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Token Supplied Rule-Flag Fraction — Distribution Summary
x402
Token Supplied Rule-Flag Fraction — Distribution Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-12).
Computes a statistical distribution summary (min, max, mean, percentiles, etc.) of the rule-flag fraction (flagged_rules / evaluated_rules) across a batch of supplied token observations.
Price / call$0.01
Success—
StatusUnknown
How this service works
Token supplied rule-flag fraction — Distribution summary: Distribution summary for Token supplied rule-flag fraction. Supplied token observations only. Deterministic calculation or caller-threshold verdict, not a live scan, safety proof or trade recommendation. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded distribution summary report.
Output
A statistical distribution summary of the computed rule-flag fraction (flagged_rules / evaluated_rules) across all supplied rows. Typically includes measures such as minimum, maximum, mean, median, standard deviation, and key percentiles (e.g. 25th, 75th, 90th). The calculation is deterministic given the inputs — not a live scan or probabilistic model output.
Example use cases
Token compliance flag rate audit
“I have 20 token observations with varying numbers of flagged and evaluated rules — can you summarize the distribution of flag fractions so I can see the typical rate, worst case, and spread?”
Rule flagging benchmarking across tokens
“We're comparing rule-flag fractions across a batch of token records. Can you give me the full statistical distribution — mean, median, 25th and 75th percentile, min and max — so we know what's normal and what's an outlier?”
Data quality reporting on evaluated rules
“I need a distribution summary of how often rules are being flagged relative to total evaluated rules across our token dataset — here are the flagged and evaluated rule counts for each row. What does the spread look like?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-token-flag-share-summary?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, deterministic statistical distribution summary (min, max, mean, percentiles) of rule-flag fractions across a batch of up to 200 token observations. It is purpose-built for this specific metric and preset, making it more efficient than a general statistics API when your data is already structured as flagged_rules/evaluated_rules pairs. Prefer it over manual computation when you want a bounded, reproducible report at low cost ($0.01 USDC).
Side effects
- Fewer than 2 rows supplied — minimum item count not met
- evaluated_rules value of 0 causes division-by-zero or exclusiveMinimum violation
- More than 200 rows submitted — maxItems exceeded
- Non-numeric or missing flagged_rules/evaluated_rules fields cause schema validation failure
- Payment not included or insufficient USDC — x402 payment error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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