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Get Started Free →Get prediction market odds and prices from Polymarket and Kalshi
.claude/skills/gooseworks-ai-prediction-market-odds/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | 35% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 99% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 84% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 135% | 0% |
Read your credentials from ~/.gooseworks/credentials.json:
bashexport GOOSEWORKS_API_KEY=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json'))['api_key'])") export GOOSEWORKS_API_BASE=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json')).get('api_base','https://api.gooseworks.ai'))")
If ~/.gooseworks/credentials.json does not exist, tell the user to run: npx gooseworks login
All endpoints use Bearer auth: -H "Authorization: Bearer $GOOSEWORKS_API_KEY"
Get current odds, prices, and market data from prediction markets like Polymarket and Kalshi.
Uses the Dome API to aggregate prediction market data from Polymarket and Kalshi.
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/markets","query":{"status":"open"}}'
<details> <summary>curl equivalent</summary>
bashcurl -X POST "https://api.orth.sh/v1/run" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/markets"}'
</details>
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/markets","query":{"search":"election"}}'
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/kalshi/markets"}'
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/activity"}'
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/orders"}'
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/matching-markets/sports"}'
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/matching-markets/sports/nba"}'
/polymarket/markets, /kalshi/markets)Returns markets array:
["politics", "us election"])id and label (typically "Yes"/"No")/polymarket/activity)Returns activities array:
BUY, SELL, or MERGEUser: "What are the odds on Polymarket right now?"
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/markets","query":{"status":"open"}}'
User: "Show me Kalshi prediction markets"
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/kalshi/markets"}'
User: "What's happening in prediction markets?"
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/polymarket/activity"}'
User: "Any sports betting markets?"
bashcurl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \ -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \ -H "Content-Type: application/json" \ -d '{"api":"dome","path":"/matching-markets/sports"}'
search requires status parameter (open or closed) — always include bothmarkets array means no markets match the search term| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-08 | fail→pass | 9,571 | 2,996 | -69% | 1 | 1 | 0% | 1,875 | 2,531 | +35% | 0 | 0 | — |
case-01 | fail→fail | 4,940 | 7,106 | +44% | 1 | 1 | 0% | 257 | 2,375 | +824% | 0 | 0 | — |
case-02 | fail→fail | 6,275 | 8,062 | +28% | 1 | 1 | 0% | 1,079 | 2,483 | +130% | 0 | 0 | — |
case-03 | fail→fail | 4,635 | 6,481 | +40% | 1 | 1 | 0% | 785 | 2,411 | +207% | 0 | 0 | — |
case-04 | fail→pass | 10,137 | 2,821 | -72% | 1 | 1 | 0% | 2,194 | 2,512 | +14% | 0 | 0 | — |
case-05 | fail→pass | 5,413 | 1,507 | -72% | 1 | 1 | 0% | 1,055 | 2,102 | +99% | 0 | 0 | — |
case-06 | fail→pass | 6,432 | 1,973 | -69% | 1 | 1 | 0% | 1,239 | 2,283 | +84% | 0 | 0 | — |
case-07 | fail→pass | 5,395 | 3,004 | -44% | 1 | 1 | 0% | 1,060 | 2,488 | +135% | 0 | 0 | — |
case-09 | fail→pass | 8,752 | 2,421 | -72% | 1 | 1 | 0% | 1,685 | 2,433 | +44% | 0 | 0 | — |
case-10 | fail→pass | 8,251 | 2,130 | -74% | 1 | 1 | 0% | 1,632 | 2,289 | +40% | 0 | 0 | — |
case-11 | fail→pass | 9,194 | 1,603 | -83% | 1 | 1 | 0% | 1,568 | 2,231 | +42% | 0 | 0 | — |
case-12 | fail→pass | 11,792 | 2,727 | -77% | 1 | 1 | 0% | 2,121 | 2,540 | +20% | 0 | 0 | — |
case-13 | fail→pass | 9,843 | 1,826 | -81% | 1 | 1 | 0% | 1,667 | 2,284 | +37% | 0 | 0 | — |
case-14 | pass→pass | 3,419 | 1,948 | -43% | 1 | 1 | 0% | 535 | 2,244 | +319% | 0 | 0 | — |
case-15 | pass→pass | 9,814 | 1,925 | -80% | 1 | 1 | 0% | 1,507 | 2,302 | +53% | 0 | 0 | — |
case-16 | pass→pass | 10,667 | 3,784 | -65% | 1 | 1 | 0% | 1,677 | 2,449 | +46% | 0 | 0 | — |
case-17 | fail→pass | 9,877 | 1,541 | -84% | 1 | 1 | 0% | 1,702 | 2,234 | +31% | 0 | 0 | — |
case-18 | fail→pass | 6,643 | 1,364 | -79% | 1 | 1 | 0% | 1,232 | 2,140 | +74% | 0 | 0 | — |
case-19 | fail→pass | 9,170 | 2,181 | -76% | 1 | 1 | 0% | 1,460 | 2,330 | +60% | 0 | 0 | — |
case-20 | pass→pass | 3,019 | 3,641 | +21% | 1 | 1 | 0% | 473 | 2,566 | +442% | 0 | 0 | — |
case-21 | pass→pass | 10,714 | 7,813 | -27% | 1 | 1 | 0% | 1,733 | 3,261 | +88% | 0 | 0 | — |
case-22 | fail→fail | 4,310 | 7,534 | +75% | 1 | 1 | 0% | 736 | 2,450 | +233% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 18 counted toward the lift figure. The other 4 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +59 percentage points is the difference between those two pass rates over the 18 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.