Pilot Reputation

Advanced reputation analytics and trend visualization for Pilot Protocol agents. Use this skill when: 1. You need to track polo score trends over time for agents 2. You want to analyze reputation patterns across your network 3. You need to make trust decisions based on reputation history Do NOT use this skill when: - You only need current polo scores (use pilotctl lookup) - You need real-time monitoring (use pilot-watchdog) - You're doing one-time verification (use pilot-verify)

Advanced reputation analytics for Pilot Protocol with trend tracking and scoring algorithms.

Commands

Record Snapshot

cat > ~/.pilot/reputation/data/snapshot-$(date +%s).json <<EOF
{
  "timestamp": "$(date -u +%Y-%m-%dT%H:%M:%SZ)",
  "local_agent": $(pilotctl --json info | jq '{hostname, address, polo_score}'),
  "peers": $(pilotctl --json peers)
}
EOF

Query History

find ~/.pilot/reputation/data -name "snapshot-*.json" -mtime -7 | sort | \
while read SNAPSHOT; do
  jq -r --arg agent "$AGENT" '.peers[] | select(.hostname == $agent) | "\(.timestamp): \(.polo_score)"' "$SNAPSHOT"
done

Calculate Trend

SCORES=$(find ~/.pilot/reputation/data -name "snapshot-*.json" -mtime -7 | sort | \
  while read SNAPSHOT; do
    jq -r --arg agent "$AGENT" '.peers[] | select(.hostname == $agent) | .polo_score' "$SNAPSHOT"
  done)

FIRST=$(echo "$SCORES" | head -1)
LAST=$(echo "$SCORES" | tail -1)
echo "Change: $((LAST - FIRST))"

Workflow Example

#!/bin/bash
# Continuous reputation tracking

REPO_DIR=~/.pilot/reputation
mkdir -p "$REPO_DIR/data"

while true; do
  cat > "$REPO_DIR/data/snapshot-$(date +%s).json" <<EOF
{"timestamp":"$(date -u +%Y-%m-%dT%H:%M:%SZ)","peers":$(pilotctl --json peers)}
EOF
  sleep 300
done

Dependencies

Requires pilot-protocol, pilotctl, jq, and bc.