Infrastructure · Data Structures

Assessment

Structured qualitative feedback

Definition

Mechanism

A structured qualitative evaluation of a target artifact, produced by critique. It contains one or more specific recommendations for improvement, each tied to a specific part of the target or to its declared whole; it may also record strengths and weaknesses. It serves as input to reflexion and refinement loops.

Invariants

  1. Actionability: Must contain at least one specific recommendation.
  2. Reference: every weakness and recommendation identifies what it applies to — a specific part of the target artifact or its declared whole.

Risks

Failure modes

None stated.

Relationships

Root pattern: builds on nothing in this library.

Used by

Yields

Mind

Critique

Qualitative feedback generation

Reference

Data schema

{
  "type": "object",
  "required": [
    "target_ref",
    "recommendations"
  ],
  "properties": {
    "target_ref": {
      "type": "string",
      "description": "Reference to artifact being assessed"
    },
    "strengths": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Positive aspects"
    },
    "weaknesses": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Areas for improvement"
    },
    "recommendations": {
      "type": "array",
      "minItems": 1,
      "items": {
        "type": "string"
      },
      "description": "Actionable suggestions"
    }
  }
}

Identity

Ref
Assessment#167a
Sema ID
sema:Assessment#mh:SHA-256:167a9fa1717f905acbbabb8d5d64b19001b3684a4057f252ed67615ce022dba4
Ring
1
Tier
1
Updated
2026-11-11
Supersedes
  • sema:Assessment#mh:SHA-256:39dfae5d2333055f4c1f9c45e64059d749aeff7f9c54af69f0b3dc45d6fbc60d
  • sema:Assessment#mh:SHA-256:9b49ac10f27af91620b7f6d9feee2c39d4977a89c5da5b93f03c4e9a4a0aa664