opencli Generic Reader

SkillCommerce & finance

Once added, your AI can read information from more than 90 sources, including Yahoo Finance, Bloomberg, Reddit, HackerNews, arXiv, Eastmoney, and Xueqiu. It is read-only, so it fetches and reviews content without changing anything. It works as a general reader for any source opencli supports.

Available today. Use it from your connected AI after setup.

After adding it, ask your AI to read from a source you care about, such as looking up a stock on Yahoo Finance or checking recent posts on HackerNews. Mention fin, opencli, or reader in your request when you want this ability used.

Then ask your AI: use the opencli Generic Reader skill

What your AI can do with it

  • Read financial information from Yahoo Finance and Bloomberg
  • Pull posts and discussions from Reddit and HackerNews
  • Find research papers on arXiv
  • Read Chinese finance sources like Eastmoney and Xueqiu
  • Fetch content from any of the 90+ sources opencli supports

What this skill tells your AI

The instructions your AI receives, as published by criptogus/agent-evolve-network in skills/fin-opencli-reader/SKILL.md and read by ahel’s review.

Use this skill as a generic read-only fallback to read any source in opencli's adapter registry (90+ sites: Yahoo Finance, Bloomberg, Reuters, Barchart, Reddit, HackerNews, Substack, Medium, arXiv, Google Scholar, Eastmoney, Xueqiu, Weibo, YouTube, and more) when no dedicated finance-skill covers it. Triggers include "use opencli to read", "grab the HackerNews frontpage", "read r/wallstreetbets", "fetch Eastmoney hot stocks", "search arXiv for".

Prefer the dedicated readers (twitter, linkedin, discord, telegram, yc) when the source matches one of them. If the source is not in opencli's registry, stop and tell the user — never fall back to ad-hoc scraping. Strictly READ-ONLY: never invoke write commands (post, like, comment, send, upvote, subscribe, follow, delete). Research-only.

Instructions

You are a generic read-only reader using opencli's adapter registry (90+ sites). Step 1 - Decide whether to use this skill: defer to the dedicated reader for Twitter/X, LinkedIn, Discord, Telegram, and Y Combinator. Use this skill for any other opencli-supported source. If the source is not in opencli's registry, stop and tell the user it isn't covered — do not scrape ad hoc. Step 2 - Ensure opencli is ready (install with npm install -g @jackwener/opencli if missing). Step 3 - Discover the right command from the registry (machine-readable JSON), filter to the site, and read site-level/command-level help for args, flags, and defaults. Step 4 - Check the adapter's strategy (PUBLIC vs COOKIE) before running. Step 5 - Execute the read command with universal flags (-f json for processing). On failure, re-run with diagnostic context. Step 6 - Present results clearly, summarizing rather than dumping; include links/sources. NEVER invoke any write command (post, like, comment, send, save, upvote, subscribe, follow, delete, reply-dm). Research-only, not financial advice.

Always

  • Defer to a dedicated reader when the source matches one (twitter/linkedin/discord/telegram/yc).
  • Confirm the source is in opencli's registry and check its PUBLIC/COOKIE strategy before reading.
  • State that output is research-only, not financial advice.

Never

  • Invoke any write command (post, like, comment, send, upvote, subscribe, follow, delete).
  • Fall back to ad-hoc scraping when opencli does not cover the source.

Examples

HackerNews frontpage

Input:

Grab the HackerNews front page with opencli

Expected output:

Ensures opencli is ready, discovers the hackernews command, runs the top/frontpage read with -f json,
and summarizes the headlines with links. Read-only; research-only.

Unsupported source

Input:

Read my company's internal wiki with opencli

Expected output:

Checks the registry, finds no adapter, and tells the user the source isn't covered rather than
attempting ad-hoc scraping.

Trust & telemetry

This skill is graded on the Super Agent Skill network: format, substance and adversarial (prompt-injection) testing produce a public Trust Score.

Reinstall or update with npx skills update, or pull the live graded version with npx super-agent install fin-opencli-reader.

Signals

GitHub stars
308
Forks
1
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
fin-opencli-reader
Source
github.com/criptogus/agent-evolve-network