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j-rig

v0.1.0

Skill Refiner — the eval-guided SKILL.md improvement loop, delivered as a thin wrapper over the published @intentsolutions/refiner CLI with a 3-layer cost-tiered hook architecture (sinker/line/hook)

Claude Code1 Skill

By Jeremy LongshoreLicense: Apache-2.02.7k GitHub starsUpdated 3 hours ago

Directory evidence

Runtimes
Claude Code
Parsed components
1 skill or MCP entry
Source updated
Aug 29, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install plugin

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install j-rig-2@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/jeremylongshore/tons-of-skills-marketplace

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/productivity/j-rig/.

Plugin files

plugins/productivity/j-rig/
├── .claude-plugin/plugin.json
└── skills/j-rig/SKILL.md

Included Skills1

j-rigskills/j-rig/SKILL.md

Skill Refiner, the eval-guided improvement loop for SKILL.md files. Runs the bootstrap, score, propose, apply, and status cycle as a thin wrapper over the published @intentsolutions/refiner CLI, proposing safe, minimal, bounded SKILL.md edits and accepting an edit only when a held-out eval score strictly improves with no regression on any other case. Ships a 3-layer cost-tiered hook architecture (sinker, line, hook) that gates skill quality at edit time, end of turn, and commit time. Use when improving an existing skill, refining a SKILL.md against measured behavior, bootstrapping an eval set for a skill, or gating skill edits before they ship. Trigger with "/j-rig", "refine this skill", "bootstrap an eval set", "propose a skill edit", "promote the candidate", or "skill refiner status".

Plugin manifests1

plugins/productivity/j-rig/.claude-plugin/plugin.json
{
  "name": "j-rig",
  "version": "0.1.0",
  "description": "Skill Refiner — the eval-guided SKILL.md improvement loop, delivered as a thin wrapper over the published @intentsolutions/refiner CLI with a 3-layer cost-tiered hook architecture (sinker/line/hook)",
  "author": {
    "name": "Jeremy Longshore",
    "email": "[email protected]"
  },
  "repository": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
  "homepage": "https://tonsofskills.com/plugins/j-rig",
  "license": "Apache-2.0",
  "keywords": [
    "skill-refiner",
    "eval-guided",
    "skill-md",
    "meta-tooling",
    "hooks"
  ],
  "hooks": "./hooks/hooks.json"
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[j-rig on Agent Plugins Marketplace](https://pluginsmp.com/plugins/j-rig-2)