csv-to-report

csv-to-report is a skill for Claude Code from ZachArticulateV/designer-pro-and-seo. It costs 88 tokens per session (683 once invoked), scanned A, original, MIT.

A tool that turns a raw CSV spreadsheet into a structured business report. CSV is a plain-text table format commonly used to exchange spreadsheet data.

In plain words
What is it for?
Use it for training, compliance, scheduling, billing, or inventory reports. It profiles the file, applies definitions such as overdue or complete, and helps produce the requested report format.
Why use it?
It separates mechanical data checks from decisions about what columns and business rules mean. This reduces the risk of summarizing incomplete, mislabeled, or incorrectly filtered data.

Skill for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the designer-pro-and-seo plugin — 41 skills, 14 agents, 1 MCP server shipped together

Good fit Use it for training, compliance, scheduling, billing, or inventory reports. It profiles the file, applies definitions such as overdue or complete, and helps produce the requested report format.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add ZachArticulateV/designer-pro-and-seo
Claude Code
/plugin install designer-pro-and-seo

Made for: Claude Code.

Or install designer-pro-and-seo, the plugin that ships this one along with the rest of its 41 skills, 14 agents, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for csv-to-report

README.md
[![agentmods](https://agentmods.dev/badge/skills/zacharticulatev/designer-pro-and-seo/csv-to-report/github.svg)](https://agentmods.dev/skills/zacharticulatev/designer-pro-and-seo/csv-to-report)
Your own site
<a href="https://agentmods.dev/skills/zacharticulatev/designer-pro-and-seo/csv-to-report"><img src="https://agentmods.dev/badge/skills/zacharticulatev/designer-pro-and-seo/csv-to-report/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for csv-to-report

Your own site · 80×15
<a href="https://agentmods.dev/skills/zacharticulatev/designer-pro-and-seo/csv-to-report"><img src="https://agentmods.dev/badge/skills/zacharticulatev/designer-pro-and-seo/csv-to-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 683 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00088 $0.00683
Opus 5 $0.00044 $0.00342
Sonnet 5 $0.00018 $0.00137
Haiku 4.5 $0.00009 $0.00068

Measured 12d ago against content hash 01edbc544d51, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

csv-to-report scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/csv-to-report/SKILL.md · 69 lines

How it starts

The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.

csv-to-report

Family: content-and-data Status: Stable

Purpose

Turn raw CSV data into a structured, narrative report. A small Python helper does the deterministic profiling/filtering/grouping; the skill adds the human layer — what the columns mean and what the business rules are.

The 3-step framework: Load + labelDefine rulesRequest the structured deliverable, then iterate (same data, new lenses). Common uses: training compliance, staff scheduling, billing audits, inventory snapshots.

Triggers

  • "csv to report" / "report from this csv"
  • "summarize this spreadsheet"
  • "training log report" / "compliance report"
  • "turn this data into a report"

Inputs

  • CSV file (path or pasted)
  • Column meanings (labels the agent needs to interpret correctly)
  • Business rules (what counts as overdue, complete, required, etc.)
  • Desired deliverable format

Steps

  1. Profile the data mechanically:
    python3 "${CLAUDE_PLUGIN_ROOT}/scripts/workflow/csv_to_report.py" --in <file.csv> --human   # use `py` on Windows if python3 is absent
    
    Returns row/column counts, per-column type + fill rate + distinct values, numeric stats, and top categories — so labeling is grounded in real data.
  2. Load + label. Confirm what each non-obvious column means (abbreviations, joined fields, date formats). Flag data-quality issues the profile reveals (blanks, mixed types, totals rows mixed into data rows).
  3. Define rules. Capture explicit business rules ("annual training expires 365 days after Completion_Date"; "overdue = past expiration AND status != complete").
  4. Slice as needed using the helper's --filter, --group-by, and --select flags to answer specific questions deterministically.
  5. Render the deliverable — table, grouped lists, narrative summary, or an exported sub-CSV — applying the business rules to the profiled data.
  6. Offer an iteration menu — filter, group, export, re-summarize on the same data ("now only clinical staff", "now group by training type").

Read the full file on GitHub · 69 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 69 lines · 88 tokens per session scan A 01edbc544d51

Subscribe to this mod's changes

csv-to-report is a skill published in the GitHub repository ZachArticulateV/designer-pro-and-seo (8 stars, last pushed 2mo ago), licensed MIT. It adds 88 tokens to every session and 683 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

skill-doc-delivery

Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables.

nyldn/claude-octopus · 29 tokens

add-excel

Adds Excel Online (Business) connector to a Power Apps code app. Use when reading or writing Excel workbook data from OneDrive or SharePoint.

microsoft/power-platform-skills · 33 tokens

brand-xlsx

Brand-aware Excel engine. Use to (1) EXTRACT a company's brand from a .xlsx template into a reusable "Brand Profile", (2) COMPREHEND the template with the model (optional), (3) VERIFY it, (4) GENERATE a new on-brand .xlsx from a GridDocument fill manifest. Trigger on "extract our brand", "use our workbook template"…

ferdinandobons/brand-docs · 141 tokens

analyze

Analyze a large file (CSV, Excel, PDF, JSON, code) and return a token-efficient summary. Instead of reading thousands of rows or pages, get schema + statistics + sample in under 500 tokens. Use when user mentions a file path, asks to analyze data, pastes many rows, or references a CSV/Excel/PDF/JSON file.

Shweta-Mishra-ai/tokenmizer · 76 tokens

gsheets

Google Sheets via MCP — read, write, create, list, share spreadsheets. Use when reading, writing, or managing Google Sheets data.

martineserios/thebrana · 31 tokens

visibly-seo-pdf-build

Build a clean, brand-compliant PDF from an analysis or offer. Use when the user asks to generate, render, or export a client-ready PDF presentation or document with their corporate identity — cover page, header/footer, section bars, tables, ROI boxes.

AntonioBlago/claude-code-seo-starter · 60 tokens