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fix(insight): count only user interactions in metrics

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- Update totalMessages to count only user messages and slash commands
- Update heatmap to reflect only user interactions
- Update activeHours to reflect only user interactions
- Update tests to verify slash commands are counted correctly

This ensures the insight report accurately reflects actual user engagement
rather than including internal tool calls and system events.

Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>
This commit is contained in:
tanzhenxin 2026-02-26 11:57:21 +08:00
parent c948e0c6e9
commit f47bef1ded
2 changed files with 23 additions and 6 deletions
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17
packages/cli/src/services/insight/generators/DataProcessor.ts
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@ -842,7 +842,6 @@ None captured`;
for (const fileInfo of batch) {
try {
const records = await readJsonlFile<ChatRecord>(fileInfo.path);
totalMessages += records.length;
// Process each record
for (const record of records) {
@ -850,11 +849,19 @@ None captured`;
const dateKey = this.formatDate(timestamp);
const hour = timestamp.getHours();
// Update heatmap (count of interactions per day)
heatmap[dateKey] = (heatmap[dateKey] || 0) + 1;
// Count user messages and slash commands (actual user interactions)
const isUserMessage = record.type === 'user';
const isSlashCommand =
record.type === 'system' && record.subtype === 'slash_command';
if (isUserMessage || isSlashCommand) {
totalMessages++;
// Update active hours
activeHours[hour] = (activeHours[hour] || 0) + 1;
// Update heatmap (count of user interactions per day)
heatmap[dateKey] = (heatmap[dateKey] || 0) + 1;
// Update active hours
activeHours[hour] = (activeHours[hour] || 0) + 1;
}
// Track session times
if (!sessionStartTimes[record.sessionId]) {