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.
npx skills add Jacobinwwey/notemdpro --skill web-researchergit clone --depth 1 https://github.com/Jacobinwwey/notemdproWrote 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.
[](https://agentmods.dev/skills/jacobinwwey/notemdpro/web-researcher)<a href="https://agentmods.dev/skills/jacobinwwey/notemdpro/web-researcher"><img src="https://agentmods.dev/badge/skills/jacobinwwey/notemdpro/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.
<a href="https://agentmods.dev/skills/jacobinwwey/notemdpro/web-researcher"><img src="https://agentmods.dev/badge/skills/jacobinwwey/notemdpro/web-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.01084 |
| Opus 5 | $0.00013 | $0.00542 |
| Sonnet 5 | $0.00005 | $0.00217 |
| Haiku 4.5 | $0.00003 | $0.00108 |
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 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.
How it starts
The opening of the file, as written. The whole thing — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.
NoteMD Pro - Web Research
Overview
This feature researches topics using web search providers and provides summarized context. It supports both Tavily (API-based) and DuckDuckGo (scraper-based) providers.
When to Use
- Research before writing: Gather context for content generation
- Summarize topics: Get overview of any subject
- Fact-checking: Verify information from web sources
- Literature review: Collect information from multiple sources
Function Call Chain
_performResearch (searchUtils.ts)
├── SearchManager.getProvider(settings)
│ ├── TavilyProvider (if searchProvider='tavily')
│ └── DuckDuckGoProvider (if searchProvider='duckduckgo')
├── provider.search(query, settings)
│ └── Returns SearchResult[]
├── fetchContentFromUrl(url) [For DuckDuckGo only]
│ └── requestUrl({url, method: 'GET'})
│ └── Extract text from HTML
├── Combine research context
└── Return combined context string
Search Providers
Tavily Provider
- API-based search (requires API key)
- Returns snippets/summaries
- Faster, more reliable
- Configuration:
tavilyApiKey,tavilyMaxResults,tavilySearchDepth
DuckDuckGo Provider
- Web scraping (no API key needed)
- Returns URLs, fetches full content
- More results, slower
- Configuration:
ddgMaxResults,ddgFetchTimeout
Key Functions (from searchUtils.ts)
_performResearch
Performs web research for a topic and returns combined context.
export async function _performResearch(
settings: NotemdSettings,
topic: string,
progressReporter: ProgressReporter,
): Promise<string | null>;
fetchContentFromUrl
Fetches content from a URL and extracts text.
export async function fetchContentFromUrl(
url: string,
progressReporter: ProgressReporter,
debugMode?: boolean,
): Promise<string>;
// Returns extracted text or error message
SearchManager (search/SearchManager.ts)
Factory for getting search provider.
export class SearchManager {
static getProvider(settings: NotemdSettings): SearchProvider;
// Returns TavilyProvider or DuckDuckGoProvider
}
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.
- 9d ago First seen · 181 lines · 25 tokens per session scan A c3c039c9f60b
web-researcher is a skill published in the GitHub repository Jacobinwwey/notemdpro (2 stars, last pushed 4mo ago), licensed MIT. It adds 25 tokens to every session and 1,084 once invoked, about $0.0001 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.
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