Skills Development Harness Readiness Scorecard

Harness Readiness Scorecard

v20261108
harness-score
This skill evaluates repository readiness for agent harness adoption using a 5-dimension scorecard including harnessFit, compileConfidence, taskCoverage, toolSafety, and memoryUsefulness. It outputs JSON or table formats and supports alert thresholds. Gracefully degrades if metaharness is unavailable, ensuring CI integration stability for development workflows.
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Overview

Surfaces the upstream metaharness score CLI as a ruflo skill. Use when
Claude Code needs to assess whether a repo is ready for harness adoption
before recommending the user run npx ruflo init or harness-mint.

Algorithm

Implementation: scripts/score.mjs.

  1. Shell out to npx metaharness score <path> --json (single subprocess,

60s hard timeout).

  1. Parse the JSON shape: `{ harnessFit, compileConfidence, taskCoverage,

toolSafety, memoryUsefulness, estCostPerRunUsd, recommendedMode,
archetype, template, scaffoldReady, hardConstraints }`.

  1. If --alert-on-fit-below N: exit 1 when harnessFit < N.
  2. Output JSON (default) or markdown table.

Phase-0 baseline (ruflo's own scorecard, measured 2026-06-16)

DimensionValue
harnessFit82/100
compileConfidence100
taskCoverage79
toolSafety100
memoryUsefulness40
estCostPerRunUsd$0.048
recommendedModeCLI + MCP
archetypetypescript-sdk-harness
templatevertical:coding
scaffoldReadytrue

Ruflo passes its own readiness check. memoryUsefulness: 40 is the
weakest dimension — track this as a leading indicator for future memory
work in the AgentDB layer.

CI integration

node plugins/ruflo-metaharness/scripts/score.mjs --alert-on-fit-below 70 --format json

Exit 1 fails the build. Pair with harness-genome for the full
7-section view.

Graceful degradation (ADR-150 architectural constraint rule #3)

When metaharness is not installed and npx can't fetch it (offline,
no network, registry unreachable), the script emits:

{
  "degraded": true,
  "reason": "metaharness-not-available",
  "hint": "Install with `npm i -D metaharness@~0.4.1` (pinned range — this plugin never fetches @latest) or verify network access for the one-time cache install."
}

and exits 0. Ruflo continues to function — this is the architectural
constraint in action.

Info
Category Development
Name harness-score
Version v20261108
Size 2.32KB
Updated At 2026-11-11
Language