# Send Research Report Generator 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": "research-report",
    "name": "Research Report Generator",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/huaruoji/research-report",
    "canonicalUrl": "https://clawhub.ai/huaruoji/research-report",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/research-report",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=research-report",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "references/report-template.md",
      "scripts/research-report.sh",
      "scripts/run-research-agent.sh"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "research-report",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-08T04:50:03.599Z",
      "expiresAt": "2026-05-15T04:50:03.599Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=research-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=research-report",
        "contentDisposition": "attachment; filename=\"research-report-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "research-report"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/research-report"
    },
    "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/research-report",
    "downloadUrl": "https://openagent3.xyz/downloads/research-report",
    "agentUrl": "https://openagent3.xyz/skills/research-report/agent",
    "manifestUrl": "https://openagent3.xyz/skills/research-report/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/research-report/agent.md"
  }
}
```
## Documentation

### Research Report Generator

Analyze technical projects/papers and produce comprehensive reports with PDF export.

### Lite Mode (default)

Literature search + paper analysis
Code reading (local or remote)
Multi-iteration report writing
PDF generation via md2pdf skill
No environment setup or experiment runs

### Full Mode

Everything in lite mode +
Conda/virtualenv setup
Dependency installation
Experiment execution
Result analysis

### Usage

bash {baseDir}/scripts/research-report.sh \\
  --topic "Spatial Forcing" \\
  --mode lite \\
  --iterations 3 \\
  --output both

### Parameters

ParameterDefaultDescription--topic(required)Paper/project name or arXiv ID--modelitelite or full--iterations3Report revision iterations--outputbothmd, pdf, or both--project-path(auto)Local code directory (optional)--workspace(current)Workspace directory

### Phase 1: Discovery

Search arXiv + project pages
Fetch related papers (citations + references)
Identify key technologies and dependencies

### Phase 2: Analysis

Read source code (if --project-path provided)
Analyze architecture from docs/code
Map technology stack

### Phase 3: Report Writing (× iterations)

Draft outline
Write sections iteratively
Add diagrams (Mermaid/ASCII)
Refine explanations

### Phase 4: Export (Full mode only)

Setup conda env
Install dependencies
Run experiments
Append results to report

### Phase 5: PDF Generation

Call md2pdf skill
Send to user via Telegram

### Output Structure

<workspace>/
├── reports/
│   ├── <topic>_report_v1.md
│   ├── <topic>_report_v2.md
│   ├── <topic>_report_final.md
│   └── <topic>_report_final.pdf
├── memory/YYYY-MM-DD.md (appended)
└── logs/<topic>_research.log

### Report Template

The generated report follows this structure:

Executive Summary - 100-word overview
Motivation - Problem statement + why it matters
Background - Prerequisites explained intuitively
Core Method - Technical details with analogies
Code Analysis - Key files walkthrough
Experiments - Setup + results (full mode)
Troubleshooting - Common issues + fixes
References - Papers + repos + docs

### Dependencies

Required:

pandoc (for PDF export)
texlive-xetex (CJK + math support)

Full mode only:

conda/miniconda
CUDA toolkit (if GPU experiments)

### Integration

This skill automatically:

Uses md2pdf skill for PDF conversion
Appends to memory/YYYY-MM-DD.md
Creates structured report directory

### Examples

Lite mode, 5 iterations:

research-report --topic "VGGT" --iterations 5 --mode lite

Full mode with local code:

research-report --topic "Spatial Forcing" \\
  --project-path ~/Spatial-Forcing/openvla-SF \\
  --mode full \\
  --iterations 3

PDF only output:

research-report --topic "OpenVLA" --output pdf

### Troubleshooting

IssueFixPDF generation failsCheck pandoc --version, install texlive-xetexCJK characters missingInstall fonts-noto-cjk, verify with fc-list :lang=zhMath formulas not renderedEnsure markdown uses $...$ / $$...$$ syntaxFull mode conda failsRun conda update -n base conda first
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: huaruoji
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-08T04:50:03.599Z
- Expires at: 2026-05-15T04:50:03.599Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/research-report)
- [Send to Agent page](https://openagent3.xyz/skills/research-report/agent)
- [JSON manifest](https://openagent3.xyz/skills/research-report/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/research-report/agent.md)
- [Download page](https://openagent3.xyz/downloads/research-report)