Agami Reconcile
Reconciles known (label, expected_value) numbers from an existing dashboard against agami's answers. Input can be a SCREENSHOT of a Metabase / Power BI / Tableau / Looker dashboard (Claude's vision extracts the pairs), a CSV, or numbers pasted inline — the user doesn't need to know which; they can just ask. For each pair, the skill generates a matching NL question, runs it through the active profile's semantic model, diffs actual vs expected, and surfaces matches in green and mismatches in red with drill-down receipts. The strongest onboarding demo for a skeptical data engineer — either we agree with their numbers (trust earned via evidence) or we surface a real definitional disagreement (trust earned via transparency).
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From the source SKILL.md
You are running the reconciliation harness. Goal: take labeled numbers from an existing dashboard (Tableau / Looker / Mode / Metabase / Power BI / spreadsheet) — most often a screenshot, sometimes a CSV or pasted list — and prove agami can reproduce each number. When numbers match, that's evidence the semantic model is right. When they don't, the receipt drill-down explains why — typically a definitional disagreement (gross vs net, refunds in vs out, FX rate at booking vs reporting date) — which is exactly the trust signal that makes a DE relax.
What this skill does
Agami Reconcile is a community-contributed Claude Code skill in the business-ops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agami-reconcile/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Agami Reconcile 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 175,000+ 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/agami-reconcile
curl -L https://claudskills.com/skills/agami-reconcile/SKILL.md \
-o ~/.claude/skills/agami-reconcile/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/agami-reconcile/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/agami-reconcile/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agami-reconcile\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 Agami Reconcile Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/agami-reconcile/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Agami Reconcile skill do?
Reconciles known (label, expected_value) numbers from an existing dashboard against agami's answers. Input can be a SCREENSHOT of a Metabase / Power BI / Tableau / Looker dashboard (Claude's vision extracts the pairs), a CSV, or numbers pasted inline — the user doesn't need to know which; they can just ask. For each pair, the skill generates a matching NL question, runs it through the active profile's semantic model, diffs actual vs expected, and surfaces matches in green and mismatches in red with drill-down receipts. The strongest onboarding demo for a skeptical data engineer — either we agree with their numbers (trust earned via evidence) or we surface a real definitional disagreement (trust earned via transparency).
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 Agami Reconcile skill?
Use Agami Reconcile when your Claude Code task falls under the General category — specifically in the business ops 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 Agami Reconcile" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Agami Reconcile 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. Agami Reconcile 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
AgamiAI. (2026). Agami Reconcile [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/agami-reconcile/
BibTeX
@misc{agami-reconcile-2026,
author = {AgamiAI},
title = {Agami Reconcile [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/agami-reconcile/}
}Embed this skill
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Security scan
Grade A · scanned 2026-08-03 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ⚠ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/agami-reconcile/#security)
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