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Data Reconciliation

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:audit
Derives a missing workbook cell from a fully determined constraint: row/column remainder, YoY invert, share x total, CAGR endpoints, weighted-average sleeve, then tolerance-checked cross-tab sums. Invoke when auditing statements or reconstructing a redacted export that still contains those anchors. Do not use on under-determined blanks, conflicting totals with no priority rule, or curve-fit recovery.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Techniques for recovering missing values from financial and tabular data using mathematical constraints, modern spreadsheet logic, and data integrity standards.

What this skill does

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

Who uses this skill

The Data Reconciliation Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 186,000+ 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-reconciliation
curl -L https://claudskills.com/skills/data-reconciliation/SKILL.md \
  -o ~/.claude/skills/data-reconciliation/SKILL.md

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

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

Telegram

📱 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.

Frequently asked questions

How do I install the Data Reconciliation Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/data-reconciliation/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Data Reconciliation skill do?
Derives a missing workbook cell from a fully determined constraint: row/column remainder, YoY invert, share x total, CAGR endpoints, weighted-average sleeve, then tolerance-checked cross-tab sums. Invoke when auditing statements or reconstructing a redacted export that still contains those anchors. Do not use on under-determined blanks, conflicting totals with no priority rule, or curve-fit recovery.
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 Reconciliation skill?
Use Data Reconciliation when your Claude Code task falls under the General category — specifically in the general 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 Reconciliation" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Data Reconciliation 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 Reconciliation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

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

APA
kazimrmerchant. (2026). Data Reconciliation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/data-reconciliation/
BibTeX
@misc{data-reconciliation-2026,
  author    = {kazimrmerchant},
  title     = {Data Reconciliation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/data-reconciliation/}
}

Embed this skill

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Security scan

Grade A · scanned 2026-08-15 — free static scan against the OWASP Agentic Skills Top 10.

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