Office Source Reconciliation

SkillFiles & storage

Reconcile conflicting numbers and statements across spreadsheets, PDFs, and office documents before reporting out.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Office Source Reconciliation skill

What this skill tells your AI

The instructions your AI receives, as published by contextgo/contextgo in src/process/resources/skills/office-analyst-pack/skills/office-source-reconciliation/SKILL.md and read by ahel’s review.

Use this skill when the real work is not extraction, but deciding whether the sources agree.

Use when

  • A workbook, PDF, memo, or report all mention overlapping numbers.
  • Version drift is possible.
  • The user wants a reliable final summary, not just a merged pile of inputs.

Do not use when

  • Only one source matters.
  • The task is pure drafting with no overlapping evidence.

Reconciliation principles

  • Never assume the newest file is automatically correct.
  • Decide source of truth by role, not by convenience.
  • Separate direct mismatches from interpretation mismatches.
  • If a conflict cannot be resolved, carry it forward explicitly.

Workflow

Step 1: Build the overlap map

List:

  • which files overlap
  • which metrics or claims overlap
  • what period or version each source appears to cover

Step 2: Identify likely source-of-truth hierarchy

Common hierarchy examples:

  • signed or finalized report over draft memo
  • raw export over manually edited presentation tab
  • approved finance workbook over narrative summary written from memory

If the hierarchy is unclear, say so and avoid overstating confidence.

Step 3: Compare line by line

For each overlapping item:

  • source A value
  • source B value
  • match / mismatch / ambiguous
  • likely explanation

Step 4: Produce the reconciled view

Return either:

  • one clean reconciled figure set
  • or a short unresolved conflict register

Output format

Return:

1. Source map

  • files compared
  • likely source-of-truth ranking

2. Reconciliation table

  • item
  • source values
  • status
  • comment

3. Final recommendation

  • what can be reported safely
  • what still needs human confirmation

Use together with

  • office-spreadsheet-analysis
  • office-document-operations
  • xlsx, pdf, docx

Signals

GitHub stars
54
Forks
5
Last commit
May 2026
Advanced
Catalog kind
skill
Gateway key
office-source-reconciliation
Source
github.com/contextgo/contextgo