expert-panel

expert-panel is a skill for Claude Code from itsbluetic/expert-panel-by-ebp. It costs 122 tokens per session (4,818 once invoked), scanned A, original, no licence file.

A guided process for evidence-based discussion by six experts from relevant academic fields, followed by practical experiment planning.

In plain words
What is it for?
It is for multi-perspective analysis, evidence-based practice reviews, and designing practical tests of proposed actions.
Why use it?
It brings multiple viewpoints and researched evidence to complex topics.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit It is for multi-perspective analysis, evidence-based practice reviews, and designing practical tests of proposed actions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/itsbluetic/expert-panel-by-ebp/expert-panel
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 itsbluetic/expert-panel-by-ebp --skill expert-panel
Clone the repo
git clone --depth 1 https://github.com/itsbluetic/expert-panel-by-ebp

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 expert-panel

README.md
[![agentmods](https://agentmods.dev/badge/skills/itsbluetic/expert-panel-by-ebp/expert-panel/github.svg)](https://agentmods.dev/skills/itsbluetic/expert-panel-by-ebp/expert-panel)
Your own site
<a href="https://agentmods.dev/skills/itsbluetic/expert-panel-by-ebp/expert-panel"><img src="https://agentmods.dev/badge/skills/itsbluetic/expert-panel-by-ebp/expert-panel/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 expert-panel

Your own site · 80×15
<a href="https://agentmods.dev/skills/itsbluetic/expert-panel-by-ebp/expert-panel"><img src="https://agentmods.dev/badge/skills/itsbluetic/expert-panel-by-ebp/expert-panel.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 122 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,818 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 $0.00122 $0.04818
Opus 5.5 $0.00049 $0.01927
Sonnet 5.5 $0.00024 $0.00964
Haiku 4.5 $0.00012 $0.00482

Measured 2mo ago against content hash 88b917ab4ec2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

expert-panel 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 2mo 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/expert-panel/SKILL.md · 370 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

Files

What ships with it

2 files 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. 2mo ago First seen · 370 lines · 122 tokens per session scan A 88b917ab4ec2

Subscribe to this mod's changes

expert-panel is a skill published in the GitHub repository itsbluetic/expert-panel-by-ebp (23 stars, last pushed 6mo ago), with no licence file. It adds 122 tokens to every session and 4,818 once invoked, about $0.0005 per session on Opus 5.5. 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

expert-panel compared with skills from other repositories

expert-panel next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
expert-panelitsbluetic/expert-panel-by-ebpSkill236mo agononeA122Claude Code
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matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A205Claude Code