# aif-loop

Skill · `skill:aif-loop`

Favz census, built 2026-10-05. Tool names and counts only. No repo names. HTML page: https://favz.co/tools/skill-aif-loop.html

- Repos that have it now: 20
- Repos that ever had it: 25
- Still have it: 80%
- Share of census repos with any tool: 0.02%

## Repos with it, by month

From commit dates in each repo's history. The last few days always look low, because repos found later fill them in.

| Month | Repos at month end |
|---|---|
| 2026-02 | 1 |
| 2026-03 | 7 |
| 2026-04 | 13 |
| 2026-05 | 13 |
| 2026-06 | 14 |
| 2026-07 | 17 |
| 2026-08 | 19 |
| 2026-09 | 20 |

## Goes with

Tools found in the same repos, ranked by lift: 3× means the two show up together three times as often as chance would give. Only pairs sharing 5 or more repos.

| Tool | Kind | Repos with both | Lift |
|---|---|---|---|
| [@modelcontextprotocol/server-filesystem](https://favz.co/tools/mcp-npm-modelcontextprotocol-server-filesystem.md) | MCP server (npm package) | 11 | 51.9× |
| [@modelcontextprotocol/server-postgres](https://favz.co/tools/mcp-npm-modelcontextprotocol-server-postgres.md) | MCP server (npm package) | 5 | 50.8× |
| [@modelcontextprotocol/server-github](https://favz.co/tools/mcp-npm-modelcontextprotocol-server-github.md) | MCP server (npm package) | 9 | 40.8× |
| [chrome-devtools-mcp](https://favz.co/tools/mcp-npm-chrome-devtools-mcp.md) | MCP server (npm package) | 8 | 26.6× |
| [@playwright/mcp](https://favz.co/tools/mcp-npm-playwright-mcp.md) | MCP server (npm package) | 9 | 11.4× |

## Comes in the same pack

2 tools almost never appear without this one. Most likely people copy them in together.

- [aif-evolve](https://favz.co/tools/skill-aif-evolve.md)
- [aif-review](https://favz.co/tools/skill-aif-review.md)