enriching-tables-with-web-data

enriching-tables-with-web-data is a skill for Claude Code, Codex from guaderrama/awesome-claude-skills. It costs 78 tokens per session (1,068 once invoked), scanned A, original, no licence file.

A skill that adds current information from the web to rows in Excel tables using Bright Data MCP tools.

In plain words
What is it for?
It is for enriching spreadsheet data with company profiles, product details, social-media metrics, reviews, and other web-sourced information.
Why use it?
It avoids manually looking up and entering online details for many companies, products, or social profiles.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It is for enriching spreadsheet data with company profiles, product details, social-media metrics, reviews, and other web-sourced information.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/guaderrama/awesome-claude-skills/data-enrichment
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 guaderrama/awesome-claude-skills --skill data-enrichment
Clone the repo
git clone --depth 1 https://github.com/guaderrama/awesome-claude-skills

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 enriching-tables-with-web-data

README.md
[![agentmods](https://agentmods.dev/badge/skills/guaderrama/awesome-claude-skills/data-enrichment/github.svg)](https://agentmods.dev/skills/guaderrama/awesome-claude-skills/data-enrichment)
Your own site
<a href="https://agentmods.dev/skills/guaderrama/awesome-claude-skills/data-enrichment"><img src="https://agentmods.dev/badge/skills/guaderrama/awesome-claude-skills/data-enrichment/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 enriching-tables-with-web-data

Your own site · 80×15
<a href="https://agentmods.dev/skills/guaderrama/awesome-claude-skills/data-enrichment"><img src="https://agentmods.dev/badge/skills/guaderrama/awesome-claude-skills/data-enrichment.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,068 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 unknown 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 $0.00078 $0.01068
Opus 5.5 $0.00031 $0.00427
Sonnet 5.5 $0.00016 $0.00214
Haiku 4.5 $0.00008 $0.00107

Measured 2mo ago against content hash 59498814db74, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

enriching-tables-with-web-data 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 2mo 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.

data-enrichment/SKILL.md · 131 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2mo ago First seen · 131 lines · 78 tokens per session scan A 59498814db74

Subscribe to this mod's changes

enriching-tables-with-web-data is a skill published in the GitHub repository guaderrama/awesome-claude-skills (1 stars, last pushed 1y ago), with no licence file. It adds 78 tokens to every session and 1,068 once invoked, about $0.0003 per session on Opus 5.5. 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

enriching-tables-with-web-data compared with skills from other repositories

enriching-tables-with-web-data next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
enriching-tables-with-web-dataguaderrama/awesome-claude-skillsSkill11y agononeA78Claude Code, Codex
dcf-modelNousResearch/hermes-agentSkill262ktodayMITA14Claude Code, Codex
gogopenclaw/openclawSkill394ktodayMITA20Claude Code, Codex
xlsxasgeirtj/system_prompts_leaksSkill71kyesterdayCC0-1.0A206Claude Code, Codex
audit-xlsanthropics/financial-servicesSkill41k10d agoApache-2.0A104Claude Code
artifact-template-analytics-dashboardasgeirtj/system_prompts_leaksSkill71kyesterdayCC0-1.0A47Claude Code, Codex
google-drive-sheetsyc-software/qmSkill16ktodayMITA32Claude Code, Codex