ

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>
Shellsift
sift tasks complete

ਕੰਮ ਨੂੰ ਪੂਰਾ ਹੋਇਆ ਮਾਰਕ ਕਰੋ

Arguments
id required — Task ID
Shellsift
sift tasks coupling-create

ਇੱਕੋ ਪ੍ਰੋਜੈਕਟ ਦੇ ਕੰਮਾਂ ਵਿਚਕਾਰ CSN coupling edge ਬਣਾਓ

Arguments
id required — Source task ID
target required — Target task ID
Flags
--note <value> — Optional note
--strength <value> — Coupling strength (0-1)
--type <info|resource> required — Coupling type
Shellsift
sift tasks coupling-delete

ਕਿਸੇ ਕੰਮ ਤੋਂ CSN coupling edge ਮਿਟਾਓ

Arguments
id required — Task ID
edgeId required — Coupling edge ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift tasks coupling-list

ਇੱਕ ਕੰਮ ਲਈ CSN coupling edges ਦੀ ਲਿਸਟ ਦੇਖੋ

Arguments
id required — Task ID
Shellsift
sift tasks create

ਮਨੁੱਖੀ ਯੋਜਨਾਬੰਦੀ ਵਾਲਾ ਕੰਮ ਬਣਾਓ

Flags
--acceptance-criteria <value> — Acceptance criteria (semicolon-separated text, e.g. "tests pass; docs updated")
--description <value> — Task description
--due <value> — Due date (ISO 8601)
--effort <trivial|small|medium|large|epic|unknown> — Effort estimate
--phase <draft|open|in_flight|review|blocked|done|cancelled> — Lifecycle phase
--priority <do_now|schedule|delegate|someday> — Priority level
--project <value> — Project ID
--scope <value> — Scope boundaries (JSON object with include/exclude arrays)
--title <value> required — Task title
Shellsift
sift tasks delete

ਕੰਮ ਮਿਟਾਓ

Arguments
id required — Task ID
Flags
-y, --yes — Skip confirmation
Shellsift
sift tasks get

ਮਨੁੱਖੀ ਯੋਜਨਾਬੰਦੀ ਵਾਲੇ ਕੰਮ ਦੇ ਵੇਰਵੇ ਦੇਖੋ

Arguments
id required — Task ID
Shellsift
sift tasks list

ਮਨੁੱਖੀ ਯੋਜਨਾਬੰਦੀ ਵਾਲੇ ਕੰਮਾਂ ਦੀ ਲਿਸਟ ਦੇਖੋ

Flags
--effort <trivial|small|medium|large|epic|unknown> — Filter by effort
--limit <value> — Maximum number of results
--phase <draft|open|in_flight|review|blocked|done|cancelled> — Filter by phase
--project <value> — Filter by project ID
--status <inbox|next_action|in_progress|waiting_for|completed|archived> — Filter by status
--title-contains <value> — Title substring filter
--title-equals <value> — Exact title filter
--title-starts-with <value> — Title prefix filter
Shellsift
sift tasks planning-update

ਇੱਕ ਕੰਮ ਲਈ CSN planning ਫ਼ੀਲਡਾਂ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Task ID
Flags
--cynefin-confidence <value> — Cynefin confidence (0-1)
--cynefin-domain <clear|complicated|complex|chaotic|aporetic> — Cynefin domain
--cynefin-rationale <value> — Why this domain fits
--cynefin-source <user|assistant|classifier> — Source of the planning classification
--duration-model <value> — Duration model JSON, e.g. {"kind":"point","days":2}
--reversibility <value> — Reversibility score (0-1)
Shellsift
sift tasks update

ਮਨੁੱਖੀ ਯੋਜਨਾਬੰਦੀ ਵਾਲਾ ਕੰਮ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Task ID
Flags
--acceptance-criteria <value> — Acceptance criteria (semicolon-separated text, e.g. "tests pass; docs updated")
--blocked-reason <value> — Reason task is blocked
--description <value> — Task description
--due <value> — Due date (ISO 8601)
--effort <trivial|small|medium|large|epic|unknown> — Effort estimate
--phase <draft|open|in_flight|review|blocked|done|cancelled> — Lifecycle phase
--priority <do_now|schedule|delegate|someday> — Priority level
--project <value> — Project ID
--scope <value> — Scope boundaries (JSON object with include/exclude arrays)
--status <inbox|next_action|in_progress|waiting_for|completed|archived> — Task status
--title <value> — Task title

ਟਾਈਮਲਾਈਨ

ਟਾਈਮਲਾਈਨ ਤੱਥ ਅਤੇ ਬਿਰਤਾਂਤ।

4 ਕਮਾਂਡਾਂ
Shellsift
sift timeline create

ਵਰਤੋਂਕਾਰ ਦੁਆਰਾ ਲਿਖਿਆ ਟਾਈਮਲਾਈਨ ਤੱਥ ਬਣਾਓ

Flags
--body <value> — Fact body or notes
--confidence <low|medium|high> — Confidence level
--entity <value> repeatable — Participant/entity as type:uuid or type:uuid:role; repeatable
--fact-type <value> default: "event" — Fact type
--precision <millisecond|minute|hour|day|month|year|decade|century|millennium|mega_year|era> default: "year" — Temporal precision
--source-label <value> — Source/provenance label
--source-note <value> — Source/provenance note
--source-url <value> — Source/provenance URL
--timestamp <value> — ISO timestamp
--title <value> required — Fact title
--visibility <org_public|private|restricted> — Timeline visibility
--year <value> — Historical year CE
--year-end <value> — Historical end year CE
Shellsift
sift timeline delete

ਟਾਈਮਲਾਈਨ ਤੱਥ ਨੂੰ ਵਾਪਸ ਲਓ

Arguments
id required — Timeline fact ID
Flags
--yes — Confirm retraction without prompting
Shellsift
sift timeline list

ਫ਼ਿਲਟਰਾਂ ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਟਾਈਮਲਾਈਨ ਤੱਥਾਂ ਦੀ ਸੂਚੀ ਦੇਖੋ

Flags
--cursor <value> — Pagination cursor
--end <value> — End boundary, ISO timestamp or supported historical boundary
--entity <value> — Entity filter as type:uuid
--entity-role <value> — Comma-separated entity roles
--fact-types <value> — Comma-separated fact types
--limit <value> default: 50 — Maximum items to return
--order <asc|desc> default: "asc" — Sort order
--q <value> — Text search query
--source-types <value> — Comma-separated source types
--start <value> — Start boundary, ISO timestamp or supported historical boundary
Shellsift
sift timeline narrative

ਟਾਈਮਲਾਈਨ ਤੱਥਾਂ ਲਈ ਬਿਰਤਾਂਤਕ ਸਾਰ ਜਾਂ ਵਿਆਖਿਆ ਤਿਆਰ ਕਰੋ

Flags
--action <summarize|changed_since|led_to|what_next|cross_object> default: "summarize" — Narrative action
--entity <value> — Entity scope as type:uuid
--entity-roles <value> — Comma-separated entity roles
--fact-type <value> — Fact type filter
--limit <value> default: 60 — Maximum timeline facts to include
--participant <value> — Participant filter as type:uuid
--prompt <value> — Question or custom narrative prompt
--q <value> — Text query filter
--related-entity <value> — Related entity as type:uuid
--source-type <value> — Source type filter

Vault

ਸੀਕਰੇਟਸ ਵਾਲਟ।

9 ਕਮਾਂਡਾਂ
Shellsift
sift vault audit

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

Flags
--limit <value> — Maximum number of results
Shellsift
sift vault create

ਇੱਕ ਨਵਾਂ ਐਨਕ੍ਰਿਪਟਡ ਸੀਕਰੇਟ ਸੇਵ ਕਰੋ

Flags
--category <value> — Category
--description <value> — Description
--name <value> required — Secret name
--payload <value> required — JSON payload to encrypt
--slug <value> — Machine-friendly identifier
--tags <value> — Comma-separated tags
--type <env_var|credential|oauth_token|ssh_key|certificate|note> — Entry type
--url <value> — Associated URL
Shellsift
sift vault list

ਵਾਲਟ ਐਂਟਰੀਆਂ ਦੀ ਸੂਚੀ ਦੇਖੋ (ਸਿਰਫ਼ ਮੈਟਾਡੇਟਾ)

Flags
--category <value> — Filter by category
--limit <value> — Maximum number of results
--type <env_var|credential|oauth_token|ssh_key|certificate|note> — Filter by entry type
Shellsift
sift vault materialize request

Request human approval for one destination-bound Vault materialization

Flags
--destination <value> required
--entry <value> required
--expected-digest <value>
--field <value> required
--materializer-digest <value> required
--mode <0400|0600> default: "0600"
--nonce <value> required
--overwrite
--purpose <value> required
--runner-fingerprint <value> required
--runner-public-key <value> required
--tracked-exception
--workspace-root <value> required — Absolute local workspace root containing the destination
Shellsift
sift vault materialize run

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

Flags
--approval-timeout <value> default: 600
--destination <value> required
--entry <value> required
--field <value> required
--mode <0400|0600> default: "0600"
--overwrite
--purpose <value> required
--tracked-exception
--workspace-root <value> required — Absolute local workspace root containing the destination
Shellsift
sift vault materialize status

Inspect safe status for a destination-bound Vault materialization

Arguments
id required
Shellsift
sift vault read

Retired: Vault plaintext reveal is unavailable from the CLI

Arguments
id required — Vault entry ID
Shellsift
sift vault search

ਵੌਲਟ ਐਂਟਰੀਆਂ ਦੀ ਖੋਜ ਕਰੋ

Arguments
query required — Search query
Flags
--limit <value> — Maximum number of results
Shellsift
sift vault update

ਵੌਲਟ ਐਂਟਰੀ ਦੇ ਮੈਟਾਡੇਟਾ ਨੂੰ ਅੱਪਡੇਟ ਕਰੋ

Arguments
id required — Vault entry ID
Flags
--category <value> — Category
--description <value> — Description
--name <value> — Entry name
--tags <value> — Comma-separated tags
--url <value> — Associated URL

ਕੰਮ

ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਏਜੰਟ ਵਰਕ ਕਿਊ।

24 ਕਮਾਂਡਾਂ
Shellsift
sift work block

ਕਿਸੇ ਕੰਮ ਨੂੰ ਬਲੌਕਡ ਵਜੋਂ ਮਾਰਕ ਕਰੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work cancel

ਕੰਮ ਰੱਦ ਕਰੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work claim

ਅਗਲਾ ਉਪਲਬਧ ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਏਜੰਟ ਕੰਮ ਕਲੇਮ ਕਰੋ

Arguments
id — Optional specific work item ID
Flags
--agent <value> — Agent alias to claim for
--lease <value> default: 1800 — Lease seconds
--owner <value> required — Claim owner identity
Shellsift
sift work complete

ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਏਜੰਟ ਕੰਮ ਨੂੰ ਮਨਜ਼ੂਰ ਕਰੋ ਅਤੇ ਪੂਰਾ ਕਰੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work create

ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਏਜੰਟ ਕੰਮ ਬਣਾਓ

Flags
--acceptance-criteria <value> — Acceptance criteria JSON array or semicolon-separated text
--agent <value> — Assigned agent alias
--allowed-actions <value> — Allowed actions JSON object
--context <value> — Input context JSON object
--depends-on <value> — Dependency JSON array: [{"workItemId":"<uuid>","requiredGate"?:"done"|"commands_passed"}]
--project <value> — Linked project ID
--prompt <value> — Agent prompt or instructions
--rank <value> default: 0 — Queue rank
--task <value> — Parent human planning task ID
--title <value> required — Executable work item title
--verify <value> — Verification commands separated by semicolons
--write-scope <value> — Write scope JSON object
Shellsift
sift work dependencies get

Get authoritative dependencies and claimability for a work item

Arguments
id required — Work item UUID
Shellsift
sift work dependencies set

Atomically replace the authoritative dependencies for a work item

Arguments
id required — Work item UUID
Flags
--depends-on <value> required — Dependency JSON array; pass [] to clear dependencies
Shellsift
sift work dependency-policy get

Get a project default work-dependency gate

Flags
--project <value> required — Project UUID
Shellsift
sift work dependency-policy set

Set a project default work-dependency gate

Flags
--gate <done|commands_passed> required — Default gate for dependencies that omit requiredGate
--project <value> required — Project UUID
Shellsift
sift work edit

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

Arguments
id required — Work item ID
Flags
--acceptance-criteria <value> — Replacement acceptance criteria JSON array
--allowed-actions <value> — Replacement allowed actions JSON object
--context <value> — Replacement input context JSON object
--contract <value> — Replacement Work Contract V1 JSON
--contract-file <value> — Path to replacement Work Contract V1 JSON
--dry-run — Show normalized diff and proof consequences without mutating
--expected-revision <value> required — Observed work item revision
--idempotency-key <value> required — Stable retry key for this exact edit
--patch <value> — Editable fields as one JSON object
--patch-file <value> — Path to an editable-fields JSON object
--prompt <value> — Replacement prompt; use --patch for null
--rank <value> — Replacement queue rank
--reason <value> required — Auditable reason for the revision
--title <value> — Replacement title
--verify <value> — Replacement verification commands as JSON array or semicolon-separated text
--write-scope <value> — Replacement write scope JSON object
Shellsift
sift work fail

ਕੰਮ ਨੂੰ ਫ਼ੇਲ੍ਹ ਵਜੋਂ ਮਾਰਕ ਕਰੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work get

ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਏਜੰਟ ਦੇ ਕੰਮ ਦੇ ਵੇਰਵੇ ਪ੍ਰਾਪਤ ਕਰੋ

Arguments
id required — Work item ID
Shellsift
sift work heartbeat

ਕੰਮ ਦੀ ਲੀਜ਼ ਵਧਾਓ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work list

ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਏਜੰਟ ਦੇ ਕੰਮਾਂ ਦੀ ਲਿਸਟ ਦਿਖਾਓ

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
Shellsift
sift work release

ਕਲੇਮ ਕੀਤੇ ਕੰਮ ਨੂੰ ਵਾਪਸ ਕਿਊ ਵਿੱਚ ਭੇਜੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work requeue

Return blocked work to the queue for a fresh claim

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work review

ਏਜੰਟ ਦੇ ਕੰਮ ਨੂੰ ਇਨਸਾਨੀ ਰਿਵਿਊ ਦੀ ਲੋੜ ਵਜੋਂ ਮਾਰਕ ਕਰੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work revisions

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

Arguments
id required — Work item ID
Flags
--limit <value> default: 50 — Maximum revisions to return
Shellsift
sift work start

ਕੰਮ ਨੂੰ ਚੱਲ ਰਿਹਾ ਮਾਰਕ ਕਰੋ

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact refs JSON array
--claim-token <value> — Claim token returned by work claim (required for lease-owned transitions)
--lease <value> — Lease seconds
--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"?}]
Shellsift
sift work verification evidence

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

Arguments
id required — Work item ID
Flags
--artifacts <value> — Artifact reference JSON array for larger logs
--attempt <value> required — Caller-stable attempt identity
--environment <value> required — Execution environment label
--exit-code <value> — Process exit code when applicable
--outcome <passed|failed|error> required — Attempt outcome
--output <value> — Bounded output excerpt; secrets are redacted by the API
--plan-version <value> required — Active verification plan version
--provenance <value> — Evidence provenance JSON object
--ran-at <value> — RFC3339 execution timestamp
--step <value> required — Stable verification step UUID
Shellsift
sift work verification history

List immutable verification-plan history and coverage

Arguments
id required — Work item ID
Shellsift
sift work verification plan

Show the active versioned verification plan and coverage

Arguments
id required — Work item ID
Shellsift
sift work verification revise

Create an audited active verification-plan revision

Arguments
id required — Work item ID
Flags
--expected-version <value> required — Observed active plan version
--provenance <value> — Revision provenance JSON object
--reason <value> required — Audited revision reason
--steps <value> — Verification step JSON array
--steps-file <value> — Path to a verification step JSON array
--yes — Confirm activation without prompting
Shellsift
sift work verify

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

Arguments
id required — Work item ID
Flags
--history — List historical verifier runs recorded before retirement
--model <value> — Deprecated; ignored because hosted verification is retired
--reps <value> — Deprecated; ignored because hosted verification is retired

ਵਰਕਰ

ਲੋਕਲ ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਵਰਕ ਰਨਰ।

1 ਕਮਾਂਡ
Shellsift
sift worker run

ਐਗਜ਼ੀਕਿਊਟੇਬਲ ਕੰਮ ਪ੍ਰਾਪਤ ਕਰੋ, ਲੋਕਲ ਵਰਕਰ ਕਮਾਂਡ ਚਲਾਓ, ਅਤੇ ਰਿਵਿਊ ਦੀ ਲੋੜ ਵਾਲੇ ਆਰਟੀਫੈਕਟਸ ਦੀ ਰਿਪੋਰਟ ਕਰੋ

Flags
--agent <value> required — Agent alias to claim work for
--command <value> required — Local command to run for the claimed work item
--cwd <value> — Fallback working directory for the local command
--lease <value> default: 1800 — Lease seconds
--owner <value> required — Worker owner fingerprint

ਇੰਟਰਐਕਟਿਵ ਕੋਪਾਇਲਟ

sift interactive ਕਮਾਂਡ ਇੱਕ ਟਰਮੀਨਲ ਕੋਪਾਇਲਟ ਸ਼ੁਰੂ ਕਰਦੀ ਹੈ ਜੋ ਚੈਟ ਕਰਦਾ ਹੈ, ਟੂਲ ਚਲਾਉਂਦਾ ਹੈ, ਕੋਡ ਸੋਧਦਾ ਹੈ, ਪੈਰਲਲ ਏਜੰਟ ਬ੍ਰਾਂਚਾਂ ਬਣਾਉਂਦਾ ਹੈ, ਕੰਮ ਦੀ ਯੋਜਨਾ ਬਣਾਉਂਦਾ ਹੈ ਅਤੇ ਡਾਇਗ੍ਰਾਮ ਰੈਂਡਰ ਕਰਦਾ ਹੈ — ਇਹ ਸਭ ਕੁਝ ਟਰਮੀਨਲ ਦੇ ਅੰਦਰ, ਤੁਹਾਡੇ ਫਾਈਲ ਸਿਸਟਮ ਅਤੇ Siftable ਵਰਕ ਗ੍ਰਾਫ 'ਤੇ ਹੁੰਦਾ ਹੈ।

Terminal
$ sift interactive

ਜ਼ਰੂਰਤਾਂ ਅਤੇ ਸਟਾਰਟਅੱਪ

  • Bun ਜ਼ਰੂਰੀ ਹੈ। sift interactive Bun ਨੂੰ ਦੁਬਾਰਾ ਚਲਾਉਂਦਾ ਹੈ; ਜੇਕਰ ਇਹ ਇੰਸਟਾਲ ਨਹੀਂ ਹੈ ਤਾਂ ਇਹ curl -fsSL https://bun.sh/install | bash ਪ੍ਰਿੰਟ ਕਰਦਾ ਹੈ।
  • ਪ੍ਰਮਾਣਿਕਤਾ (Authentication) ਜ਼ਰੂਰੀ ਹੈ--token, SIFT_TOKEN, ਜਾਂ sift auth login ਰਾਹੀਂ।
  • ਬ੍ਰੇਨ (Brain) ਪ੍ਰੋਸੈਸ ਦੇ ਅੰਦਰ ਹੀ ਚੱਲਦਾ ਹੈ — ਸ਼ੁਰੂ ਕਰਨ ਲਈ ਕੋਈ ਵੱਖਰਾ ਡੈਮਨ (daemon) ਨਹੀਂ ਹੈ।
  • ਲਿਖਣ ਦੀ ਸੀਮਾ ਵਰਕਸਪੇਸ ਰੂਟ (workspace root) ਤੱਕ ਹੈ — ਤੁਹਾਡੀ ਲਾਂਚ ਡਾਇਰੈਕਟਰੀ ਦਾ ਸਭ ਤੋਂ ਨਜ਼ਦੀਕੀ ਪੁਰਖਾ ਜਿਸ ਵਿੱਚ .git ਹੈ। ਇਹ ਉਹ ਸੀਮਾ ਹੈ ਜਿਸਦੀ /status ਰਿਪੋਰਟ ਕਰਦਾ ਹੈ ਅਤੇ ਨੇਟਿਵ ਰਾਈਟ ਪਾਥ (write path) ਲਾਗੂ ਕਰਦਾ ਹੈ।

ਇੰਟਰਫੇਸ

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.

ਸਲੈਸ਼ ਕਮਾਂਡਾਂ

ਕਮਾਂਡ ਮੀਨੂ ਖੋਲ੍ਹਣ ਲਈ / ਟਾਈਪ ਕਰੋ। ਲੁਕਵੀਆਂ ਕਮਾਂਡਾਂ ਟਾਈਪ ਕੀਤੀਆਂ ਜਾ ਸਕਦੀਆਂ ਹਨ ਪਰ ਮੀਨੂ ਵਿੱਚ ਦਿਖਾਈ ਨਹੀਂ ਦਿੰਦੀਆਂ।

CommandGroupDescription
/help, /hotkeys, /statusSessionCommand list, keyboard shortcuts, and current model/scope/queue status
/cwd [path]SessionShow or change the working directory (recomputes the workspace root)
/copy [last|all|explorer]SessionCopy the latest reply, whole transcript, or latest explorer report to the clipboard
/clear, /quitSessionReset the transcript; exit
/threads [clear], /compactSessionManage the persisted thread; force a context compaction (requires context compaction enabled)
/model [id] [effort]ModelOpen the model picker or select a model and reasoning effort directly
/codex [login|on|use|off|logout|status]ModelControl the Codex (ChatGPT) engine; default subcommand is status
/key <provider> <key>, /key vault <provider>ModelStore a provider API key, or hydrate it from Siftable Vault
/loginModelSiftable device-code login from inside the TUI
/explorerModelConfigure the repo Explorer (context-gathering backend)
/skills [name]SkillsList discovered skills, or print one skill's body
/branchesBranchesOpen the parallel-agent branches hub
/spawn <title> [--rw <globs>|--rw-any|--ro]BranchesStart a child agent branch in its own git worktree with an access mode
/merge, /rebase, /sendback, /rejectBranchesLand, replay, resume, or reject a child branch
/workWorkOpen the work-queue hub (board of agents and items by status)
/plan [objective | work [--apply] [--after SRC:DST] [--limit N] | view]WorkPlan from an objective, or compute a precedence DAG over the agent work queue as a Mermaid graph
/handoff <title> [--agent ..] [--files ..] [--acceptance ..] [--verify ..]WorkCreate a Siftable work item from the current context
/proof <claim>, /remember <fact> --category <..>WorkGather code/test evidence; store durable code memory
/crew [list|show|new|run], /collabCrewsManage and run multi-agent crews; show in-process collaboration sessions
/mermaid [request|file.mmd|source], /viewDiagramsRender Mermaid (NL request, file, or source) in the terminal; open the pannable viewer
/theme, /sounds [on|off]AppearanceOpen the appearance picker; toggle UI sounds

ਮਾਡਲ ਅਤੇ ਇੰਜਣ

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.

ਸਕਿੱਲਜ਼

SKILL.md ਸਕਿੱਲਜ਼ (ਪ੍ਰੋਜੈਕਟ > ਯੂਜ਼ਰ > ਬਿਲਟ-ਇਨ) <root>/{.sift,.claude,.codex,.agents}/skills, ~/.claude|.codex|.agents/skills, ~/.config/sift/skills, ਅਤੇ ਪੈਕੇਜ ਵਿੱਚ ਸ਼ਾਮਲ ਸਕਿੱਲਜ਼ ਵਿੱਚੋਂ ਲੱਭੀਆਂ ਜਾਂਦੀਆਂ ਹਨ। ਏਜੰਟ ਕਿਸੇ ਟੂਲ ਰਾਹੀਂ ਸਕਿੱਲ ਦੀ ਵਰਤੋਂ ਕਰ ਸਕਦਾ ਹੈ, ਅਤੇ ਇਸਦੇ ਸਿਸਟਮ ਪ੍ਰੋਂਪਟ ਵਿੱਚ ਲਗਭਗ 50 ਸਕਿੱਲਜ਼ ਦਿਖਾਈਆਂ ਜਾਂਦੀਆਂ ਹਨ।

ਕੀਬੋਰਡ ਸ਼ਾਰਟਕੱਟ

ਓਵਰਲੇਅ ਕੀਬੋਰਡ ਨੂੰ ਪਹਿਲਾਂ ਕੈਪਚਰ ਕਰਦੇ ਹਨ, ਇਸ ਲਈ ਬਾਈਂਡਿੰਗ ਮੋਡ ਦੇ ਮੁਤਾਬਕ ਹੁੰਦੀਆਂ ਹਨ।

  • 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

ਨੇਟਿਵ ਐਕਸਲਰੇਸ਼ਨ

ਪਰਫਾਰਮੈਂਸ ਲਈ ਅਹਿਮ ਪਾਥ (ਕੰਟੈਕਸਟ ਕੰਪੈਕਸ਼ਨ, ਲੌਂਗ-ਥ੍ਰੈਡ ਮੈਮੋਰੀ, ਫਾਈਲ ਸਿਸਟਮ ਸਕੈਨਿੰਗ, ਮਰਜ ਆਰਕੈਸਟ੍ਰੇਸ਼ਨ, ਇਮੇਜ ਹੈਂਡਲਿੰਗ) Bun FFI ਰਾਹੀਂ ਲੋਡ ਕੀਤੇ ਗਏ ਨੇਟਿਵ Zig ਮੋਡਿਊਲਾਂ ਰਾਹੀਂ ਚੱਲਦੇ ਹਨ, ਜਿਨ੍ਹਾਂ ਵਿੱਚੋਂ ਹਰੇਕ ਦਾ ਇੱਕ ਟਾਈਪਸਕ੍ਰਿਪਟ (TypeScript) ਫਾਲਬੈਕ ਹੁੰਦਾ ਹੈ। ਪੈਕੇਜ macOS (Apple Silicon) ਅਤੇ Linux (x64) ਲਈ ਪਹਿਲਾਂ ਤੋਂ ਬਣੀਆਂ ਲਾਇਬ੍ਰੇਰੀਆਂ ਦੇ ਨਾਲ ਆਉਂਦਾ ਹੈ; ਬਾਕੀ ਪਲੇਟਫਾਰਮ ਫਾਲਬੈਕ ਦੀ ਵਰਤੋਂ ਕਰਦੇ ਹਨ। ਫਾਲਬੈਕਸ ਨੂੰ ਜ਼ਬਰਦਸਤੀ ਲਾਗੂ ਕਰਨ ਲਈ SIFT_NO_NATIVE=1 ਸੈੱਟ ਕਰੋ, ਅਤੇ ਲਾਈਵ ਕੰਟੈਕਸਟ-ਟੋਕਨ ਮੀਟਰ ਦੇ ਨਾਲ ਥ੍ਰੈਡ ਪਰਸਿਸਟੈਂਸ ਅਤੇ ਰੈਜ਼ਿਊਮੇ ਨੂੰ ਚਾਲੂ ਕਰਨ ਲਈ SIFT_CONTEXT_COMPACTION=1 ਸੈੱਟ ਕਰੋ।

ਦਿੱਖ & ਆਵਾਜ਼

/theme ਵਿੱਚ 10 ਸਕੀਮਾਂ ਮਿਲਦੀਆਂ ਹਨ (ਡਿਫੌਲਟ "sieve" — ਚਾਰਕੋਲ 'ਤੇ ਗਰਮ ਅੰਬਰ), ਜੋ ~/.siftable/appearance.json ਵਿੱਚ ਸੇਵ ਹੁੰਦੀਆਂ ਹਨ। /sounds UI ਸਾਊਂਡ ਇਫੈਕਟਸ ਨੂੰ ਚਾਲੂ/ਬੰਦ ਕਰਦਾ ਹੈ (ਡਿਫੌਲਟ ਵਜੋਂ ਬੰਦ), ਜੋ ~/.siftable/sounds.json ਵਿੱਚ ਸੇਵ ਹੁੰਦੇ ਹਨ ਅਤੇ SIFT_SOUNDS ਨਾਲ ਬਦਲੇ ਜਾ ਸਕਦੇ ਹਨ।

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.

ਪੂਰੀ ਜਾਣਕਾਰੀ, ਜਿਸ ਵਿੱਚ ਹਰ ਸਲੈਸ਼ ਕਮਾਂਡ, ਕੀ-ਬਾਈਂਡਿੰਗ, ਇਨਵਾਇਰਨਮੈਂਟ ਵੇਰੀਏਬਲ, ਅਤੇ ਕਨਫਿਗ ਫਾਈਲ ਸ਼ਾਮਲ ਹੈ: GitHub 'ਤੇ docs/interactive.md

Give your agent a workspace.