# epistemic-foraging

> epistemic-foraging — ilkhamfy-epistemic-foraging. Use this tool when you need to enhance AI agents with scholarly source discovery and verified evidence retrieval capabilities. It solves problems of information uncertainty and inefficiency in research by providing uncertainty-aware research briefs and evidence pins. Ideal for use cases requiring reliable and trustworthy information gathering, with a simple interface via MCP server, CLI, or Python library.

Canonical page: https://skillsregistry.net/skills/ilkhamfy-epistemic-foraging  
JSON: https://api.skillsregistry.net/v1/skills/ilkhamfy-epistemic-foraging

## Description

Make any AI agent an epistemic forager: scholarly source discovery, verified evidence pins, uncertainty-aware research briefs. MCP server + CLI + Python library, zero dependencies.

## Trust

- **Trust score (0–1):** 0.61
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/IlkhamFY/epistemic-foraging)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ilkhamfy-epistemic-foraging"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ilkhamfy-epistemic-foraging` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ilkhamfy-epistemic-foraging/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt