---
name: mejorador-skills-ia
description: Revisa y corrige automáticamente problemas de calidad en skills de Claude Code mediante ciclos iterativos de revisión y corrección hasta alcanzar el estándar requerido. Ideal para mantener un arsenal de skills en buen estado sin revisión manual constante.
allowed-tools: Task Read Edit Write Glob Grep
license: CC-BY-SA-4.0
metadata:
  id: 1fbff448
  slug: mejorador-skills-ia
  titulo: "Mejorador Iterativo de Skills de IA"
  servicio: Productividad
  categoria_recurso: IA-Generativa
  tipo: automatizacion
  nivel: avanzado
  idioma: es
  idioma_original: en
  acceso: gratis
  precio_eur: 0
  plataformas: [Claude Code]
  dependencias: [plugin-dev, skill-reviewer]
  licencia: { spdx: CC-BY-SA-4.0, redistribuible: true, uso_comercial: true }
  fuente:
    repo: trailofbits/skills
    url: https://github.com/trailofbits/skills/tree/main/plugins/skill-improver/skills/skill-improver
    commit: c070b9b
    autor: trailofbits
    nombre_original: skill-improver
    duplicados_en: []
  seguridad: { veredicto: seguro, riesgo: bajo, escaneado: "2026-06-14", motor: "grep-estatico+auditor-llm" }
  ficha:
    que_hace: "Ejecuta bucles automáticos de revisión y corrección sobre archivos SKILL.md hasta que todos los problemas críticos y mayores quedan resueltos."
    como_lo_hace: "Llama al agente skill-reviewer en cada iteración, categoriza los problemas por severidad y aplica fixes priorizando críticos y mayores, parando solo cuando emite el marcador de completado."
  content_hash: "1fbff448131a26a5e660a161011579d6a619a6bfa089b44cd62a5e646e899190"
  version: 1.0.0
---

# Skill Improvement Methodology

Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards.

## Prerequisites

Requires the `plugin-dev` plugin which provides the `skill-reviewer` agent.

Verify it's enabled: run `/plugins` — `plugin-dev` should appear in the list. If missing, install from the Trail of Bits plugin repository.

## Core Loop

1. **Review** - Call skill-reviewer on the target skill
2. **Categorize** - Parse issues by severity
3. **Fix** - Address critical and major issues
4. **Evaluate** - Check minor issues for validity before fixing
5. **Repeat** - Continue until quality bar is met

## When to Use

- Improving a skill with multiple quality issues
- Iterating on a new skill until it meets standards
- Automated fix-review cycles instead of manual editing
- Consistent quality enforcement across skills

## When NOT to Use

- **One-time review**: Use `/skill-reviewer` directly instead
- **Quick single fixes**: Edit the file directly
- **Non-skill files**: Only works on SKILL.md files
- **Experimental skills**: Manual iteration gives more control during exploration

## Issue Categorization

### Critical Issues (MUST fix immediately)

These block skill loading or cause runtime failures:

- Missing required frontmatter fields (name, description) — Claude cannot index or trigger the skill
- Invalid YAML frontmatter syntax — Parsing fails, skill won't load
- Referenced files that don't exist — Runtime errors when Claude follows links
- Broken file paths — Same as above, leads to tool failures

### Major Issues (MUST fix)

These significantly degrade skill effectiveness:

- Weak or vague trigger descriptions — Claude may not recognize when to use the skill
- Wrong writing voice (second person "you" instead of imperative) — Inconsistent with Claude's execution model
- SKILL.md exceeds 500 lines without using references/ — Overloads context, reduces comprehension
- Missing "When to Use" or "When NOT to Use" sections — Required by project quality standards
- Description doesn't specify when to trigger — Skill may never be selected

### Minor Issues (Evaluate before fixing)

These are polish items that may or may not improve the skill:

- Subjective style preferences — Reviewer may have different taste than author
- Optional enhancements — May add complexity without proportional value
- "Nice to have" improvements — Consider cost-benefit before implementing
- Formatting suggestions — Often valid but low impact

## Minor Issue Evaluation

Before implementing any minor issue fix, evaluate:

1. **Is this a genuine improvement?** - Does it add real value or just satisfy a preference?
2. **Could this be a false positive?** - Is the reviewer misunderstanding context?
3. **Would this actually help Claude use the skill?** - Focus on functional improvements

Only implement minor fixes that are clearly beneficial. Skill-reviewer may produce false positives.

## Invoking skill-reviewer

Use the skill-reviewer agent from the plugin-dev plugin. Request a review by asking Claude to:

> Review the skill at [SKILL_PATH] using the plugin-dev:skill-reviewer agent. Provide a detailed quality assessment with issues categorized by severity.

Replace `[SKILL_PATH]` with the absolute path to the skill directory (e.g., `/path/to/plugins/my-plugin/skills/my-skill`).

## Example Fix Cycle

**Iteration 1 — skill-reviewer output:**
```text
Critical: SKILL.md:1 - Missing required 'name' field in frontmatter
Major: SKILL.md:3 - Description uses second person ("you should use")
Major: Missing "When NOT to Use" section
Minor: Line 45 is verbose
```

**Fixes applied:**
- Added name field to frontmatter
- Rewrote description in third person
- Added "When NOT to Use" section

**Iteration 2 — run skill-reviewer again to verify fixes:**
```text
Minor: Line 45 is verbose
```

**Minor issue evaluation:**
Line 45 communicates effectively as-is. The verbosity provides useful context. Skip.

**All critical/major issues resolved. Output the completion marker:**
```
<skill-improvement-complete>
```

Note: The marker MUST appear in the output. Statements like "quality bar met" or "looks good" will NOT stop the loop.

## Completion Criteria

**CRITICAL**: The stop hook ONLY checks for the explicit marker below. No other signal will terminate the loop.

Output this marker when done:

```
<skill-improvement-complete>
```

**When to output the marker:**

1. **skill-reviewer reports "Pass"** or **no issues found** → output marker immediately
2. **All critical and major issues are fixed** AND you've verified the fixes → output marker
3. **Remaining issues are only minor** AND you've evaluated them as false positives or not worth fixing → output marker

**When NOT to output the marker:**

- Any critical issue remains unfixed
- Any major issue remains unfixed
- You haven't run skill-reviewer to verify your fixes worked

The marker is the ONLY way to complete the loop. Natural language like "looks good" or "quality bar met" will NOT stop the loop.

## Rationalizations to Reject

- "I'll just mark it complete and come back later" - Fix issues now
- "This minor issue seems wrong, I'll skip all of them" - Evaluate each one individually
- "The reviewer is being too strict" - The quality bar exists for a reason
- "It's good enough" - If there are major issues, it's not good enough