Big Model Radar

English | 中文

A GitHub Actions workflow that runs every morning at 08:00 CST. It tracks GitHub activity from AI CLI tools, OpenClaw and its peer projects in the AI agent ecosystem, scrapes official news and research from Anthropic and OpenAI, and monitors the GitHub AI trending repos daily — then publishes bilingual (Chinese + English) daily digests as GitHub Issues and committed Markdown files. Weekly and monthly rollup reports are also generated automatically.

Web UI

https://gsscsd.github.io/big_model_radar

Browse all historical digests in a clean, dark-themed interface — no login required. Reports are rendered from the Markdown files in this repo via GitHub Pages.

RSS Feed

https://gsscsd.github.io/big_model_radar/feed.xml

Subscribe in any RSS reader (Feedly, Reeder, NewsBlur, etc.) to receive new digests automatically. The feed includes the latest 30 reports across all report types, updated daily alongside manifest.json.

MCP Server

https://big-model-radar-mcp.<your-subdomain>.workers.dev

A hosted Model Context Protocol server that exposes Big Model Radar data as tools. Any MCP-compatible client (Claude Desktop, OpenClaw, etc.) can query the latest AI ecosystem reports directly.

Available tools:

Tool	Description
list_reports	List available dates and report types (last N days)
get_latest	Fetch the most recent report of a given type
get_report	Fetch a specific report by date and type
search	Keyword search across recent reports

Claude Desktop setup — add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "big-model-radar": {
      "url": "https://big-model-radar-mcp.<your-subdomain>.workers.dev"
    }
  }
}

Restart Claude Desktop after saving. You can then ask Claude things like:

• "What's the latest in AI CLI tools?" → calls get_latest
• "Search for Claude Code mentions this week" → calls search
• "Show me the AI trending report for 2026-03-05" → calls get_report

OpenClaw setup — run the following command:

openclaw mcp add --transport http big-model-radar https://big-model-radar-mcp.<your-subdomain>.workers.dev

Or add it manually to ~/.openclaw/openclaw.json:

{
  "mcpServers": {
    "big-model-radar": {
      "type": "http",
      "url": "https://big-model-radar-mcp.<your-subdomain>.workers.dev"
    }
  }
}

You can then ask OpenClaw things like:

• "What's the latest in AI CLI tools?" → calls get_latest
• "Search for Claude Code mentions this week" → calls search
• "Show me the AI trending report for 2026-03-05" → calls get_report

Self-hosting — deploy your own instance from the mcp/ directory:

cd mcp
pnpm install
wrangler deploy

Telegram Channel

t.me/agents_radar

Subscribe to get daily digest notifications pushed directly to Telegram. Each message links to all reports for that day (ZH and EN variants) plus the Web UI and RSS feed.

Tracked sources

AI CLI tools (GitHub)

Tool	Repository
Claude Code	anthropics/claude-code
OpenAI Codex	openai/codex
Gemini CLI	google-gemini/gemini-cli
GitHub Copilot CLI	github/copilot-cli
Kimi Code CLI	MoonshotAI/kimi-cli
OpenCode	anomalyco/opencode
Qwen Code	QwenLM/qwen-code

Claude Code Skills (GitHub)

Source	Repository
Claude Code Skills	anthropics/skills

PRs and issues are fetched without a date filter and sorted by popularity (comment count), so the report always reflects the most actively discussed skills — not just the newest.

OpenClaw + AI agent ecosystem (GitHub)

OpenClaw is tracked as the primary reference project. Ten peer projects in the personal AI assistant / autonomous agent space are tracked alongside it for cross-ecosystem comparison.

Project	Repository	Stars
OpenClaw	openclaw/openclaw	240.5k
NanoBot	HKUDS/nanobot	26.9k
Zeroclaw	zeroclaw-labs/zeroclaw	21.2k
PicoClaw	sipeed/picoclaw	21.1k
NanoClaw	qwibitai/nanoclaw	16.6k
IronClaw	nearai/ironclaw	3.9k
LobsterAI	netease-youdao/LobsterAI	3.0k
TinyClaw	TinyAGI/tinyclaw	2.8k
CoPaw	agentscope-ai/CoPaw	2.2k
ZeptoClaw	qhkm/zeptoclaw	394
EasyClaw	gaoyangz77/easyclaw	102

GitHub AI Trending

Two data sources are fetched in parallel every day:

Source	Details
github.com/trending	Today's trending repos — parsed from HTML; includes today's new star count
GitHub Search API	Repos active in the last 7 days matching 6 AI topics: llm, ai-agent, rag, vector-database, large-language-model, machine-learning

The LLM filters out non-AI repos from the trending list, classifies the rest by dimension (AI infrastructure / agents / applications / models / RAG), and extracts trend signals.

Hacker News

Top AI stories from the last 24 hours, fetched via the Algolia HN Search API. Six queries run in parallel (AI, LLM, Claude, OpenAI, Anthropic, machine learning), results are deduplicated and ranked by points. The top 30 stories are passed to the LLM for analysis.

Official web content (sitemap-based)

Organization	Site	Tracked sections
Anthropic	anthropic.com	/news/, /research/, /engineering/, /learn/
OpenAI	openai.com	research, publication, release, company, engineering, milestone, learn-guides, safety, product

New articles are detected by comparing sitemap lastmod timestamps against a persisted state file (digests/web-state.json). On the first run, up to 25 recent articles per site are fetched and a comprehensive overview report is generated. On subsequent runs, only new or updated URLs trigger a report; if nothing changed, the web report step is skipped entirely.

Features

• Fetches issues, pull requests, and releases updated in the last 24 hours across all tracked repos
• Tracks trending Claude Code Skills — sorted by community engagement, not recency
• Generates a per-tool summary for each CLI repository and a cross-tool comparative analysis
• Generates a deep OpenClaw project report plus a cross-ecosystem comparison against 10 peer projects
• Scrapes official Anthropic and OpenAI web content via sitemaps; detects new articles incrementally
• Monitors GitHub Trending daily + searches 6 AI topic tags; classifies repos by dimension and extracts trend signals
• Fetches top-30 AI stories from Hacker News (last 24h, ranked by points); generates community sentiment report
• Publishes GitHub Issues for each report type; commits Markdown files to digests/YYYY-MM-DD/
• Runs on a daily schedule via GitHub Actions; supports manual triggering
• All tracked repositories are configurable via config.yml — no code changes needed

Setup

1. Fork this repository

2. Customize config.yml (optional)

Edit config.yml in the repo root to add, remove, or replace the tracked repositories. The file is fully commented. No code changes are needed — the pipeline reads it on every run and falls back to built-in defaults if the file is absent.

# Add a new CLI tool
cli_repos:
  - id: my-tool
    repo: owner/my-ai-cli
    name: My AI Tool

# Add a new peer project to the OpenClaw ecosystem comparison
openclaw_peers:
  - id: my-agent
    repo: owner/my-agent
    name: My Agent

3. Add Secrets

Go to Settings → Secrets and variables → Actions and add:

Secret	Required	Description
OPENAI_API_KEY	✅	API key for any OpenAI-compatible endpoint
OPENAI_BASE_URL	optional	API endpoint override. Leave unset for OpenAI, or set a compatible provider URL such as https://api.openai.com/v1
OPENAI_MODEL	optional	Model name passed to chat/completions, e.g. gpt-4.1-mini
REPORT_LANGS	optional	Report languages, e.g. zh or zh,en (default: zh)
PAGES_URL	recommended	Public site base URL, e.g. https://your-user.github.io/big_model_radar. Prefer a repository variable for this
TELEGRAM_BOT_TOKEN	optional	Telegram bot token from @BotFather. If set, a message is sent after each digest run
TELEGRAM_CHAT_ID	optional	Telegram chat/channel/group ID to send notifications to. Required if you enable Telegram notifications

GITHUB_TOKEN is provided automatically by GitHub Actions.

Backward compatibility: ANTHROPIC_API_KEY, ANTHROPIC_BASE_URL, and ANTHROPIC_MODEL are still accepted as aliases, but new setups should use OPENAI_*.

Setting up Telegram notifications (optional):

1. Message @BotFather on Telegram, create a bot, and copy the token
2. Add the bot to your channel/group, or start a DM with it
3. Get the chat ID via @userinfobot or the getUpdates API
4. Add TELEGRAM_BOT_TOKEN and TELEGRAM_CHAT_ID as repository secrets
5. Add PAGES_URL as a repository variable under Settings → Secrets and variables → Actions → Variables

If neither secret is set, the notification step is silently skipped. If PAGES_URL is unset, the site URL is derived from owner/repo as https://owner.github.io/repo.

3. Enable the workflow

Confirm the workflow is enabled in the Actions tab.

To test immediately, go to Actions → Daily Big Model Radar → Run workflow.

First run note: The web content step will fetch up to 50 articles (25 per site) and may take a few extra minutes. Subsequent runs are fast — only new articles are processed.

Running locally

pnpm install

export GITHUB_TOKEN=ghp_xxxxx
export OPENAI_BASE_URL=https://api.openai.com/v1
export OPENAI_API_KEY=sk-xxxxxxxx
export OPENAI_MODEL=gpt-4.1-mini
export REPORT_LANGS=zh
export DIGEST_REPO=your-username/big_model_radar  # optional; omit to only write files

pnpm start

Output format

Files are written to digests/YYYY-MM-DD/:

File	Content	GitHub Issue label
ai-cli.md	CLI digest — cross-tool comparison + per-tool details	digest
ai-agents.md	OpenClaw deep report + cross-ecosystem comparison + 10 peer details	openclaw
ai-web.md	Official web content report (only written when new content exists)	web
ai-trending.md	GitHub AI trending report — repos classified by dimension + trend signals (only written when data is available)	trending
ai-hn.md	Hacker News AI community digest — top stories + sentiment analysis (only written when fetch succeeds)	hn

A shared state file digests/web-state.json tracks which web URLs have been seen; it is committed alongside the daily digests.

Each report is generated in both Chinese (ai-cli.md) and English (ai-cli-en.md). The Web UI sidebar shows ZH / EN toggle buttons for reports that have both variants.

---

ai-cli.md / ai-cli-en.md structure:

## Cross-Tool Comparison
  Ecosystem overview / Activity comparison table / Shared themes / Differentiation / Trend signals

## Per-Tool Reports
  <details> Claude Code    — [Claude Code Skills Highlights]
                             Top skills / Community demand trends / High-potential pending skills
                             ---
                             Today's summary / Hot issues / PR progress / Trends
  <details> OpenAI Codex   — Today's summary / Hot issues / PR progress / Trends
  <details> Gemini CLI     — ...
  <details> GitHub Copilot CLI — ...
  <details> Kimi Code CLI  — ...
  <details> OpenCode       — ...
  <details> Qwen Code      — ...

ai-agents.md / ai-agents-en.md structure:

Issues: N | PRs: N | Projects covered: 10

## OpenClaw Deep Dive
  Today's summary / Releases / Project progress / Community highlights /
  Bug stability / Feature requests / User feedback / Backlog

## Cross-Ecosystem Comparison
  Ecosystem overview / Activity table / OpenClaw positioning /
  Shared technical directions / Differentiation / Community maturity / Trend signals

## Peer Project Reports
  <details> Zeroclaw   — Today's summary / Releases / Progress / ... (8 sections)
  <details> EasyClaw   — ...
  <details> LobsterAI  — ...
  <details> ZeptoClaw  — ...
  <details> NanoBot    — ...
  <details> PicoClaw   — ...
  <details> NanoClaw   — ...
  <details> IronClaw   — ...
  <details> TinyClaw   — ...
  <details> CoPaw      — ...

ai-web.md / ai-web-en.md structure:

Sources: anthropic.com (N articles) + openai.com (N articles)

Today's summary
Anthropic / Claude highlights  (news / research / engineering / learn)
OpenAI highlights              (research / release / company / safety / ...)
Strategic signals
Notable details
[First full crawl also includes: Content landscape overview]

ai-trending.md / ai-trending-en.md structure:

Sources: GitHub Trending + GitHub Search API

Today's summary
Top repos by dimension
  🔧 AI Infrastructure  — frameworks / SDKs / inference engines / CLIs
  🤖 AI Agents          — agent frameworks / multi-agent / automation
  📦 AI Applications    — vertical products / solutions
  🧠 Models & Training  — model weights / training frameworks / fine-tuning
  🔍 RAG & Knowledge    — vector databases / retrieval augmentation
Trend signal analysis
Community focus

ai-hn.md / ai-hn-en.md structure:

Sources: Hacker News (top-30 AI stories, last 24h)

Today's summary
Top stories & discussions
  🔬 Models & Research  — new model releases / papers / benchmarks
  🛠️ Tools & Engineering — open-source projects / frameworks / engineering practice
  🏢 Industry news      — company news / funding / product launches
  💬 Opinions & debate  — Ask HN / Show HN / hot threads
Community sentiment signals
Worth reading

ai-weekly.md / ai-weekly-en.md structure (generated every Monday):

Coverage: YYYY-MM-DD ~ YYYY-MM-DD  (last 7 daily digests)

Weekly highlights
Key trends & developments
Notable releases
Community momentum
Outlook

ai-monthly.md / ai-monthly-en.md structure (generated on the 1st of each month):

Sources: N weekly reports  (or sampled daily reports if fewer than 2 weeklies available)

Month in review
Major themes
Ecosystem shifts
Top projects & releases
Looking ahead

Historical digests are stored in digests/. Published issues are tagged by type: digest · openclaw · web · trending · hn · weekly · monthly.

Schedule

Workflow	Cron	UTC	CST
Daily digest	0 0 * * *	00:00 daily	08:00 daily
Weekly rollup	0 1 * * 1	01:00 Monday	09:00 Monday
Monthly rollup	0 2 1 * *	02:00 on the 1st	10:00 on the 1st

To change the schedule, edit the cron expressions in the corresponding workflow files under .github/workflows/.

Star History