seer-market（先知市场）

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 counts

List / 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 sources

Snapshots

seer-q snapshot                 # Latest global regime snapshot
seer-q snapshot --history       # Regime snapshot history (default 10)
seer-q snapshot --history --limit 5  # Limit history count

Usage & 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:

Key Response Fields

Market/Topics:

• regime_summary — one-line market regime
• standing_thesis — topic thesis
• standing_digest — topic summary
• bias — bullish/bearish/neutral/mixed/unclear
• thread_count — number of threads in topic
• view_url — link to the interactive map (always share — opens the topic on a 3D sphere the user can click around)

Threads:

• thesis — thread thesis
• bias, status — current stance and lifecycle
• snapshot — detailed analysis: assessment, conviction, catalysts, outcomes, risk_case, what_breaks_it, assets_exposed, top_contradiction
• supporting_count, contradicting_count — evidence balance
• view_url — link to the interactive map (always share — opens the map focused on this thread in its topic context)

Claims:

• statement — the claim text
• claim_mode — observed/interpreted/forecast/attributed
• thread_role — support/contradiction
• event_date — when the event occurred
• status — pending/current/stale/discarded
• asset_mentions — related assets
• source_id — link to source

Sources:

• title, url — source identity
• source_tier — 1 (highest) to 3
• gate_decision — process/drop
• published_at, ingested_at — timing

Global snapshot:

• regime_summary — one-liner
• snapshot.verdict — stance + rationale
• snapshot.major_drivers — key market drivers
• snapshot.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