linkfox-tsearch-search

linkfox-tsearch-search is a skill for Claude Code, Codex from linkfox-ai/linkfox-skills. It costs 149 tokens per session (1,593 once invoked), scanned A, original, MIT.

A web search tool that finds online pages and returns their extracted text. It is intended for current information, news, search-engine results, Reddit discussions, and other public web content.

In plain words
What is it for?
Use it to research topics, check recent facts, find news and trends, and collect content from websites or online communities.
Why use it?
It removes the need to search several sites and copy page content manually before summarising it. It is useful when information may have changed since the model was trained.

Skill for Claude CodeCodex

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

Good fit Use it to research topics, check recent facts, find news and trends, and collect content from websites or online communities.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search
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 linkfox-ai/linkfox-skills --skill linkfox-tsearch-search
Clone the repo
git clone --depth 1 https://github.com/linkfox-ai/linkfox-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 linkfox-tsearch-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search/github.svg)](https://agentmods.dev/skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search)
Your own site
<a href="https://agentmods.dev/skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search"><img src="https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search/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 linkfox-tsearch-search

Your own site · 80×15
<a href="https://agentmods.dev/skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search"><img src="https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-tsearch-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 149 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,593 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high System Prompt Leakage · line 83
    Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.
    Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
How audits are shown
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 $0.00149 $0.01593
Opus 5 $0.00075 $0.00796
Sonnet 5 $0.00030 $0.00319
Haiku 4.5 $0.00015 $0.00159

Measured 9d ago against content hash dc0ad2527852, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

linkfox-tsearch-search 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.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/onboarding.py, scripts/tsearch_web_search.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/linkfox-tsearch-search/SKILL.md · 153 lines

How it starts

The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Web Search & Online Retrieval

This skill performs web searches and automatically extracts content from the results. It returns unstructured content ready for direct summarization — no sandbox analysis is needed.

Core Concepts

This tool acts as an intelligent web search engine that both searches and extracts page content in a single call. When you use this tool, it automatically:

  1. Performs a web search using the provided keyword
  2. Extracts and returns content from the top results

Important: Because content extraction is built-in, there is no need to separately call a browser/web-extract tool after using this search. The returned content is unstructured text — summarize it directly rather than attempting structured data analysis.

Response Data Fields

Field Description Type Example
searchList Array of search results array (see below)
searchList[].score Relevance score of the result number 0.95
searchList[].title Page title of the result string "Best wireless chargers 2026"
searchList[].url URL of the source page string "https://example.com/article"
searchList[].content Extracted page content string "Full text of the article..."
costToken Tokens consumed by this request integer 1500

Parameter Guide

This tool accepts a single parameter:

Parameter Type Required Max Length Description
keyword string Yes 1000 chars The search query keyword(s)

Tips for Effective Keywords

  1. Be specific: "best budget wireless earbuds 2026" works better than "earbuds"
  2. Use natural language or key phrases: Both "what is the capital of France" and "capital France" are valid
  3. Include context when needed: Add qualifiers like year, region, or domain to narrow results
  4. Combine terms for precision: "iPhone 16 Pro Max battery life review" targets more relevant pages than "iPhone battery"
  5. Use English or the target language: Match the language to the content you want to find

Read the full file on GitHub · 153 lines

Files

What ships with it

4 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. 9d ago First seen · 153 lines · 149 tokens per session scan A dc0ad2527852

Subscribe to this mod's changes

linkfox-tsearch-search is a skill published in the GitHub repository linkfox-ai/linkfox-skills (101 stars, last pushed 22d ago), licensed MIT. It adds 149 tokens to every session and 1,593 once invoked, about $0.0007 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 2026-09-03.

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