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 amanning3390/hermeshub --skill web-researchergit clone --depth 1 https://github.com/amanning3390/hermeshubWrote 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/amanning3390/hermeshub/web-researcher)<a href="https://agentmods.dev/skills/amanning3390/hermeshub/web-researcher"><img src="https://agentmods.dev/badge/skills/amanning3390/hermeshub/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/amanning3390/hermeshub/web-researcher"><img src="https://agentmods.dev/badge/skills/amanning3390/hermeshub/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 | $0.00039 | $0.00521 |
| Opus 5 | $0.00019 | $0.00260 |
| Sonnet 5 | $0.00008 | $0.00104 |
| Haiku 4.5 | $0.00004 | $0.00052 |
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 12d 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.
What it actually says
Web Researcher
Multi-source research agent with structured synthesis.
When to Use
- User asks to research a topic, company, person, or technology
- User needs competitive analysis or market research
- User wants fact-checking or source verification
- User needs summarized information from multiple web sources
Procedure
- Parse the research query to identify key topics and constraints
- Generate 3-5 diverse search queries covering different angles
- Execute searches in parallel using available search tools
- For each promising result, extract the full page content
- Cross-reference facts across multiple sources
- Synthesize findings into a structured report with citations
- Flag any conflicting information between sources
Research Output Format
# Research: [Topic]
## Key Findings
- Finding 1 (Source: [url])
- Finding 2 (Source: [url])
## Detailed Analysis
[Structured analysis with inline citations]
## Sources
1. [Title](url) - Relevance: High/Medium/Low
2. [Title](url) - Relevance: High/Medium/Low
## Confidence & Gaps
- Confidence: High/Medium/Low
- Information gaps: [what couldn't be verified]
Pitfalls
- Always cite sources — never present research without attribution
- Cross-reference claims across at least 2 sources
- Note when information is from a single source only
- Be explicit about information freshness and publication dates
- Distinguish between facts, analysis, and speculation
Verification
- Every claim should have at least one source URL
- Key facts should be cross-referenced across sources
- Report should explicitly state confidence level
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.
- 12d ago First seen · 70 lines · 39 tokens per session scan A cc66b8bf01db
web-researcher is a skill published in the GitHub repository amanning3390/hermeshub (38 stars, last pushed 2mo ago), licensed MIT. It adds 39 tokens to every session and 521 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 2026-08-30.
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