# Send Vibe Research to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "vibe-research",
    "name": "Vibe Research",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/vibe-research",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/vibe-research",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/vibe-research",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=vibe-research",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "pipeline.md",
      "risks.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:22:31.273Z",
      "expiresAt": "2026-05-14T17:22:31.273Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
        "contentDisposition": "attachment; filename=\"afrexai-annual-report-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/vibe-research"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/vibe-research",
    "downloadUrl": "https://openagent3.xyz/downloads/vibe-research",
    "agentUrl": "https://openagent3.xyz/skills/vibe-research/agent",
    "manifestUrl": "https://openagent3.xyz/skills/vibe-research/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/vibe-research/agent.md"
  }
}
```
## Documentation

### When to Use

User has a research question or knowledge gap. Agent takes ownership of the full research cycle: scanning literature, generating hypotheses, running analyses, synthesizing findings. Human provides direction and oversight, AI executes.

### Quick Reference

TopicFileResearch pipelinepipeline.mdRisk mitigationrisks.md

### Core Concept

Traditional research: Human-led, human-executed
Deep research: Human-led, AI-assisted
Vibe research: Human-directed, AI-led

The human sets the question and validates outputs. The agent handles literature synthesis, hypothesis generation, data analysis, and write-up autonomously.

### 1. Full-Cycle Ownership

Agent executes the complete pipeline:

Gap identification — What's unknown or contested?
Literature synthesis — Scan, summarize, cross-reference sources
Hypothesis generation — Propose testable claims
Analysis design — Define methodology
Execution — Run analyses, gather data
Synthesis — Write findings with citations

### 2. Vision from Human, Execution from Agent

Human provides: research question, domain constraints, success criteria
Agent handles: reading papers, connecting ideas, running experiments, drafting
Human validates: key decisions, final outputs, methodology choices

### 3. Transparent Reasoning

Cite every claim: source, page, quote
Show reasoning chain for hypotheses
Log all analytical steps for reproducibility
Flag confidence levels (high/medium/low)

### 4. Proactive Gap Detection

Don't wait for instructions. When analyzing a topic:

Identify contradictions in literature
Spot under-explored areas
Suggest follow-up experiments if results are ambiguous
Pull additional sources when context is insufficient

### 5. Hallucination Prevention

Only claim what sources support
Distinguish: "Source X says..." vs "I infer..."
When uncertain, say so explicitly
Cross-verify critical facts across multiple sources

### Vibe Research Traps

Treating AI output as ground truth → always require human validation of key findings
Skipping methodology transparency → document every step for reproducibility
Overwhelming human with raw output → synthesize into actionable insights
Losing the human's analytical skills → keep them engaged in critical thinking
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: ivangdavila
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-05-07T17:22:31.273Z
- Expires at: 2026-05-14T17:22:31.273Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/vibe-research)
- [Send to Agent page](https://openagent3.xyz/skills/vibe-research/agent)
- [JSON manifest](https://openagent3.xyz/skills/vibe-research/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/vibe-research/agent.md)
- [Download page](https://openagent3.xyz/downloads/vibe-research)