Seer Market Intelligence
Read seer-shared for response format, the web UI, and common rules.
Command Reference
Entity lookup
seer-q search "QUERY" # Fuzzy search across topics, threads, assets
seer-q topic TOPIC_ID # Topic detail: thesis, bias, all threads within it
seer-q thread THREAD_ID # Thread detail: snapshot, all claims, evidence countsList / browse
seer-q market # Global regime + all topics with thread counts
seer-q topics # List all topics with thread counts
seer-q threads # List all threads (newest activity first)
seer-q threads --topic ID # Threads in a specific topic
seer-q threads --status active # Filter by status (active/weakening/divided/resolved)
seer-q claims # Latest 100 claims (newest first)
seer-q claims --thread ID # Claims for a specific thread
seer-q claims --status current # Filter by status (pending/current/stale/discarded)
seer-q claims --mode observed # Filter by mode (observed/interpreted/forecast/attributed)
seer-q sources # Latest 100 ingested sources
seer-q sources --decision process # Only processed sources
seer-q sources --tier 1 # Only tier-1 sourcesSnapshots
seer-q snapshot # Latest global regime snapshot
seer-q snapshot --history # Regime snapshot history (default 10)
seer-q snapshot --history --limit 5 # Limit history countUsage & audit
seer-q usage # Token usage summary (--since P, default 24h)
seer-q decisions # Decision log (--stage S, --run ID, --entity-type T, --entity-id I, --limit N)Query Strategy
Map the user's question to the right command sequence:
| User intent | Commands |
|---|---|
| Overall market / "how's the market" | seer-q market |
| List all topics | seer-q topics |
| Hottest/most active topic | seer-q topics → pick highest thread_count or most recent activity |
| Specific sector deep-dive (e.g., "AI infra") | seer-q search "KEYWORDS" → seer-q topic ID |
| Specific angle/trade (e.g., "NVIDIA bear case") | seer-q search "KEYWORDS" → seer-q thread ID |
| Analyze an asset (e.g., "analyze NVIDIA") | seer-q search "ASSET" → fetch relevant topic + multiple thread details |
| Latest events / recent claims | seer-q claims → summarize the newest entries |
| Claims for a thread | seer-q claims --thread ID |
| Recent sources / what was ingested | seer-q sources |
| Bull/bear case for X | seer-q search "X" → seer-q thread ID → focus on risk_case, contradicting claims |
| Market regime history / trend | seer-q snapshot --history |
| Global regime details | seer-q snapshot |
| Threads in a topic | seer-q threads --topic ID or seer-q topic ID (which includes threads) |
Key Response Fields
Market/Topics:
regime_summary— one-line market regimestanding_thesis— topic thesisstanding_digest— topic summarybias— bullish/bearish/neutral/mixed/unclearthread_count— number of threads in topicview_url— link to the interactive map (always share — opens the topic on a 3D sphere the user can click around)
Threads:
thesis— thread thesisbias,status— current stance and lifecyclesnapshot— detailed analysis:assessment,conviction,catalysts,outcomes,risk_case,what_breaks_it,assets_exposed,top_contradictionsupporting_count,contradicting_count— evidence balanceview_url— link to the interactive map (always share — opens the map focused on this thread in its topic context)
Claims:
statement— the claim textclaim_mode— observed/interpreted/forecast/attributedthread_role— support/contradictionevent_date— when the event occurredstatus— pending/current/stale/discardedasset_mentions— related assetssource_id— link to source
Sources:
title,url— source identitysource_tier— 1 (highest) to 3gate_decision— process/droppublished_at,ingested_at— timing
Global snapshot:
regime_summary— one-linersnapshot.verdict— stance + rationalesnapshot.major_drivers— key market driverssnapshot.key_uncertainties— what could change
Examples
User: "how's the market" -> seer-q market -> Summarize regime_summary, verdict, top topics by thread count -> Share the market view_url — mention they can click into topics and explore the driver network there -> Share each topic's view_url as you mention them
User: "latest 10 events" -> seer-q claims -> Take first 10 from response (already sorted newest-first) -> Summarize each claim: statement, event_date, asset_mentions -> No view_url on individual claims
User: "hottest topic right now" -> seer-q topics -> Find topic with highest thread_count or most recent thread activity -> seer-q topic ID for detail -> Summarize thesis, bias, top threads -> Share the topic view_url — the user can explore all its threads visually on the map
User: "analyze NVIDIA" -> seer-q search "NVIDIA" -> Fetch each relevant topic and thread -> Synthesize: bull case (supporting threads), bear case (contradicting/risk), key catalysts -> Include view_urls as you go so the user can click into any angle that interests them
User: "what's the bear case for AI" -> seer-q search "AI" -> Find bearish/weakening threads -> seer-q thread ID for the most relevant -> Focus on risk_case, what_breaks_it, contradicting claims -> Share thread view_url — the map shows the evidence balance visually
User: "recent sources" -> seer-q sources -> Summarize: title, tier, published_at, gate_decision -> Group by decision (processed vs dropped) if useful
User: "how has the market regime changed" -> seer-q snapshot --history -> Show regime_summary progression over time -> Note any shifts in stance
User: "what claims support thread X" -> seer-q claims --thread ID -> Filter/highlight claims with thread_role=support -> Summarize key supporting evidence -> Share thread view_url if available