Data Remediation

Q: What is a Claude Code skill and how does the Data Remediation skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Data Remediation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Content · Sub-category: content-misc · Last updated: 2026-06-13

cloud:cloudflare type:audit

AI-powered data remediation for cleaning, validating, and fixing anomalous data in D1 databases. Uses semantic clustering to compress thousands of broken rows into pattern families, then generates auditable fix logic via Workers AI or local SLMs. Enforces zero PII egress — all inference runs air-gapped (Workers AI on Cloudflare's edge or Ollama locally). Use when cleaning imported data, fixing D1 data quality issues, detecting PII in voice AI transcripts, building self-healing data pipelines, reconciling data between systems, or remediating bulk data anomalies. Triggers on: "data quality", "clean data", "fix data", "PII detection", "data remediation", "anomaly", "data validation", "bulk fix", "transcript cleaning", "data pipeline", "reconciliation", or any request to find and fix bad data in D1.

From the source SKILL.md

Adapted from [msitarzewski/agency-agents](https://github.com/msitarzewski/agency-agents) engineering-ai-data-remediation-engineer.md (64K+ stars, MIT license).

What this skill does

Data Remediation is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/data-remediation/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when cleaning imported data, fixing D1 data quality issues, detecting PII in voice AI transcripts, building self-healing data pipelines, reconciling data between systems, or remediating bulk data anomalies. Triggers on: "data quality", "clean data", "fix data", "PII detection", "data remediation", "anomaly", "data validation", "bulk fix", "transcript cleaning", "data pipeline", "reconciliation", or any request to find and fix bad data in D1.

Who uses this skill

The Data Remediation Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 120,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/data-remediation
curl -L https://claudskills.com/skills/data-remediation/SKILL.md \
  -o ~/.claude/skills/data-remediation/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/data-remediation/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/data-remediation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\data-remediation\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Data Remediation Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/data-remediation/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Data Remediation skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Data Remediation skill?

Use Data Remediation when your Claude Code task falls under the Content category — specifically in the content misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Data Remediation" or describe the task and let Claude pick). Browse related skills at /category/content/.

What is a Claude Code skill and how does the Data Remediation skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Data Remediation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/cffrank/paperclip-skills-agents/blob/e239bd3c1c6a2c8adb04042f6020a7fc157b7e3a/skills/data-remediation/SKILL.md
Author: cffrank

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

cffrank. (2026). Data Remediation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/data-remediation/

BibTeX

@misc{data-remediation-2026,
  author    = {cffrank},
  title     = {Data Remediation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/data-remediation/}
}

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