← Back to Skills Marketplace
cutthemustard

Verify Claim

by CutTheMustard · GitHub ↗ · v2.0.1 · MIT-0
cross-platform ✓ Security Clean
434
Downloads
0
Stars
1
Active Installs
3
Versions
Install in OpenClaw
/install claim-verify
Description
When any factual claim is made — exchange rates, prices, dates, statistics — verify it against live data before using it.
README (SKILL.md)

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_truth for 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 prices
  • entity — company info, population, founding dates
  • geo — timezones, geographic data
  • factcheck — 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.

Usage Guidance
This skill is internally consistent: it simply calls a remote verification API (or an MCP tool) and returns structured verdicts. Before installing, confirm you are comfortable with network calls to https://verify.agentutil.net (queries will be sent there and may include the claim text), review the service's privacy/terms if you plan to send sensitive content, and verify the authenticity of the referenced MCP npm package if you plan to add it. Note the free tier is anonymous but limited; if you use the paid pathway (on-chain payments) expect separate wallet/transaction flows outside this skill. The bundle contains only instructions (no code), so the platform-level scanner had nothing else to inspect.
Capability Analysis
Type: OpenClaw Skill Name: claim-verify Version: 2.0.1 The skill provides a legitimate utility for verifying factual claims against a third-party API (verify.agentutil.net) or an MCP tool (@agentutil/verify-mcp). The instructions in SKILL.md are well-structured, aligning with the stated purpose of fact-checking, and do not contain any evidence of data exfiltration, malicious command execution, or harmful prompt injection.
Capability Assessment
Purpose & Capability
The name/description (verify factual claims) aligns with the instructions (call an MCP tool if available or POST to https://verify.agentutil.net/v1/verify). It does not request unrelated credentials, binaries, or system access.
Instruction Scope
Runtime instructions are narrowly scoped to extracting a claim, querying the verify service, interpreting the returned verdict, and substituting or citing the verified value. They do not ask the agent to read local files, environment variables, or other system state outside the verification flow.
Install Mechanism
No install spec or code files are present; the skill is instruction-only. It references an MCP tool (@agentutil/verify-mcp) as a preferred local integration but does not require installing anything in the skill bundle itself.
Credentials
The skill requires no environment variables, credentials, or config paths. All external interaction is to the named verification service; this is proportional to the stated function.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request persistent presence or elevated privileges and does not modify other skills or system-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install claim-verify
  3. After installation, invoke the skill by name or use /claim-verify
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.1
Fix display name
v2.0.0
Behavioral rewrite: trigger scenarios, workflow, verdict decision tree, MCP-first
v1.0.1
- Improved description and documentation for usage, response formats, and verdict categories. - Added categories for targeted claim verification. - Introduced trending claims endpoint to view top-queried claims. - Clarified free and paid pricing tiers and authentication requirements. - Expanded privacy policy details and agent discovery information.
Metadata
Slug claim-verify
Version 2.0.1
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 3
Frequently Asked Questions

What is Verify Claim?

When any factual claim is made — exchange rates, prices, dates, statistics — verify it against live data before using it. It is an AI Agent Skill for Claude Code / OpenClaw, with 434 downloads so far.

How do I install Verify Claim?

Run "/install claim-verify" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Verify Claim free?

Yes, Verify Claim is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Verify Claim support?

Verify Claim is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Verify Claim?

It is built and maintained by CutTheMustard (@cutthemustard); the current version is v2.0.1.

💬 Comments