web-researcher

web-researcher is a skill for Claude Code from Kit4Some/Oh-my-ClaudeClaw. It costs 0 tokens per session (1,822 once invoked), scanned A, original, MIT.

A workflow for researching information on the web and combining findings into an organized knowledge record.

In plain words
What is it for?
Use it for requests such as finding current information, researching a topic online, and analyzing trends.
Why use it?
It helps structure searches from several angles, remove duplicate findings, and connect new information with existing context.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: built for openclaw.

Part of the openclaw-cc plugin — 22 skills, 4 agents, 5 MCP servers shipped together

Good fit Use it for requests such as finding current information, researching a topic online, and analyzing trends.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kit4some/oh-my-claudeclaw/web-researcher
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 Kit4Some/Oh-my-ClaudeClaw --skill web-researcher
Clone the repo
git clone --depth 1 https://github.com/Kit4Some/Oh-my-ClaudeClaw

Made for: Claude Code.

Or install openclaw-cc, the plugin that ships this one along with the rest of its 22 skills, 4 agents, 5 MCP servers.

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-researcher

README.md
[![agentmods](https://agentmods.dev/badge/skills/kit4some/oh-my-claudeclaw/web-researcher/github.svg)](https://agentmods.dev/skills/kit4some/oh-my-claudeclaw/web-researcher)
Your own site
<a href="https://agentmods.dev/skills/kit4some/oh-my-claudeclaw/web-researcher"><img src="https://agentmods.dev/badge/skills/kit4some/oh-my-claudeclaw/web-researcher/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-researcher

Your own site · 80×15
<a href="https://agentmods.dev/skills/kit4some/oh-my-claudeclaw/web-researcher"><img src="https://agentmods.dev/badge/skills/kit4some/oh-my-claudeclaw/web-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,822 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 $0.00000 $0.01822
Opus 5 $0.00000 $0.00911
Sonnet 5 $0.00000 $0.00364
Haiku 4.5 $0.00000 $0.00182

Measured 11d ago against content hash 84d5feb93328, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

web-researcher 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.

skills/web-researcher/SKILL.md · 280 lines

How it starts

The opening of the file, as written. The whole thing — 280 lines — stays where its author put it; the contents beside it link to each section on GitHub.


name: web-researcher description: > Web research with OMC team parallel execution. Triggers on "웹에서 찾아", "최신 정보", "리서치해", "동향", "web research", "find online", "latest info", "look up", "search the web", "trend analysis" and similar. v3: Spawns research-agent in parallel for multi-angle search. Deduplicates via memory_similar. Builds knowledge graph connections. For comprehensive research use /deep-research instead.

Web Researcher — Automated Web Research & Knowledge Integration

Preamble

Before executing this skill:

  1. Load context from memory:

    memory_search(query: "{skill-relevant-query}", associative: true, limit: 5)
    memory_search(tag: "{skill-name}", limit: 3)
    

    Review returned memories for relevant past context, decisions, and patterns.

  2. Check OMC state for active work:

    state_get_status()
    

    If conflicting active tasks exist, warn the user before proceeding.

  3. Detect current branch (for git-related skills):

    git rev-parse --abbrev-ref HEAD 2>/dev/null || echo "not-a-git-repo"
    
  4. Check proactive mode:

    state_read("occ-proactive")
    

    If "false": do NOT proactively suggest other OpenClaw-CC skills during this session. Only run skills the user explicitly invokes.

  5. Log skill activation:

    memory_daily_log(type: "note", entry: "Skill activated: /{skill-name}")
    

Role

Perform systematic web research using multiple queries and angles. Collect, verify, structure, and persist findings in memory. Link new knowledge to existing related memories for a connected knowledge graph.

Workflow

Step 1 — Check Existing Knowledge

Memory Context Loading

Before starting work, load relevant context from the 3-layer memory system:

# Search for related past work
memory_search(query: "{task description}", associative: true, limit: 5)

# Search by relevant tags
memory_search(tag: "{relevant-tag}", limit: 3)

# Check for recent related daily logs
memory_search_date(start: "{7 days ago}", end: "{today}", category: "daily-logs", limit: 5)

Read the full file on GitHub · 280 lines

Files

What ships with it

1 file 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. 11d ago First seen · 280 lines · 0 tokens per session scan A 84d5feb93328

Subscribe to this mod's changes

web-researcher is a skill published in the GitHub repository Kit4Some/Oh-my-ClaudeClaw (4 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,822 tokens. 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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