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AI Optimization Report

This file records aggregate, non-sensitive optimization observations for this repository. It combines Tokscale usage data, bounded Repomix context size, and client coverage notes. Raw local logs stay under .ai-runs/ and must not be committed.

Real token savings must only be claimed after matched baseline and optimized runs exist for the same task.

2026-06-30 - Optimization Run 20260630T152740Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 11176426.
  • Measured cost: 9.534127.
  • Tokscale graph export: .ai-runs/20260630T152740Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 118 files, 112,427 tokens, 435,400 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T152740Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-06-30 - Optimization Run 20260630T153154Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 13228343.
  • Measured cost: 11.021008.
  • Tokscale graph export: .ai-runs/20260630T153154Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 118 files, 113,121 tokens, 437,978 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T153154Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-06-30 - Optimization Run 20260630T184704Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 24782495.
  • Measured cost: 20.199293.
  • Tokscale graph export: .ai-runs/20260630T184704Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 122,971 tokens, 480,334 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T184704Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-06-30 - Optimization Run 20260630T184901Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 26147719.
  • Measured cost: 20.980755.
  • Tokscale graph export: .ai-runs/20260630T184901Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 123,630 tokens, 482,726 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T184901Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-06-30 - Optimization Run 20260630T195016Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 28750150.
  • Measured cost: 23.978783.
  • Tokscale graph export: .ai-runs/20260630T195016Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 124,895 tokens, 487,854 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T195016Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-06-30 - Optimization Run 20260630T203902Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 29455858.
  • Measured cost: 24.708454000000003.
  • Tokscale graph export: .ai-runs/20260630T203902Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 125,928 tokens, 491,948 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T203902Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-06-30 - Optimization Run 20260630T213252Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 30367062.
  • Measured cost: 25.579720000000002.
  • Tokscale graph export: .ai-runs/20260630T213252Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 126,880 tokens, 495,482 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260630T213252Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T022708Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 31188888.
  • Measured cost: 26.450235.
  • Tokscale graph export: .ai-runs/20260701T022708Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 127,793 tokens, 499,170 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T022708Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T024315Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 33833770.
  • Measured cost: 29.081784999999996.
  • Tokscale graph export: .ai-runs/20260701T024315Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 131,967 tokens, 516,782 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T024315Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T025113Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 35364634.
  • Measured cost: 30.242812.
  • Tokscale graph export: .ai-runs/20260701T025113Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 133,439 tokens, 522,695 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T025113Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T030052Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 770544.
  • Measured cost: 0.473964.
  • Tokscale graph export: .ai-runs/20260701T030052Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 134 files, 135,739 tokens, 532,066 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T030052Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T034607Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 12090665.
  • Measured cost: 8.57327.
  • Tokscale graph export: .ai-runs/20260701T034607Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 78 files, 75,315 tokens, 308,594 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T034607Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T041721Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 18020272.
  • Measured cost: 12.313966.
  • Tokscale graph export: .ai-runs/20260701T041721Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 78 files, 77,430 tokens, 317,829 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T041721Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-01 - Optimization Run 20260701T043033Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 19385821.
  • Measured cost: 13.739757999999998.
  • Tokscale graph export: .ai-runs/20260701T043033Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 78 files, 78,665 tokens, 322,866 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260701T043033Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.

2026-07-03 - Optimization Run 20260703T140008Z

Measured usage:

  • Tokscale clients: codex,cursor,antigravity,claude,gemini,warp.
  • Measured tokens: 2660173.
  • Measured cost: 3.5367640000000002.
  • Tokscale graph export: .ai-runs/20260703T140008Z/tokscale-graph.json.

Context size:

  • Optimized Repomix pack: 78 files, 82,864 tokens, 339,120 chars.
  • Unoptimized baseline: not available unless a matched baseline run is captured.
  • Estimated savings: not claimed without matched baseline and optimized runs.

Coverage:

  • Codex and selected clients: ok: see .ai-runs/20260703T140008Z/tokscale-clients-before.txt.
  • Cursor: sync failed: Cursor not authenticated.
  • Antigravity: sync ok: no sessions detected.
  • Warp: sync failed: Warp not authenticated.
  • Ollama: not directly supported by Tokscale; measure through the invoking agent or a separate telemetry layer.