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Skill Builder & Evaluator

Skill Builder & Evaluator

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$29.00at Empowered ShopChecked Nov 14

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Price facts

  • Last seen at $29.00 at Empowered Shop on Nov 14.

Our take on the Skill Builder & Evaluator

Skill Builder & Evaluator is a meta-skill for people who maintain a library of AI skills. In builder mode it interviews you about a raw idea and writes a structured SKILL.md with a trigger-optimized description, a setup tier, and a draft-test-tighten loop before you install. In evaluator mode it scores existing skill files on a weighted 100-point rubric covering trigger accuracy, rule compliance, output completeness, bloat and staleness, and overlap, then returns a health report with fix briefs and consolidation advice. It suits anyone whose skills read well but fail to fire, or whose stack has quietly drifted out of date.

Best forSkill authors who write skills that never triggerTeams maintaining a growing library of AI skillsAnyone who wants a recurring audit routine for installed skills
Pros
  • Covers both building new skills and auditing existing ones
  • Trigger-optimized descriptions target the most common failure
  • Weighted 100-point rubric makes scores comparable across skills
  • Tests should-trigger prompts against the draft in the same conversation
  • Flags overlap and staleness, not just quality
  • Returns fix briefs and gaps worth building next
Cons
  • Scoring is rubric-based, so results depend on how well the rubric fits your use case
  • Audit value depends on running it regularly, not once
  • No independent benchmark of its scores against real trigger behavior

Skill Builder & Evaluator prices at every store

  • Empowered ShopNew

    In stockReturn policy

    $29.00Checked Nov 14
    Visit Empowered Shop

About the Skill Builder & Evaluator

Skill Builder & Evaluator is an installable Markdown (.md) skill file for Claude and ChatGPT. It builds new AI skills from scratch and audits the ones you already own. It is a Plug & Play Skill, so it needs no setup interview and no questions before you start. You say the trigger phrase and your AI takes it from there.

In builder mode, it interviews you about a raw skill idea. It then writes a structured SKILL.md file with a trigger-optimized description and the right setup tier. A draft-test-tighten loop runs before you install anything, and your should-trigger prompts are tested against the draft in the same conversation.

In evaluator mode, it scores your existing skill files against a weighted 100-point rubric. The rubric covers trigger accuracy, rule compliance, output completeness, bloat and staleness, and overlap. It returns a health report with fix briefs, consolidate recommendations, and a list of gaps worth building next. It also supports a monthly audit flow.

File format
Markdown (.md) skill file
Type
Plug & Play Skill, calibrated for general use with no customization required
Modes
Builder mode and evaluator mode
Scoring
Weighted 100-point rubric: trigger accuracy, rule compliance, output completeness, bloat and staleness, overlap
Evaluator output
Health report, fix briefs, consolidate recommendations, list of gaps to build next
Compatibility
Claude (free and paid plans), ChatGPT (paid plans only)
Conversion tool
Portable Brain Skill Extractor converts the file to Google Gem (Gemini), plain system prompt, Project Knowledge file, and NotebookLM format
In the box
1 installable skill file (.md), branded instruction PDF with setup and usage guide for both platforms, free access to the Portable Brain Skill Extractor

Questions and answers

What is a meta-skill?
It is a skill whose job is to work on other skills. This one writes new SKILL.md files and scores the ones you already have.
How does the evaluator score my skills?
It rates each file on a weighted 100-point rubric: trigger accuracy, rule compliance, output completeness, bloat and staleness, and overlap. You get a health report with fix briefs and consolidation recommendations.
Does it fix my skills or just grade them?
Both modes produce installable output. Builder mode writes the file; evaluator mode returns fix briefs you can apply to the existing file.
Can it test whether a skill will actually trigger?
Yes. It runs your should-trigger prompts against the draft in the same conversation, so weak trigger wording gets fixed in the file.
How often should I run the audit?
The skill is built around a monthly audit flow, which keeps stale claims and overlapping skills from piling up unnoticed.
Where is the Skill Builder & Evaluator cheapest?
At Empowered Shop, for $29.00, as of our latest check.