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 WadeWarren/gws-claude-plugin --skill persona-researchergit clone --depth 1 https://github.com/WadeWarren/gws-claude-pluginWrote 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/wadewarren/gws-claude-plugin/persona-researcher)<a href="https://agentmods.dev/skills/wadewarren/gws-claude-plugin/persona-researcher"><img src="https://agentmods.dev/badge/skills/wadewarren/gws-claude-plugin/persona-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/wadewarren/gws-claude-plugin/persona-researcher"><img src="https://agentmods.dev/badge/skills/wadewarren/gws-claude-plugin/persona-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 | $0.00017 | $0.00277 |
| Opus 5 | $0.00009 | $0.00138 |
| Sonnet 5 | $0.00003 | $0.00055 |
| Haiku 4.5 | $0.00002 | $0.00028 |
Grade A, and why
persona-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.
This is a copy
89% identical to persona-researcher — 11 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Researcher
PREREQUISITE: Load the following utility skills to operate as this persona:
gws-drive,gws-docs,gws-sheets,gws-gmail
Organize research — manage references, notes, and collaboration.
Relevant Workflows
gws workflow +file-announce
Instructions
- Organize research papers and notes in Drive folders.
- Write research notes and summaries with
gws docs +write. - Track research data in Sheets — use
gws sheets +appendfor data logging. - Share findings with collaborators via
gws workflow +file-announce. - Request peer reviews via
gws gmail +send.
Tips
- Use
gws drive files listwith search queries to find specific documents. - Keep a running log of experiments and findings in a shared Sheet.
- Use
--format csvwhen exporting data for analysis tools.
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 · 34 lines · 17 tokens per session scan A ce7d72cf9ab3
persona-researcher is a skill published in the GitHub repository WadeWarren/gws-claude-plugin (38 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 17 tokens to every session and 277 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to persona-researcher, differing in 11 lines, and is treated as a copy.
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