Everything an agent can do with Shadow, organized by category. The names below are the exact identifiers your agent calls.

Analytics & data

• query_combined_dtc_data — Cross-channel blended metrics: revenue, spend, ROAS and CAC across all platforms in one query.

• enhanced_daily_data — Daily time-series breakdown with platform-level granularity and trend deltas.

• period_summary — Pre-aggregated 7, 30 and 90-day summaries — the fastest option for high-level overviews.

• query_data — Platform-specific breakdown at campaign, ad set, ad, keyword, product or flow level.

• query_shopify_cohorts — Monthly cohort retention and LTV curves at 1, 3, 6, 12, 24 and 36-month horizons.

Creative

• get_creative_performance_cards — Top and bottom Meta creative cards with spend, ROAS, CTR and thumbnails.

• query_meta_assets — Fetch Meta creative images and videos by ad ID, creative ID or campaign.

• creative_inventory — Snapshot of active Meta creatives: what is live, spend, ROAS, age and fatigue status.

• analyze_media — Analyze images, video or audio with vision AI — hooks, formats, on-image text, quality signals.

• get_brand_style — Read the workspace brand style guide: colors, typography, voice and AI prompt context.

• save_brand_style — Create or update a brand style guide asset. Write

• list_workspace_models — List custom fine-tuned models and style assets created in this workspace.

• get_model_assets — Inspect reference images and metadata for a specific model or style asset.

Workspace & context

• get_workspace_context — Live workspace state: team members, recent tasks and integrations with sync status.

• get_org_context — Brand identity, mission, marketing objectives and competitor landscape.

• get_recent_threads — The 15 most recently active threads, with summaries.

• list_integrations — All connected data platforms with connection and sync status.

• memory — Search workspace memory accumulated across sessions.

• memory_update — Upsert or delete workspace memory entries. Write

Knowledge base & files

• search_knowledge_base — Full-text search across Shadow's knowledge base: methodology, frameworks and playbooks.

• read_kb_page — Read a specific knowledge base article and follow wikilinks across the graph.

• filesystem — Read knowledge docs, skills, brand styles, pages and uploaded workspace files.

• filesystem_write — Create, update, move and delete files and folders in the workspace. Write

• google_drive — Search, list and read files from connected Google Drive.

• save_url_as_workspace_file — Save an external file URL into the workspace filesystem. Write

Skills

• list_skills — Discover available skills, system and workspace, before producing a structured deliverable.

• get_skill — Load a skill's workflow instructions by ID.

• read_skill_file — Read supplementary files referenced by a skill.

Available system skills: ab-test-planner-analyser, ad-copy-generator, brand-style-extractor, chart-creation, competitive-paid-social-research, content-performance-analyzer, creative-brief-generator, creative-performance-analyzer, creative-strategy, cro-audit, google-ads-analyzer, growth-audit, incrementality-analyzer, market-research, meta-ads-analyzer, performance-report, revenue-forecast, root-cause, tiktok-ads-analyzer, visual-designer, and more.

Communication & scheduling

• slack — Search Slack messages, list channels and synthesize Slack content.

• send_slack_message — Send a message to a channel or DM a user. Write

• meetings — List, search and synthesize meeting notes and calendar events.

• list_scheduled_tasks — List the scheduled recurring tasks for the workspace.

• scheduled_tasks — Create, update or delete scheduled tasks: reports, alerts and workflows. Write

Utilities

• calculate — Arithmetic, percentages, financial rounding and margins, statistics.

• generate_dynamic_charts — Render dynamic charts for data visualization.

• generate_dashboard — Render a multi-chart dashboard block for a comprehensive overview.

• save_response — Save the current analysis as a knowledge document in the workspace. Write

• save_images_as_custom_asset — Group workspace images into a custom model asset for generation reference. Write

• billing — Check credit usage: organization-wide, personal or per task.