eval-magic 0.3.4

One-stop CLI for running skill evals — measure whether an agent skill actually shifts behavior.
Documentation
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "$id": "https://slow-powers.dev/schemas/benchmark.schema.json",
  "title": "Benchmark",
  "description": "Output of evals:aggregate. The before/after comparison across the two conditions, with per-condition stats, the a-b delta, and validity warnings. Lives at <workspace>/iteration-N/benchmark.json.",
  "type": "object",
  "required": [
    "generated",
    "mode",
    "conditions_compared",
    "missing_gradings",
    "validity_warnings",
    "run_summary",
    "delta"
  ],
  "additionalProperties": false,
  "properties": {
    "generated": { "type": "string", "description": "ISO timestamp" },
    "mode": { "type": "string", "enum": ["new-skill", "revision"] },
    "baseline": {
      "type": ["string", "null"],
      "description": "Baseline label for revision mode; omitted otherwise."
    },
    "conditions_compared": {
      "type": "array",
      "items": { "type": "string" },
      "minItems": 2,
      "maxItems": 2
    },
    "missing_gradings": { "type": "integer" },
    "validity_warnings": {
      "type": "array",
      "items": { "type": "string" }
    },
    "run_summary": {
      "type": "object",
      "description": "Per-condition rollup, keyed by condition name.",
      "additionalProperties": { "$ref": "#/definitions/conditionSummary" }
    },
    "delta": {
      "type": "object",
      "required": ["direction", "pass_rate", "duration_ms", "total_tokens"],
      "additionalProperties": false,
      "properties": {
        "direction": { "type": "string" },
        "pass_rate": { "type": "number" },
        "duration_ms": { "type": "number" },
        "total_tokens": { "type": "number" }
      }
    }
  },
  "definitions": {
    "stats": {
      "type": "object",
      "required": ["mean", "stddev", "n"],
      "additionalProperties": false,
      "properties": {
        "mean": { "type": "number" },
        "stddev": { "type": "number" },
        "n": { "type": "integer" }
      }
    },
    "conditionSummary": {
      "type": "object",
      "required": ["pass_rate", "duration_ms", "total_tokens"],
      "additionalProperties": false,
      "properties": {
        "pass_rate": { "$ref": "#/definitions/stats" },
        "duration_ms": { "$ref": "#/definitions/stats" },
        "total_tokens": { "$ref": "#/definitions/stats" },
        "skill_invocation_n": { "type": "integer" },
        "skill_invocation_rate": { "type": ["number", "null"] }
      }
    }
  }
}