tryworld-topics

A topic-planning skill for AI news videos, based on current AI news from a specified website. It creates several possible story ideas in the style of the TryWorld channel.

In plain words
What is it for?
Use it to prepare a shortlist of AI news topics for a spoken-video channel, either before making a script or when you need topic ideas only.
Why use it?
It removes the work of scanning AI news and turning it into usable video ideas. Each idea includes its angle, source material, original link, priority, and a reason it may attract attention.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/tryworld2026/paper-algorithm/tryworld-topics
Any agent
npx skills add TryWorld2026/paper-algorithm --skill tryworld-topics
Clone the repo
git clone --depth 1 https://github.com/TryWorld2026/paper-algorithm

Made for: Claude Code, Codex.

Per session 129 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 685 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
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 $0.00129 $0.00685
Opus 5 $0.00064 $0.00342
Sonnet 5 $0.00026 $0.00137
Haiku 4.5 $0.00013 $0.00068

Measured 2d ago against content hash 25aa3e519708, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

tryworld-topics scanned grade A 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 2d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/fetch_aihot.ps1), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

1. **拉数据**:运行 `scripts/fetch_aihot.ps1`(Windows PowerShell;拉最近 7 天精选 + 最新日报,落盘到 `work/aihot/`)。非 Windows 环境按 `references/api.md` 的端点用 curl 拉取(**必须带浏览器 UA**,否则 403)。
skills/tryworld-topics/SKILL.md · 31 lines

The source is not reproduced here

Licensed CC-BY-SA-4.0

The repository is licensed CC-BY-SA-4.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

6 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. 2d ago First seen · 31 lines · 129 tokens per session scan A 25aa3e519708

Subscribe to this mod's changes

tryworld-topics is a skill published in the GitHub repository TryWorld2026/paper-algorithm (22 stars, last pushed 3d ago), licensed CC-BY-SA-4.0. It adds 129 tokens to every session and 685 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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