csv-summarizer

csv-summarizer is a skill for Claude Code, Codex from suifeng156/skillport. It costs 59 tokens per session (351 once invoked), scanned A, original, MIT.

A read-only tool for profiling a CSV, a plain-text table of rows and columns, and producing a concise summary of its contents.

In plain words
What is it for?
Use it to summarize or inspect a CSV or other tabular dataset in the working directory.
Why use it?
It quickly shows the file's size, column types, sample values, and obvious data-quality problems such as missing values, duplicates, malformed dates, or inconsistent types.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to summarize or inspect a CSV or other tabular dataset in the working directory.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/suifeng156/skillport/csv-summarizer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add suifeng156/skillport --skill csv-summarizer
Clone the repo
git clone --depth 1 https://github.com/suifeng156/skillport

Made for: Claude Code, Codex.

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-summarizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/suifeng156/skillport/csv-summarizer/github.svg)](https://agentmods.dev/skills/suifeng156/skillport/csv-summarizer)
Your own site
<a href="https://agentmods.dev/skills/suifeng156/skillport/csv-summarizer"><img src="https://agentmods.dev/badge/skills/suifeng156/skillport/csv-summarizer/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-summarizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/suifeng156/skillport/csv-summarizer"><img src="https://agentmods.dev/badge/skills/suifeng156/skillport/csv-summarizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 351 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 $0.00059 $0.00351
Opus 5 $0.00030 $0.00176
Sonnet 5 $0.00012 $0.00070
Haiku 4.5 $0.00006 $0.00035

Measured 8d ago against content hash e2dc01010941, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

csv-summarizer 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 8d 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.

examples/csv-summarizer/SKILL.md · 35 lines

What it actually says

CSV Summarizer

When the user asks you to summarize or profile a CSV file, follow this protocol.

1. Identify the file

If the user names a specific file, use that. Otherwise list .csv files in the working directory and use the most recently modified one. Report the filename you chose.

2. Read and analyze

Read the file (or its first 1000 rows if very large). Compute:

  • Row count — total rows excluding the header.
  • Column count — from the header row.
  • Per-column:
    • Inferred type: integer, decimal, date, boolean, string, or mixed.
    • Distinct value count for low-cardinality columns (< 20 distinct).
    • A representative sample value.
  • Data quality flags — missing values, type inconsistencies inside a column, suspicious outliers, malformed dates, duplicated rows.

3. Report format

Produce a single response with:

  1. A one-line header: csv-summarizer: <filename> (N rows × M columns).
  2. A markdown table of columns: | name | inferred type | sample | notes |.
  3. A short paragraph titled "Data quality" describing any flags found, or "No issues detected" if none.

Do not modify the file. Read-only.

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 8d ago First seen · 35 lines · 59 tokens per session scan A e2dc01010941

Subscribe to this mod's changes

csv-summarizer is a skill published in the GitHub repository suifeng156/skillport (3 stars, last pushed 2mo ago), licensed MIT. It adds 59 tokens to every session and 351 once invoked, about $0.0003 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.

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