Seer Market Intelligence

Read seer-shared for response format, the web UI, and common rules.

Command Reference

Entity lookup

bash

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

bash

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

bash

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

bash

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 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

seer-market

NPX Install

Tags

SKILL.md Content

Seer Market Intelligence

Command Reference

Entity lookup

List / browse

Snapshots

Usage & audit

Query Strategy

Key Response Fields

Examples