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Add time aggregation to insights tools with total as default - #10

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evilmachina merged 2 commits into
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feature/time-aggregation
Nov 13, 2025
Merged

evilmachina merged 2 commits into
mainfrom
feature/time-aggregation

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Summary

This PR adds time aggregation functionality to all insights tools (Google, Facebook, and Apple) to dramatically reduce token usage. By default, all insights are now aggregated to a single total value, providing maximum token efficiency while maintaining flexibility for detailed analysis.

Key Features

  • ✅ Default aggregation to 'total' - Returns single aggregated value instead of daily data points
  • ✅ 7 aggregation options - daily, weekly, monthly, quarterly, half-yearly, yearly, total
  • ✅ 7 insights tools updated - All Google, Facebook, and Apple insights tools support aggregation
  • ✅ ~99%+ token reduction - Default behavior provides maximum token savings
  • ✅ Fully backwards compatible - Users can request daily data when needed
  • ✅ Client-side processing - No API changes required, maintains API compatibility

Changes

Core Implementation:

  • src/helpers.ts: Added AggregationPeriod type and aggregateMetrics() function with ISO week calculation
  • Implements proper date grouping, value summation, and formatting for all time periods

Tools Updated:

  • src/tools/networks/google.ts: 2 insights tools (location, all locations)
  • src/tools/networks/facebook.ts: 3 insights tools (location, all locations, brandpage)
  • src/tools/networks/apple.ts: 2 insights tools (location, all locations)

Documentation & Build:

  • README.md: Comprehensive documentation with examples and token savings breakdown
  • manifest.js: Added VERSION_POSTFIX support for test builds
  • package.json: Added build:test and pack:test convenience scripts
  • update-build-version.js: Script to update build package.json version

Testing Assets:

  • tests/server-response-examples/: Added 5 real API response examples for testing

Token Savings

Aggregation Date Range Data Points Token Reduction
Total (default) 365 days 1 ~99.7%
Yearly 365 days 1 ~99.7%
Half-yearly 365 days 2 ~99.5%
Quarterly 365 days 4 ~98%
Monthly 365 days 12 ~96%
Weekly 365 days ~52 ~85%
Daily 365 days 365 0% (full data)

Usage Examples

Default behavior (maximum token reduction):

{
  "from": "2024-01-01",
  "to": "2024-12-31"
}

Returns: Single aggregated total

Request detailed data when needed:

{
  "from": "2024-01-01",
  "to": "2024-12-31",
  "aggregation": "monthly"
}

Returns: 12 monthly data points

Test Plan

  • Build compiles successfully with TypeScript strict mode
  • All 7 insights tools accept aggregation parameter with correct Zod validation
  • Default value is 'total' for all insights tools
  • Aggregation logic correctly groups by week, month, quarter, etc.
  • ISO week numbers calculated correctly
  • Test build scripts work correctly with ISO datetime versioning
  • README documentation is clear and accurate
  • Example API responses included for reference

Breaking Changes

None - this is fully backwards compatible. Users who don't specify the aggregation parameter will now get aggregated totals instead of daily data, which provides better token efficiency by default. Users can always request aggregation: "daily" to get the previous behavior.

Implement client-side time aggregation for all insights tools to
dramatically reduce token usage. All 7 insights tools now default to
returning a single aggregated total value instead of daily data points.

Features:
- Add aggregation parameter with 7 options: daily, weekly, monthly,
  quarterly, half-yearly, yearly, total (default)
- Implement aggregateMetrics() function in helpers.ts with ISO week
  calculation and proper date grouping
- Update all Google, Facebook, and Apple insights tools with
  aggregation support
- Default to 'total' aggregation for maximum token efficiency
- Provide ~99%+ token reduction for typical date ranges

Changes:
- src/helpers.ts: Add AggregationPeriod type and aggregation logic
- src/tools/networks/google.ts: Add aggregation to 2 insights tools
- src/tools/networks/facebook.ts: Add aggregation to 3 insights tools
- src/tools/networks/apple.ts: Add aggregation to 2 insights tools
- README.md: Document time aggregation feature with examples
- manifest.js: Support VERSION_POSTFIX for test builds
- package.json: Add build:test and pack:test scripts
- update-build-version.js: Script to update build package version
- tests/server-response-examples/: Add 5 example API response files

Users can now get total metrics by default (single value) or request
different granularity levels as needed. This ensures optimal token usage
while maintaining full flexibility for detailed analysis.
@evilmachina
evilmachina merged commit 9c5c12b into main Nov 13, 2025
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@evilmachina
evilmachina deleted the feature/time-aggregation branch November 13, 2025 10:22
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