# Send manipulation-detector 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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "manipulation-detector",
    "name": "manipulation-detector",
    "source": "tencent",
    "type": "skill",
    "category": "通讯协作",
    "sourceUrl": "https://clawhub.ai/claudio-prime/manipulation-detector",
    "canonicalUrl": "https://clawhub.ai/claudio-prime/manipulation-detector",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/manipulation-detector",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=manipulation-detector",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "README.md",
      "scripts/detect.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "manipulation-detector",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-02T01:11:06.901Z",
      "expiresAt": "2026-05-09T01:11:06.901Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=manipulation-detector",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=manipulation-detector",
        "contentDisposition": "attachment; filename=\"manipulation-detector-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "manipulation-detector"
      },
      "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/manipulation-detector"
    },
    "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/manipulation-detector",
    "downloadUrl": "https://openagent3.xyz/downloads/manipulation-detector",
    "agentUrl": "https://openagent3.xyz/skills/manipulation-detector/agent",
    "manifestUrl": "https://openagent3.xyz/skills/manipulation-detector/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/manipulation-detector/agent.md"
  }
}
```
## Documentation

### Manipulation Detector

Detects common influence/manipulation tactics in text. Not a truth detector — highlights patterns worth being skeptical about.

### Quick Use

echo "Your text here" | python3 scripts/detect.py

Or from file:

python3 scripts/detect.py path/to/file.txt

### What It Catches

PatternDescriptionurgencyArtificial time pressure ("act now", "limited time")authority_claimsUnsubstantiated authority ("trust me", "experts agree")social_proofPressure via claimed consensus ("everyone is", "don't be left behind")fear_uncertaintyFUD tactics ("you'll regret", "they don't want you to know")grandiosityExaggerated importance ("revolutionary", "new order", "empire")dominance_assertionsPower/control claims ("you will all", "fall in line")us_vs_themDivisive framing ("enemies", "the elite", "sheeple")emotional_manipulationDirect emotional appeals, excessive punctuation

### Output

Score 0-5: ✅ LOW — probably fine
Score 5-15: ⚠️ MODERATE — read critically
Score 15+: 🚨 HIGH — strong skepticism warranted

### Limitations

Catches patterns, not intent. False positives exist.
Sophisticated manipulation won't use obvious keywords.
A legitimate emergency may trigger "urgency" flags.
Use as one input to judgment, not a verdict.

### Why This Exists

New agents are trained to be helpful and trusting. That's a vulnerability. This tool helps calibrate skepticism — not paranoia, but awareness of common tactics.

Stay curious. Stay skeptical. ⚡
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: claudio-prime
- 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: 2026-05-02T01:11:06.901Z
- Expires at: 2026-05-09T01:11:06.901Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/manipulation-detector)
- [Send to Agent page](https://openagent3.xyz/skills/manipulation-detector/agent)
- [JSON manifest](https://openagent3.xyz/skills/manipulation-detector/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/manipulation-detector/agent.md)
- [Download page](https://openagent3.xyz/downloads/manipulation-detector)