codex-usage-tracker Skill

Install or run

python -m pip install --user pipx
python -m pipx ensurepath
pipx install codex-usage-tracking
codex-usage-tracker setup
codex-usage-tracker serve-dashboard --open

Client configuration

{
  "schema": "codex-usage-visualization/v1",
  "id": "mcp-token-waste",
  "title": "Large-input, low-output candidates",
  "description": "Uncached input and output tokens for the strongest loaded aggregate candidates.",
  "state": {
    "kind": "ready"
  },
  "scope": {
    "label": "1 aggregate evidence rows",
    "rowCount": 1,
    "historyScope": "active"
  },
  "freshness": {
    "generatedAt": "2026-07-01T12:00:00Z",
    "sourceRevision": "codex-usage-tracker-reports-pack-v1"
  },
  "caveats": [
    "Large uncached input with little output is a candidate signal, not proof that the context was unnecessary.",
    "Only aggregate call fields are included; inspect a linked call explicitly for local context."
  ],
  "accessibility": {
    "summary": "Large-input, low-output candidates contains 1 aggregate evidence rows.",
    "details": [
      "Large uncached input with little output is a candidate signal, not proof that the context was unnecessary.",
      "Only aggregate call fields are included; inspect a linked call explicitly for local context."
    ],
    "keyboardInstructions": "Use left and right arrow keys to inspect values, or switch to the table for exact data."
  },
  "table": {
    "caption": "Large-input, low-output candidates evidence",
    "columns": [
      {
        "field": "label",
        "label": "Call",
        "type": "category",
        "align": "left"
      },
      {
        "field": "uncached_input_tokens",
        "label": "Uncached input",
        "type": "number",
        "align": "right",
        "unit": "tokens"
      },
      {
        "field": "output_tokens",
        "label": "Output",
        "type": "number",
        "align": "right",
        "unit": "tokens"
      },
      {
        "field": "total_tokens",
        "label": "Tot

Compatible clients