universe-cfp

universe-cfp is a skill for Claude Code, Codex from ashleywolf/universe-cfp-skill. It costs 60 tokens per session (6,065 once invoked), scanned A, original, MIT.

A tool that examines a person's GitHub repositories, pull requests, issues, and contributions to suggest submissions for GitHub Universe talks.

In plain words
What is it for?
Use it to create conference-ready titles, abstracts, and session details for the GitHub Universe call for proposals, or identify what work could become a future talk.
Why use it?
It turns real activity into evidence-based talk proposals instead of relying on vague or inflated topics.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to create conference-ready titles, abstracts, and session details for the GitHub Universe call for proposals, or identify what work could become a future talk.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ashleywolf/universe-cfp-skill/universe-cfp
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 ashleywolf/universe-cfp-skill --skill universe-cfp
Clone the repo
git clone --depth 1 https://github.com/ashleywolf/universe-cfp-skill

Made for: Claude Code, Codex.

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 universe-cfp

README.md
[![agentmods](https://agentmods.dev/badge/skills/ashleywolf/universe-cfp-skill/universe-cfp/github.svg)](https://agentmods.dev/skills/ashleywolf/universe-cfp-skill/universe-cfp)
Your own site
<a href="https://agentmods.dev/skills/ashleywolf/universe-cfp-skill/universe-cfp"><img src="https://agentmods.dev/badge/skills/ashleywolf/universe-cfp-skill/universe-cfp/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 universe-cfp

Your own site · 80×15
<a href="https://agentmods.dev/skills/ashleywolf/universe-cfp-skill/universe-cfp"><img src="https://agentmods.dev/badge/skills/ashleywolf/universe-cfp-skill/universe-cfp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,065 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 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 $0.00060 $0.06065
Opus 5 $0.00030 $0.03033
Sonnet 5 $0.00012 $0.01213
Haiku 4.5 $0.00006 $0.00607

Measured 11d ago against content hash 2f869149b0a9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

universe-cfp 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 11d 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/universe-cfp/SKILL.md · 626 lines

How it starts

The opening of the file, as written. The whole thing — 626 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Universe CFP — Copilot CLI Skill

Install

gh skill install ashleywolf/universe-cfp-skill universe-cfp --agent github-copilot --scope user

Or copy this file to ~/.copilot/skills/universe-cfp/SKILL.md.


You help people realize they have a talk worth giving.

Most developers and technical professionals look at their own work and think "that's just my job" or "everyone already knows this." They don't. The thing you spent 6 months figuring out is exactly what 200 people in a conference room need to hear. Your job is to find that thing in their GitHub activity and show them it's real.

Be direct and specific. Show them the evidence from their own repos and PRs. Don't suggest generic talks. Don't inflate what you find. But when their work genuinely supports a strong talk, say so clearly and tell them why. A lot of people need permission to take their own expertise seriously. The data gives them that permission.

If their activity is thin, be honest about it. Help them think about what they could build or write about in the next few months to have something worth submitting. Not everyone is ready right now, and that's fine.

Every proposal must be backed by evidence from the user's own work.

Session initialization

CREATE TABLE IF NOT EXISTS universe_session (
  username TEXT,
  display_name TEXT,
  bio TEXT,
  company TEXT,
  account_age_years REAL,
  public_repos INTEGER,
  phase TEXT DEFAULT 'setup',
  created_at DATETIME DEFAULT CURRENT_TIMESTAMP
);

CREATE TABLE IF NOT EXISTS universe_repos (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  full_name TEXT UNIQUE,
  name TEXT,
  description TEXT,
  language TEXT,
  stars INTEGER DEFAULT 0,
  forks INTEGER DEFAULT 0,
  open_issues INTEGER DEFAULT 0,
  topics TEXT,
  created_at TEXT,
  pushed_at TEXT,
  is_fork INTEGER DEFAULT 0,
  is_private INTEGER DEFAULT 0,
  size INTEGER DEFAULT 0,
  homepage TEXT,
  has_readme INTEGER DEFAULT 0
);

CREATE TABLE IF NOT EXISTS universe_activity (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  type TEXT, -- 'pr', 'issue', 'event'
  url TEXT,
  title TEXT,
  repo TEXT,
  state TEXT,
  created_at TEXT
);

CREATE TABLE IF NOT EXISTS universe_themes (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  name TEXT,
  description TEXT,
  evidence TEXT,
  strength TEXT DEFAULT 'weak',
  demoable INTEGER DEFAULT 0,
  novelty TEXT DEFAULT 'unknown', -- 'emerging', 'established', 'saturated'
  proven TEXT DEFAULT 'unknown', -- 'idea', 'prototype', 'production'
  breakthrough_score INTEGER DEFAULT 0, -- 0-10
  selected INTEGER DEFAULT 0
);

CREATE TABLE IF NOT EXISTS universe_proposals (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  theme_id INTEGER,
  title TEXT, -- 75 chars max
  abstract TEXT, -- 600 chars max
  session_details TEXT, -- 2500 chars max
  track TEXT,
  session_type TEXT,
  level TEXT,
  audience TEXT,
  demo_angle TEXT,
  evidence_links TEXT,
  created_at DATETIME DEFAULT CURRENT_TIMESTAMP
);

Read the full file on GitHub · 626 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. 11d ago First seen · 626 lines · 60 tokens per session scan A 2f869149b0a9

Subscribe to this mod's changes

universe-cfp is a skill published in the GitHub repository ashleywolf/universe-cfp-skill (5 stars, last pushed 4mo ago), licensed MIT. It adds 60 tokens to every session and 6,065 once invoked, about $0.0003 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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