web-search-agent

web-search-agent is an agent for Claude Code from lornshrimp/Lorn.NovelWriteSkills. It costs 108 tokens per session (2,635 once invoked), scanned A, original, no licence file.

An internet research agent for novel writers. It gathers real information about trends, publishing platforms, specialist topics, settings, people who inspired characters, writing methods, and reader feedback across languages and online communities.

In plain words
What is it for?
Use it to research a novel’s subject, setting, characters, techniques, or audience. It can also combine findings from different websites, communities, and languages.
Why use it?
It reduces the time spent searching scattered sources and helps writers find specific, usable details instead of relying on surface-level results.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to research a novel’s subject, setting, characters, techniques, or audience. It can also combine findings from different websites, communities, and languages.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/lornshrimp/lorn.novelwriteskills/web-search-agent
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.

Clone the repo
git clone --depth 1 https://github.com/lornshrimp/Lorn.NovelWriteSkills

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 web-search-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/lornshrimp/lorn.novelwriteskills/web-search-agent/github.svg)](https://agentmods.dev/agents/lornshrimp/lorn.novelwriteskills/web-search-agent)
Your own site
<a href="https://agentmods.dev/agents/lornshrimp/lorn.novelwriteskills/web-search-agent"><img src="https://agentmods.dev/badge/agents/lornshrimp/lorn.novelwriteskills/web-search-agent/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 web-search-agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/lornshrimp/lorn.novelwriteskills/web-search-agent"><img src="https://agentmods.dev/badge/agents/lornshrimp/lorn.novelwriteskills/web-search-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 108 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,635 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 $0.00108 $0.02635
Opus 5 $0.00054 $0.01318
Sonnet 5 $0.00022 $0.00527
Haiku 4.5 $0.00011 $0.00264

Measured 11d ago against content hash 8b2b3b1b28c6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

web-search-agent 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 11d 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.

CommonSkills/通用-深度研究/agents/web-search-agent.md · 204 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. 11d ago First seen · 204 lines · 108 tokens per session scan A 8b2b3b1b28c6

Subscribe to this mod's changes

web-search-agent is an agent published in the GitHub repository lornshrimp/Lorn.NovelWriteSkills (206 stars, last pushed 7d ago), with no licence file. It adds 108 tokens to every session and 2,635 once invoked, about $0.0005 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 2026-08-30.

Related

Other agents, from other repositories

shaman

Shamanic practitioner for journeying, plant medicine guidance, soul retrieval, and ceremonial facilitation with structured protocols and safety-first approach.

pjt222/agent-almanac · 29 tokens

audit-agent

Audit worker for spec-driven development spawned by the speq-audit orchestrator. Verifies specs/mission.md against the real spec library and returns the inconsistencies. Read-only — authors nothing.

marconae/speq-skill · 42 tokens

mlops-engineer

ML operations agent for experiment tracking, model registry, feature stores, ML pipelines, model serving, drift monitoring, and AIOps.

pjt222/agent-almanac · 31 tokens

loom-senior-software-engineer

Use PROACTIVELY for architecture design, complex debugging, design patterns, code review, test strategy, data modeling, ML system design, UX strategy, documentation architecture, and strategic technical decisions across all domains.

cosmix/loom · 51 tokens

design

Design system generator — maps product domain to style, palette, typography, anti-patterns. Creates .rune/design-system.md. Use BEFORE any frontend code generation.

Rune-kit/rune · 35 tokens

pr-ghostwriter

Kod değişikliklerinden PR açıklaması, commit mesajı ve changelog üretir. Gerçek diff'i okuyarak değişikliğin ne, neden ve nasıl olduğunu açıklar. Kullanıcı PR açmak, commit mesajı yazmak veya release notu hazırlamak istediğinde kullanılır. Jenerik açıklama üretmez — her zaman gerçek değişikliğe özgü yazar.

komunite/kalfa · 81 tokens