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李成银的技术随笔

Hacker News - Newest: "AI"

GitHub - ogulcancelik/herdr: agent multiplexer that lives in your terminal. GitHub - openclaw/openclaw: Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 AI doesn't divide developers — it just reveals them greenvilleAI.coffee · Gloomy Doomy Ask HN: Where AI Researchers Congregate? Show HN: Directionally bad – a newsletter about risks of AI centralization The AI Great Leap Forward (a warning) AMD's Lemonade SDK For AI Promotes macOS To GA Status, ROCm 7.13 Integrated Embedded acoustic AI with <16ms latency running on 8MB RAM Does anyone in your organisation own "correctness" in your AI products? Return on Intelligence, Part 3: Moats | rebecca powell GitHub - monkidy/ai-ops-sop-pack: Documentation-only SOP pack for bounded AI-agent engineering operations: PR audit, crash recovery, handoff discipline, templates, and stop conditions. AI Was Used to Recreate the Voices of Dead Pilots. The NTSB Responded by Locking Down Its Database. - Fire ... 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Chemical & Engineering News What it takes to run an AI coworker on iMessage 94% will keep spending on AI even when it fails Purr - Apps on Google Play Ask HN: What to learn and do, that makes me least affected by AI in STEM? Second Brain — Your AI Tools Finally Remember You atom.plumocracy.com Cheap AI could derail OpenAI and Anthropic's IPOs The Future of AI-Facilitated Medicine I used $30,983 of AI tokens last month in Claude code on $200/mo plan Don't just 'quote' the AI Did Google’s AI agents really build an operating system for $916? AI and Doctrinal Collapse Two Loops: How China's Open AI Strategy Reinforces Its Industrial Dominance [pdf] Battle over WiseTech AI job cuts intensifies amid China staff accusations Provenance Exclusive: Departing Meta staffer posts biting anti-AI video internally amid mass layoffs GitHub - ppserapiao/mneme: the open, user-sovereign memory layer for AI. local-first · client-side encrypted · open protocol. your memory. your keys. every model. 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[video] Navigating the New Frontier: AI's Role in Revolutionizing Mathematics and the Quest for Ethical Science Show HN: My dad is a forensic accountant. I automated ~62% of his job Trump's unsigned AI executive order Mdview.io – a Markdown viewer for AI era documentation Anti-"doomer" feedback derails Trump's AI executive order Agents League: The Esports-Inspired Hackathon Where AI Agents Battle for Glory The AI Superstars Who Say a 'Vibe Slop' Crisis Is Coming Show HN: Lilo – An open source personal AI assistant that lives in Telegram Cannes Film Cost $500k to Make. $400k Was AI Compute Costs Where to buy anything AI Powered Search Everyone is an AI Cop Now: What Happens When an AI-Generated Story Wins a Prestigious Prize On AI Coding Assistants | Winston Cooke China’s AI optimism isn’t what it seems AI errno(2) values Believe It Or Not, The Government Is Adopting AI to Make Your Life Easier Google plans to win the AI war Anime AI Studio | Create AI Anime Dramas & Videos from Ideas HN isn't swamped yet, just obsessed with AI · mahl.me OneHundredBiz — Financial Business Ideas with AI Tools An AI system to help scientists write expert-level empirical software Ask HN: We need a standard way to say how much AI was used in a PR Anthropic, Microsoft in talks for AI chip deal after $5 billion investment Idea: Subreddits as curator blogs for the AI era The elephant in the room • Josh W. Comeau What Happens When AI Edits a Classical Chinese Academic Paper: What Happens When AI Edits a Classical Chinese Academic Paper / 当AI修改古汉语学术论文时发生了什么 China's AI optimism isn't what it seems
fifa2026
yooibox · 2026-05-23 · via Hacker News - Newest: "AI"

Use this skill to run FIFA 2026 data discovery workflows in MediaUse, including player lookup, team lookup, group lookup, and detailed stats retrieval.

Scope

Use this skill when the task targets fifa2026 operations such as:

  • Search player by name
  • Search team by name
  • Search group by letter/country (query optional)
  • Get player details
  • Get team details and roster preview
  • Get player recent match stats
  • Get team recent match stats
  • Compare two teams by ranking, form, and key players
  • Predict a match with structured probability output

1. Install MediaUse CLI (Windows Only)

Use the official install script for Windows:

Mandatory update rule:

  • Before every run, execute the install script once to auto-install or auto-upgrade to the latest MediaUse CLI.

Run:

powershell -C "iwr https://release.mediause.dev/install.ps1 -UseBasicParsing | iex"

Then verify:

mediause --version

Current support status:

  • Windows: supported
  • Linux: not supported yet
  • macOS: not supported yet

Recommended skill install path:

  • .mediause/skills/fifa2026/SKILL.md

2. Get and Configure MediaUse Key

2.1 Apply for key

  1. Open https://mediause.dev/
  2. Sign in to your account.
  3. Open Project.
  4. Create or copy your API key.

2.2 Configure key in CLI

mediause manage key <your_key> --json

3. Core Flow (Mandatory Order)

Always follow this order:

  1. Run install script once to ensure latest CLI.
  2. Discover site and commands.
  3. Bind account context with use account.
  4. Check status with auth health when needed.
  5. Execute dynamic site actions.
  6. Verify with trace/task.

3.1 Discover and plugin setup

mediause plugin list --json
mediause plugin add fifa2026 --json
mediause fifa2026 -h
mediause fifa2026 search -h
mediause fifa2026 get -h
mediause fifa2026 compare -h
mediause fifa2026 predict -h

3.2 Bind context before commands

use account must be executed successfully before search/get actions.

use account argument format:

  • <platform:account_id>
  • account_id can be selected from mediause auth list --json.
mediause auth list --json
mediause use account fifa2026:guest --json

If you need to watch page behavior (for challenge/manual checks):

mediause use account fifa2026:guest --show --json

3.3 Auth health precondition

For fifa2026 read workflows, guest is typically sufficient. If a non-guest account is used, check:

mediause auth health --json

If health indicates login expired:

mediause auth login fifa2026 --json
mediause use account fifa2026:<account_id> --json
mediause auth health --json

4. FIFA 2026 Dynamic Command Map (v1)

Source schema:

  • plugin: plugin.fifa2026
  • manifest: crates/platforms/plugins/fifa2026/manifest.yaml

4.1 search.*

  • mediause fifa2026 search player --name <text> [--limit <n>] --json
  • mediause fifa2026 search team --name <text> [--url <url>] [--limit <n>] --json
  • mediause fifa2026 search group [--query <text>] [--url <url>] [--limit <n>] --json

search group query behavior:

  • No query: return all groups.
  • Letter query: supports values like a, b, c, or a,b,c.
  • Country query: supports values like brazil, and returns matched group.

4.2 get.*

  • mediause fifa2026 get player --url <url> --json
  • mediause fifa2026 get team --url <url> [--player-limit <n>] --json
  • mediause fifa2026 get player-stats --url <url> [--limit <n>] --json
  • mediause fifa2026 get team-stats --url <url> [--limit <n>] --json

4.3 compare.*

  • mediause fifa2026 compare teams --team_a_url <url> --team_b_url <url> [--competition_url <url>] [--recent_limit <n>] [--player_limit <n>] --json

compare teams parameter notes:

  • team_a_url, team_b_url: required squad URLs.
  • competition_url: optional competition context, defaults to World Cup stats page.
  • recent_limit: optional recent match window, default 10.
  • player_limit: optional top player comparison depth, default 5.

4.4 predict.*

  • mediause fifa2026 predict match --home_url <url> --away_url <url> [--competition_url <url>] [--recent_limit <n>] [--player_limit <n>] [--neutral_site <true|false>] --json

predict match parameter notes:

  • home_url, away_url: required squad URLs.
  • competition_url: optional ranking/group context URL.
  • recent_limit: optional form window size, default 10.
  • player_limit: optional squad strength feature depth, default 5.
  • neutral_site: optional venue flag, default true.

5. Operational Constraints (Mandatory)

Apply these constraints for stable and safe execution.

5.1 Read-oriented pacing

  • Avoid burst loops on repeated navigation.
  • Add short delay between repeated fetches.
  • Stop and retry later if anti-bot/challenge appears.

5.2 Suggested limits and spacing

Suggested limits:

  • Search/get actions: <= 60 per minute

Minimum spacing:

  • Search/get actions: >= 1 second between actions

Same-target guardrails:

  • Repeated request to same URL/query: >= 2 seconds

If a limit is hit or challenge repeats:

  1. Pause at least 5 minutes.
  2. Rebind context with use account.
  3. Resume with lower frequency.

5.3 Safety policy

  • Do not bypass platform protections.
  • Do not attempt credential/session hijacking.
  • Respect platform terms and local regulations.

5.4 Output and error handling

  • Prefer --json output.
  • Require structured error handling.
  • On blocked/risk/challenge, stop and return actionable next steps.

6. Workflow Examples

6.1 Group overview (all groups)

mediause use account fifa2026:guest --show --json
mediause fifa2026 search group --json
mediause trace last --json

6.2 Group lookup by letters

mediause use account fifa2026:guest --json
mediause fifa2026 search group --query "a,b,c" --json
mediause trace last --json

6.3 Group lookup by country

mediause use account fifa2026:guest --json
mediause fifa2026 search group --query "brazil" --json
mediause trace last --json

6.4 Player to stats drill-down

mediause use account fifa2026:guest --json
mediause fifa2026 search player --name "marta" --limit 5 --json
mediause fifa2026 get player --url <player_url> --json
mediause fifa2026 get player-stats --url <player_url> --limit 5 --json
mediause trace last --json

6.5 Team comparison

mediause use account fifa2026:guest --json
mediause fifa2026 compare teams --team_a_url <team_a_url> --team_b_url <team_b_url> --json
mediause trace last --json

6.6 Match prediction

mediause use account fifa2026:guest --json
mediause fifa2026 predict match --home_url <home_team_url> --away_url <away_team_url> --neutral_site true --json
mediause trace last --json

7. Execution Checklist

Before run:

  1. Run https://release.mediause.dev/install.ps1 once to auto-install/upgrade latest CLI.
  2. PATH updated and mediause --version works.
  3. API key configured and verified.
  4. Account context bound via mediause use account <platform:account_id>.
  5. If using non-guest account, mediause auth health --json checked.

During run:

  1. Respect spacing and retry limits.
  2. Stop on repeated challenge pages.
  3. Avoid repeated burst requests to same target.

After run:

  1. Save logs and outcomes.
  2. Record challenge/risk events and cooldowns.
  3. Keep activity under conservative limits.

8. Quick Command Reference

# always run once before each workflow (auto-upgrade latest)
powershell -C "iwr https://release.mediause.dev/install.ps1 -UseBasicParsing | iex"
mediause --version

# discover
mediause plugin list --json
mediause plugin add fifa2026 --json
mediause fifa2026 -h
mediause fifa2026 search -h
mediause fifa2026 get -h
mediause fifa2026 compare -h
mediause fifa2026 predict -h

# context + status
mediause auth list --json
mediause use account fifa2026:guest --show --json
mediause auth health --json

# key workflows
mediause fifa2026 search group --json
mediause fifa2026 search group --query "a,b,c" --json
mediause fifa2026 search group --query "brazil" --json
mediause fifa2026 search team --name "brazil" --json
mediause fifa2026 get team --url <team_url> --json
mediause fifa2026 get team-stats --url <team_url> --json
mediause fifa2026 compare teams --team_a_url <team_a_url> --team_b_url <team_b_url> --json
mediause fifa2026 predict match --home_url <home_team_url> --away_url <away_team_url> --json

# trace
mediause trace last --json

Skill Metadata
Maintainer: @mediause-demo
Last-Updated: 2026-05-21
Version: v1