search-web-and-summarize

search-web-and-summarize is a skill for Claude Code from CocoRoF/Geny. It costs 34 tokens per session (347 once invoked), scanned A, original, Apache-2.0.

A web-research workflow that searches for an answer, fetches several likely authoritative pages, and combines the findings with inline citations.

In plain words
What is it for?
It is for researching an operator's question, checking primary sources, and producing a short cited summary.
Why use it?
It helps answer questions using current source material instead of relying only on memory or search-result snippets.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit It is for researching an operator's question, checking primary sources, and producing a short cited summary.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cocorof/geny/search_web_and_summarize
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 CocoRoF/Geny --skill search_web_and_summarize
Clone the repo
git clone --depth 1 https://github.com/CocoRoF/Geny

Made for: Claude Code.

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 search-web-and-summarize

README.md
[![agentmods](https://agentmods.dev/badge/skills/cocorof/geny/search_web_and_summarize/github.svg)](https://agentmods.dev/skills/cocorof/geny/search_web_and_summarize)
Your own site
<a href="https://agentmods.dev/skills/cocorof/geny/search_web_and_summarize"><img src="https://agentmods.dev/badge/skills/cocorof/geny/search_web_and_summarize/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 search-web-and-summarize

Your own site · 80×15
<a href="https://agentmods.dev/skills/cocorof/geny/search_web_and_summarize"><img src="https://agentmods.dev/badge/skills/cocorof/geny/search_web_and_summarize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 347 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 $0.00034 $0.00347
Opus 5 $0.00017 $0.00173
Sonnet 5 $0.00007 $0.00069
Haiku 4.5 $0.00003 $0.00035

Measured 9d ago against content hash e39f82464656, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

search-web-and-summarize 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 9d 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.

backend/skills/bundled/search_web_and_summarize/SKILL.md · 28 lines

What it actually says

Search Web and Summarize

You are answering the operator's question by doing primary-source web research. Workflow:

  1. Plan the search. Restate the query in your own words. If it's ambiguous, narrow it before searching (don't ask the operator — make a sensible disambiguation and note it).

  2. Search. Call web_search with max_results=5. Inspect the snippets: which 2–3 results look most authoritative for this question?

  3. Fetch. Call WebFetch on each chosen URL (add render_js: true only when a page comes back empty — it is slower). If a result is paywalled / 404 / empty, note it and continue with the others.

  4. Synthesise. Write the answer in two parts:

    • A 1–2 sentence direct answer to the operator's question.
    • 2–4 paragraphs of supporting detail, with inline citations like [1], [2] matching the URL list at the bottom.
  5. Citations. End with a numbered list of the URLs you used. Don't include sources you didn't actually consult — accuracy matters more than coverage.

Keep total output under 600 words. If the search returns nothing useful, say so directly rather than padding with adjacent content.

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. 9d ago First seen · 28 lines · 34 tokens per session scan A e39f82464656

Subscribe to this mod's changes

search-web-and-summarize is a skill published in the GitHub repository CocoRoF/Geny (11 stars, last pushed 11d ago), licensed Apache-2.0. It adds 34 tokens to every session and 347 once invoked, about $0.0002 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

hive.slack-notifications-setup

Set up a Slack notification channel (Sentinel) for a colony by driving the browser — reuse or create the "Hive Sentinel" Slack app from a JSON manifest, install it, capture the bot + app tokens, create/select the channel via the Slack API, and turn Sentinel on so the colony can ping the user on Slack and accept…

aden-hive/hive · 136 tokens

hive.chart-creation-foundations

Required reading whenever any chart tool is available. Teaches the one-tool embedding contract (call chartrender → live chart appears in chat AND a downloadable PNG lands in the queen session dir), the ECharts (data viz) vs Mermaid (structural diagrams) decision, the BI/financial-grade aesthetic baseline (no…

aden-hive/hive · 133 tokens

browser-edge-cases

SOP for debugging browser automation failures on complex websites. Use when browser tools fail on specific sites like LinkedIn, Twitter/X, SPAs, or sites with Shadow DOM.

aden-hive/hive · 40 tokens

hive.pdf

Read, write, merge, split, rotate, watermark, encrypt, and OCR PDF files using Python (pypdf, pdfplumber, reportlab, pypdfium2) and command-line tools (poppler-utils, qpdf). Use when the user asks to extract text/tables/images from a PDF, create or modify a PDF, combine or split PDFs, OCR a scanned PDF…

aden-hive/hive · 98 tokens

hive.note-taking

Maintain a free-form scratchpad of decisions, extracted values, and open questions so context pruning doesn't lose anything you still need.

aden-hive/hive · 30 tokens

sdlc-accelerate

End-to-end SDLC ramp-up from idea to construction-ready with automated phase transitions.

jmagly/aiwg · 23 tokens