Crawler Summary

ai-daily-digest answer-first brief

Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization. --- name: ai-daily-digest description: "Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization." --- Tech Daily Digest Generate a structured daily digest from 90+ top tech blogs c Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

ai-daily-digest is best for be 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

ai-daily-digest

Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization. --- name: ai-daily-digest description: "Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization." --- Tech Daily Digest Generate a structured daily digest from 90+ top tech blogs c

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals4 GitHub stars

Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.

4 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Harrishan

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Unpublished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. 4 GitHub stars reported by the source. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/HarrisHan/ai-daily-digest.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

Harrishan

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Adoption (1)

Adoption signal

4 GitHub stars

profilemedium
Observed Apr 15, 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

2

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

node <skill_dir>/scripts/fetch-rss.mjs --hours <HOURS> --sources <skill_dir>/references/sources.json

text

📰 Tech Daily Digest — {date}
来自 Karpathy 推荐的 92 个顶级技术博客

📝 今日看点
{2-3 sentence macro trend summary}

🏆 今日必读 (Top 3)
1. {Chinese title}
   {source} · {relative time}
   {summary}
   🏷️ {keywords}

2. ...
3. ...

📋 更多精选
4. {Chinese title} — {source} · {one-line summary}
5. ...
...

📊 统计:{N} 源 → {M} 篇 → {K} 篇精选

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization. --- name: ai-daily-digest description: "Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization." --- Tech Daily Digest Generate a structured daily digest from 90+ top tech blogs c

Full README

name: ai-daily-digest description: "Generate a daily tech news digest from 90+ top tech blogs (curated by Karpathy). Trigger with /digest. Fetches RSS feeds, scores articles by relevance/quality, and produces a structured Chinese/English summary. No external API keys needed — uses the agent's own LLM for scoring and summarization."

Tech Daily Digest

Generate a structured daily digest from 90+ top tech blogs curated from Hacker News Popularity Contest 2025.

Trigger

User says /digest or asks for a tech news digest/daily briefing.

Parameters (ask user if not specified)

| Param | Options | Default | |-------|---------|---------| | Time range | 24h / 48h / 72h | 24h | | Top N articles | 10 / 15 / 20 | 15 | | Language | zh / en | zh |

Workflow

Step 1: Fetch RSS feeds

Run the bundled fetcher script:

node <skill_dir>/scripts/fetch-rss.mjs --hours <HOURS> --sources <skill_dir>/references/sources.json

This outputs JSON to stdout. Capture it. The script:

  • Fetches 92 RSS/Atom feeds concurrently (15 parallel, 15s timeout)
  • Parses XML (RSS 2.0 + Atom)
  • Filters articles by time window
  • Outputs sorted JSON array of {title, link, summary, date, source, sourceUrl}

Step 2: Score and classify

From the fetched articles JSON, score each article on three dimensions (1-10):

  1. Relevance — How relevant to AI, software engineering, security, or tech industry
  2. Quality — Depth of insight, originality, technical substance
  3. Timeliness — Breaking news or emerging trend vs. evergreen content

Classify into categories:

  • 🤖 AI / ML
  • 🔒 Security
  • ⚙️ Engineering
  • 🛠 Tools / Open Source
  • 💡 Opinion / Essay
  • 📝 Other

Select the top N articles by total score.

Step 3: Generate summaries

For each selected article:

  1. If summary from RSS is sufficient (>100 chars), use it as basis
  2. If not, use web_fetch to read the full article
  3. Generate a structured summary:
    • Chinese title translation (keep original as link text)
    • 2-3 sentence summary covering: core problem → key insight → conclusion
    • Recommendation reason (1 sentence)
    • Keywords (2-3 tags)

Step 4: Generate trend highlights

Analyze all selected articles together and identify 2-3 macro trends in the tech world today.

Step 5: Format output

Output as a Telegram-friendly message (not a file):

📰 Tech Daily Digest — {date}
来自 Karpathy 推荐的 92 个顶级技术博客

📝 今日看点
{2-3 sentence macro trend summary}

🏆 今日必读 (Top 3)
1. {Chinese title}
   {source} · {relative time}
   {summary}
   🏷️ {keywords}

2. ...
3. ...

📋 更多精选
4. {Chinese title} — {source} · {one-line summary}
5. ...
...

📊 统计:{N} 源 → {M} 篇 → {K} 篇精选

Notes

  • No external API key needed. The agent itself handles scoring and summarization.
  • RSS sources are from Karpathy's curated list of Hacker News top blogs.
  • If exec is unavailable, fall back to using web_fetch on individual RSS URLs (slower but works).
  • The script requires Node.js 18+ (available on all OpenClaw instances).
  • Source list can be customized by editing references/sources.json.

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://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/contract"
curl -s "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/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.

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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://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T14:30:48.881Z"
    }
  },
  "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"
    },
    {
      "key": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|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": "Harrishan",
    "href": "https://github.com/HarrisHan/ai-daily-digest",
    "sourceUrl": "https://github.com/HarrisHan/ai-daily-digest",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:19:11.897Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:19:11.897Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "4 GitHub stars",
    "href": "https://github.com/HarrisHan/ai-daily-digest",
    "sourceUrl": "https://github.com/HarrisHan/ai-daily-digest",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:19:11.897Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/harrishan-ai-daily-digest/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · 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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Ads related to ai-daily-digest and adjacent AI workflows.