lookup-integrity-check SKILL.md skillA

lookup-integrity-check from kesslernity/awesome-copilot-office-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kesslernity/awesome-copilot-office-skills/lookup-integrity-check@git:20261024.a411dc2

Pins git:20261024.a411dc2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kesslernity/awesome-copilot-office-skills
Path
skills/lookup-integrity-check/SKILL.md
Versions recorded
1
Latest version
git:20261024.a411dc2, committed Oct 24, 2026
Size
4,902 bytes
Repository stars
8
License
CC-BY-SA-4.0

Checks every lookup in the open workbook for the faults that return a wrong row rather than an error: approximate match left on by default, duplicate keys on the lookup side, keys that exist in one table and not the other, mismatched types, and ranges that shift when rows are inserted. Changes nothing. Use when the user asks to check lookups, joins, references between tables, or why two sheets disagree.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Lookup integrity check

## Purpose

A lookup that fails loudly returns an error and gets fixed. A lookup that matches the wrong row returns a real value from a real record, and that value goes into a report. The skill examines every lookup in the workbook for the faults that produce a confident wrong answer, and reports them with the keys involved.

## When to use

- The user asks to check lookups, joins, mappings or references between tables.
- Two sheets that should agree do not, and the cause is not yet known.
- Do not use to repair or rewrite lookups. This skill reports, the builder decides.

## Inputs

1. The open workbook (required).
2. Scope (optional): all lookups (default), or named sheets.
3. Key columns (optional): if the user names the columns that should act as keys, use them; otherwise infer and say what was inferred.

## Procedure

1. Find every lookup, in whatever form the workbook uses: direct lookup functions, index and match pairs, and conditional aggregations acting as lookups.
2. For each, record the lookup value, the table or range searched, the column or index returned, and the match mode as written.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kesslernity/awesome-copilot-office-skills/lookup-integrity-check@sha256:ee525e851c9bc02b

The line at the top of this page pins the label git:20261024.a411dc2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7gcan7tgposk3pq7.svg)](https://markdownregistry.com/a/art_7gcan7tgposk3pq7)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 24, 2026.

versioncommittedcommitsizeaudit
git:20261024.a411dc2 latest2026-10-24 a411dc2 4,902 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4902 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kesslernity/awesome-copilot-office-skills · 8 stars · license CC-BY-SA-4.0 · pushed 2026-10-25 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7gcan7tgposk3pq7
GET https://markdownregistry.com/api/v1/resolve?ref=kesslernity/awesome-copilot-office-skills/lookup-integrity-check
GET https://markdownregistry.com/api/v1/blob/ee525e851c9bc02b75d21fefed89231cfeac95f7120dba90789f4bc8cfb2a78d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from kesslernity/awesome-copilot-office-skills

accessibility-pass SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/accessibility-pass/SKILL.md · Reviews the open presentation for accessibility issues (missing or duplicate slide titles, missing alt text, reading…
git:20261024.a411dc2 · audit A · 8 stars
action-title-rewrite SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/action-title-rewrite/SKILL.md · Reviews every slide title in the open presentation and proposes action titles that state each slide's message as a full…
git:20261024.a411dc2 · audit A · 8 stars
ai-writing-tells-check SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/ai-writing-tells-check/SKILL.md · Finds the patterns that make slide text read as machine-written (filler openers, inflated verbs, groups of three, em…
git:20261025.7203ae2 · audit A · 8 stars
appendix-split SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/appendix-split/SKILL.md · Separates the deck that gets presented from the detail that answers questions, by proposing which slides move to an…
git:20261024.9aa8eaa · audit A · 8 stars
assumptions-register SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/assumptions-register/SKILL.md · Finds every hardcoded input in the open workbook, separates genuine assumptions from calculated cells, and builds a…
git:20261024.a411dc2 · audit A · 8 stars
brand-rules-check SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/brand-rules-check/SKILL.md · Checks every slide of the open presentation against written brand rules (colours with hex codes, fonts, logo use…
git:20261024.9aa8eaa · audit A · 8 stars
chart-intent-check SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/chart-intent-check/SKILL.md · Checks every chart in the open workbook against what its title and labels claim: truncated or inverted axes…
git:20261024.a411dc2 · audit A · 8 stars
data-quality-sweep SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/data-quality-sweep/SKILL.md · Sweeps a data range in the open workbook for conditions that break reporting: mixed types in a column, numbers and…
git:20261024.9aa8eaa · audit A · 8 stars
decision-slide SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/decision-slide/SKILL.md · Builds one decision slide that sets out the question, the options, the criteria, a comparison, the recommended option…
git:20261024.a411dc2 · audit A · 8 stars
deck-consistency-sweep SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/deck-consistency-sweep/SKILL.md · Sweeps the open presentation for the inconsistencies a reader notices and an author stops seeing: a term used two ways…
git:20261024.a411dc2 · audit A · 8 stars
deck-message-review SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/deck-message-review/SKILL.md · Reads a whole deck and reports whether it carries one message, whether the slides support it in order, and whether it…
git:20261025.7203ae2 · audit A · 8 stars
deck-trim-proposal SKILL.md skill
kesslernity/awesome-copilot-office-skills · skills/deck-trim-proposal/SKILL.md · Proposes which slides to cut, merge or move to an appendix so a deck fits its slot and its argument, using repetition…
git:20261024.9aa8eaa · audit A · 8 stars

Every file in kesslernity/awesome-copilot-office-skills

Browse by kind, by grade A, or by owner.