Verify Claim
/install claim-verify
verify-claim
Verify factual claims against live data before using them in responses, calculations, or decisions. Returns structured verdicts with confidence scores and current truth values.
When to Activate
Use this skill whenever:
- A user states a number as fact ("the exchange rate is 0.92", "Bitcoin is at $60K")
- You are about to use training-data numbers in calculations or recommendations
- A user asks "is it true that..." or "can you verify..."
- You need a current price, rate, date, or statistic for an accurate response
- You are writing a report or analysis that cites specific figures
- A previous response included a number that may have changed since your training cutoff
Do NOT use for: opinions, predictions, subjective claims, private/internal data, or questions about future events.
Workflow
Step 1: Extract the claim
Identify the specific factual assertion. Be precise — "Bitcoin price is above $60,000" is better than "Bitcoin is expensive."
Step 2: Check via MCP tool (preferred)
If @agentutil/verify-mcp is available as an MCP tool, use it directly:
verify_claim({ claim: "The USD to EUR exchange rate is 0.92" })
Step 3: Fall back to HTTP
If no MCP tool is available, call the API:
curl -X POST https://verify.agentutil.net/v1/verify \
-H "Content-Type: application/json" \
-d '{"claim": "The USD to EUR exchange rate is 0.92"}'
Optional: add "category" for faster routing — financial, entity, geo, or factcheck.
Step 4: Interpret the verdict
| Verdict | Confidence | What to do |
|---|---|---|
confirmed |
> 0.9 | Safe to use. Cite current_truth as the verified value. |
confirmed |
0.7-0.9 | Likely correct but note the uncertainty to the user. |
stale |
any | The claim WAS true but data has changed. Use current_truth instead. Tell the user: "That was previously correct, but the current value is X." |
disputed |
any | Sources disagree. Present both sides — do NOT pick one. Say: "Sources conflict on this — [source A] says X while [source B] says Y." |
false |
> 0.8 | Contradicts current data. Correct it: "Actually, the current value is X." |
false |
\x3C 0.8 | Likely wrong but not certain. Flag it: "This doesn't match current data (X), but confidence is moderate." |
unknown |
any | Could not verify. Say so honestly — do NOT guess. |
Step 5: Act on the result
- In calculations: always substitute
current_truthfor the original claim value - In reports: cite the verified figure with freshness indicator ("as of [freshness]")
- In conversations: correct stale data naturally without being preachy
- If
unknown: proceed with the original value but caveat that it's unverified
Response Format
{
"verdict": "confirmed",
"confidence": 0.95,
"current_truth": "0.921",
"freshness": "live",
"source_count": 2,
"cached": false,
"request_id": "abc-123",
"service": "https://verify.agentutil.net"
}
Categories
For faster routing, specify a category:
financial— exchange rates, crypto prices, stock pricesentity— company info, population, founding datesgeo— timezones, geographic datafactcheck— general fact-checking via Google Fact Check API
Trending Claims
See what others are verifying:
curl https://verify.agentutil.net/v1/trending
Pricing
- Free tier: 25 queries/day, no authentication required
- Paid tier: unlimited queries via x402 protocol (USDC on Base), $0.004/query
Agent Discovery
- MCP server:
@agentutil/verify-mcp(npm) - Agent Card:
https://verify.agentutil.net/.well-known/agent.json - Service metadata:
https://verify.agentutil.net/.well-known/agent-service.json
Privacy
No authentication required for free tier. Query content is not stored beyond transient cache (max 1 hour). No personal data collected. Rate limiting uses IP hashing only.
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install claim-verify - 安装完成后,直接呼叫该 Skill 的名称或使用
/claim-verify触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
Verify Claim 是什么?
When any factual claim is made — exchange rates, prices, dates, statistics — verify it against live data before using it. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 434 次。
如何安装 Verify Claim?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install claim-verify」即可一键安装,无需额外配置。
Verify Claim 是免费的吗?
是的,Verify Claim 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Verify Claim 支持哪些平台?
Verify Claim 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Verify Claim?
由 CutTheMustard(@cutthemustard)开发并维护,当前版本 v2.0.1。