# knowledge-ops

Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.

## Decision Card

- Recommendation score: 51/100 (Needs evidence)
- Fit score: 64/100
- Trust tier: High traction
- Install readiness: MCP ready
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: collect_evidence

## Fit & Capabilities

- Role: Coding & Development
- Protocols: mcp
- Capabilities: RAG, Coding assistance, MCP integration, Reusable skill package, Chat interface, Workflow automation, Design assistance

## Evidence

- Source: https://www.remoteopenclaw.com/skills/affaan-m/everything-claude-code/knowledge-ops
- Source activity: 189K stars
- 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/remoteopenclaw-knowledge-ops/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/remoteopenclaw-knowledge-ops/trial.json

## Profile Data Package

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