Vv Horizon Briefing
Claude Code SKILL for daily tech briefings — extracted from Horizon
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + OpenAI Agents + Cursor
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Yubeizuihoudedanchun911/vv-horizon-briefing
Maintenance
fresh
6d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
10
67/100 Quality · 72/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
10 GitHub stars
Repo activity
10 stars, 6 forks
Maintenance
6d since push
License
MIT
Install
npx skills add Yubeizuihoudedanchun911/vv-horizon-briefing
Install safety
standard package or runtime install path
Permission surface
secrets or environment access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, network or browser access
- GitHub adoption: 10 GitHub stars
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Search sources
Suited agents
Install decision
- Command
- npx skills add Yubeizuihoudedanchun911/vv-horizon-briefing
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 64/100
- Audit
- 78/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add Yubeizuihoudedanchun911/vv-horizon-briefingDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- High-risk permission hints: Secrets or environment access
- Permission surface may require sandboxing
Agent safety v2
50/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Secrets or environment access
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
- High-risk permission hints: Secrets or environment access
- Permission surface may require sandboxing
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add Yubeizuihoudedanchun911/vv-horizon-briefingAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20Vv%20Horizon%20Briefing%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Vv%20Horizon%20Briefing%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/yubeizuihoudedanchun911-vv-horizon-briefing/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Vv Horizon Briefing in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Vv%20Horizon%20Briefing%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/yubeizuihoudedanchun911-vv-horizon-briefing/install
Install command: npx skills add Yubeizuihoudedanchun911/vv-horizon-briefing
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/yubeizuihoudedanchun911-vv-horizon-briefing/install
LLM text format
/api/skills/yubeizuihoudedanchun911-vv-horizon-briefing/install?format=text
Find alternatives
/api/skills/search?q=Vv%20Horizon%20Briefing&limit=3
Agent prompt
Use Vv Horizon Briefing for this task. Review https://www.openagentskill.com/api/skills/yubeizuihoudedanchun911-vv-horizon-briefing/install, then install with: npx skills add Yubeizuihoudedanchun911/vv-horizon-briefingRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/yubeizuihoudedanchun911-vv-horizon-briefing
LLM text
/api/registry/manifest/yubeizuihoudedanchun911-vv-horizon-briefing?format=text
Install alias
/api/registry/install/yubeizuihoudedanchun911-vv-horizon-briefing
Recommend
/api/registry/recommend?task=Use%20Vv%20Horizon%20Briefing%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Python, Claude Code, OpenAI Agents, Cursor
Audit report
Needs review · 78/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for Research agents
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 67/100 quality profile
- 4 OpenAgentSkill engagement events
review first
- Low GitHub adoption signal
Implementation path
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX10 GitHub stars
Stars/forks activity
FIX10 stars, 6 forks; issue activity unavailable in current metadata
Recent maintenance
PASS6d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, network or browser access
- GitHub adoption: 10 GitHub stars
- Stars/forks activity: 10 stars, 6 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, network or browser access
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Add it to a complete workflow
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Scrape, clean, and reuse web data
Web data pipeline
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
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A comprehensive collection of ready-to-use scientific and research skills for AI agents.
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A curated list of resources and tools for enhancing Claude AI workflows.
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Overview
# vv-horizon-briefing
[English](README.md) | [简体中文](README_CN.md)
A Claude Code SKILL for daily tech briefings — no external AI API key required.
Extracted and adapted from the [Horizon](https://github.com/Thysrael/Horizon) open-source project. Horizon is an AI-driven information aggregation system; this skill packages its data-fetching capabilities into a standalone Claude Code skill, using Claude itself for analysis.
## How It Works
``` config.json → fetch.py → fetched.json → AI scoring → selected.json ↓ download_images.py ↓ media-manifest.json + Markdown ```
1. Fetch — `fetch.py` pulls items from all configured sources into `fetched.json` 2. Score — Claude evaluates each item in-context (novelty, impact, depth, community signal, timeliness) and writes the Top-N selection to `selected.json` 3. Download media — when media is enabled, `download_images.py` downloads only images for selected articles and records results in `media-manifest.json` 4. Summarize — Claude writes a daily digest in each configured language 5. Analyze — Claude generates a deep-dive article for each top item
## Features
- **First-party AI updates** — Follow engineering, research, model, and product updates from major AI organizations. - **Multi-source aggregation** — Read official pages, RSS/Atom, GitHub Releases, arXiv, Hacker News, Reddit, and Telegram through one workflow. - **AI scoring and Top-N selection** — Rank items by novelty, impact, technical depth, community signal, and timeliness. - **Bilingual briefings and deep dives** — Generate configured Chinese and English summaries plus one analysis article per selected item. - **Source-image archiving** — Use successfully downloaded source candidates for summary thumbnails, article Hero images, inline figures, and captions. - **Per-article asset ownership** — Store every article image u
Platform compatibility
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Jul 24, 2026
- Published
- Jul 24, 2026
Frameworks & tools
Decision snapshot
Fallback candidate
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 80/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for Vv Horizon Briefing, ready for a manual X post.
For the next repo task, this is a skill worth shortlisting before another blank prompt. Vv Horizon Briefing: Claude Code SKILL for daily tech briefings — extracted from Horizon 10 stars https://www.openagentskill.com/skills/yubeizuihoudedanchun911-vv-horizon-briefing?ref=x
Optional reply with install command
Listing + install path for Vv Horizon Briefing: https://www.openagentskill.com/skills/yubeizuihoudedanchun911-vv-horizon-briefing?ref=x Install: npx skills add Yubeizuihoudedanchun911/vv-horizon-briefing
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- Yubeizuihoudedanchun911
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Community indexed listing is attributed to Yubeizuihoudedanchun911 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/yubeizuihoudedanchun911-vv-horizon-briefing)
[](https://www.openagentskill.com/skills/yubeizuihoudedanchun911-vv-horizon-briefing)
[](https://www.openagentskill.com/skills/yubeizuihoudedanchun911-vv-horizon-briefing/audit)
[](https://www.openagentskill.com/skills/yubeizuihoudedanchun911-vv-horizon-briefing)Author
Yubeizuihoudedanchun911
@yubeizuihoudedanchun911
Platform fit
Health signals
- GitHub stars
- 10
- Quality score
- 40/100
- Last GitHub push
- Jul 24, 2026
- Framework hints
- 1
- OpenAgentSkill views
- 2
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption10 GitHub starsFIX
- Stars/forks activity10 stars, 6 forks; issue activity unavailable in current metadataFIX
- Recent maintenance6d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcredential or environment access, network or browser surfaceINFO
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