# Ai Search Rescue

Use when a site has lost visibility in AI search surfaces (Google AI Overviews, Google AI Mode, ChatGPT citations, Perplexity citations) or wants to systematically work toward being cited rather than just ranked. Trigger phrases include "AI Overviews recovery", "ChatGPT zitiert uns nicht mehr", "wir sind aus den AI Overviews rausgeflogen", "generative engin...

## Decision Card

- Recommendation score: 41/100 (Review first)
- Fit score: 50/100
- Trust tier: Verified source
- Install readiness: MCP ready
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: manual_review

## Fit & Capabilities

- Role: Coding & Development
- Protocols: mcp
- Capabilities: Workflow automation, RAG, Multi-agent orchestration, Coding assistance, MCP integration, Chat interface, Reusable skill package, Prompt operations

## Evidence

- Source: https://www.skillsdirectory.com/skills/maxschottke-spec-ai-search-rescue
- Source activity: Source review needed
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Install path is visible, but review permissions and run a sandbox task first.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: MCP ready
- Primary method: MCP template
- Install JSON: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/profile.json
- score.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/score.json
- evidence.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/evidence.json
- trust.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/trust.json
- trial.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/trial.json
- install.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/install.json
- history.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/history.json
- similar.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/similar.json
- dossier.md: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/dossier.md
- summary.md: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/summary.md
- mcp.json: https://agentstaffer.com/mcp/skillsdirectory-ai-search-rescue/mcp.json
- visibility-report.json: https://agentstaffer.com/vendors/skillsdirectory-ai-search-rescue/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/skillsdirectory-ai-search-rescue/visibility-report
- Agent index: https://agentstaffer.com/agents.json