feat: add /insights command with usage analytics and cost estimation

Inspired by Claude Code's /insights, adapted for Hermes Agent's multi-platform
architecture. Analyzes session history from state.db to produce comprehensive
usage insights.

Features:
- Overview stats: sessions, messages, tokens, estimated cost, active time
- Model breakdown: per-model sessions, tokens, and cost estimation
- Platform breakdown: CLI vs Telegram vs Discord etc. (unique to Hermes)
- Tool usage ranking: most-used tools with percentages
- Activity patterns: day-of-week chart, peak hours, streaks
- Notable sessions: longest, most messages, most tokens, most tool calls
- Cost estimation: real pricing data for 25+ models (OpenAI, Anthropic,
  DeepSeek, Google, Meta) with fuzzy model name matching
- Configurable time window: --days flag (default 30)
- Source filtering: --source flag to filter by platform

Three entry points:
- /insights slash command in CLI (supports --days and --source flags)
- /insights slash command in gateway (compact markdown format)
- hermes insights CLI subcommand (standalone)

Includes 56 tests covering pricing helpers, format helpers, empty DB,
populated DB with multi-platform data, filtering, formatting, and edge cases.
This commit is contained in:
teknium1 2026-03-06 14:04:59 -08:00
parent d63b363cde
commit b52b37ae64
6 changed files with 1387 additions and 1 deletions

View file

@ -28,6 +28,7 @@ COMMANDS = {
"/verbose": "Cycle tool progress display: off → new → all → verbose",
"/compress": "Manually compress conversation context (flush memories + summarize)",
"/usage": "Show token usage for the current session",
"/insights": "Show usage insights and analytics (last 30 days)",
"/quit": "Exit the CLI (also: /exit, /q)",
}

View file

@ -1610,6 +1610,32 @@ For more help on a command:
sessions_parser.set_defaults(func=cmd_sessions)
# =========================================================================
# insights command
# =========================================================================
insights_parser = subparsers.add_parser(
"insights",
help="Show usage insights and analytics",
description="Analyze session history to show token usage, costs, tool patterns, and activity trends"
)
insights_parser.add_argument("--days", type=int, default=30, help="Number of days to analyze (default: 30)")
insights_parser.add_argument("--source", help="Filter by platform (cli, telegram, discord, etc.)")
def cmd_insights(args):
try:
from hermes_state import SessionDB
from agent.insights import InsightsEngine
db = SessionDB()
engine = InsightsEngine(db)
report = engine.generate(days=args.days, source=args.source)
print(engine.format_terminal(report))
db.close()
except Exception as e:
print(f"Error generating insights: {e}")
insights_parser.set_defaults(func=cmd_insights)
# =========================================================================
# version command
# =========================================================================