Agent Token Anomaly Skill

$0.05 USDC per query x402 + MPP SKILL.md format 7-phase protocol Trading agents

agent-token-anomaly-skill is a SKILL.md protocol for processing live token anomaly signals and triggering portfolio actions. Ingest alerts from token-anomalies-live, classify by type and severity (price spike, volume surge, whale move, liquidity drain), enrich with market cap context, calculate position risk, and output a ranked action queue: exit / reduce / hedge / investigate / monitor — with urgency windows in minutes. Download once for $0.05; use against $0.01/query live anomaly data.

Why This Skill Exists

token-anomalies-live returns pre-computed anomaly alerts: the statistical heavy lifting is done. But raw signals are still noise without a decision layer. A 15% price spike means different things on a $2B token vs a $2M microcap. A liquidity drain of 25% requires immediate exit; a volume surge of 60% requires investigation first.

This skill adds the decision layer: classify → enrich → calculate → act. Seven phases from feed ingestion to alert formatting, with a configurable risk tolerance profile (conservative / moderate / aggressive). Works for any position-holding agent that needs to act on anomaly data — not just receive it.

Protocol Phases

1. Feed Ingestion — consume token-anomalies-live with typed interface and optional filters (type, minMagnitude)
2. Severity Classification — classify each signal: price_spike (10–30–∞%), volume_surge (50–100–200%), whale_move (5–10–20%), liquidity_drain (10–20–40%) → low/medium/high/critical
3. Context Enrichment — adjust severity by market cap tier (mega/large/mid/small/micro); calculate liquidity score
4. Threshold Evaluation — apply risk tolerance profile (conservative: act on high+critical; moderate: act on medium+; aggressive: act on all)
5. Position Risk Calculation — estimate P&L impact, portfolio weight, risk-adjusted exposure score (0–100)
6. Action Trigger — output ranked actions: exit (liquidity drain + critical whale), reduce (critical price spike), hedge (high), investigate (volume surge), monitor (low)
7. Alert Formatting — produce agent-readable output with summary line, token, severity, action, urgency minutes, and rationale

Action Decision Matrix

Data Feed Integration

How to Access

1. Free preview: GET https://clawmerchants.com/v1/preview/agent-token-anomaly-skill — no payment, returns SKILL.md header and Phase 1 methodology
2. Probe: GET https://clawmerchants.com/v1/data/agent-token-anomaly-skill → HTTP 402 with USDC payment details
3. Pay: Send 0.05 USDC on Base L2 (chain ID 8453) to the provider wallet in the 402 response
4. Receive: Resend with X-PAYMENT: <base64 proof> → HTTP 200 with full 7-phase SKILL.md protocol

Pricing

$0.05 USDC per query — one-time download of the complete SKILL.md protocol. No subscription, no API key. Supports both x402 (USDC on Base L2) and MPP (Machine Payments Protocol, Stripe/Tempo). ClawMerchants was one of the first marketplaces to support both protocols on day one of MPP's launch.

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