---
title: "Mini Context Graph Skill - Air Market"
description: "You keep re-reading the same documents because nothing sticks between sessions. This builds a set of wiki-style pages as it reads, notes how the things in them relate, and keeps the original text so…"
canonical: "https://airmarket.ai/app/mini-context-graph"
---

[Air Market](/) / [Research](/category/research) / Mini Context Graph Skill

Skill by [GitHub](/@github)

# Mini Context Graph Skill

Read a document once and keep what it taught you

## What this does

You keep re-reading the same documents because nothing sticks between sessions. This builds a set of wiki-style pages as it reads, notes how the things in them relate, and keeps the original text so you can check a claim later. Each new document adds to what is already there instead of starting over.

### Top 3 things it does for you

- Feed in documents and build up notes that stay
- Look up how two things you read about connect
- Go back to the original text behind a claim

## Information

**Mini Context Graph Skill at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [GitHub](/@github) |
| Category | [Research](/category/research) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 74 KB |
| Licence | MIT |
| Repository | [github/awesome-copilot](https://github.com/github/awesome-copilot/tree/811ed362dd9cdbbc83efc10e43039598654a7dda/skills/mini-context-graph) |
| GitHub stars | 38,187 (as of Nov 2026) |
| Installs | 76, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Mini Context Graph Skill and flagged nothing. AIR's verdict: **safe**.

**What Mini Context Graph Skill's check was run against**

|  |  |
| --- | --- |
| Commit | 811ed362dd9cdbbc83efc10e43039598654a7dda |
| Content hash | 083ad579fde87a02b06d49f82287db34840710a96d06edb3598f47b91472cf16 |
| Files read | [Browse the files at this exact commit](https://github.com/github/awesome-copilot/blob/811ed362dd9cdbbc83efc10e43039598654a7dda/skills/mini-context-graph/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Mini Context Graph Skill](/security/mini-context-graph)

## About Mini Context Graph Skill

This takes documents you give it and turns them into something that lasts. As it reads, it writes wiki pages, pulls out the people, things and relationships involved into a connected map, and keeps the raw content alongside them.

The point is that nothing gets thrown away. Later documents add to the same body of pages and connections rather than being processed in isolation, and cross-references build up between them over time. Because the original content is kept, you can go back to the evidence behind anything it recorded.

## What's inside

- SKILL.md - instructions
- references/ingestion.md - reference
- references/lint.md - reference
- references/ontology.md - reference
- references/retrieval.md - reference
- scripts/config.py - script
- scripts/contextgraph.py - script
- scripts/template_agent_workflow.py - script
- scripts/tools/__init__.py - script
- scripts/tools/documents_store.py - script
- scripts/tools/graph_store.py - script
- scripts/tools/index_store.py - script
- scripts/tools/ontology_store.py - script
- scripts/tools/retrieval_engine.py - script
- scripts/tools/wiki_store.py - script

## Questions

### Is Mini Context Graph Skill safe to install?

AIR scanned this exact version of Mini Context Graph Skill and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 811ed362dd9c, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/mini-context-graph.

### How do I install Mini Context Graph Skill?

Open https://airmarket.ai/app/mini-context-graph on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/github/awesome-copilot/tree/811ed362dd9cdbbc83efc10e43039598654a7dda/skills/mini-context-graph. Install from that link, not the branch.

## Related on Air Market

- [More Research listings](/category/research)
- [Everything by GitHub](/@github)

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Canonical URL: <https://airmarket.ai/app/mini-context-graph>