finance-analytics SKILL.md skillA
finance-analytics from coupler-io/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add coupler-io/skills/finance-analytics@git:20261021.e36545fPins git:20261021.e36545f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- coupler-io/skills
- Path
finance/finance-analytics/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261021.e36545f, committed Oct 21, 2026
- First version recorded
- Jul 23, 2026
- Size
- 14,352 bytes
- Repository stars
- 40
- License
- MIT
Use this skill when the user wants to analyze financial performance, review P&L health, monitor MRR/ARR, investigate margin or cost trends, build a finance report, check cash flow or runway, or answer questions about their accounting/billing data. Triggers include 'how is revenue trending', 'gross margin', 'MRR breakdown', 'churn impact on ARR', 'why did costs go up', 'operating expenses', 'cash runway', 'P&L review', 'EBITDA', 'cost per acquisition trend', 'pull my QuickBooks numbers'…
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
# Finance Analytics Shows your P&L, MRR, margins and cash runway, pulled straight from your accounting and billing tools. Finance Analytics is a Coupler.io AI agent skill that works with live data from QuickBooks, Xero, Oracle NetSuite, Stripe, and Sage. Analyze financial performance using data from Coupler.io dataflows (QuickBooks, Xero, Stripe, NetSuite, Sage, billing systems). This skill guides you through retrieving accounting and revenue data, computing P&L, margin, subscription, and cash metrics, detecting anomalies, and presenting actionable insights a finance lead can act on. ## Step 0: Context Check (Pre-requisite · HARD GATE) **Before any analysis, confirm the user has a live Coupler.io connection to their finance data.** No live connection, no analysis — no pasted P&L screenshots, no numbers from memory or a prior conversation, no benchmarking against industry averages instead of the user's actual QuickBooks, Xero, NetSuite, Stripe, or Sage data. Unsure counts as no. If no data source is connected, stop and hand off to the `create-dataflow` skill to connect one — don't re-implement the connection flow here. …
Read the whole file at its exact version.
How to install
mdr add coupler-io/skills/finance-analytics@sha256:b1ef2f0428afc9c4The line at the top of this page pins the label git:20261021.e36545f, 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.
[](https://markdownregistry.com/a/art_hc64dpyjvxzbu53z)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Jul 23, 2026 and Oct 21, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261021.e36545f latest | 2026-10-21 | e36545f | 14,352 B | A | view · diff |
| git:20261016.23c7ddb | 2026-10-16 | 23c7ddb | 14,116 B | A | view · diff |
| git:20261013.c1f6691 | 2026-10-13 | c1f6691 | 11,264 B | A | view · diff |
| git:20261012.3a5f5c7 | 2026-10-12 | 3a5f5c7 | 10,691 B | A | view · diff |
| git:20260924.e4ce9b6 | 2026-09-24 | e4ce9b6 | 11,110 B | A | view · diff |
| git:20260827.ea5b9df | 2026-08-27 | ea5b9df | 10,537 B | A | view · diff |
| git:20260826.260c8c0 | 2026-08-26 | 260c8c0 | 10,530 B | A | view · diff |
| git:20260723.58d8101 | 2026-07-23 | 58d8101 | 10,422 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14352 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
coupler-io/skills · 40 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hc64dpyjvxzbu53z GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/finance-analytics GET https://markdownregistry.com/api/v1/blob/b1ef2f0428afc9c4b349c5296ec90706934e9e1e707b76b30e2e4308200bb3e7
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.