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The "Storage at rest (per observation)" reference row claimed 1000→300 tokens of compression savings and mapped to live savings_report calls. savings_report emits structured JSON (~3.5k tokens per call) that the caveman compressor leaves byte-for-byte (rule #3: technical tokens preserved). The live comparison projected the row's 1k baseline against ~3.5k actual tokens and reported negative savings like -155% in colony gain. The compression claim itself is real for prose observations, so the row stays in the static reference. But the claim is structural (applies to the storage layer overall), not per-call. Setting `mcp_operations: []` keeps the row in the static catalog and removes the misleading live attribution. savings_report calls now surface in `unmatched_operations` instead. Picks up an automatic biome format fix on apps/mcp-server/test/task-threads.test.ts that #496 left over the column threshold. Verification: - pnpm --filter @colony/core test (230 passed, +1 new regression test) - pnpm typecheck (clean) - pnpm lint (clean) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Summary
The `Storage at rest (per observation)` reference row in `packages/core/src/savings-reference.ts` mapped to live `savings_report` calls and claimed a 1000→300 token compression ratio. `savings_report` actually emits ~3.5k tokens of structured JSON per call — and the caveman compressor leaves technical tokens byte-for-byte (rule #3). So the live comparison projected the row's 1k baseline against ~3.5k actual tokens and reported negative savings like `-155%` in `colony gain`.
This was a category error: the row's claim is structural (the storage layer compresses prose observations on disk), not per-call. Two unrelated things had been welded together.
What changes
Test plan
🤖 Generated with Claude Code