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retriever Skill

AI Agent SkillCode & Developer ToolsPythonOpen source

retriever is a Python AI agent skill with git clone. Local-first document intelligence plugin for Claude Code

How to use retriever Skill

Install or run

git clone --single-branch --depth 1 https://github.com/sdemyanov/retriever.git ~/.claude/skills/retriever; fi

What is retriever Skill?

retriever is a Python AI agent skill with git clone. Local-first document intelligence plugin for Claude Code This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
75/100
Maintenance signal
95/100
Adoption signal
34/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.

Key capabilities

  • Reusable instructions support
  • Includes SKILL.md support
  • Shell commands support
  • Spreadsheet work support
  • Presentation work support
  • Document generation support
  • Anthropic provider support

Technical details

Install or run retriever using git clone. Check sdemyanov/retriever for the latest setup command.

git cloneSSE
  • Built for Python
  • Built for Rust
  • Install or run with git clone
  • Uses SSE transport
  • Database access

Requirements and access

PythonRustNOASSERTION licenseDatabase accessDatabase access

Security and permissions

Review permissions before connecting any MCP server to an agent. Pay special attention to whether it can read local files, write data, call external services, or perform destructive actions.

Destructive actionsWrite actionsDatabase accessCan write or update dataMay support destructive actionsCheck project documentation authenticationHosted or remote

When to use retriever Skill

  • Use it for reusing agent instructions, scripts, and references.
  • Use it for agent skills workflows.
  • Use it for coding workflows.
  • Use it for data workflows.

Built with

PythonRustgit cloneSSE

Explore related resources

Frequently asked questions

What is retriever?

retriever is a Python AI agent skill with git clone. Local-first document intelligence plugin for Claude Code

Who is retriever best for?

retriever is best for reusing agent instructions, scripts, and references, agent skills workflows, coding workflows, data workflows.

How do I install retriever?

Install or run retriever using git clone. Check retriever for the latest setup command.

Is retriever actively maintained?

retriever may need a closer maintenance check before production use.

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