Common workflows

# 1. Find candidate markets
sf query "Will the Fed cut rates by July?" --json --limit 5

# 2. Inspect the most interesting one
sf inspect KXFEDRATE-26JUL --json

# 3. Build a thesis
sf create "Fed cuts rates by July driven by jobs softening + CPI ≤ 2.5%"

# 4. Pull thesis context
sf context <thesis-id> --json

# 5. Inject a signal
sf signal <thesis-id> "NFP came in 50K below consensus"

# 6. Trigger evaluation
sf evaluate <thesis-id>

# 1. Add to watchlist
sf watchlist add KXRATECUT-26DEC31

# 2. Register webhook receiver
sf webhooks create --url https://your.app/sf-hook --label ops
# → returns webhook id we_... and secret

# 3. Create alert
sf alerts create \
  --object <watched-object-id> \
  --condition price_above \
  --threshold 65 \
  --channel webhook \
  --endpoint <webhook-endpoint-id>

# 4. Test fire
sf alerts test <alert-id>

# 1. Configure local Kalshi keys
sf setup    # walks through Kalshi key + Polymarket wallet

# 2. Enable cloud manager
sf portfolio enable
# → walks through encryption + upload + cron + execution mode + strategies

# 3. Set strategies / views (optional)
sf portfolio strategy add "Fed thesis" "Long YES on Fed cut markets when IY > 30%"
sf portfolio view add "Recession 2026" "Soft landing more likely than hard" --conviction 4

# 4. Trigger first tick
sf portfolio trigger

# 5. Watch
sf portfolio status --json
sf portfolio history --json --ticks 10

# Spawn sf in headless mode and pipe NDJSON in/out
sf agent --headless < your-tool-calls.ndjson > output.ndjson

import subprocess, json

proc = subprocess.Popen(
    ['sf', 'agent', '--headless'],
    stdin=subprocess.PIPE, stdout=subprocess.PIPE
)

# Send a tool call
proc.stdin.write(json.dumps({
    'tool_call_id': 'tc_1',
    'tool_name': 'query',
    'arguments': { 'q': 'Fed rate cut', 'limit': 3 }
}).encode() + b'\n')
proc.stdin.flush()

# Read result
result = json.loads(proc.stdout.readline())
print(result)

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  width="320" height="220"
  loading="lazy"
  style="border: 0; border-radius: 8px;"
></iframe>

<div data-sf-embed="KXRATECUT-26DEC31"></div>
<script src="https://simplefunctions.dev/embed.js" async></script>