eval-harness

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

2.08x

Quality

42%

Does it follow best practices?

Impact

100%

2.08x

Average score across 6 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

100%

79%

Real-Time Notifications Module: Eval Planning

EDD pre-implementation eval definitions

Criteria

Without context

With context

CAPABILITY EVAL header

100%

Success criteria checkboxes

100%

Expected output field

100%

REGRESSION EVAL header

100%

Regression baseline reference

100%

Regression test list with status

100%

.claude/evals/ directory

100%

Feature-named eval file

50%

100%

No implementation code

100%

Covers new capabilities

50%

100%

Covers regression risk

50%

100%

32%

AI Code Assistant Quality Evaluation Pipeline

Grader type selection and scoring formats

Criteria

Without context

With context

Code-based scorer present

100%

Code scorer applied correctly

100%

MODEL GRADER PROMPT header

100%

Model grader has numbered questions

100%

Model grader score scale

100%

HUMAN REVIEW REQUIRED header

100%

Human review risk level

100%

Human review applied to security

100%

Deterministic preference stated

100%

Model grader for qualitative checks

100%

43%

Search Autocomplete: Eval Report Generation

EDD workflow report with pass@k metrics

Criteria

Without context

With context

Capability evals section

100%

Regression evals section

100%

Individual test results listed

100%

Capability totals

100%

pass@1 metric computed

100%

pass@3 metric computed

100%

pass^k for regression

40%

100%

Status line present

100%

Report in .claude/evals/

100%

Feature-named report file

100%

Regression totals

100%

Repository: haniakrim21/everything-claude-code
Commit: ae2cadd

Evaluated: 15 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Real-Time Notifications Module: Eval Planning AI Code Assistant Quality Evaluation Pipeline Search Autocomplete: Eval Report Generation

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