Crawler Summary

open-claw_hot_topics answer-first brief

Hot Topics Digest Skill Hot Topics Digest Skill Daily digest of trending content from X (Twitter), Reddit, and AI communities. Overview Delivers personalized hot topics digest twice daily: - **Morning**: 9:00 AM (before work) - **Evening**: 7:00 PM (after work) Content Sources X (Twitter) - Trending AI topics - Open source projects - Tech industry news Reddit - r/ArtificialIntelligence - r/MachineLearning - r/LocalLLaMA - r/quant - r/algotr Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

open-claw_hot_topics is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

open-claw_hot_topics

Hot Topics Digest Skill Hot Topics Digest Skill Daily digest of trending content from X (Twitter), Reddit, and AI communities. Overview Delivers personalized hot topics digest twice daily: - **Morning**: 9:00 AM (before work) - **Evening**: 7:00 PM (after work) Content Sources X (Twitter) - Trending AI topics - Open source projects - Tech industry news Reddit - r/ArtificialIntelligence - r/MachineLearning - r/LocalLLaMA - r/quant - r/algotr

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Kongzhixx11

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Setup snapshot

git clone https://github.com/kongzhixx11/open-claw_hot_topics.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Kongzhixx11

profilemedium
Observed Apr 14, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 14, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

/hot_morning

text

/hot_evening

text

/hot_full

text

/hot_config --add-reddit r/programming
/hot_config --remove-reddit r/artificial
/hot_config --list

text

/hot_ai         # AI news only
/hot_quant      # Quant resources only
/hot_opensource # Open source only

text

šŸŒ… Morning Hot Topics - {date}

šŸ¤– AI News
• [Topic 1](url) - {votes} votes
• [Topic 2](url) - {votes} votes

šŸ’» Open Source
• [Project 1](url) - {stars} stars
• [Project 2](url) - {stars} stars

šŸ“Š Quant Learning
• [Resource 1](url)
• [Resource 2](url)

šŸ“ˆ Industry News
• [News 1](url)
• [News 2](url)

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Hot Topics Digest Skill Hot Topics Digest Skill Daily digest of trending content from X (Twitter), Reddit, and AI communities. Overview Delivers personalized hot topics digest twice daily: - **Morning**: 9:00 AM (before work) - **Evening**: 7:00 PM (after work) Content Sources X (Twitter) - Trending AI topics - Open source projects - Tech industry news Reddit - r/ArtificialIntelligence - r/MachineLearning - r/LocalLLaMA - r/quant - r/algotr

Full README

Hot Topics Digest Skill

Daily digest of trending content from X (Twitter), Reddit, and AI communities.

Overview

Delivers personalized hot topics digest twice daily:

  • Morning: 9:00 AM (before work)
  • Evening: 7:00 PM (after work)

Content Sources

X (Twitter)

  • Trending AI topics
  • Open source projects
  • Tech industry news

Reddit

  • r/ArtificialIntelligence
  • r/MachineLearning
  • r/LocalLLaMA
  • r/quant
  • r/algotrading

Other Sources

  • Hacker News (YC)
  • GitHub Trending
  • AI newsletters

Commands

Get Morning Digest

/hot_morning

Get today's morning digest with:

  • X trending AI topics
  • Reddit top posts
  • GitHub trending projects
  • Quant learning resources

Get Evening Digest

/hot_evening

Get today's evening digest with:

  • Evening roundup
  • New discoveries since morning
  • Extended reading list

Get Full Digest

/hot_full

Get complete daily digest with everything.

Configure Sources

/hot_config --add-reddit r/programming
/hot_config --remove-reddit r/artificial
/hot_config --list

Show and modify configured sources.

Get Specific Topic

/hot_ai         # AI news only
/hot_quant      # Quant resources only
/hot_opensource # Open source only

Integration

Auto-Push (Cron)

Configure cron to auto-push digests:

  • Morning: 9:00 AM
  • Evening: 7:00 PM

Output Format

šŸŒ… Morning Hot Topics - {date}

šŸ¤– AI News
• [Topic 1](url) - {votes} votes
• [Topic 2](url) - {votes} votes

šŸ’» Open Source
• [Project 1](url) - {stars} stars
• [Project 2](url) - {stars} stars

šŸ“Š Quant Learning
• [Resource 1](url)
• [Resource 2](url)

šŸ“ˆ Industry News
• [News 1](url)
• [News 2](url)

Configuration

Required APIs (Optional)

For full functionality:

  • Twitter API (for X trends)
  • Reddit API (for subreddit feeds)

For basic functionality (no API needed):

  • RSS feeds (Hacker News, GitHub Trending)
  • HTML parsing (Reddit top posts)

Environment Variables

# Optional: API keys for advanced features
export TWITTER_BEARER_TOKEN="your-token"
export REDDIT_CLIENT_ID="your-client-id"
export REDDIT_CLIENT_SECRET="your-secret"

Examples

You: /hot_morning
Agent: šŸŒ… Morning Hot Topics - 2026-02-05

šŸ¤– AI News
• DeepSeek's new model beats GPT-4 (2.3k votes)
• Local LLaMA running on phone (1.8k votes)

šŸ’» Open Source
• llama.cpp updates (5k stars) → github.com/ggerganov/llama.cpp
• vLLM 0.6 released (3k stars)

šŸ“Š Quant Learning
• "Advances in Financial ML" book released
• New quant interview questions leaked

You: /hot_evening
Agent: šŸŒ™ Evening Hot Topics - 2026-02-05

šŸ“° Afternoon Updates
• New paper from Anthropic
• Meta releases new benchmark

šŸ’” Deep Dives
• Complete guide to RAG systems
• Backtesting pitfalls to avoid

You: /hot_config --list
Agent: šŸ“‹ Configured Sources:
  Reddit: r/ArtificialIntelligence, r/MachineLearning, r/LocalLLaMA, r/quant
  X: AI, Opensource, Technology
  GitHub: Trending daily

Requirements

  • Python 3 with requests library
  • Optional: API keys for Twitter/Reddit
  • Internet connection

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/snapshot"
curl -s "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/contract"
curl -s "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:55:00.706Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Kongzhixx11",
    "href": "https://github.com/kongzhixx11/open-claw_hot_topics",
    "sourceUrl": "https://github.com/kongzhixx11/open-claw_hot_topics",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:23.931Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:23.931Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kongzhixx11-open-claw-hot-topics/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Ā· GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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