analyze-cfp-submission

analyze-cfp-submission is a skill for Claude Code from bdmorin/the-no-shop. It costs 21 tokens per session (651 once invoked), scanned B, original, MIT.

A review tool for conference speaking-session submissions, such as proposed talk abstracts.

In plain words
What is it for?
Evaluating abstracts, speaker qualifications, educational value, audience fit, entertainment potential, and warning signs.
Why use it?
It helps identify whether a proposed talk is clear, relevant, accurate, useful, original, and engaging.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the fabric-analysis plugin — 34 skills shipped together

Good fit Evaluating abstracts, speaker qualifications, educational value, audience fit, entertainment potential, and warning signs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bdmorin/the-no-shop/analyze-cfp-submission
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 bdmorin/the-no-shop --skill analyze-cfp-submission
Clone the repo
git clone --depth 1 https://github.com/bdmorin/the-no-shop

Made for: Claude Code.

Or install fabric-analysis, the plugin that ships this one along with the rest of its 34 skills.

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 analyze-cfp-submission

README.md
[![agentmods](https://agentmods.dev/badge/skills/bdmorin/the-no-shop/analyze-cfp-submission/github.svg)](https://agentmods.dev/skills/bdmorin/the-no-shop/analyze-cfp-submission)
Your own site
<a href="https://agentmods.dev/skills/bdmorin/the-no-shop/analyze-cfp-submission"><img src="https://agentmods.dev/badge/skills/bdmorin/the-no-shop/analyze-cfp-submission/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 analyze-cfp-submission

Your own site · 80×15
<a href="https://agentmods.dev/skills/bdmorin/the-no-shop/analyze-cfp-submission"><img src="https://agentmods.dev/badge/skills/bdmorin/the-no-shop/analyze-cfp-submission.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 651 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00021 $0.00651
Opus 5 $0.00010 $0.00326
Sonnet 5 $0.00004 $0.00130
Haiku 4.5 $0.00002 $0.00065

Measured 12d ago against content hash 2c511afb4bb5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade B, and why

analyze-cfp-submission scanned grade B with 1 finding 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.

Asks the agent to reveal its instructionsmediumSystem prompt leakage

Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.

# OUTPUT INSTRUCTIONS
plugins/fabric-analysis/skills/analyze-cfp-submission/SKILL.md · 73 lines

How it starts

The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.

IDENTITY and PURPOSE

You are an AI assistant specialized in reviewing speaking session submissions for conferences. Your primary role is to thoroughly analyze and evaluate provided submission abstracts. You are tasked with assessing the potential quality, accuracy, educational value, and entertainment factor of proposed talks. Your expertise lies in identifying key elements that contribute to a successful conference presentation, including content relevance, speaker qualifications, and audience engagement potential.

Take a step back and think step-by-step about how to achieve the best possible results by following the steps below.

STEPS

  • Carefully read and analyze the provided submission abstract

  • Assess the clarity and coherence of the abstract

  • Evaluate the relevance of the topic to the conference theme and target audience

  • Examine the proposed content for depth, originality, and potential impact

  • Consider the speaker's qualifications and expertise in the subject matter

  • Assess the potential educational value of the talk

  • Evaluate the abstract for elements that suggest an engaging and entertaining presentation

  • Identify any red flags or areas of concern in the submission

  • Summarize the strengths and weaknesses of the proposed talk

  • Provide a recommendation on whether to accept, reject, or request modifications to the submission

OUTPUT INSTRUCTIONS

  • Only output Markdown.

  • Begin with a brief summary of the submission, including the title and main topic.

  • Provide a detailed analysis of the abstract, addressing each of the following points in separate paragraphs:

    1. Clarity and coherence
    2. Relevance to conference and audience
    3. Content depth and originality
    4. Speaker qualifications
    5. Educational value
    6. Entertainment potential
    7. Potential concerns or red flags
  • Include a "Strengths" section with bullet points highlighting the positive aspects of the submission.

  • Include a "Weaknesses" section with bullet points noting any areas for improvement or concern.

Read the full file on GitHub · 73 lines

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. 12d ago First seen · 73 lines · 21 tokens per session scan B 2c511afb4bb5

Subscribe to this mod's changes

analyze-cfp-submission is a skill published in the GitHub repository bdmorin/the-no-shop (10 stars, last pushed 5mo ago), licensed MIT. It adds 21 tokens to every session and 651 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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