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Skills/agent-frameworks/Vllora

Vllora

REVIEW · 67
Community indexed

Debug your AI agents

Downloads0
Stars804
Version1.0.0
Quality69/100 · Promising
Trust67/100 · Sandbox only
Audit77/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + LangChain + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add vllora/vllora

Maintenance

active

3mo since push

Risk

Needs review

License is unclear

GitHub quality

804

69/100 quality · 75/100 trust

Coverage tags

CodingCoding agentsagent-frameworksagentsai-agents

Review notes

License is unclear · Documentation summary is thin

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

Promising
69

Useful candidate, but compare it with alternatives before adopting.

Trust

Sandbox only
67

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
77

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

RustAI AgentsCodexClaude CodeCursor

Stars

804 GitHub stars

Repo activity

804 stars, 48 forks

Maintenance

3mo since push

License

Unknown

Install

npx skills add vllora/vllora

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Thin public metadata

Risk summary

Review before production

  • License is unclear
  • Quality score needs review
  • Documentation summary is thin
  • License clarity: Unknown

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • 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.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect source files

Suited agents

RustAI AgentsCodexClaude CodeCursorOpenAgentSkill CLILangChainCLI

Install decision

Command
npx skills add vllora/vllora
Policy
review
Human review
yes

Trust and risk

Trust
67/100
Audit
77/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add vllora/vllora
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • License is unclear
  • Documentation summary is thin

Alternative

AutoGPT

185.6K stars

npx skills add Significant-Gravitas/AutoGPT

Alternative

Langchain

140.8K stars

npx skills add langchain-ai/langchain

Alternative

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139.3K stars

npx skills add firecrawl/firecrawl

Alternative

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212.8K stars

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Agent safety v2

65/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • License is unclear

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add vllora/vllora

Agent 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 text plan

Resolve JSON

/api/agent/resolve?task=Use%20Vllora%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Vllora%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/vllora-vllora/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 Vllora in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Vllora%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/vllora-vllora/install
Install command: npx skills add vllora/vllora
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.

Open install API

Install handoff

/api/skills/vllora-vllora/install

LLM text format

/api/skills/vllora-vllora/install?format=text

Find alternatives

/api/skills/search?q=Vllora&limit=3

Agent prompt

Use Vllora for this task. Review https://www.openagentskill.com/api/skills/vllora-vllora/install, then install with: npx skills add vllora/vllora

Registry 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.

Open manifest

Manifest

/api/registry/manifest/vllora-vllora

LLM text

/api/registry/manifest/vllora-vllora?format=text

Install alias

/api/registry/install/vllora-vllora

Recommend

/api/registry/recommend?task=Use%20Vllora%20in%20an%20agent%20workflow&limit=3

Agent fit

83/100

Coding agents

Use-case tags

Coding agentsSports analyticsGitHub automation

Platforms

Rust, AI Agents, Claude Code, LangChain

Audit report

Needs review · 77/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Companion skill for Coding agents

Shortlist this skill and compare it with close alternatives before production adoption.

83
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Coding agents

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 804 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 69/100 quality profile
  • 9 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 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.

67
Trust score

GitHub adoption

INFO

804 GitHub stars

Stars/forks activity

INFO

804 stars, 48 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3mo since push

License clarity

CHECK

Unknown

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • License is unclear
  • Quality score needs review
  • Documentation summary is thin
  • License clarity: Unknown
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
  • 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.

69
GitHub stars
804
Freshness
3mo ago
Install ready
Yes
License
Unknown

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Analyze matches

Sports analytics

I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Stack fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

Compare before you install

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Overview

Debug your AI agents

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

rustFULL
ai-agentsFULL

Technical Details

Version
1.0.0
License
Unknown
Last Updated
6/16/2026
Published
5/25/2026

Frameworks & Tools

RustAI Agents

Decision snapshot

Companion skill

83
Ready
Shortlist
Stage

804 GitHub stars

Audit snapshot

Install review

Install and adoption review

77
Needs review
Security
78/100
Maintenance
88/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
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.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Vllora, ready for a manual X post.

Curator note
Most coding agents don't fail from lack of model power. They fail when repo context disappears.

Vllora gives coding agents a repeatable way to plan, patch, review, or ship.

804 stars

https://www.openagentskill.com/skills/vllora-vllora?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for Vllora:
https://www.openagentskill.com/skills/vllora-vllora?ref=x

Install: npx skills add vllora/vllora
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
vllora
Source
vllora/vllora
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 skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to vllora 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.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/vllora-vllora?metric=listed&label=Listed)](https://www.openagentskill.com/skills/vllora-vllora)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/vllora-vllora?metric=trust&label=Trust)](https://www.openagentskill.com/skills/vllora-vllora)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/vllora-vllora?metric=audit&label=Audit)](https://www.openagentskill.com/skills/vllora-vllora/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/vllora-vllora?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/vllora-vllora)
Preview badge Open audit Creator Kit

Author

V

vllora

@vllora

Tags

agentsai-agentsai-gatewayanthropicazureclaudedeepseekgeminigoogle-adklangchain

Platform Fit

Claude CodeLangChain

Health Signals

GitHub stars
804
Quality score
51/100
Last GitHub push
May 6, 2026
Framework hints
2
OpenAgentSkill views
4
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

67
  • GitHub adoption804 GitHub starsINFO
  • Stars/forks activity804 stars, 48 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance3mo since pushPASS
  • License clarityUnknownCHECK
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextCHECK
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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OpenAgentSkill

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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