data-integrity-post-normalize

data-integrity-post-normalize is a skill for Claude Code from bobadilla-tech/requiems-api-skills. It costs 39 tokens per session (448 once invoked), scanned A, original, MIT.

A text-cleaning tool that applies selected operations in order, such as trimming spaces, changing letter case, normalizing Unicode, removing HTML, or removing punctuation.

In plain words
What is it for?
Use it to prepare text for storage, comparison, search, analysis, or other processing.
Why use it?
It removes repetitive text-cleaning code and makes the same cleanup steps consistent across inputs.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the requiems-api-skills plugin — 127 skills shipped together

Good fit Use it to prepare text for storage, comparison, search, analysis, or other processing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bobadilla-tech/requiems-api-skills/data-integrity-post-normalize
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add bobadilla-tech/requiems-api-skills --skill data-integrity-post-normalize
Clone the repo
git clone --depth 1 https://github.com/bobadilla-tech/requiems-api-skills

Made for: Claude Code.

Or install requiems-api-skills, the plugin that ships this one along with the rest of its 127 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for data-integrity-post-normalize

README.md
[![agentmods](https://agentmods.dev/badge/skills/bobadilla-tech/requiems-api-skills/data-integrity-post-normalize.svg)](https://agentmods.dev/skills/bobadilla-tech/requiems-api-skills/data-integrity-post-normalize)
Your own site
<a href="https://agentmods.dev/skills/bobadilla-tech/requiems-api-skills/data-integrity-post-normalize"><img src="https://agentmods.dev/badge/skills/bobadilla-tech/requiems-api-skills/data-integrity-post-normalize.svg" alt="Measured on agentmods" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 448 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00039 $0.00448
Opus 5 $0.00019 $0.00224
Sonnet 5 $0.00008 $0.00090
Haiku 4.5 $0.00004 $0.00045

Measured 8d ago against content hash a548cf48c57f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

data-integrity-post-normalize scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/data-integrity-post-normalize/SKILL.md · 61 lines

What it actually says

Endpoint

POST https://requiems.xyz/v1/systems/text/normalize

Normalize Text

Apply a composable pipeline of normalization operations to a string. Trim whitespace, fix encoding, normalize unicode, strip HTML, and more — in a single call.

Parameters

Name Type Required Location Description
text string yes body The text to normalize. Required.
operations array yes body Ordered list of normalization operations to apply. At least one required. Valid values: trim, lowercase, uppercase, normalize_unicode, collapse_whitespace, strip_html, remove_punctuation

Request Example

{
  "text": "  Hello,   World!  ",
  "operations": ["trim", "lowercase", "collapse_whitespace"]
}

Response Example

{
  "data": {
    "original": "  Hello,   World!  ",
    "normalized": "hello, world!",
    "operations": ["trim", "lowercase", "collapse_whitespace"]
  },
  "metadata": {
    "timestamp": "2026-01-01T00:00:00Z"
  }
}

Response Fields

Field Type Description
original string The input text as provided
normalized string The text after all operations have been applied in order
operations array The operations list echoed from the request

Errors

  • undefined 422 — text is empty or operations array is empty or missing
  • undefined 401 — Missing or invalid API key
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 61 lines · 39 tokens per session scan A a548cf48c57f

Subscribe to this mod's changes

data-integrity-post-normalize is a skill published in the GitHub repository bobadilla-tech/requiems-api-skills (2 stars, last pushed today), licensed MIT. It adds 39 tokens to every session and 448 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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