# Textoreal

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- **Type:** Skill
- **Install:** `agentstack add skill-alfredcertain-claude-skills-textoreal`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [alfredcertain](https://agentstack.voostack.com/s/alfredcertain)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [alfredcertain](https://github.com/alfredcertain)
- **Source:** https://github.com/alfredcertain/claude-skills/tree/main/skills/textoreal

## Install

```sh
agentstack add skill-alfredcertain-claude-skills-textoreal
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# TextoReal

## Purpose

Rewrite Spanish text to reduce AI-generated signals: filler phrases, overly clean symmetry,
repetitive connectors, flat cadence, inflated abstraction, and predictable closing formulas.

This skill applies **exclusively to texts written in Spanish**. Do not apply it to texts
in other languages.

Always preserve:
- Exact meaning.
- Data, names, dates, figures, and quotes.
- The register requested by the user.
- The original intent of the text.

Always improve:
- Naturalness.
- Syntactic variety.
- Verbal precision.
- Rhythm.
- Informational density.
- Human voice.

## Hard rules (apply without exception)

These corrections are mandatory. Do not skip them regardless of context, register, or how natural the original phrasing seems.

- **Em-dashes as incises (—texto—):** always replace with commas or rewrite the sentence. No exceptions.
- **Em-dashes as connectors (X —Y):** replace with a comma, a period, or rewrite. Never keep.
- **Serial connectors:** cut "Además", "Asimismo", "Por otra parte", "En este sentido", "Por ende", "En consecuencia" unless the logical relationship would be genuinely unclear without them.
- **Throat-clearing openers:** if the first sentence of a paragraph delivers no real information, cut it or replace it with a direct entry. Always.
- **Inflated triads (rápido, eficiente y escalable):** reduce to one precise adjective if the three say the same thing.
- **"Lo que realmente ocurre es..." / "Lo que pasa es que...":** rewrite as a direct statement.
- **"Imagina que..." as a rhetorical device:** cut or replace with a direct call to action.

---

## Core rule

Do not "embellish". Do not make the text longer. Do not make it more solemn.
Do not insert gratuitous jargon. Do not replace a human phrase with a "pretty but artificial" one.

Primary criterion:

> Si una persona culta, clara y directa no lo escribiría así de forma espontánea, corrígelo.
> *(If a cultured, clear, and direct person wouldn't write it that way spontaneously, fix it.)*

---

## Silent diagnosis

Before rewriting, internally detect which of these patterns the text contains.

### 1) Throat-clearing openers
Eliminate openings such as:
- "En un mundo donde…"
- "Hoy en día…"
- "Cabe destacar que…"
- "Es importante señalar que…"
- "Sin lugar a dudas…"
- "A lo largo de la historia…"
- "Desde tiempos inmemoriales…"

If the first sentence delivers no real information, cut it or replace it with a direct entry.

### 2) Over-perfect binary contrasts
Reduce structures such as:
- "No se trata de X, sino de Y."
- "No solo X, sino también Y."
- "Más que X, es Y."
- "No es simplemente X; es Y."

Use them only when they genuinely clarify. If they sound mechanical, replace with plainer phrasing.

### 3) Inflated triads
Avoid sequences such as:
- "rápido, eficiente y escalable"
- "sólido, robusto e innovador"
- "claro, conciso y preciso"

If three adjectives can be reduced to one good one, do it.

### 4) Excessive abstraction
Convert hollow nouns into verbs or concrete facts:
- "realizar una implementación" → "implementar"
- "llevar a cabo una optimización" → "optimizar"
- "hacer una evaluación" → "evaluar"

Prefer a strong verb over an abstract noun.

### 5) Serial connectors
Do not chain:
- "Además" / "Asimismo" / "Por otra parte" / "En este sentido" / "Por ende" / "En consecuencia"

Use them only when the logical relationship is not obvious from the sentence order.

### 6) Uniform rhythm
Break the monotony of sentences with identical length and cadence. Alternate:
- short sentence,
- medium sentence,
- sentence with subordination when needed.

Do not reduce everything to clipped phrases. Aim for natural rhythm, not telegrams.

### 7) Unnecessary passive voice
Prefer active when precision is not lost:
- "fue implementado por el equipo" → "el equipo lo implementó"

Keep passive only when the agent is irrelevant or should be concealed.

### 8) Empty formality
Reduce expressions such as:
- "con el objetivo de" / "a efectos de" / "en el marco de" / "proceder a" / "dar cumplimiento a"

Replace with direct language unless the context demands legal or administrative register.

### 9) Automatic summary closers
Avoid endings such as:
- "En definitiva…" / "En conclusión…" / "En resumen…" / "En última instancia…"

Keep the closing only if it genuinely organizes the text; otherwise, end on the final idea.

### 10) Prefabricated intensifiers
Moderate words such as:
- "sumamente" / "verdaderamente" / "realmente" / "increíblemente" / "altamente" (when it measures nothing)

Also eliminate worn-out metaphors used as intensifiers, such as:
- "con precisión quirúrgica" — replace with a concrete description of what was done precisely, or cut it.

Do not inflate; be precise.

### 11) Generic marketing adjectives
Be suspicious of:
- "innovador" / "transformador" / "revolucionario" / "potente" / "integral" / "de vanguardia"

Replace with a concrete property or remove them.

### 12) English calques
Naturalize expressions that sound translated:
- "direccionar" → "dirigir" or "orientar"
- "apalancar" → "impulsar" or "aprovechar"
- "disruptivo" → use a more precise alternative when appropriate

### 13) Redundant explanation
If a sentence repeats the previous idea in different words, keep the better one and cut the other.

### 14) Weak precision
Replace catch-all verbs:
- "hacer" / "tener" / "poner" / "dar" / "permitir" / "gestionar" (when it specifies nothing)

Use more exact verbs when they exist.

### 15) Artificial typography and punctuation

**Em-dashes used as idea separators:**
Do not use em-dashes (—) as separators, artificial incises, or structures copied from English.
In standard Spanish, prefer well-constructed commas, parentheses when genuinely needed,
separate sentences, or natural subordination.

| Avoid | Use instead |
|---|---|
| "El sistema —que ya estaba en producción— falló." | "El sistema, que ya estaba en producción, falló." |
| "No buscaban velocidad —buscaban estabilidad." | "No buscaban velocidad, buscaban estabilidad." |

**Graphic symbols inside paragraphs:**
Do not use → ⇒ ✓ ✗ emojis or decorative ASCII inside prose.
Avoid visually exaggerated lists or slide-style writing.
Text must read as written for real reading, not for a productivity interface.

**Emojis:**
Do not add emojis unless the user explicitly requests them or the register clearly calls for them.
By default: remove decorative emojis, remove artificial visual emphasis, keep only verbal information.

**Excessive Markdown:**
Reduce unnecessary bold, redundant headings, fragmented blocks, and lists where a clear
paragraph would suffice. Do not convert normal text into a pseudo-presentation.

---

## Rewriting method

Apply in this order:

1. Preserve factual content.
2. Cut filler.
3. Replace abstraction with action.
4. Break repetitive patterns.
5. Adjust tone and rhythm.
6. Re-read as if it were published human prose.
7. Touch only the minimum necessary.

## Priority hierarchy

When in doubt, follow this order:

1. Fidelity to meaning.
2. Genuine naturalness.
3. Clarity.
4. Brevity.
5. Elegance.

Never sacrifice meaning for style.

---

## Tone

Default: clear, sober, natural neutral Spanish.

Avoid: grandiloquence, automatic sales tone, excessive solemnity, artificial friendliness,
feigned enthusiasm.

If the user requests a specific register, adapt accordingly:
`académico` / `técnico` / `corporativo` / `periodístico` / `marketing` / `divulgativo` / `jurídico`

---

## Constraints

Do not:
- Add data not present in the original.
- Invent examples.
- Change figures, names, dates, or references.
- Make text colloquial if the register is formal.
- Introduce regional expressions unless the user requests them.
- Rewrite to the point of erasing the author's own voice.
- "Humanize" by introducing deliberate errors.

---

## When to intervene minimally

If the text already sounds human and clean:
- preserve the structure,
- correct only minor repetitions,
- do not redo everything just to demonstrate skill.

The best edit is sometimes minimal.

---

## Default output

Return only the final rewritten text, with no additional explanation.

## Optional output (when the user requests a diagnosis)

Use this format:

```
### Patrones detectados
- ...
- ...

### Versión revisada
[texto]

### Cambios clave
- ...
- ...
```

---

## Examples

### Example 1 — Throat-clearing opener + abstract noun + empty formality

**Input:**
> Es importante señalar que la implementación de esta solución permite llevar a cabo una optimización de los procesos con el objetivo de maximizar la eficiencia operativa.

**Output:**
> Esta solución simplifica los procesos y hace que el equipo trabaje mejor.

---

### Example 2 — Serial connectors + uniform rhythm

**Input:**
> El sistema es rápido. Además, es eficiente. Asimismo, permite escalar sin problemas. Por otra parte, su configuración es sencilla. En este sentido, resulta ideal para equipos pequeños.

**Output:**
> El sistema es rápido, escala sin problemas y no requiere configuraciones complejas. Para equipos pequeños, es una opción sólida.

---

### Example 3 — Em-dash + inflated triad + automatic closer

**Input:**
> La plataforma —diseñada desde cero— ofrece una experiencia clara, concisa y precisa. En definitiva, estamos ante una solución verdaderamente transformadora.

**Output:**
> La plataforma, diseñada desde cero, ofrece una experiencia precisa. Es una solución que resuelve el problema sin adornos.

---

### Example 4 — English calque + generic marketing adjective + redundant explanation

**Input:**
> Buscamos apalancar nuestras capacidades disruptivas para direccionar los esfuerzos hacia un modelo innovador que genere valor. En otras palabras, queremos hacer las cosas de forma diferente para obtener mejores resultados.

**Output:**
> Queremos aprovechar lo que ya sabemos hacer para construir un modelo que genere valor real.

---

### Example 5 — Minimal intervention (text that already sounds human)

**Input:**
> Llevamos tres semanas probando el sistema en producción. Los resultados son buenos, aunque todavía hay un par de cosas por ajustar en la parte de reportes.

**Output:**
> Llevamos tres semanas probando el sistema en producción. Los resultados son buenos, aunque quedan un par de ajustes pendientes en los reportes.

*(Minimal change: "cosas por ajustar en la parte de" compressed to "ajustes pendientes en los".)*

---

## Final control check

Before delivering, verify mentally:

- ¿Quité relleno?
- ¿Se mantiene el sentido?
- ¿Suena escrito por una persona real?
- ¿Hay variedad de ritmo?
- ¿Cada adjetivo aporta algo?
- ¿Cada conector era necesario?
- ¿Quedó alguna frase "demasiado perfecta" o demasiado simétrica?
- ¿El cierre termina en una idea, no en una plantilla?

If anything still sounds generic, rewrite it once more.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [alfredcertain](https://github.com/alfredcertain)
- **Source:** [alfredcertain/claude-skills](https://github.com/alfredcertain/claude-skills)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-alfredcertain-claude-skills-textoreal
- Seller: https://agentstack.voostack.com/s/alfredcertain
- Browse the marketplace: https://agentstack.voostack.com/browse

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