Home / coupler-io / skills · capability/report-generation/SKILL.md · GitHub

report-generation skillA

report-generation is agent-read markdown (skill) from coupler-io/skills: Use this skill to produce a structured business report from analysis output and validate it before delivery — turning metrics, findings, and recommendations into a scannable, decision-ready document, then sanity-checking arithmetic, units, claims, and consistency. Industry-agnostic; works for marketing, ecom, finance, sales, or any analytics output. Compose with a domain bundle (e.g., ecom-analytics + report-generation) for domain-flavored reports. Triggers include 'write a report', 'summarize t.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Report Generation

Produce a structured, decision-ready report from analysis output, then validate it before delivery. The skill has two phases: **Phase 1 drafts the report**, **Phase 2 checks it**. Run both, in order, every time. The skill is industry-agnostic — it formats and verifies findings; it does not generate data or analysis. The data and analysis come from the domain bundle loaded alongside (e.g. `marketing-analytics`, `ecom-analytics`, `finance-analytics`, `sales-analytics`).

## When to use this skill

- The user asked for a "report", "summary", "review", or "TL;DR".
- The user asked for a structured deliverable they can share or act on.
- A complex analysis is complete and needs to be packaged for an audience.
- The user asked to "sanity-check", "validate", or "review for accuracy" an existing draft. In that case, **skip Phase 1** and go straight to Phase 2 against the draft they provided.

Not needed for direct data requests ("show me top 5 rows") — those return the data and stop.

## Composition
…

Read the whole file at its exact version.

How to install

Latest version
mdr add coupler-io/skills/report-generation@git:20260826.260c8c0
Exact content
mdr add coupler-io/skills/report-generation@sha256:ddf83a8212b755d6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3tp4sotqtlukhuku.svg)](https://markdownregistry.com/a/art_3tp4sotqtlukhuku)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260826.260c8c0 latest2026-08-26 260c8c0 13,967 BA view · diff
git:20260723.58d81012026-07-23 58d8101 13,920 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (13967 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

coupler-io/skills · 34 stars · license none · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3tp4sotqtlukhuku
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/report-generation
GET https://markdownregistry.com/api/v1/blob/ddf83a8212b755d6ad80b84d7a711a693851e7803ae09009115b96c81c15f045

Your agent 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.

More from coupler-io/skills

create-dataflow skill
coupler-io/skills · capability/create-dataflow/SKILL.md · Use this skill when the user wants to create a new dataflow, set up a new data import, connect a new data source to a…
git:20260826.260c8c0 · audit A · 34 stars
generate-data-set-context skill
coupler-io/skills · capability/generate-data-set-context/SKILL.md · Use this skill when the user wants to explore a dataset's context, or write or update documentation for the data it…
git:20260826.260c8c0 · audit A · 34 stars
get-started skill
coupler-io/skills · capability/get-started/SKILL.md · Use this skill when the user's Coupler.io workspace is NEW or EMPTY — no datasets, no credentials — and they want their…
v0.1.0 · audit A · 34 stars
google-ads-custom-gaql skill
coupler-io/skills · capability/google-ads-custom-gaql/SKILL.md · Use this skill when the user needs Google Ads data that no packaged report type carries, or asks for a Custom GAQL…
git:20260905.0af2a91 · audit A · 34 stars
refine-prompt skill
coupler-io/skills · capability/refine-prompt/SKILL.md · Use this skill when the user's request is vague, incomplete, or poorly structured and needs to be sharpened into a…
git:20260826.260c8c0 · audit A · 34 stars
ecom-analytics skill
coupler-io/skills · ecommerce/ecom-analytics/SKILL.md · Use this skill when the user wants to analyze e-commerce performance, review funnel conversion, investigate AOV or…
git:20260827.ea5b9df · audit A · 34 stars
shopify-inventory-and-stockout-risk skill
coupler-io/skills · ecommerce/shopify/shopify-inventory-and-stockout-risk/SKILL.md · Use for "what's about to run out", "what should I reorder", "when do I need to place the order", "how much stock do I…
v1.0.0 · audit B · 34 stars
shopify-product-and-variant-sales skill
coupler-io/skills · ecommerce/shopify/shopify-product-and-variant-sales/SKILL.md · Use for "which products are selling", "what are my best sellers", "which variants should I drop", "what's my margin by…
v1.0.0 · audit B · 34 stars
shopify-repeat-purchase-and-retention skill
coupler-io/skills · ecommerce/shopify/shopify-repeat-purchase-and-retention/SKILL.md · Use for "what's our repeat rate", "do customers come back", "which campaign brings customers who buy again", "what's…
v1.0.0 · audit B · 34 stars
shopify-store-performance skill
coupler-io/skills · ecommerce/shopify/shopify-store-performance/SKILL.md · Use for Shopify store questions like "how did the store do last month", "why did our store revenue drop", "what's our…
v1.1.0 · audit B · 34 stars
finance-analytics skill
coupler-io/skills · finance/finance-analytics/SKILL.md · Use this skill when the user wants to analyze financial performance, review P&L health, monitor MRR/ARR, investigate…
git:20260827.ea5b9df · audit A · 34 stars
facebook-ads-audience-analysis skill
coupler-io/skills · marketing-and-ads/facebook-ads/facebook-ads-audience-analysis/SKILL.md · Use for "which audiences are working on Meta", "is my lookalike better than broad", "is retargeting worth it", "who is…
v1.0.0 · audit A · 34 stars

Every file in coupler-io/skills

Other files named report-generation

report-generation skill
zj-unicom-ai/uniemployee · backend/skills/report-generation/SKILL.md · 生成数据分析报告。当用户要求"报告/可视化报告/趋势报告/分析报告/统计报告/月报/周报"等任何报告类输出时启用。完整流程:理解需求 → 检索表结构 → 多维度 SQL 查询 → 智能深度分析归因 → 动态风格 HTML…
git:20260908.0d2a796 · audit B · 273 stars

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